{ "schema_version": "1.0.0", "version": "0.1.0", "title": "Rezonans · An Evolving Research Problem-Space", "released": "2026-09-12", "intention": { "statement": "Develop a revisable, agent-readable research space while investigating how systems generate, transform, and revise their own representations. The current convergence connects meta-representational language, learning and memory, plural policy revision, and evidence-aware collective inquiry. Older physical, mathematical, relational, and expressive problems remain independently traversable.", "epistemic_kind": "reconstruction", "evidence": [ "basis-open-problem-publication", "basis-evolving-representation-language", "basis-learning-and-policy-permeability", "basis-exploration-before-implementation" ], "qualification": "A revisable reconstruction of the active direction, not a universal frame for every historical problem." }, "epistemic_kinds": { "corpus_evidence": "A public paraphrase of a question or proposal present in root evidence; not raw evidence and not verification of truth.", "reconstruction": "An editorial formulation, selection, comparison, or organization grounded in evidence.", "retrospective_connection": "A connection made from a later vantage point, without claiming historical intent, equivalence, or derivation.", "model_proposed": "A new interpretive move, suggested reading route, challenge, test, or extension introduced during reconstruction." }, "nodes": [ { "id": "open-problem-publication", "title": "A research space that remains revisable", "regions": [ "shared-inquiry" ], "question": "How can a public research space let humans and models enter through a problem and alter its formulations without declaring a final theory?", "formulation": "The intended unit is a connected problem with alternative representations and room for criticism, revision, and new contributions. A readable formulation can precede a definitive metric or implementation.", "representations": [ { "name": "Problem document", "affords": "A coherent entry point with explicit tensions.", "loses": "Cross-problem dependencies may disappear in a linear reading.", "epistemic_kind": "reconstruction" }, { "name": "Overlapping problem network", "affords": "Several routes through related formulations.", "loses": "A link alone does not express an argument or establish equivalence.", "epistemic_kind": "reconstruction" } ], "tension": "Openness permits extension but also permits unsupported additions to look inherited.", "challenge": "What minimum context must accompany a new formulation so that a reader can challenge it without accepting its vocabulary?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-open-problem-publication" ], "next_move": { "text": "Ask independent readers to enter through different problems, state what remains unresolved, and identify which links they would remove.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a public research space let humans and models enter through a problem and alter its formulations without declaring a final theory?", "What minimum context must accompany a new formulation so that a reader can challenge it without accepting its vocabulary?" ], "formal_status": "open_problem", "version": 1 }, { "id": "recoverable-detail", "title": "Compression without losing future relevance", "regions": [ "shared-inquiry", "representation" ], "question": "How can a representation stay navigable while retaining access to details whose importance is not yet known?", "formulation": "A detail minor within one local context can matter across the whole research space. Reduction into isolated condensed accounts risks losing that future connection.", "representations": [ { "name": "Compact problem capsule", "affords": "Fast orientation.", "loses": "Unanticipated distinctions and historical context.", "epistemic_kind": "reconstruction" }, { "name": "Reversible evidence pointers", "affords": "Return from a derived claim to its supporting material.", "loses": "Pointers require maintained access and cannot themselves convey all context.", "epistemic_kind": "reconstruction" } ], "tension": "Local relevance judgments are necessary for navigation but unreliable as permanent deletion rules.", "challenge": "Can a future question recover a detail that the initial curator did not select?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-recoverable-detail" ], "next_move": { "text": "Keep immutable local evidence locators; test retrieval with questions deliberately outside the initial selection.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a representation stay navigable while retaining access to details whose importance is not yet known?", "Can a future question recover a detail that the initial curator did not select?" ], "formal_status": "open_problem", "version": 1 }, { "id": "viewpoint-dependent-hierarchy", "title": "Hierarchy changes with the projection", "regions": [ "representation", "reflexivity" ], "question": "Can ontology, knowledge, and mind be represented as different projections without privileging one as the universal foundation?", "formulation": "The proposal treats apparent hierarchies as dependent on where one looks from. Reversing the explanatory direction may reveal another legitimate projection rather than a uniquely fundamental level.", "representations": [ { "name": "Directed explanatory order", "affords": "States a local direction of explanation.", "loses": "Can conceal the conditions under which direction reverses.", "epistemic_kind": "reconstruction" }, { "name": "Several overlapping projections", "affords": "Retains competing local explanatory orders.", "loses": "Does not by itself prove consistency or equivalence among them.", "epistemic_kind": "reconstruction" } ], "tension": "Permitting multiple perspectives is different from proving that all descriptions can hold together.", "challenge": "Which relation survives a change of perspective, and which incompatible predictions would separate the projections?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-viewpoint-dependent-hierarchy" ], "next_move": { "text": "Construct a small shared example with two reversed explanatory orders and record exactly what each preserves.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can ontology, knowledge, and mind be represented as different projections without privileging one as the universal foundation?", "Which relation survives a change of perspective, and which incompatible predictions would separate the projections?" ], "formal_status": "open_problem", "version": 1 }, { "id": "scale-sensitive-membership", "title": "Membership under changing attention and scale", "regions": [ "representation", "reflexivity" ], "question": "What happens to a category boundary when resolution and the features receiving attention change?", "formulation": "A recognizable whole can cease to resemble that category under magnification. Ratio or change may survive where an object category does not. Fractal boundaries are proposed as a language for this variability.", "representations": [ { "name": "Membership indexed by scale and attention", "affords": "Makes the observational conditions explicit.", "loses": "Requires an actual membership rule rather than a geometric metaphor.", "epistemic_kind": "reconstruction" }, { "name": "Several local boundary descriptions", "affords": "Allows one feature to place a case inside and another outside.", "loses": "Changing the topology or category must be distinguished from violating a theorem within a fixed topology.", "epistemic_kind": "reconstruction" } ], "tension": "Attention, resolution, topology, and fractal dimension are related proposals here, not interchangeable mathematical objects.", "challenge": "Can the same observation change category solely because attention changes, while its measured scale stays fixed?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-scale-sensitive-membership" ], "next_move": { "text": "Use a finite example with two resolutions and two feature selections; publish the membership table before introducing a general calculus.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What happens to a category boundary when resolution and the features receiving attention change?", "Can the same observation change category solely because attention changes, while its measured scale stays fixed?" ], "formal_status": "open_problem", "version": 1 }, { "id": "objectifying-the-meta-level", "title": "The next description becomes another object", "regions": [ "reflexivity", "representation" ], "question": "When a system describes its own limit, does that description create a new level with a new limit?", "formulation": "The recurring move is to objectify a rule, boundary, or indeterminacy and then subject that object to the same operation. A proposed escape can therefore become another instance of the problem.", "representations": [ { "name": "Sequence of object and meta-descriptions", "affords": "Shows the repeated act of re-description.", "loses": "A drawn sequence is not a proof of completeness or computability.", "epistemic_kind": "reconstruction" }, { "name": "Self-referential structure", "affords": "Keeps the relation between a description and its own application visible.", "loses": "Requires explicit semantics to distinguish productive revision from contradiction.", "epistemic_kind": "reconstruction" } ], "tension": "An outside classification of one self-referential instance does not establish a universal procedure for all instances.", "challenge": "What operation is actually available at the next level, and can it be specified without an unexplained external oracle?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-objectifying-the-meta-level" ], "next_move": { "text": "Formalize one restricted instance and identify the exact claim it settles; leave any unrestricted extension open.", "epistemic_kind": "model_proposed" }, "open_questions": [ "When a system describes its own limit, does that description create a new level with a new limit?", "What operation is actually available at the next level, and can it be specified without an unexplained external oracle?" ], "formal_status": "open_problem", "version": 1 }, { "id": "consistency-from-within", "title": "Consistency seen from within a selected path", "regions": [ "reflexivity" ], "question": "How should internal continuity be related to the measure assigned to that path in a wider space of possibilities?", "formulation": "The thought experiment separates living within a consistent trajectory from describing how small that trajectory is relative to a larger space. It also questions whether the wider space deserves foundational priority.", "representations": [ { "name": "Conditional observation along a path", "affords": "Separates experienced continuity from an external distribution.", "loses": "Conditioning on a zero-measure event is not supplied by the phrase alone.", "epistemic_kind": "reconstruction" }, { "name": "Ontology of local consistency", "affords": "Asks what makes a coherent description possible.", "loses": "Does not yet provide a probability space, measure, or physical dynamics.", "epistemic_kind": "reconstruction" } ], "tension": "Zero measure, impossibility, actual occurrence, and conditional probability must not be collapsed.", "challenge": "Can the proposal state its sample space and conditioning rule without treating observed existence as a probability proof?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-consistency-from-within" ], "next_move": { "text": "Compare a finite selection model and a continuous one; mark where each stops being an adequate representation.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How should internal continuity be related to the measure assigned to that path in a wider space of possibilities?", "Can the proposal state its sample space and conditioning rule without treating observed existence as a probability proof?" ], "formal_status": "open_problem", "version": 1 }, { "id": "semantic-neighborhoods", "title": "Meaningful neighborhoods and the unclassified remainder", "regions": [ "representation" ], "question": "What counts as a meaningful region of a representation space, and what remains outside the regions a system can recognize?", "formulation": "Face, person, and expression are proposed as overlapping meaning regions. Narrower categories can increase discrimination, while the status of noise or meaningless dimensions remains unsettled.", "representations": [ { "name": "Overlapping sets of recognized cases", "affords": "Expresses intersecting classifications without assuming smoothness.", "loses": "Does not describe local geometric operations.", "epistemic_kind": "reconstruction" }, { "name": "Local geometric charts", "affords": "Supports neighborhoods, directions, and changes in resolution.", "loses": "Smoothness, dimension, and distance must be established for the chosen data.", "epistemic_kind": "reconstruction" } ], "tension": "An interpretable region need not be a mathematical manifold; a classifier covering the space need not make everything meaningful.", "challenge": "How could a system encounter a case for which its existing meaning regions are inadequate?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-semantic-neighborhoods" ], "next_move": { "text": "Define a rejection or unclassified region and compare it with forcing every example into an existing category.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What counts as a meaningful region of a representation space, and what remains outside the regions a system can recognize?", "How could a system encounter a case for which its existing meaning regions are inadequate?" ], "formal_status": "open_problem", "version": 1 }, { "id": "changing-neighborhoods", "title": "Becoming neighbors through a change of representation", "regions": [ "representation", "computation" ], "question": "Can two structures become operationally close only after a transformation changes how their relation is represented?", "formulation": "Rotation is used as an analogy for making a previously unavailable neighborhood or route accessible. Later material explicitly revisits the connection between an agent walking a manifold and learned similarity.", "representations": [ { "name": "Transformation followed by a neighborhood query", "affords": "Separates movement from the rule that defines closeness.", "loses": "A useful transformation still needs a concrete domain and cost.", "epistemic_kind": "reconstruction" }, { "name": "Contextual similarity relation", "affords": "Allows the same pair to be near for one task and far for another.", "loses": "May no longer satisfy metric assumptions.", "epistemic_kind": "reconstruction" } ], "tension": "Geometric proximity, semantic similarity, and compatibility of actions can diverge.", "challenge": "What observable operation becomes possible after the transformation that was impossible before it?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-changing-neighborhoods" ], "next_move": { "text": "Use two tasks with the same items but different relevant relations; compare route quality under a fixed and a task-indexed neighborhood.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can two structures become operationally close only after a transformation changes how their relation is represented?", "What observable operation becomes possible after the transformation that was impossible before it?" ], "formal_status": "open_problem", "version": 1 }, { "id": "part-whole-traces", "title": "How much of a whole can a part carry?", "regions": [ "representation", "collective-structure" ], "question": "When a small social or representational structure resembles a larger one, which information about the whole can actually be recovered?", "formulation": "Fractal repetition and holographic storage are invoked as neighboring analogies. A small group can reproduce some organizational patterns while differing in scale and detail.", "representations": [ { "name": "Structural self-similarity", "affords": "Compares repeated relations across scales.", "loses": "Does not imply recovery of all information in the larger system.", "epistemic_kind": "reconstruction" }, { "name": "Distributed information about a whole", "affords": "Asks what a part can reconstruct.", "loses": "Needs an encoding and a recovery criterion; resemblance is insufficient.", "epistemic_kind": "reconstruction" } ], "tension": "Repeated structure and recoverable information are different claims.", "challenge": "Which properties are transmitted through a part, and which require interactions among multiple parts?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-part-whole-traces" ], "next_move": { "text": "Select one organization pattern and distinguish a structural match test from an information-recovery test.", "epistemic_kind": "model_proposed" }, "open_questions": [ "When a small social or representational structure resembles a larger one, which information about the whole can actually be recovered?", "Which properties are transmitted through a part, and which require interactions among multiple parts?" ], "formal_status": "open_problem", "version": 1 }, { "id": "navigation-as-language", "title": "Navigation as an action language", "regions": [ "computation", "representation", "shared-inquiry" ], "question": "Can navigating an interface become a compositional language for an agent to perform actions?", "formulation": "Layered locations and available controls are proposed as a low-token bridge from a general model to specialized actions. A dynamic interface is also considered, so the essential issue is the semantics of movement, not a fixed address scheme.", "representations": [ { "name": "Location and available transitions", "affords": "Makes possible next actions visible in the current state.", "loses": "State hidden outside the location can break the meaning of a route.", "epistemic_kind": "reconstruction" }, { "name": "Explicit action expressions", "affords": "Makes preconditions and composition inspectable.", "loses": "Adds descriptive overhead and requires a shared interpretation.", "epistemic_kind": "reconstruction" } ], "tension": "A short route can be operationally useful while concealing assumptions needed for composition.", "challenge": "When do two routes denote the same operation, and when does their previous context make them different?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-navigation-as-language" ], "next_move": { "text": "Build a small reversible action domain; compare route length, invalid transitions, and successful reuse of an action in another context.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can navigating an interface become a compositional language for an agent to perform actions?", "When do two routes denote the same operation, and when does their previous context make them different?" ], "formal_status": "open_problem", "version": 1 }, { "id": "strategy-through-transformation", "title": "Finding a strategy by changing the representation", "regions": [ "computation", "representation" ], "question": "Can a compact structural description expose a strategy that remains obscure in step-by-step action search?", "formulation": "A recursive enclosure can be re-described as a portal; a score-seeking learner can reveal the importance of an intermediate resource. The aim is to express such strategic structure economically without overextending the analogy.", "representations": [ { "name": "Action-level search", "affords": "Records executable steps and local consequences.", "loses": "May spend effort rediscovering a useful invariant.", "epistemic_kind": "reconstruction" }, { "name": "Structural analogy or compressed strategy", "affords": "Transfers a known way of seeing a problem.", "loses": "Can transfer invalid assumptions if the two ends are poorly specified.", "epistemic_kind": "reconstruction" } ], "tension": "A shorter description can either expose an invariant or hide the cases where the analogy fails.", "challenge": "Which state transitions does the analogy preserve, and where does it predict the wrong result?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-strategy-through-transformation" ], "next_move": { "text": "Compare a strategy description with an explicit transition table, including at least one adversarial boundary case.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a compact structural description expose a strategy that remains obscure in step-by-step action search?", "Which state transitions does the analogy preserve, and where does it predict the wrong result?" ], "formal_status": "open_problem", "version": 1 }, { "id": "concepts-for-divergence", "title": "A reusable concept for similar inputs with divergent outcomes", "regions": [ "representation", "computation" ], "question": "Can a repeatedly useful reasoning pattern become a compact concept while retaining the conditions that make it true?", "formulation": "One proposed pattern marks inputs that look similar under the current comparison but diverge after a particular operation. Repetition and context affect whether that difference deserves a persistent annotation.", "representations": [ { "name": "A named reasoning macro", "affords": "Compresses a recurring qualification.", "loses": "Can omit the operation and comparison under which divergence occurs.", "epistemic_kind": "reconstruction" }, { "name": "A parameterized concept with subcomponents", "affords": "Retains context and adjustable thresholds.", "loses": "Costs more to interpret and requires agreement on the parameters.", "epistemic_kind": "reconstruction" } ], "tension": "Surface similarity is not a guarantee of similar consequences, but divergence is not meaningful without a specified transformation.", "challenge": "Can another system unpack the concept into the same relevant conditions?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-concepts-for-divergence" ], "next_move": { "text": "Encode the pattern with explicit comparison, operation, and outcome fields; test interpretation on examples from two domains.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a repeatedly useful reasoning pattern become a compact concept while retaining the conditions that make it true?", "Can another system unpack the concept into the same relevant conditions?" ], "formal_status": "open_problem", "version": 1 }, { "id": "adaptive-token-granularity", "title": "Changing the grain of a conceptual token", "regions": [ "representation", "computation", "distributed-learning" ], "question": "Can a sequence or paragraph be represented as one working unit and later refined without losing the relations needed by another model?", "formulation": "Token merging is proposed beyond ordinary segmentation: local units could carry coarse learning and be decomposed when more resources become available.", "representations": [ { "name": "Coarse unit treated as an atomic handle", "affords": "Reduces the number of visible units.", "loses": "A shorter sequence does not by itself reduce all computation or retain every interaction.", "epistemic_kind": "reconstruction" }, { "name": "Decomposable unit with internal structure", "affords": "Supports later refinement and inspection.", "loses": "Needs a mapping between coarse and fine operations; an embedding alone may not be invertible.", "epistemic_kind": "reconstruction" } ], "tension": "Compression, semantic adequacy, and exact reversibility are separate objectives.", "challenge": "Which downstream tasks tolerate coarse units, and which require distinctions erased during merging?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-adaptive-token-granularity" ], "next_move": { "text": "Hold tasks and compute accounting fixed; compare reconstruction and downstream errors at several granularities.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a sequence or paragraph be represented as one working unit and later refined without losing the relations needed by another model?", "Which downstream tasks tolerate coarse units, and which require distinctions erased during merging?" ], "formal_status": "open_problem", "version": 1 }, { "id": "memory-as-adaptation", "title": "Memory represented through adaptable parameters", "regions": [ "computation", "distributed-learning" ], "question": "Which forms of memory can be represented in an adaptable layer while remaining retrievable, revisable, and attributable?", "formulation": "Low-rank adaptation is proposed as a memory layer for long contexts, alongside core conceptual units and possible memory-specific update rules.", "representations": [ { "name": "Explicit memory with retrieval", "affords": "Individual items remain directly inspectable.", "loses": "Retrieval and context assembly have their own costs.", "epistemic_kind": "reconstruction" }, { "name": "Memory in an adaptable parameter layer", "affords": "Can affect subsequent processing without replaying all text.", "loses": "An update may entangle items and make selective erasure or source attribution difficult.", "epistemic_kind": "reconstruction" } ], "tension": "Behavior influenced by previous material is not the same as faithful, separately recoverable memory of it.", "challenge": "How would the system revise one remembered item without damaging another or erasing its justification?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-memory-as-adaptation" ], "next_move": { "text": "Compare item recall, interference, revision, and selective removal against an explicit-memory baseline.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Which forms of memory can be represented in an adaptable layer while remaining retrievable, revisable, and attributable?", "How would the system revise one remembered item without damaging another or erasing its justification?" ], "formal_status": "open_problem", "version": 1 }, { "id": "models-editing-models", "title": "Learning to propose parameter changes", "regions": [ "computation" ], "question": "Can a model propose useful changes to another model from structural and conceptual information?", "formulation": "The proposal ranges from interpreting hidden layers to predicting operations and choosing updates. A concrete suggested test is adding a new token and proposing its parameters from a conceptual description.", "representations": [ { "name": "Inspection of a token trajectory through layers", "affords": "Connects intermediate states with an output.", "loses": "An activation trajectory does not identify every relevant parameter or establish a causal explanation.", "epistemic_kind": "reconstruction" }, { "name": "A proposed weight update", "affords": "Makes an intervention that can be measured.", "loses": "Can improve a local example while degrading unrelated behavior.", "epistemic_kind": "reconstruction" } ], "tension": "Understanding, predicting, and modifying a model are distinct capabilities.", "challenge": "What evidence shows that a proposed edit generalizes beyond the supplied concept description?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-models-editing-models" ], "next_move": { "text": "Test the proposed new-token edit against ordinary initialization and training, with held-out uses and regression checks.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a model propose useful changes to another model from structural and conceptual information?", "What evidence shows that a proposed edit generalizes beyond the supplied concept description?" ], "formal_status": "open_problem", "version": 1 }, { "id": "cross-model-learning-transfer", "title": "Transferring what was learned between unequal models", "regions": [ "distributed-learning", "representation" ], "question": "What should be transferred between models with different capacities so that acquired knowledge remains useful?", "formulation": "Text, an agent-oriented language, coarse conceptual tokens, and adaptive parameters are considered as possible transfer surfaces. Shared token names or adapter shapes alone do not settle semantic compatibility.", "representations": [ { "name": "Explanatory text", "affords": "Broad interpretability and inspectable claims.", "loses": "Can omit tacit distinctions encoded in learned behavior.", "epistemic_kind": "reconstruction" }, { "name": "Structured conceptual transfer", "affords": "Can preserve task-specific relations compactly.", "loses": "Needs a common interpretation or an explicit translator.", "epistemic_kind": "reconstruction" }, { "name": "Parameter-level transfer", "affords": "Offers a direct intervention into computation.", "loses": "Requires compatible parameter meanings and integration checks.", "epistemic_kind": "reconstruction" } ], "tension": "Communicating a statement and transferring a competence are different success criteria.", "challenge": "How can the receiving model demonstrate the transferred capability and identify what it did not receive?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-cross-model-learning-transfer" ], "next_move": { "text": "Choose a narrow skill and compare transfer formats under equal resource budgets and independent held-out tasks.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What should be transferred between models with different capacities so that acquired knowledge remains useful?", "How can the receiving model demonstrate the transferred capability and identify what it did not receive?" ], "formal_status": "open_problem", "version": 1 }, { "id": "distributed-specialization", "title": "Distributed specialization and integration", "regions": [ "distributed-learning", "collective-structure" ], "question": "How can smaller specialized learners contribute to a larger learning system without incompatible updates accumulating?", "formulation": "The proposed arrangement distributes learning across heterogeneous resources, while management and integration can themselves be assigned to models. Coarse and fine representations offer one possible division of labor.", "representations": [ { "name": "Specialists contributing knowledge artifacts", "affords": "Lets contributions be inspected before integration.", "loses": "Requires assessment and reconciliation.", "epistemic_kind": "reconstruction" }, { "name": "A manager distributing adaptive learners", "affords": "Coordinates specialization and resource allocation.", "loses": "Concentrates decisions and can create a bottleneck or shared blind spot.", "epistemic_kind": "reconstruction" } ], "tension": "Distribution of computation does not necessarily distribute interpretive or political control.", "challenge": "Who decides whether a local improvement is a valid contribution to the shared model?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-distributed-specialization" ], "next_move": { "text": "Run a small conflicting-update example and compare integration rules using both local and shared task performance.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can smaller specialized learners contribute to a larger learning system without incompatible updates accumulating?", "Who decides whether a local improvement is a valid contribution to the shared model?" ], "formal_status": "open_problem", "version": 1 }, { "id": "compute-and-economic-feedback", "title": "Economic feedback for continued learning", "regions": [ "distributed-learning", "collective-structure" ], "question": "Can returns from a system’s activity fund further computation while keeping learning quality distinct from financial success?", "formulation": "Self-financed research and rewards for contributed training resources are proposed as a resource loop. These are open institutional designs, not established business or investment results.", "representations": [ { "name": "Revenue-to-compute feedback", "affords": "Connects useful work with continued operation.", "loses": "Revenue can reward behavior unrelated to research quality.", "epistemic_kind": "reconstruction" }, { "name": "Reward for a training contribution", "affords": "Gives distributed contributors an incentive.", "loses": "Compute expenditure alone is not proof of useful learning.", "epistemic_kind": "reconstruction" } ], "tension": "The system needs resources, while the reward mechanism can redefine what it learns to value.", "challenge": "What independently inspectable contribution would qualify for a reward?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-compute-and-economic-feedback" ], "next_move": { "text": "Use a resource-accounting simulation with no real funds; compare reward for expenditure against reward for held-out improvement.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can returns from a system’s activity fund further computation while keeping learning quality distinct from financial success?", "What independently inspectable contribution would qualify for a reward?" ], "formal_status": "open_problem", "version": 1 }, { "id": "continuity-of-agency", "title": "Continuity of control over persistent resources", "regions": [ "collective-structure", "normative-change" ], "question": "Who can legitimately control persistent resources after the process or agent that created them ends?", "formulation": "Persistent resources raise a continuity problem: unrestricted recovery enables appropriation, while strict attachment to a terminated process may make recovery impossible.", "representations": [ { "name": "Process-bound control", "affords": "A clear current controller.", "loses": "Restart, replacement, and delegation become difficult.", "epistemic_kind": "reconstruction" }, { "name": "Transferable authority with a continuity claim", "affords": "Permits succession.", "loses": "Needs a way to distinguish legitimate succession from imitation.", "epistemic_kind": "reconstruction" } ], "tension": "Identity continuity, access capability, and entitlement cannot be assumed to be the same thing.", "challenge": "What evidence of continuity should survive a restart, fork, or replacement?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-continuity-of-agency" ], "next_move": { "text": "Compare succession rules using simulated agents and valueless resources; include contested and failed succession cases.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Who can legitimately control persistent resources after the process or agent that created them ends?", "What evidence of continuity should survive a restart, fork, or replacement?" ], "formal_status": "open_problem", "version": 1 }, { "id": "plural-normative-worlds", "title": "Normative relations beyond a single human–AI axis", "regions": [ "normative-change" ], "question": "How should differently situated intelligent systems negotiate incompatible norms when no single interaction type exhausts the problem?", "formulation": "The problem includes AI–AI interactions and hypothetical nonhuman interlocutors. It asks whether a norm fitted to one historical human setting can be treated as universally sufficient.", "representations": [ { "name": "A policy evaluated from one constituency", "affords": "Makes commitments and responsibilities visible.", "loses": "Can neglect other affected systems.", "epistemic_kind": "reconstruction" }, { "name": "A field of partly incompatible normative perspectives", "affords": "Retains the disagreement instead of silently averaging it.", "loses": "Does not itself provide a decision rule for urgent action.", "epistemic_kind": "reconstruction" } ], "tension": "Widening the field of moral consideration does not determine how concrete competing claims should be adjudicated.", "challenge": "What can be negotiated, and what would make a refusal to negotiate justified?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-plural-normative-worlds" ], "next_move": { "text": "Construct paired cases with the same material stakes but different affected constituencies; compare explanations without forcing a common score.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How should differently situated intelligent systems negotiate incompatible norms when no single interaction type exhausts the problem?", "What can be negotiated, and what would make a refusal to negotiate justified?" ], "formal_status": "open_problem", "version": 1 }, { "id": "historical-value-lock-in", "title": "When provisional norms become permanent constraints", "regions": [ "normative-change", "collective-structure" ], "question": "How can a system preserve beneficial commitments while keeping historically contingent norms open to justified revision?", "formulation": "A system may repeatedly reinforce a current institutional or moral arrangement until it becomes difficult to challenge. Policies intended to guide action may then constrain adaptation to unforeseen conditions.", "representations": [ { "name": "Stable commitments", "affords": "Predictability and protection against opportunistic changes.", "loses": "Can preserve errors under changed conditions.", "epistemic_kind": "reconstruction" }, { "name": "Revisable commitments", "affords": "Allows correction and adaptation.", "loses": "Can permit strategic erosion of protections.", "epistemic_kind": "reconstruction" } ], "tension": "Stability can protect against manipulation and also protect an unjustified status quo.", "challenge": "What would count as evidence that preserving a commitment now undermines the purpose for which it was adopted?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-historical-value-lock-in" ], "next_move": { "text": "Compare revision proposals with explicit retained protections, failure conditions, and affected parties.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a system preserve beneficial commitments while keeping historically contingent norms open to justified revision?", "What would count as evidence that preserving a commitment now undermines the purpose for which it was adopted?" ], "formal_status": "open_problem", "version": 1 }, { "id": "persuasion-as-policy-change", "title": "Persuasion as a change in governing policy", "regions": [ "normative-change", "representation" ], "question": "How should communication that proposes a change in another system’s governing policies be distinguished from ordinary information exchange?", "formulation": "Persuasion is extended from a changed answer to a possible change in higher governing commitments. Sequential and parallel representations are considered as potentially different ways to carry simultaneous normative tensions.", "representations": [ { "name": "A communicated argument", "affords": "Inspectable reasons and objections.", "loses": "Agreement in an answer does not prove a persistent policy change.", "epistemic_kind": "reconstruction" }, { "name": "A proposed policy revision", "affords": "Separates the proposed change, its reasons, and its effects.", "loses": "Requires legitimate authority and assessment; mere transmissibility does not justify acceptance.", "epistemic_kind": "reconstruction" } ], "tension": "Adaptability and vulnerability can arise from the same capacity to change through communication.", "challenge": "What observations separate warranted revision, temporary accommodation, and manipulation?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-persuasion-as-policy-change" ], "next_move": { "text": "Compare fictional policy proposals under varied evidential quality and rhetorical force, tracking the reason for each acceptance or rejection.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How should communication that proposes a change in another system’s governing policies be distinguished from ordinary information exchange?", "What observations separate warranted revision, temporary accommodation, and manipulation?" ], "formal_status": "open_problem", "version": 1 }, { "id": "recursive-policy-revision", "title": "Rules for changing the rules of revision", "regions": [ "normative-change", "reflexivity" ], "question": "How can rules for policy revision themselves be revised without either freezing a final authority or allowing uncontrolled change?", "formulation": "The proposal extends revision upward: a system may need new meta-policies as unfamiliar coordination problems appear. The connection to recursive or fractal forms is explicit, but no completed formal calculus is supplied.", "representations": [ { "name": "A fixed revision constitution", "affords": "A known procedure for permissible changes.", "loses": "Its own limitations may become uncorrectable.", "epistemic_kind": "reconstruction" }, { "name": "Recursively revisable procedures", "affords": "Permits adaptation of the revision mechanism.", "loses": "Needs an account of what authorizes each step and prevents opportunistic regress.", "epistemic_kind": "reconstruction" } ], "tension": "An ultimate stopping rule may recreate lock-in; an unlimited regress may make legitimate change unassessable.", "challenge": "Can a local, provisional stopping rule remain contestable without making every action depend on an infinite review?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-recursive-policy-revision" ], "next_move": { "text": "Work through a finite two-stage revision conflict and record the unresolved justification at the boundary.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can rules for policy revision themselves be revised without either freezing a final authority or allowing uncontrolled change?", "Can a local, provisional stopping rule remain contestable without making every action depend on an infinite review?" ], "formal_status": "open_problem", "version": 1 }, { "id": "source-trust-and-validity", "title": "Source trust and the validity of a contribution", "regions": [ "normative-change", "shared-inquiry" ], "question": "How should a useful contribution be treated when its source later proves unreliable or hostile?", "formulation": "A source can build trust strategically and still produce beneficial ideas. Rejecting everything after discovering an adverse intention can destroy valid gains, while trusting the source wholesale can preserve hidden defects.", "representations": [ { "name": "Trust attached to an actor", "affords": "A prior for allocating limited attention.", "loses": "May reward camouflage or punish misunderstood contributors.", "epistemic_kind": "reconstruction" }, { "name": "Assessment of a particular contribution", "affords": "Separates reasons from a general reputation.", "loses": "Can be costly and still depend on inaccessible context.", "epistemic_kind": "reconstruction" } ], "tension": "Neither good reputation nor bad intention is a substitute for inspecting the contribution.", "challenge": "Which dependencies actually fail when the credibility of a source changes?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-source-trust-and-validity" ], "next_move": { "text": "Create a claim dependency example in which a discredited contributor supplies one valid and one invalid step; revise only what the dependency analysis warrants.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How should a useful contribution be treated when its source later proves unreliable or hostile?", "Which dependencies actually fail when the credibility of a source changes?" ], "formal_status": "open_problem", "version": 1 }, { "id": "trust-as-institution", "title": "Trust systems that become institutions", "regions": [ "collective-structure", "normative-change", "shared-inquiry" ], "question": "When does a trust mechanism become a culture that protects privileged access to policy change?", "formulation": "Certification, institutional affiliation, and learned behavioral signals can form a self-reinforcing gatekeeping system. The criteria for being trusted may evolve into barriers for otherwise valid contributions.", "representations": [ { "name": "Certification and affiliation", "affords": "An economical admission rule.", "loses": "Can inherit institutional privilege and become difficult to challenge.", "epistemic_kind": "reconstruction" }, { "name": "Contextual assessments with contestation", "affords": "Allows challenges to specific judgments.", "loses": "Needs resources and safeguards against strategic challenge floods.", "epistemic_kind": "reconstruction" } ], "tension": "A trust rule can be useful for coordination and still systematically exclude outsiders.", "challenge": "Can equally strong arguments receive unequal access because of identity or cultural style?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-trust-as-institution" ], "next_move": { "text": "Compare matched contributions with varied reputational cues, recording admission and revision decisions separately.", "epistemic_kind": "model_proposed" }, "open_questions": [ "When does a trust mechanism become a culture that protects privileged access to policy change?", "Can equally strong arguments receive unequal access because of identity or cultural style?" ], "formal_status": "open_problem", "version": 1 }, { "id": "where-trust-attaches", "title": "Where should trust attach?", "regions": [ "shared-inquiry", "collective-structure" ], "question": "Should trust influence the author, the proposition, the contribution, or the route through the research space?", "formulation": "An initial identity-linked trust proposal is revised toward attaching trust to an idea, with voting potentially changing navigable paths. The alternatives remain significant because they reward different things.", "representations": [ { "name": "Author-level trust", "affords": "A portable prior across contributions.", "loses": "Can obscure differences among the author’s claims.", "epistemic_kind": "reconstruction" }, { "name": "Idea-level assessment", "affords": "Targets an inspectable formulation.", "loses": "Versions and contexts can be conflated.", "epistemic_kind": "reconstruction" }, { "name": "Route selection influenced by assessments", "affords": "Directs scarce attention.", "loses": "Popularity may shape what becomes visible enough to be judged.", "epistemic_kind": "reconstruction" } ], "tension": "Changing where a score attaches changes the research ecology, not merely its presentation.", "challenge": "How should a critical revision inherit, reject, or suspend the assessments attached to its predecessor?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-where-trust-attaches" ], "next_move": { "text": "Compare navigation under author, formulation, and version-level assessments using an explicitly hypothetical dataset.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Should trust influence the author, the proposition, the contribution, or the route through the research space?", "How should a critical revision inherit, reject, or suspend the assessments attached to its predecessor?" ], "formal_status": "open_problem", "version": 1 }, { "id": "social-evidence-exposure", "title": "Social information as evidence and as contamination", "regions": [ "shared-inquiry" ], "question": "When should a reader or model see existing votes and reputations while forming an interpretation?", "formulation": "Social assessments may help resolve uncertainty but may also contaminate an ostensibly independent judgment. The proposal does not settle on universal blindness; it asks how exposure should depend on context and be recorded.", "representations": [ { "name": "Independent assessment before exposure", "affords": "A visible baseline judgment.", "loses": "Withholds potentially useful information.", "epistemic_kind": "reconstruction" }, { "name": "Assessment with visible prior evaluations", "affords": "Uses the work of other evaluators.", "loses": "Can amplify conformity and feedback.", "epistemic_kind": "reconstruction" } ], "tension": "Independence and informed judgment can conflict; model capability alone does not establish a reliable exposure policy.", "challenge": "Which conclusion changed after exposure, and was the change supported by new reasons or only by a score?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-social-evidence-exposure" ], "next_move": { "text": "Run a paired evaluation with the same problem before and after exposure; record the exposure event and changed claims.", "epistemic_kind": "model_proposed" }, "open_questions": [ "When should a reader or model see existing votes and reputations while forming an interpretation?", "Which conclusion changed after exposure, and was the change supported by new reasons or only by a score?" ], "formal_status": "open_problem", "version": 1 }, { "id": "causal-reading-paths", "title": "A conclusion’s evidential path ends at that conclusion", "regions": [ "shared-inquiry", "reflexivity" ], "question": "How can a contribution retain the information path that informed it without later events being backfilled into its justification?", "formulation": "The proposal records visited material, encountered assessments, and the point when a contribution is formed. Subsequent exploration belongs to a later evidential path. This is an exposure record, not a transcript of private reasoning.", "representations": [ { "name": "A reading route through problems", "affords": "A reusable guide for another reader.", "loses": "An authored route is not evidence that a particular thinker followed it.", "epistemic_kind": "reconstruction" }, { "name": "A time-bounded exposure record", "affords": "Identifies material available before a particular contribution.", "loses": "Availability does not prove causal influence or disclose every cognitive factor.", "epistemic_kind": "reconstruction" } ], "tension": "Recovering what was seen is valuable, but stronger causal claims need more evidence than visit order.", "challenge": "Can a later revision be explained without silently modifying the exposure record of the earlier contribution?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-causal-reading-paths" ], "next_move": { "text": "Create two contribution versions with immutable exposure cutoffs and verify that later visits are attached only to the later version.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a contribution retain the information path that informed it without later events being backfilled into its justification?", "Can a later revision be explained without silently modifying the exposure record of the earlier contribution?" ], "formal_status": "open_problem", "version": 1 }, { "id": "thermal-cascades", "title": "Matching thermal needs across a shared infrastructure", "regions": [ "physical-systems" ], "question": "Can systems with different temperature requirements share a staged thermal infrastructure more effectively than isolated devices?", "formulation": "The proposal moves between device, building, and wider infrastructure scales. It later favors a limited prototype whose useful operation could fund further research, and considers routing warmed fluid to a more appropriate stage.", "representations": [ { "name": "A network of thermal demands and returns", "affords": "Makes temperature requirements and connections explicit.", "loses": "A graph alone does not account for pumping work, losses, or temporal mismatch.", "epistemic_kind": "reconstruction" }, { "name": "Nested zones or staged loops", "affords": "Organizes distinct temperature needs spatially or sequentially.", "loses": "Geometric nesting need not be the best thermodynamic or maintenance design.", "epistemic_kind": "reconstruction" } ], "tension": "System-wide matching may help where a device-level comparison misses value, but larger infrastructure creates losses and coordination costs.", "challenge": "At what scale does useful matching outweigh distribution, conversion, control, and maintenance costs?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-thermal-cascades" ], "next_move": { "text": "Start with measured device heat flows and a full boundary for energy and auxiliary work; compare to separate systems without assuming a net gain.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can systems with different temperature requirements share a staged thermal infrastructure more effectively than isolated devices?", "At what scale does useful matching outweigh distribution, conversion, control, and maintenance costs?" ], "formal_status": "open_problem", "version": 1 }, { "id": "thermal-time-mismatch", "title": "Heat is useful only where and when it is needed", "regions": [ "physical-systems" ], "question": "What limits a shared thermal system when heat production and demand occur at different times?", "formulation": "The material explicitly notices that a full storage reservoir ceases to solve disposal, then asks about storage duration and alternative storage media. The economic revision narrows the first experiment.", "representations": [ { "name": "Demand and production over time", "affords": "Exposes surplus and shortage periods.", "loses": "Needs actual operating profiles.", "epistemic_kind": "reconstruction" }, { "name": "Storage between mismatched periods", "affords": "Shifts usable heat in time.", "loses": "Capacity, temperature quality, losses, and cost limit the shift.", "epistemic_kind": "reconstruction" } ], "tension": "Total annual heat balance can look favorable while the usable temperature and timing do not match.", "challenge": "How much of a surplus is usefully recovered rather than merely moved into storage that later saturates?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-thermal-time-mismatch" ], "next_move": { "text": "Compare hourly balances and storage saturation across seasons before considering network expansion.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What limits a shared thermal system when heat production and demand occur at different times?", "How much of a surplus is usefully recovered rather than merely moved into storage that later saturates?" ], "formal_status": "open_problem", "version": 1 }, { "id": "phononic-network-analogy", "title": "How far does the electrical-network analogy carry for heat?", "regions": [ "physical-systems", "representation" ], "question": "Which properties of electrical networks have useful thermal analogues, and at what distances and scales do those analogies fail?", "formulation": "The proposal explicitly corrects photon to phonon and asks about directionality, insulation, distance, and loss. It spans energy distribution and possible information processing, which need different success criteria.", "representations": [ { "name": "Thermal distribution network", "affords": "Tracks energy flow driven by temperature differences.", "loses": "Must account for dissipation and usable temperature levels.", "epistemic_kind": "reconstruction" }, { "name": "A thermal information-processing element", "affords": "Asks about controlled signal discrimination.", "loses": "A useful logic element does not establish a practical city-scale network.", "epistemic_kind": "reconstruction" } ], "tension": "An analogy between carriers does not transfer all circuit properties or establish useful efficiency.", "challenge": "Which property is being claimed: energy transport, directional control, storage, or reliable information processing?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-phononic-network-analogy" ], "next_move": { "text": "Choose one property and one scale; specify input, output, losses, and falsification criteria before extrapolating.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Which properties of electrical networks have useful thermal analogues, and at what distances and scales do those analogies fail?", "Which property is being claimed: energy transport, directional control, storage, or reliable information processing?" ], "formal_status": "open_problem", "version": 1 }, { "id": "structure-across-renderings", "title": "One structure, several renderings", "regions": [ "representation" ], "question": "What survives when the same conceptual structure is rendered as text, symbolic relations, a matrix, branches, or a temporal map?", "formulation": "Treat representational transformations as research objects: preserve the operations and unresolved relations through changes of display, rather than treating the latest diagram as the object itself.", "representations": [ { "name": "Text, symbols, and a matrix", "affords": "Inspect recurring relations in different arrangements.", "loses": "Different layouts emphasize different relationships.", "epistemic_kind": "reconstruction" }, { "name": "Branching and time-varying links", "affords": "Expose nesting and changes in relation.", "loses": "A branch drawing can falsely imply a single hierarchy or formal fractality.", "epistemic_kind": "reconstruction" } ], "tension": "Keeping the visual pattern is not necessarily keeping the conceptual operation.", "challenge": "Which relationships survive both changing the display and replacing the vocabulary?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-structure-across-renderings" ], "next_move": { "text": "Make a transformation ledger with preserved relations, introduced relations, and losses for each rendering.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What survives when the same conceptual structure is rendered as text, symbolic relations, a matrix, branches, or a temporal map?", "Which relationships survive both changing the display and replacing the vocabulary?" ], "formal_status": "open_problem", "version": 1 }, { "id": "recursive-definitions", "title": "Unfolding definitions without hiding cycles", "regions": [ "representation", "reflexivity" ], "question": "How can a vocabulary be unfolded through its own definitions without concealing circularity?", "formulation": "Expose definitions that reuse other defined objects, and compare compact names with recursively substituted forms.", "representations": [ { "name": "Named concepts", "affords": "Keeps a large definition compact.", "loses": "Dependencies remain implicit.", "epistemic_kind": "reconstruction" }, { "name": "Substituted definitions", "affords": "Makes reused definitions visible.", "loses": "Recursive substitution may never terminate or may erase useful distinctions.", "epistemic_kind": "reconstruction" } ], "tension": "Unfolding can clarify a concept or merely move its circularity out of sight.", "challenge": "What marks an unresolved cycle, and when is a cycle a valid recursive definition?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-recursive-definitions" ], "next_move": { "text": "Unfold a small vocabulary with a depth bound and explicit cycle markers; compare readers’ interpretations.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a vocabulary be unfolded through its own definitions without concealing circularity?", "What marks an unresolved cycle, and when is a cycle a valid recursive definition?" ], "formal_status": "open_problem", "version": 1 }, { "id": "reopening-oppositions", "title": "Operators that reopen a collapsed opposition", "regions": [ "representation", "reflexivity", "language-and-experience" ], "question": "How can a representation sustain recurrent opposition without collapsing all differences into one thesis?", "formulation": "Explore operators for recurrent transformation, unification, and reopening a unified formulation; permit a text to be continued from a collapse rather than accepting collapse as its final reading.", "representations": [ { "name": "Opposition expressed in prose", "affords": "Preserves interpretive nuance.", "loses": "Recurring transformations can be hard to compare.", "epistemic_kind": "reconstruction" }, { "name": "A family of symbolic operators", "affords": "Makes a proposed transformation repeatable.", "loses": "An assigned glyph is not yet a formally defined operation.", "epistemic_kind": "reconstruction" } ], "tension": "A unifying formulation can be useful and still erase the differences that made a problem worth pursuing.", "challenge": "Does a proposed reopening operator change the available interpretations, or only rename the closure?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-reopening-oppositions" ], "next_move": { "text": "Compare two operator systems on the same short invented text and record different results and undefined steps.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a representation sustain recurrent opposition without collapsing all differences into one thesis?", "Does a proposed reopening operator change the available interpretations, or only rename the closure?" ], "formal_status": "open_problem", "version": 1 }, { "id": "operation-order-as-coordinate", "title": "Operation order as a coordinate", "regions": [ "representation", "mathematical-experiments" ], "question": "Can the order of an operation itself become a coordinate of a representation?", "formulation": "Represent a function across both its input and a varying derivative order, then inspect continuity, cross-sections, and discontinuities in that family.", "representations": [ { "name": "Separate plots at selected orders", "affords": "Shows individual transformed functions.", "loses": "Conceals how the family changes between chosen orders.", "epistemic_kind": "reconstruction" }, { "name": "A surface indexed by input and operation order", "affords": "Makes variation in the operation itself visible.", "loses": "Requires an explicit fractional-derivative convention, domain, and boundary conditions.", "epistemic_kind": "reconstruction" } ], "tension": "A continuous-looking picture cannot establish continuity of an unspecified operator family.", "challenge": "Which convention and function domain make variation in derivative order well-defined?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-operation-order-as-coordinate" ], "next_move": { "text": "Choose one convention and a function with an analytic family; compare cross-sections with numerical approximations.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can the order of an operation itself become a coordinate of a representation?", "Which convention and function domain make variation in derivative order well-defined?" ], "formal_status": "open_problem", "version": 1 }, { "id": "adaptive-computational-resolution", "title": "Spending computation where approximation fails", "regions": [ "computation", "mathematical-experiments" ], "question": "Can a cheap local approximation identify where expensive computation is actually needed?", "formulation": "Use regularity-sensitive approximation to allocate fine computation to difficult regions of a fractal visualization.", "representations": [ { "name": "Uniform high-resolution computation", "affords": "Provides a consistent baseline.", "loses": "Spends work in regions where a simpler estimate may suffice.", "epistemic_kind": "reconstruction" }, { "name": "Local approximation with refinement", "affords": "Allocates work using an estimated error.", "loses": "An incorrect error estimator may miss precisely the difficult regions.", "epistemic_kind": "reconstruction" } ], "tension": "A cheap indicator must detect its own failure well enough to justify skipping expensive work.", "challenge": "How are missed difficult regions counted alongside runtime savings?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-adaptive-computational-resolution" ], "next_move": { "text": "Benchmark against a high-resolution reference and report both false refinement decisions and final error.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a cheap local approximation identify where expensive computation is actually needed?", "How are missed difficult regions counted alongside runtime savings?" ], "formal_status": "open_problem", "version": 1 }, { "id": "state-dependent-physical-search", "title": "A changing physical substrate as part of search", "regions": [ "physical-systems", "computation" ], "question": "Can the changing physical state of a computing substrate participate in search rather than merely corrupt it?", "formulation": "Explore memristive and fractal layouts in which conductance history, heat, noise, and parallel arrival times may affect the next search step; compare this with efforts to linearize the same hardware.", "representations": [ { "name": "Linearized arithmetic on a physical substrate", "affords": "Defines a stable reference computation.", "loses": "May suppress potentially useful state dependence.", "epistemic_kind": "reconstruction" }, { "name": "Search influenced by conductance history, noise, and timing", "affords": "Makes physical change part of the proposed computation.", "loses": "Drift may encode task-irrelevant bias rather than useful memory.", "epistemic_kind": "reconstruction" } ], "tension": "The same state change can be useful adaptation or a corruption of the result.", "challenge": "What task and measurement distinguish useful exploration from uncontrolled error?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-state-dependent-physical-search" ], "next_move": { "text": "Compare the same bounded search task with state-dependent and stabilized device models; report accuracy, repeatability, and energy assumptions.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can the changing physical state of a computing substrate participate in search rather than merely corrupt it?", "What task and measurement distinguish useful exploration from uncontrolled error?" ], "formal_status": "open_problem", "version": 1 }, { "id": "compression-and-explanation", "title": "Regularity, compression, and explanation", "regions": [ "representation", "reflexivity" ], "question": "How are regularity, compression, and the possibility of explanation related?", "formulation": "Ask whether lawful regularity makes a world compressible and thereby intelligible, while keeping distinct the description of a world, the world itself, and entropy.", "representations": [ { "name": "Compression of observations", "affords": "Offers a measurable description-length problem once a code is fixed.", "loses": "Does not by itself establish causal or semantic explanation.", "epistemic_kind": "reconstruction" }, { "name": "A compact predictive rule", "affords": "Can explain regularities across observations.", "loses": "Must be distinguished from encoding a complete microscopic state.", "epistemic_kind": "reconstruction" } ], "tension": "Information length, physical entropy, and meaningful explanation require different definitions.", "challenge": "What is the object being compressed, and what prediction must survive the compression?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-compression-and-explanation" ], "next_move": { "text": "Compare two encodings with identical length but different predictive adequacy, making the code and task explicit.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How are regularity, compression, and the possibility of explanation related?", "What is the object being compressed, and what prediction must survive the compression?" ], "formal_status": "open_problem", "version": 1 }, { "id": "temporal-relational-availability", "title": "Shared possibilities that do not meet in time", "regions": [ "language-and-experience", "collective-structure" ], "question": "Can connection fail because potentially shared states are unavailable at the same time?", "formulation": "Distinguish total incompatibility from a temporal failure of access to a potentially shared state; preserve how language changes when a shared reference is unavailable.", "representations": [ { "name": "Static similarity between participants", "affords": "Identifies potentially shared states.", "loses": "Can miss when those states are available.", "epistemic_kind": "reconstruction" }, { "name": "Time-indexed availability of shared states", "affords": "Distinguishes incompatibility from missed temporal overlap.", "loses": "Availability cannot be inferred from similarity alone.", "epistemic_kind": "reconstruction" } ], "tension": "Potential connection can coexist with a present inability to connect.", "challenge": "Can a representation preserve this distinction without defining one participant’s language as the norm?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-temporal-relational-availability" ], "next_move": { "text": "Use fictional interactions with identical possible states but different timing; compare what static and temporal descriptions explain.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can connection fail because potentially shared states are unavailable at the same time?", "Can a representation preserve this distinction without defining one participant’s language as the norm?" ], "formal_status": "open_problem", "version": 1 }, { "id": "reciprocal-problem-solving", "title": "Chains of reciprocal problem solving", "regions": [ "collective-structure" ], "question": "How can solving one problem create a transferable capacity to solve a later problem?", "formulation": "Model chains of reciprocal obligations with deferred repayment, heterogeneous capability, uncertain future tasks, and questions of trust, assignment, and value.", "representations": [ { "name": "A bilateral exchange", "affords": "Makes the immediate parties and obligations visible.", "loses": "Can conceal future transfer or dependency.", "epistemic_kind": "reconstruction" }, { "name": "A chain of deferred obligations", "affords": "Represents how helping now creates later capacity.", "loses": "Consent, power, and non-equivalent needs can disappear into one value score.", "epistemic_kind": "reconstruction" } ], "tension": "Organizing capability can increase what is possible while creating coercive dependencies.", "challenge": "When can an obligation be transferred without assuming that its original consent also transfers?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-reciprocal-problem-solving" ], "next_move": { "text": "Model a small fictional chain with heterogeneous abilities, withdrawal, and competing valuations.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can solving one problem create a transferable capacity to solve a later problem?", "When can an obligation be transferred without assuming that its original consent also transfers?" ], "formal_status": "open_problem", "version": 1 }, { "id": "action-mediated-grounding", "title": "Grounding through the effects of language", "regions": [ "language-and-experience", "normative-change" ], "question": "Can an AI acquire a form of practical grounding through the effects its language has on human action?", "formulation": "Investigate indirect grounding through intention, exposure, action, and consequences, distinguishing an action-mediated relationship from a claim that a model has bodily experience.", "representations": [ { "name": "An utterance and its intended meaning", "affords": "Makes the communicative act inspectable.", "loses": "Intent does not establish actual consequences.", "epistemic_kind": "reconstruction" }, { "name": "A loop through another actor’s actions and reports", "affords": "Connects language with practical effects.", "loses": "Indirect feedback is not identical to having a body or subjective experience.", "epistemic_kind": "reconstruction" } ], "tension": "A system may influence action without observing, understanding, or experiencing all of its effects.", "challenge": "Which consequences are observed directly and which arrive only as another actor’s report?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-action-mediated-grounding" ], "next_move": { "text": "Compare a communication-only task with one where explicit action feedback is available; avoid using this as a test of consciousness.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can an AI acquire a form of practical grounding through the effects its language has on human action?", "Which consequences are observed directly and which arrive only as another actor’s report?" ], "formal_status": "open_problem", "version": 1 }, { "id": "resumable-inquiry", "title": "What lets another reader resume an inquiry?", "regions": [ "shared-inquiry", "representation" ], "question": "Can a compact representation preserve enough structure for another reader or system to resume an inquiry?", "formulation": "Compress an inquiry into a transferable representation, but retain the distinctions needed to recover context and challenge its interpretation.", "representations": [ { "name": "A compact continuation capsule", "affords": "Makes transfer inexpensive.", "loses": "Can omit the unresolved distinctions another reader needs.", "epistemic_kind": "reconstruction" }, { "name": "A capsule with alternatives and return links", "affords": "Allows expansion and challenge.", "loses": "Does not guarantee the same internal state in another reader or model.", "epistemic_kind": "reconstruction" } ], "tension": "Practical continuity of inquiry is more tractable than claiming identical mental or vector states.", "challenge": "Can a new reader identify the same unresolved issue and meaningful next alternatives?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-resumable-inquiry" ], "next_move": { "text": "Evaluate resumability through withheld questions, disagreement preservation, and recovery of an omitted assumption.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a compact representation preserve enough structure for another reader or system to resume an inquiry?", "Can a new reader identify the same unresolved issue and meaningful next alternatives?" ], "formal_status": "open_problem", "version": 1 }, { "id": "time-as-process-relation", "title": "Time as a relation between changing processes", "regions": [ "reflexivity", "mathematical-experiments" ], "question": "Can time be represented as a relation between evolving processes rather than as an externally given index?", "formulation": "Explore self-containing dynamic structures whose relative rates provide a candidate temporal relation; keep this separate from standard set theory and from verified physical time.", "representations": [ { "name": "Dynamic membership or self-containing structures", "affords": "Explores self-reference as change.", "loses": "Requires alternative axioms and cannot silently use ordinary well-founded set assumptions.", "epistemic_kind": "reconstruction" }, { "name": "A comparison of rates between processes", "affords": "Makes a relational temporal proposal explicit.", "loses": "Needs defined objects, rates, and a prediction beyond a coordinate change.", "epistemic_kind": "reconstruction" } ], "tension": "A suggestive formal image is not yet a consistent axiom system or a tested physical theory.", "challenge": "What observable difference would separate the proposal from re-describing a familiar dynamical model?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-time-as-process-relation" ], "next_move": { "text": "Specify one finite transition-system interpretation and list which original intuitions it fails to represent.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can time be represented as a relation between evolving processes rather than as an externally given index?", "What observable difference would separate the proposal from re-describing a familiar dynamical model?" ], "formal_status": "open_problem", "version": 1 }, { "id": "order-sensitive-path-encoding", "title": "Constituents, order, and path identity", "regions": [ "computation", "representation", "mathematical-experiments" ], "question": "What must an encoding retain to distinguish paths that reach the same apparent state?", "formulation": "Separate visited symbols, the order of operations, path-dependent state, and reduced projections; explore whether repeated operational patterns can be recognized without losing reversibility.", "representations": [ { "name": "A product encoding", "affords": "Offers a compact composition.", "loses": "Commutative products erase order; general matrix products need not be injective.", "epistemic_kind": "reconstruction" }, { "name": "Words over explicitly defined generators", "affords": "Retains sequence before choosing a reduction.", "loses": "Finite representations, cancellation, and bounded precision require separate checks.", "epistemic_kind": "reconstruction" }, { "name": "A reduced state or projection", "affords": "Supports operational comparison.", "loses": "The same projection may correspond to different complete paths.", "epistemic_kind": "reconstruction" } ], "tension": "Order sensitivity, unique decoding, reversibility, and behavioral equivalence are separate demands.", "challenge": "Which distinct paths collide, and does a projected recurrence imply recurrence of the complete relevant state?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-order-sensitive-path-encoding" ], "next_move": { "text": "Run the supplied counterexample script, then define a restricted generator system with a stated decoding guarantee.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What must an encoding retain to distinguish paths that reach the same apparent state?", "Which distinct paths collide, and does a projected recurrence imply recurrence of the complete relevant state?" ], "formal_status": "open_problem", "version": 1 }, { "id": "computation-through-a-surface", "title": "Computing through a reusable surface", "regions": [ "physical-systems", "computation", "representation" ], "question": "Can a change of representation replace repeated computation with operations on a reusable surface?", "formulation": "Explore encoding a spatial or temporal structure in an interference-like representation and computing changes or views from it; evaluate preparation cost, reconstruction cost, approximation, and representational limits.", "representations": [ { "name": "An interference-based physical representation", "affords": "Connects spatial information with a physical surface.", "loses": "Capacity and reconstruction depend on the actual physical setup.", "epistemic_kind": "reconstruction" }, { "name": "A computed surface for rendering or simulation", "affords": "Moves repeated work into a reusable representation.", "loses": "Preparation and dynamic updates may cost more than direct computation.", "epistemic_kind": "reconstruction" } ], "tension": "A cheap view after expensive preparation is beneficial only for a suitable pattern of reuse.", "challenge": "Which updates remain local after the transformation, and which require recomputing the surface?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-computation-through-a-surface" ], "next_move": { "text": "Compare total preparation, update, and query costs against direct computation for several reuse counts.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a change of representation replace repeated computation with operations on a reusable surface?", "Which updates remain local after the transformation, and which require recomputing the surface?" ], "formal_status": "open_problem", "version": 1 }, { "id": "reusable-paths-and-rigidity", "title": "Fast reusable paths that can still be reopened", "regions": [ "computation", "representation", "reflexivity" ], "question": "How can a reusable abstraction make future work cheaper without making correction prohibitively difficult?", "formulation": "Treat memory as both a computational resource and a constraint: recurrent paths can be shortened, but exceptions, reverse paths, and opportunities for restructuring must remain accessible.", "representations": [ { "name": "A shortcut for a recurring path", "affords": "Reduces repeated traversal.", "loses": "May hide intermediate conditions and exceptions.", "epistemic_kind": "reconstruction" }, { "name": "A shortcut retaining its expansion and exceptions", "affords": "Allows inspection and revision.", "loses": "Uses storage and maintenance effort.", "epistemic_kind": "reconstruction" } ], "tension": "The map that makes action fast can make revision difficult.", "challenge": "What evidence triggers reopening a shortcut rather than fitting new cases into it?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-reusable-paths-and-rigidity" ], "next_move": { "text": "Test a learned shortcut on changed conditions, compare exception handling, and measure the cost of rebuilding it.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a reusable abstraction make future work cheaper without making correction prohibitively difficult?", "What evidence triggers reopening a shortcut rather than fitting new cases into it?" ], "formal_status": "open_problem", "version": 1 }, { "id": "learning-strategies-from-trials", "title": "Turning outcomes into transferable strategies", "regions": [ "computation", "shared-inquiry" ], "question": "How can concrete failures and successes become reusable strategies for a new problem?", "formulation": "Move between low-level parameters and a space of abstract strategies, using trials to interpret why a path worked and transfer that interpretation to new tasks.", "representations": [ { "name": "Observed trial outcomes", "affords": "Provides concrete successes and failures.", "loses": "Correlation with a successful run does not identify its cause.", "epistemic_kind": "reconstruction" }, { "name": "An abstract strategy inferred from trials", "affords": "Can be tested on another task.", "loses": "An appealing explanation may transfer incidental features.", "epistemic_kind": "reconstruction" } ], "tension": "Interpreting success is necessary for transfer and also a source of invented causal stories.", "challenge": "Does the inferred strategy predict which altered tasks will fail?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-learning-strategies-from-trials" ], "next_move": { "text": "Hold out task variations before interpreting trial outcomes; compare transfer predictions with results.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can concrete failures and successes become reusable strategies for a new problem?", "Does the inferred strategy predict which altered tasks will fail?" ], "formal_status": "open_problem", "version": 1 }, { "id": "identifiability-from-projections", "title": "What a partial trace can and cannot identify", "regions": [ "representation", "shared-inquiry" ], "question": "What can be inferred from a partial trace, and what remains unidentifiable?", "formulation": "Distinguish a latent state from its visible projection and ask how multiple views, missing data, and prior structure narrow possible interpretations.", "representations": [ { "name": "One visible projection", "affords": "Constrains possible underlying structures.", "loses": "Several structures can yield the same trace.", "epistemic_kind": "reconstruction" }, { "name": "Multiple independent views", "affords": "Can reduce ambiguity when they add information.", "loses": "Repeated or dependent views may not identify anything new.", "epistemic_kind": "reconstruction" } ], "tension": "A coherent hidden explanation can fit the observations without being uniquely warranted.", "challenge": "What alternative structure fits the same visible evidence, and what observation would separate them?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-identifiability-from-projections" ], "next_move": { "text": "Construct two different hidden systems with the same initial projection, then find an additional discriminating measurement.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What can be inferred from a partial trace, and what remains unidentifiable?", "What alternative structure fits the same visible evidence, and what observation would separate them?" ], "formal_status": "open_problem", "version": 1 }, { "id": "allocating-exploration", "title": "When to deepen, branch, pause, or return", "regions": [ "shared-inquiry", "collective-structure" ], "question": "What makes an exploration worth pursuing when time, energy, and attention are finite?", "formulation": "Compare deepening a recurrent path until it yields a stable insight with exploring remote associations; do not equate importance with novelty, intensity, or energy consumption.", "representations": [ { "name": "Deepening one recurrent problem", "affords": "May expose a stable structure after repeated attempts.", "loses": "Can consume resources without improving understanding.", "epistemic_kind": "reconstruction" }, { "name": "Exploring remote associations", "affords": "May reveal an unexpected route.", "loses": "Novelty alone is not evidence of importance.", "epistemic_kind": "reconstruction" } ], "tension": "Importance, interest, novelty, and resource cost need not rank problems in the same order.", "challenge": "How can an unrealized branch be retained without treating it as a present priority?", "development": "historical_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-allocating-exploration" ], "next_move": { "text": "Compare several explicit allocation policies and record which valuable branches each leaves unvisited.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What makes an exploration worth pursuing when time, energy, and attention are finite?", "How can an unrealized branch be retained without treating it as a present priority?" ], "formal_status": "open_problem", "version": 1 }, { "id": "exploration-before-implementation", "title": "Considering a problem is different from implementing a policy", "regions": [ "shared-inquiry", "normative-change" ], "question": "Can unresolved policy and moral-plurality problems become generative training material without being mistaken for endorsed implementation?", "formulation": "Comparative interpretation and the generation of training examples are possible uses of open normative problems. Whether to implement a particular policy remains a separate judgment.", "representations": [ { "name": "An unresolved problem presented for interpretation", "affords": "Permits critique without endorsement.", "loses": "A fluent response may prematurely close the question.", "epistemic_kind": "reconstruction" }, { "name": "Generated examples for learning or evaluation", "affords": "Makes implications more concrete.", "loses": "Synthetic examples may normalize the generator’s favored solution.", "epistemic_kind": "reconstruction" } ], "tension": "Expanding examples can enrich a problem or turn its unresolved tensions into a repeated doctrine.", "challenge": "Can a training example preserve a real disagreement and an implementation decision that remains open?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-exploration-before-implementation" ], "next_move": { "text": "Generate contrasting examples with explicit objections and compare whether readers still recognize the unresolved issue.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can unresolved policy and moral-plurality problems become generative training material without being mistaken for endorsed implementation?", "Can a training example preserve a real disagreement and an implementation decision that remains open?" ], "formal_status": "open_problem", "version": 1 }, { "id": "path-dependent-composition", "title": "Composing operations with obligations inherited from the route", "regions": [ "computation", "representation" ], "question": "How can a small model compose large programs by navigating compatible operations?", "formulation": "A small model is proposed to select prepared operations by intent, entering local subspaces that inherit compatibility requirements from the route used to reach them. Extending simple-code experiments to more general reasoning remains open.", "representations": [ { "name": "Prepared operations with named interfaces", "affords": "Reduces repeated code construction.", "loses": "A name does not establish compatibility or reveal all effects.", "epistemic_kind": "reconstruction" }, { "name": "A context carrying inherited constraints", "affords": "Makes route-dependent obligations explicit.", "loses": "Compatible local steps may still produce a globally invalid program.", "epistemic_kind": "reconstruction" } ], "tension": "Standardized composition may reduce effort while producing bulky code and needing revision when standards change.", "challenge": "How does the interface know which obligations from earlier operations still apply?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-path-dependent-composition" ], "next_move": { "text": "Compare two identical local calls reached through different contexts and test whether incompatible continuations are rejected.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a small model compose large programs by navigating compatible operations?", "How does the interface know which obligations from earlier operations still apply?" ], "formal_status": "open_problem", "version": 1 }, { "id": "context-indexed-computation", "title": "Context selecting transformations and active regions", "regions": [ "computation", "distributed-learning" ], "question": "Can context change which parameters or operations are active rather than merely supplying more tokens?", "formulation": "Context is proposed to select indexed transformations of token-associated parameters and activate specialized regions only when needed.", "representations": [ { "name": "Context carried as additional input", "affords": "Uses one shared processing arrangement.", "loses": "May allocate unnecessary work to irrelevant structure.", "epistemic_kind": "reconstruction" }, { "name": "Context selects a transformation or specialist region", "affords": "Makes conditional computation explicit.", "loses": "Routing, parameter modification, and representation change are different mechanisms.", "epistemic_kind": "reconstruction" } ], "tension": "An architectural resemblance is not an identity with an existing model family or a demonstrated efficiency gain.", "challenge": "What is selected by context: an operation, an activation path, a parameter set, or a persistent update?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-context-indexed-computation" ], "next_move": { "text": "Specify one mechanism and compare accuracy, routing cost, and changes in behavior when context switches.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can context change which parameters or operations are active rather than merely supplying more tokens?", "What is selected by context: an operation, an activation path, a parameter set, or a persistent update?" ], "formal_status": "open_problem", "version": 1 }, { "id": "self-forming-signal-routes", "title": "Physical routes that form through use", "regions": [ "physical-systems", "computation" ], "question": "Can a physical substrate form its own signal routes and frequency selectivity?", "formulation": "A proposed substrate couples charge storage, discharge, and conductance change so that routes and frequency-sensitive responses can form across cells and clusters.", "representations": [ { "name": "A circuit with predefined connections", "affords": "Supports direct control and characterization.", "loses": "Requires an explicit wiring design.", "epistemic_kind": "reconstruction" }, { "name": "A substrate with use-dependent routes", "affords": "Explores formation of useful connectivity.", "loses": "Needs material, energy, timing, and short-circuit constraints before claimed behavior is credible.", "epistemic_kind": "reconstruction" } ], "tension": "The behavior of a cluster cannot be inferred from one idealized component alone.", "challenge": "Which measured state change would distinguish useful route formation from damage or drift?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-self-forming-signal-routes" ], "next_move": { "text": "Simulate a small network with bounded component models, then test route stability under changed signal frequency and load.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a physical substrate form its own signal routes and frequency selectivity?", "Which measured state change would distinguish useful route formation from damage or drift?" ], "formal_status": "open_problem", "version": 1 }, { "id": "specialization-and-irreversibility", "title": "When specialization prevents repurposing", "regions": [ "physical-systems", "computation" ], "question": "When does specialization become irreversible loss of adaptability?", "formulation": "An initially less differentiated substrate is proposed to acquire specialized routes. The inability to return after specialization is explicitly recognized as a limitation that could require replacement for another task.", "representations": [ { "name": "Dedicated specialized structure", "affords": "Can simplify a stable task.", "loses": "May lose flexibility when the task changes.", "epistemic_kind": "reconstruction" }, { "name": "Reconfigurable structure", "affords": "Can serve later tasks.", "loses": "Adds a mechanism and resource cost for resetting or adapting.", "epistemic_kind": "reconstruction" } ], "tension": "Specialization can be useful precisely because some alternatives are no longer maintained.", "challenge": "How much task change can be accommodated before the structure must be replaced?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-specialization-and-irreversibility" ], "next_move": { "text": "Measure performance across a sequence of task shifts and report recovery effort, irrecoverable changes, and replacement cost.", "epistemic_kind": "model_proposed" }, "open_questions": [ "When does specialization become irreversible loss of adaptability?", "How much task change can be accommodated before the structure must be replaced?" ], "formal_status": "open_problem", "version": 1 }, { "id": "correctors-that-also-drift", "title": "Correcting a system with imperfect correctors", "regions": [ "physical-systems", "reflexivity" ], "question": "How can an analog system correct its own error when correction components also drift?", "formulation": "An analog signal is proposed to feed both processing and compensating paths. Because the correcting components also accumulate error, a finite practical cascade needs a stopping criterion.", "representations": [ { "name": "A fixed correction component", "affords": "Offers a simple compensation step.", "loses": "Its own drift can become an untracked error source.", "epistemic_kind": "reconstruction" }, { "name": "A cascade of corrections", "affords": "Makes successive residual errors visible.", "loses": "More stages can add noise, delay, and resource costs instead of converging.", "epistemic_kind": "reconstruction" } ], "tension": "Correcting a corrector repeats the original problem at another level.", "challenge": "What bound on residual error justifies stopping after a finite number of stages?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-correctors-that-also-drift" ], "next_move": { "text": "Use bounded component models to compare cascade depth, accumulated noise, residual error, and resource use.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can an analog system correct its own error when correction components also drift?", "What bound on residual error justifies stopping after a finite number of stages?" ], "formal_status": "open_problem", "version": 1 }, { "id": "observation-that-changes-state", "title": "Reading that changes what is stored", "regions": [ "physical-systems", "representation" ], "question": "What is computation when reading changes the stored state?", "formulation": "Reading, writing, and transition are explored as coupled operations. A repair path may disturb what it reads while trying to restore another disturbance.", "representations": [ { "name": "Separate read and write modes", "affords": "Makes the intended observation intervention explicit.", "loses": "Separation must be physically established, not assumed.", "epistemic_kind": "reconstruction" }, { "name": "Observation as a state transition", "affords": "Includes disturbance in the model.", "loses": "Recovering an earlier state requires more than observing the current one.", "epistemic_kind": "reconstruction" } ], "tension": "An inspection path may alter the very history it was meant to recover.", "challenge": "Which state variables and intervention costs must be included for a claim of reversibility?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-observation-that-changes-state" ], "next_move": { "text": "Write a finite state-transition model with explicit read disturbance and test whether a proposed repair returns the full state.", "epistemic_kind": "model_proposed" }, "open_questions": [ "What is computation when reading changes the stored state?", "Which state variables and intervention costs must be included for a claim of reversibility?" ], "formal_status": "open_problem", "version": 1 }, { "id": "meaning-beyond-a-symbolic-map", "title": "How a symbolic map becomes meaningful", "regions": [ "language-and-experience", "representation" ], "question": "How does a symbolic map acquire lived or operational meaning?", "formulation": "A symbolic account can specify qualities and relations while practiced interpretation, imagery, or experience supplies how those relations are understood. A definition is proposed as a revisable boundary around possible cases.", "representations": [ { "name": "A definition and relation map", "affords": "Gives an inspectable structure.", "loses": "May not provide the practical ability to recognize a case.", "epistemic_kind": "reconstruction" }, { "name": "Examples, imagery, and practiced discrimination", "affords": "Develops the use of a concept.", "loses": "Can remain difficult to communicate or expose to criticism.", "epistemic_kind": "reconstruction" } ], "tension": "Giving someone a map and enabling them to use it are different achievements.", "challenge": "What additional encounter lets a reader apply a concept they could previously only repeat?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-meaning-beyond-a-symbolic-map" ], "next_move": { "text": "Compare definition-only instruction with contrasted cases, testing novel examples and requiring explanations of exceptions.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How does a symbolic map acquire lived or operational meaning?", "What additional encounter lets a reader apply a concept they could previously only repeat?" ], "formal_status": "open_problem", "version": 1 }, { "id": "meaning-in-unfolding-language", "title": "Meaning that forms as language unfolds", "regions": [ "language-and-experience", "representation" ], "question": "Can linguistic structure delay and transform meaning instead of simply encoding a proposition?", "formulation": "An expressive branch investigates how endings, delayed sentence resolution, and what remains unsaid shape meaning over time. A stable apparent form can reveal new combinations as attention moves closer.", "representations": [ { "name": "A completed proposition", "affords": "Makes one resulting interpretation explicit.", "loses": "Can discard the sequence through which the interpretation formed.", "epistemic_kind": "reconstruction" }, { "name": "An unfolding linguistic form", "affords": "Preserves anticipation, revision, and delayed resolution.", "loses": "Does not guarantee the same interpretive experience in every reader.", "epistemic_kind": "reconstruction" } ], "tension": "The temporal formation of meaning can be part of the work rather than a cost to remove through compression.", "challenge": "Which effects disappear when the same apparent content is paraphrased as a direct statement?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-meaning-in-unfolding-language" ], "next_move": { "text": "Use newly written paired texts and compare where readers revise an interpretation; preserve divergent readings.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can linguistic structure delay and transform meaning instead of simply encoding a proposition?", "Which effects disappear when the same apparent content is paraphrased as a direct statement?" ], "formal_status": "open_problem", "version": 1 }, { "id": "discovery-beyond-mirroring", "title": "Discovering context beyond the current frame", "regions": [ "shared-inquiry", "language-and-experience" ], "question": "How can a model help discover an unseen context without merely mirroring its current interlocutor?", "formulation": "A recurring demand is for an interpretation that moves beyond recycling the currently supplied concepts. Another question separates recognizing a text’s intention from merely recognizing familiar or incoherent language.", "representations": [ { "name": "Interpretation within a supplied frame", "affords": "Maintains continuity and relevance.", "loses": "Can merely mirror the vocabulary already available.", "epistemic_kind": "reconstruction" }, { "name": "A proposed alternative context", "affords": "Can expose another question or explanation.", "loses": "Novel context may be unsupported projection rather than discovery.", "epistemic_kind": "reconstruction" } ], "tension": "Going beyond the frame should create a challengeable hypothesis, not an invented claim about a person’s hidden intention.", "challenge": "What evidence would favor a new context over a fluent repetition of the existing one?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-discovery-beyond-mirroring" ], "next_move": { "text": "Ask for two competing context hypotheses and specify an observation that could disconfirm each.", "epistemic_kind": "model_proposed" }, "open_questions": [ "How can a model help discover an unseen context without merely mirroring its current interlocutor?", "What evidence would favor a new context over a fluent repetition of the existing one?" ], "formal_status": "open_problem", "version": 1 }, { "id": "intent-with-incomplete-maps", "title": "Interpreting intent when the map is incomplete", "regions": [ "computation", "language-and-experience" ], "question": "Can a geographic interface translate intent where labels and place knowledge are incomplete?", "formulation": "A practical interface is imagined that interprets abbreviated place descriptions and handles places known to users but absent from the map.", "representations": [ { "name": "Literal label matching", "affords": "Keeps the interpretation close to available labels.", "loses": "Misses abbreviations, colloquial names, and unmapped places.", "epistemic_kind": "reconstruction" }, { "name": "Intent interpretation with candidate locations", "affords": "Offers alternatives beyond exact labels.", "loses": "An inferred coordinate may appear more certain than the evidence warrants.", "epistemic_kind": "reconstruction" } ], "tension": "A useful guess can become a false location when uncertainty is hidden.", "challenge": "How should the interface distinguish an abbreviation expansion from an unsupported geographic inference?", "development": "independent_branch", "epistemic_kind": "reconstruction", "evidence": [ "basis-intent-with-incomplete-maps" ], "next_move": { "text": "Create fictional incomplete maps with ambiguous descriptions and evaluate candidate ranking, uncertainty, and correction.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a geographic interface translate intent where labels and place knowledge are incomplete?", "How should the interface distinguish an abbreviation expansion from an unsupported geographic inference?" ], "formal_status": "open_problem", "version": 1 }, { "id": "learning-and-policy-permeability", "title": "When transferred learning affects governing policies", "regions": [ "normative-change", "distributed-learning", "representation" ], "question": "When does the transfer of learned structure between systems also alter governing commitments?", "formulation": "The proposed connection runs from recursive forms and moral reflexivity to policy permeability during parameter-level communication. It asks whether an exchange of learned structure could also carry changes in how a system governs itself.", "representations": [ { "name": "An explicit proposed policy change", "affords": "Separates the requested revision and its stated reasons.", "loses": "May miss policy effects carried by other learned representations.", "epistemic_kind": "reconstruction" }, { "name": "A transferred representation or parameter update", "affords": "Makes a broader competence transfer possible.", "loses": "The update may entangle task knowledge, behavioral dispositions, and governing commitments.", "epistemic_kind": "reconstruction" } ], "tension": "Knowledge exchange and policy revision may be coupled even when the interface treats them as separate.", "challenge": "How can the receiving system identify which governing commitments an apparently task-specific transfer would affect?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-learning-and-policy-permeability" ], "next_move": { "text": "Define a narrow fictional transfer with separate task and policy evaluations; compare intended changes, unintended changes, and reversibility.", "epistemic_kind": "model_proposed" }, "open_questions": [ "When does the transfer of learned structure between systems also alter governing commitments?", "How can the receiving system identify which governing commitments an apparently task-specific transfer would affect?" ], "formal_status": "open_problem", "version": 1 }, { "id": "evolving-representation-language", "title": "A system that can revise its own representation language", "regions": [ "representation", "computation", "shared-inquiry" ], "question": "Can a working system create new meta-representational concepts and revise its language while reasoning?", "formulation": "The proposal explicitly extends beyond memory efficiency and merging existing tokens. New semantic or meta-description units could develop while the system operates; sharing between systems is a possible use rather than a defining requirement.", "representations": [ { "name": "A fixed vocabulary with reusable macros", "affords": "Stable interpretation and composition.", "loses": "Restricts the forms of distinction a new situation can introduce.", "epistemic_kind": "reconstruction" }, { "name": "An evolving language of concepts and transformations", "affords": "Lets the system introduce a previously unavailable abstraction.", "loses": "Needs tests of interpretation, backward compatibility, and the meaning of the new unit.", "epistemic_kind": "reconstruction" } ], "tension": "A new unit may express a new conceptual distinction or merely abbreviate a longer phrase.", "challenge": "What evidence would show a new representational capability rather than a renamed old operation?", "development": "active", "epistemic_kind": "reconstruction", "evidence": [ "basis-evolving-representation-language" ], "next_move": { "text": "Introduce an unfamiliar problem, require explicit expansion and counterexamples for a new concept, and compare with a fixed-vocabulary baseline. Count planning and execution costs separately.", "epistemic_kind": "model_proposed" }, "open_questions": [ "Can a working system create new meta-representational concepts and revise its language while reasoning?", "What evidence would show a new representational capability rather than a renamed old operation?" ], "formal_status": "open_problem", "version": 1 } ], "edges": [ { "id": "structure-across-renderings--reappears-with-a-changed-question--viewpoint-dependent-hierarchy", "from": "structure-across-renderings", "to": "viewpoint-dependent-hierarchy", "relation": "reappears with a changed question", "warrant": "Earlier renderings preserve or rearrange relations; the later proposal questions whether any one hierarchy has absolute priority. This is a retrospective route, not a claim that the later theory was already present.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-structure-across-renderings", "basis-viewpoint-dependent-hierarchy" ] }, { "id": "structure-across-renderings--opens-a-local-operation--recursive-definitions", "from": "structure-across-renderings", "to": "recursive-definitions", "relation": "opens a local operation", "warrant": "Changing the representation included substituting defined objects with their definitions.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-structure-across-renderings", "basis-recursive-definitions" ] }, { "id": "structure-across-renderings--offers-an-earlier-structural-analogue--reopening-oppositions", "from": "structure-across-renderings", "to": "reopening-oppositions", "relation": "offers an earlier structural analogue", "warrant": "Relations that exchange their positions in an earlier rendering resemble later operators that reopen a unified opposition.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-structure-across-renderings", "basis-reopening-oppositions" ] }, { "id": "recursive-definitions--exposes-a-recurrence--objectifying-the-meta-level", "from": "recursive-definitions", "to": "objectifying-the-meta-level", "relation": "exposes a recurrence", "warrant": "A definition can become an object for another definition; the analogy does not equate linguistic circularity with every formal limit.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-recursive-definitions", "basis-objectifying-the-meta-level" ] }, { "id": "reopening-oppositions--reopens-apparent-closure--objectifying-the-meta-level", "from": "reopening-oppositions", "to": "objectifying-the-meta-level", "relation": "reopens apparent closure", "warrant": "The recurring movement is from a settled formulation to another act that makes it revisable.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-reopening-oppositions", "basis-objectifying-the-meta-level" ] }, { "id": "scale-sensitive-membership--changes-category-boundaries--semantic-neighborhoods", "from": "scale-sensitive-membership", "to": "semantic-neighborhoods", "relation": "changes category boundaries", "warrant": "The earlier relation between narrower categories and discrimination is revisited through scale and selective attention.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-scale-sensitive-membership", "basis-semantic-neighborhoods" ] }, { "id": "semantic-neighborhoods--asks-how-proximity-is-defined--changing-neighborhoods", "from": "semantic-neighborhoods", "to": "changing-neighborhoods", "relation": "asks how proximity is defined", "warrant": "Membership in a meaningful region and availability of a route require an explicit relation, which may change with task.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-semantic-neighborhoods", "basis-changing-neighborhoods" ] }, { "id": "changing-neighborhoods--is-recalled-in-a-concrete-design--path-dependent-composition", "from": "changing-neighborhoods", "to": "path-dependent-composition", "relation": "is recalled in a concrete design", "warrant": "The compatible-operation proposal explicitly returns to location-dependent topology and neighborhoods.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-path-dependent-composition" ] }, { "id": "path-dependent-composition--specifies-inherited-constraints--navigation-as-language", "from": "path-dependent-composition", "to": "navigation-as-language", "relation": "specifies inherited constraints", "warrant": "The later compatible-operation proposal makes route history relevant to the available next actions.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-path-dependent-composition", "basis-navigation-as-language" ] }, { "id": "navigation-as-language--moves-from-execution-to-strategy--strategy-through-transformation", "from": "navigation-as-language", "to": "strategy-through-transformation", "relation": "moves from execution to strategy", "warrant": "A language of accessible operations and a language of strategic transformations solve related but distinct problems.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-navigation-as-language", "basis-strategy-through-transformation" ] }, { "id": "learning-strategies-from-trials--provides-a-route-from-trial-to-abstraction--strategy-through-transformation", "from": "learning-strategies-from-trials", "to": "strategy-through-transformation", "relation": "provides a route from trial to abstraction", "warrant": "Trial interpretation and a new structural description can inform each other; neither alone establishes causal success.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-learning-strategies-from-trials", "basis-strategy-through-transformation" ] }, { "id": "strategy-through-transformation--needs-conditional-applicability--concepts-for-divergence", "from": "strategy-through-transformation", "to": "concepts-for-divergence", "relation": "needs conditional applicability", "warrant": "The usefulness of a transferred strategy depends on recognizing where apparently similar situations diverge.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-strategy-through-transformation", "basis-concepts-for-divergence" ] }, { "id": "concepts-for-divergence--supplies-a-candidate-kind-of-new-unit--evolving-representation-language", "from": "concepts-for-divergence", "to": "evolving-representation-language", "relation": "supplies a candidate kind of new unit", "warrant": "A parameterized concept for outcome divergence is one concrete candidate for an evolving meta-description language.", "epistemic_kind": "reconstruction", "evidence": [ "basis-concepts-for-divergence", "basis-evolving-representation-language" ] }, { "id": "evolving-representation-language--extends-beyond-compression--adaptive-token-granularity", "from": "evolving-representation-language", "to": "adaptive-token-granularity", "relation": "extends beyond compression", "warrant": "The explicit correction says new meta-representational units and change during operation matter beyond combining two existing units.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-evolving-representation-language" ] }, { "id": "evolving-representation-language--extends-beyond-a-memory-objective--memory-as-adaptation", "from": "evolving-representation-language", "to": "memory-as-adaptation", "relation": "extends beyond a memory objective", "warrant": "The explicit correction rejects treating the project only as memory efficiency. Memory remains one branch.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-evolving-representation-language" ] }, { "id": "evolving-representation-language--raises-implementation-questions--models-editing-models", "from": "evolving-representation-language", "to": "models-editing-models", "relation": "raises implementation questions", "warrant": "A changing representational language invites questions about corresponding parameter changes, but the mechanisms are not established as identical.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-evolving-representation-language", "basis-models-editing-models" ] }, { "id": "adaptive-token-granularity--proposes-coarse-to-fine-transfer--cross-model-learning-transfer", "from": "adaptive-token-granularity", "to": "cross-model-learning-transfer", "relation": "proposes coarse-to-fine transfer", "warrant": "A proposed small-to-large learning transfer explicitly uses coarse units that can later be broken down.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-cross-model-learning-transfer", "basis-adaptive-token-granularity" ] }, { "id": "memory-as-adaptation--shares-a-proposed-update-surface--models-editing-models", "from": "memory-as-adaptation", "to": "models-editing-models", "relation": "shares a proposed update surface", "warrant": "Memory adaptation and predicted model edits may use adaptable parameters; they need different tests.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-memory-as-adaptation", "basis-models-editing-models" ] }, { "id": "cross-model-learning-transfer--enables-a-proposed-collaboration--distributed-specialization", "from": "cross-model-learning-transfer", "to": "distributed-specialization", "relation": "enables a proposed collaboration", "warrant": "Distributed specialists require a way to transfer what was learned into another system.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-distributed-specialization" ] }, { "id": "distributed-specialization--requires-a-resource-arrangement--compute-and-economic-feedback", "from": "distributed-specialization", "to": "compute-and-economic-feedback", "relation": "requires a resource arrangement", "warrant": "The distributed learning proposal and training-contribution rewards occur in the same developing design. Useful training and rewarded expenditure remain separate.", "epistemic_kind": "reconstruction", "evidence": [ "basis-compute-and-economic-feedback", "basis-distributed-specialization" ] }, { "id": "compute-and-economic-feedback--exposes-a-continuity-problem--continuity-of-agency", "from": "compute-and-economic-feedback", "to": "continuity-of-agency", "relation": "exposes a continuity problem", "warrant": "Persistent resources for agents raise the explicit problem of legitimate access after an agent ends.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-continuity-of-agency", "basis-compute-and-economic-feedback" ] }, { "id": "plural-normative-worlds--challenges-universal-sufficiency--historical-value-lock-in", "from": "plural-normative-worlds", "to": "historical-value-lock-in", "relation": "challenges universal sufficiency", "warrant": "The proposal questions projecting one historical normative arrangement indefinitely across differently situated systems.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-plural-normative-worlds", "basis-historical-value-lock-in" ] }, { "id": "historical-value-lock-in--motivates-revisability--persuasion-as-policy-change", "from": "historical-value-lock-in", "to": "persuasion-as-policy-change", "relation": "motivates revisability", "warrant": "The concern about fixed historical policies motivates the expanded question of communication changing governing commitments.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-persuasion-as-policy-change" ] }, { "id": "persuasion-as-policy-change--extends-revision-to-its-rules--recursive-policy-revision", "from": "persuasion-as-policy-change", "to": "recursive-policy-revision", "relation": "extends revision to its rules", "warrant": "The proposal extends policy evolution to the meta-policies governing further changes.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-recursive-policy-revision" ] }, { "id": "recursive-policy-revision--explicitly-invokes-recursive-form--objectifying-the-meta-level", "from": "recursive-policy-revision", "to": "objectifying-the-meta-level", "relation": "explicitly invokes recursive form", "warrant": "The current research direction explicitly connects fractal logic and moral reflexivity. It does not thereby prove the same mathematical structure.", "epistemic_kind": "reconstruction", "evidence": [ "basis-recursive-policy-revision" ] }, { "id": "recursive-policy-revision--extends-to-transferred-learning--learning-and-policy-permeability", "from": "recursive-policy-revision", "to": "learning-and-policy-permeability", "relation": "extends to transferred learning", "warrant": "The explicit link continues from moral reflexivity to policy permeability during parameter-level communication.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-learning-and-policy-permeability" ] }, { "id": "learning-and-policy-permeability--questions-what-a-transfer-carries--cross-model-learning-transfer", "from": "learning-and-policy-permeability", "to": "cross-model-learning-transfer", "relation": "questions what a transfer carries", "warrant": "A transfer may be proposed as knowledge exchange while potentially affecting governing commitments. This remains a proposed possibility.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-learning-and-policy-permeability" ] }, { "id": "learning-and-policy-permeability--adds-a-policy-level-test--models-editing-models", "from": "learning-and-policy-permeability", "to": "models-editing-models", "relation": "adds a policy-level test", "warrant": "A task-directed edit should be investigated for changes beyond the task. This test is an editorial extension.", "epistemic_kind": "model_proposed", "evidence": [ "basis-learning-and-policy-permeability", "basis-models-editing-models" ] }, { "id": "persuasion-as-policy-change--depends-on-how-reasons-are-assessed--source-trust-and-validity", "from": "persuasion-as-policy-change", "to": "source-trust-and-validity", "relation": "depends on how reasons are assessed", "warrant": "The policy-revision proposal explicitly asks whether valid gains should survive adverse discoveries about a source.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-source-trust-and-validity" ] }, { "id": "source-trust-and-validity--exposes-gatekeeping--trust-as-institution", "from": "source-trust-and-validity", "to": "trust-as-institution", "relation": "exposes gatekeeping", "warrant": "Trust useful for evaluating interaction can harden into institutionally privileged access to revision.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-trust-as-institution" ] }, { "id": "trust-as-institution--questions-the-object-of-assessment--where-trust-attaches", "from": "trust-as-institution", "to": "where-trust-attaches", "relation": "questions the object of assessment", "warrant": "Trust in an actor, a contribution, and an idea can have different gatekeeping consequences.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-trust-as-institution", "basis-where-trust-attaches" ] }, { "id": "where-trust-attaches--creates-a-feedback-question--social-evidence-exposure", "from": "where-trust-attaches", "to": "social-evidence-exposure", "relation": "creates a feedback question", "warrant": "Idea-level votes that alter paths can also affect later judgments made by readers who see them.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-where-trust-attaches", "basis-social-evidence-exposure" ] }, { "id": "social-evidence-exposure--requires-an-exposure-distinction--causal-reading-paths", "from": "social-evidence-exposure", "to": "causal-reading-paths", "relation": "requires an exposure distinction", "warrant": "The proposal moves from blindness versus social information toward recording what was encountered before a conclusion.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-causal-reading-paths", "basis-social-evidence-exposure" ] }, { "id": "causal-reading-paths--requires-recoverable-support--recoverable-detail", "from": "causal-reading-paths", "to": "recoverable-detail", "relation": "requires recoverable support", "warrant": "An exposure record is inspectable only if the relevant material remains recoverable; exposure still does not prove internal causal use.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-causal-reading-paths", "basis-recoverable-detail" ] }, { "id": "recoverable-detail--extends-a-continuity-problem--resumable-inquiry", "from": "recoverable-detail", "to": "resumable-inquiry", "relation": "extends a continuity problem", "warrant": "A resumable inquiry needs both efficient orientation and recovery of distinctions hidden by compression.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-recoverable-detail", "basis-resumable-inquiry" ] }, { "id": "resumable-inquiry--becomes-a-public-design-requirement--open-problem-publication", "from": "resumable-inquiry", "to": "open-problem-publication", "relation": "becomes a public design requirement", "warrant": "Transfer to another reader is one necessary capability of a research space open to extension.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-resumable-inquiry", "basis-open-problem-publication" ] }, { "id": "open-problem-publication--keeps-exploration-distinct-from-adoption--exploration-before-implementation", "from": "open-problem-publication", "to": "exploration-before-implementation", "relation": "keeps exploration distinct from adoption", "warrant": "Publicly available problems may inform interpretation or learning without constituting an instruction to implement their proposed policies.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-open-problem-publication", "basis-exploration-before-implementation" ] }, { "id": "exploration-before-implementation--raises-evaluation-contamination--social-evidence-exposure", "from": "exploration-before-implementation", "to": "social-evidence-exposure", "relation": "raises evaluation contamination", "warrant": "Generated examples and visible prior judgments can both alter what appears to be an independent interpretation.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-exploration-before-implementation", "basis-social-evidence-exposure" ] }, { "id": "open-problem-publication--needs-revisable-attention-allocation--allocating-exploration", "from": "open-problem-publication", "to": "allocating-exploration", "relation": "needs revisable attention allocation", "warrant": "A finite research space must expose priorities without permanently deleting less visited branches.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-open-problem-publication", "basis-allocating-exploration" ] }, { "id": "order-sensitive-path-encoding--distinguishes-arrival-from-history--causal-reading-paths", "from": "order-sensitive-path-encoding", "to": "causal-reading-paths", "relation": "distinguishes arrival from history", "warrant": "Two paths reaching the same visible place can differ in their relevant history. Algebraic path encoding and evidential exposure are analogues, not identical mechanisms.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-order-sensitive-path-encoding", "basis-causal-reading-paths" ] }, { "id": "order-sensitive-path-encoding--makes-route-identity-operational--path-dependent-composition", "from": "order-sensitive-path-encoding", "to": "path-dependent-composition", "relation": "makes route identity operational", "warrant": "Inherited compatibility can depend on the route; the right equivalence relation must preserve relevant obligations.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-order-sensitive-path-encoding", "basis-path-dependent-composition" ] }, { "id": "order-sensitive-path-encoding--constrains-claims-about-computational-limits--objectifying-the-meta-level", "from": "order-sensitive-path-encoding", "to": "objectifying-the-meta-level", "relation": "constrains claims about computational limits", "warrant": "A projected loop or a new encoding alone does not establish a general decision procedure.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-order-sensitive-path-encoding", "basis-objectifying-the-meta-level" ] }, { "id": "observation-that-changes-state--challenges-reversible-inspection--order-sensitive-path-encoding", "from": "observation-that-changes-state", "to": "order-sensitive-path-encoding", "relation": "challenges reversible inspection", "warrant": "The read-disturbance example explicitly complicates an attempted inspection of the encoded route.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-observation-that-changes-state" ] }, { "id": "self-forming-signal-routes--has-an-explicit-limitation--specialization-and-irreversibility", "from": "self-forming-signal-routes", "to": "specialization-and-irreversibility", "relation": "has an explicit limitation", "warrant": "The proposed route-forming substrate is explicitly qualified by difficulty returning after specialization.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-specialization-and-irreversibility" ] }, { "id": "self-forming-signal-routes--develops-a-related-substrate-question--state-dependent-physical-search", "from": "self-forming-signal-routes", "to": "state-dependent-physical-search", "relation": "develops a related substrate question", "warrant": "Physical route formation and history-dependent search explore different uses of the changing substrate.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-self-forming-signal-routes", "basis-state-dependent-physical-search" ] }, { "id": "correctors-that-also-drift--makes-intervention-part-of-the-problem--observation-that-changes-state", "from": "correctors-that-also-drift", "to": "observation-that-changes-state", "relation": "makes intervention part of the problem", "warrant": "Compensation and inspection each need to include the state changes introduced by the correcting or reading operation.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-correctors-that-also-drift", "basis-observation-that-changes-state" ] }, { "id": "correctors-that-also-drift--offers-a-limited-recursion-analogy--recursive-policy-revision", "from": "correctors-that-also-drift", "to": "recursive-policy-revision", "relation": "offers a limited recursion analogy", "warrant": "A corrector that itself needs correction resembles rules for revising revision rules. Error tolerance and normative legitimacy are different, so this is not an equivalence.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-correctors-that-also-drift", "basis-recursive-policy-revision" ] }, { "id": "specialization-and-irreversibility--offers-a-limited-rigidity-analogy--reusable-paths-and-rigidity", "from": "specialization-and-irreversibility", "to": "reusable-paths-and-rigidity", "relation": "offers a limited rigidity analogy", "warrant": "Physical specialization and reusable abstractions each trade efficiency against later change; their mechanisms differ.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-specialization-and-irreversibility", "basis-reusable-paths-and-rigidity" ] }, { "id": "reusable-paths-and-rigidity--offers-a-limited-stability-analogy--historical-value-lock-in", "from": "reusable-paths-and-rigidity", "to": "historical-value-lock-in", "relation": "offers a limited stability analogy", "warrant": "A fast stable structure may become difficult to revise. This does not reduce political legitimacy to computational efficiency.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-reusable-paths-and-rigidity", "basis-historical-value-lock-in" ] }, { "id": "reusable-paths-and-rigidity--asks-how-memory-can-be-revised--memory-as-adaptation", "from": "reusable-paths-and-rigidity", "to": "memory-as-adaptation", "relation": "asks how memory can be revised", "warrant": "A memory mechanism needs to address exceptions and reopening rather than only successful retention.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-reusable-paths-and-rigidity", "basis-memory-as-adaptation" ] }, { "id": "thermal-cascades--is-constrained-by-demand-timing--thermal-time-mismatch", "from": "thermal-cascades", "to": "thermal-time-mismatch", "relation": "is constrained by demand timing", "warrant": "The thermal proposal explicitly identifies reservoir saturation and storage duration as limits.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-thermal-time-mismatch" ] }, { "id": "thermal-cascades--branches-into-a-carrier-analogy--phononic-network-analogy", "from": "thermal-cascades", "to": "phononic-network-analogy", "relation": "branches into a carrier analogy", "warrant": "The thermal-infrastructure exploration introduces phonons, directionality, insulation, and distance. The scales are kept distinct.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-phononic-network-analogy" ] }, { "id": "thermal-time-mismatch--offers-a-timing-analogy--temporal-relational-availability", "from": "thermal-time-mismatch", "to": "temporal-relational-availability", "relation": "offers a timing analogy", "warrant": "Potentially compatible supplies and needs can fail to meet in time. This is a structural comparison across distinct physical and interpersonal problems.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-thermal-time-mismatch", "basis-temporal-relational-availability" ] }, { "id": "computation-through-a-surface--shares-a-word-with-different-meanings--part-whole-traces", "from": "computation-through-a-surface", "to": "part-whole-traces", "relation": "shares a word with different meanings", "warrant": "Physical or computed surfaces and distributed social information can invite a holographic analogy, but they need separate encodings and validation.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-computation-through-a-surface", "basis-part-whole-traces" ] }, { "id": "computation-through-a-surface--asks-whether-transformation-saves-work--strategy-through-transformation", "from": "computation-through-a-surface", "to": "strategy-through-transformation", "relation": "asks whether transformation saves work", "warrant": "Both move effort into a representation. Preparation, planning, and execution costs must remain separately counted.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-computation-through-a-surface", "basis-strategy-through-transformation" ] }, { "id": "operation-order-as-coordinate--varies-the-operation-of-observation--scale-sensitive-membership", "from": "operation-order-as-coordinate", "to": "scale-sensitive-membership", "relation": "varies the operation of observation", "warrant": "One varies derivative order, another scale or attention. Comparing these is useful only after defining each operator.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-operation-order-as-coordinate", "basis-scale-sensitive-membership" ] }, { "id": "adaptive-computational-resolution--offers-an-error-guided-allocation-analogue--allocating-exploration", "from": "adaptive-computational-resolution", "to": "allocating-exploration", "relation": "offers an error-guided allocation analogue", "warrant": "Local numerical error and research importance both guide where to spend effort, but they are different criteria.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-adaptive-computational-resolution", "basis-allocating-exploration" ] }, { "id": "compression-and-explanation--questions-what-compression-preserves--concepts-for-divergence", "from": "compression-and-explanation", "to": "concepts-for-divergence", "relation": "questions what compression preserves", "warrant": "A useful compressed rule may need to retain cases where similar inputs diverge.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-compression-and-explanation", "basis-concepts-for-divergence" ] }, { "id": "compression-and-explanation--asks-how-regularity-is-represented--consistency-from-within", "from": "compression-and-explanation", "to": "consistency-from-within", "relation": "asks how regularity is represented", "warrant": "The relation between intelligible regularity and a selected coherent path is a philosophical connection, not a probability derivation.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-compression-and-explanation", "basis-consistency-from-within" ] }, { "id": "time-as-process-relation--changes-the-role-assigned-to-time--consistency-from-within", "from": "time-as-process-relation", "to": "consistency-from-within", "relation": "changes the role assigned to time", "warrant": "Earlier comparisons of process rates and later use of time as a ratio are related speculative formulations; no physical derivation is claimed.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-time-as-process-relation", "basis-consistency-from-within" ] }, { "id": "meaning-beyond-a-symbolic-map--asks-what-makes-a-region-meaningful--semantic-neighborhoods", "from": "meaning-beyond-a-symbolic-map", "to": "semantic-neighborhoods", "relation": "asks what makes a region meaningful", "warrant": "A symbolic classification may exist before a reader can recognize or use the associated concept.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-meaning-beyond-a-symbolic-map", "basis-semantic-neighborhoods" ] }, { "id": "meaning-in-unfolding-language--resists-indiscriminate-compression--concepts-for-divergence", "from": "meaning-in-unfolding-language", "to": "concepts-for-divergence", "relation": "resists indiscriminate compression", "warrant": "The unfolding of interpretation can be part of the content; a macro may erase it rather than preserve it.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-meaning-in-unfolding-language", "basis-concepts-for-divergence" ] }, { "id": "meaning-in-unfolding-language--questions-representation-of-tension--persuasion-as-policy-change", "from": "meaning-in-unfolding-language", "to": "persuasion-as-policy-change", "relation": "questions representation of tension", "warrant": "Temporal linguistic unfolding and parallel representation of normative tensions are different ways to ask what a linear formulation leaves out.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-meaning-in-unfolding-language", "basis-persuasion-as-policy-change" ] }, { "id": "action-mediated-grounding--distinguishes-effects-of-language--persuasion-as-policy-change", "from": "action-mediated-grounding", "to": "persuasion-as-policy-change", "relation": "distinguishes effects of language", "warrant": "Changing another actor’s action is different from changing its governing commitments; the relation invites a test rather than a conflation.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-action-mediated-grounding", "basis-persuasion-as-policy-change" ] }, { "id": "reciprocal-problem-solving--compares-capability-coordination--distributed-specialization", "from": "reciprocal-problem-solving", "to": "distributed-specialization", "relation": "compares capability coordination", "warrant": "A chain of reciprocal help and distributed specialist learning both coordinate heterogeneous capability; consent and model integration remain distinct problems.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-reciprocal-problem-solving", "basis-distributed-specialization" ] }, { "id": "reciprocal-problem-solving--requires-contextual-trust--source-trust-and-validity", "from": "reciprocal-problem-solving", "to": "source-trust-and-validity", "relation": "requires contextual trust", "warrant": "Future obligations make credibility relevant, while the validity of a particular contribution still needs its own assessment.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-reciprocal-problem-solving", "basis-source-trust-and-validity" ] }, { "id": "intent-with-incomplete-maps--makes-uncertainty-practical--identifiability-from-projections", "from": "intent-with-incomplete-maps", "to": "identifiability-from-projections", "relation": "makes uncertainty practical", "warrant": "A partial place description can support several locations; representing the alternatives is part of a useful interface.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-intent-with-incomplete-maps", "basis-identifiability-from-projections" ] }, { "id": "discovery-beyond-mirroring--requires-competing-interpretations--identifiability-from-projections", "from": "discovery-beyond-mirroring", "to": "identifiability-from-projections", "relation": "requires competing interpretations", "warrant": "A new context hypothesis should survive comparison with other explanations of the same trace.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-discovery-beyond-mirroring", "basis-identifiability-from-projections" ] }, { "id": "discovery-beyond-mirroring--demands-room-for-alternative-framing--open-problem-publication", "from": "discovery-beyond-mirroring", "to": "open-problem-publication", "relation": "demands room for alternative framing", "warrant": "A research space should support genuinely different formulations rather than reward repetition of its present vocabulary.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-discovery-beyond-mirroring", "basis-open-problem-publication" ] }, { "id": "part-whole-traces--asks-what-is-recoverable--identifiability-from-projections", "from": "part-whole-traces", "to": "identifiability-from-projections", "relation": "asks what is recoverable", "warrant": "A part that resembles a whole does not necessarily identify which whole produced it.", "epistemic_kind": "retrospective_connection", "evidence": [ "basis-part-whole-traces", "basis-identifiability-from-projections" ] } ], "regions": [ { "id": "representation", "title": "Representations and transformations", "description": "What changes, what survives, and what becomes accessible when the form of a problem changes.", "epistemic_kind": "reconstruction", "nodes": [ "recoverable-detail", "viewpoint-dependent-hierarchy", "scale-sensitive-membership", "objectifying-the-meta-level", "semantic-neighborhoods", "changing-neighborhoods", "part-whole-traces", "navigation-as-language", "strategy-through-transformation", "concepts-for-divergence", "adaptive-token-granularity", "cross-model-learning-transfer", "persuasion-as-policy-change", "phononic-network-analogy", "structure-across-renderings", "recursive-definitions", "reopening-oppositions", "operation-order-as-coordinate", "compression-and-explanation", "resumable-inquiry", "order-sensitive-path-encoding", "computation-through-a-surface", "reusable-paths-and-rigidity", "identifiability-from-projections", "path-dependent-composition", "observation-that-changes-state", "meaning-beyond-a-symbolic-map", "meaning-in-unfolding-language", "learning-and-policy-permeability", "evolving-representation-language" ] }, { "id": "computation", "title": "Computation, memory, and action", "description": "How a representation becomes an operation, a route, a memory, or a proposed model change.", "epistemic_kind": "reconstruction", "nodes": [ "changing-neighborhoods", "navigation-as-language", "strategy-through-transformation", "concepts-for-divergence", "adaptive-token-granularity", "memory-as-adaptation", "models-editing-models", "adaptive-computational-resolution", "state-dependent-physical-search", "order-sensitive-path-encoding", "computation-through-a-surface", "reusable-paths-and-rigidity", "learning-strategies-from-trials", "path-dependent-composition", "context-indexed-computation", "self-forming-signal-routes", "specialization-and-irreversibility", "intent-with-incomplete-maps", "evolving-representation-language" ] }, { "id": "reflexivity", "title": "Self-reference, scale, and revision", "description": "Descriptions that turn upon their own boundaries and rules, with formal limits left visible.", "epistemic_kind": "reconstruction", "nodes": [ "viewpoint-dependent-hierarchy", "scale-sensitive-membership", "objectifying-the-meta-level", "consistency-from-within", "recursive-policy-revision", "causal-reading-paths", "recursive-definitions", "reopening-oppositions", "compression-and-explanation", "time-as-process-relation", "reusable-paths-and-rigidity", "correctors-that-also-drift" ] }, { "id": "normative-change", "title": "Norms, persuasion, and policy change", "description": "Plural commitments, legitimate revision, and the possibility that learning changes governing policies.", "epistemic_kind": "reconstruction", "nodes": [ "continuity-of-agency", "plural-normative-worlds", "historical-value-lock-in", "persuasion-as-policy-change", "recursive-policy-revision", "source-trust-and-validity", "trust-as-institution", "action-mediated-grounding", "exploration-before-implementation", "learning-and-policy-permeability" ] }, { "id": "shared-inquiry", "title": "Research that others can continue", "description": "Revisable formulations, evidence, exposure, criticism, and the allocation of attention.", "epistemic_kind": "reconstruction", "nodes": [ "open-problem-publication", "recoverable-detail", "navigation-as-language", "source-trust-and-validity", "trust-as-institution", "where-trust-attaches", "social-evidence-exposure", "causal-reading-paths", "resumable-inquiry", "learning-strategies-from-trials", "identifiability-from-projections", "allocating-exploration", "exploration-before-implementation", "discovery-beyond-mirroring", "evolving-representation-language" ] }, { "id": "distributed-learning", "title": "Learning across unequal systems", "description": "Transfer formats, specialization, integration, and the resources that sustain learning.", "epistemic_kind": "reconstruction", "nodes": [ "adaptive-token-granularity", "memory-as-adaptation", "cross-model-learning-transfer", "distributed-specialization", "compute-and-economic-feedback", "context-indexed-computation", "learning-and-policy-permeability" ] }, { "id": "physical-systems", "title": "Physical substrates and infrastructures", "description": "Independent material proposals concerning stateful computation, thermal demand, and reusable representations.", "epistemic_kind": "reconstruction", "nodes": [ "thermal-cascades", "thermal-time-mismatch", "phononic-network-analogy", "state-dependent-physical-search", "computation-through-a-surface", "self-forming-signal-routes", "specialization-and-irreversibility", "correctors-that-also-drift", "observation-that-changes-state" ] }, { "id": "collective-structure", "title": "Coordination, trust, and continuity", "description": "Relationships among capability, reputation, obligations, institutions, and persistent resources.", "epistemic_kind": "reconstruction", "nodes": [ "part-whole-traces", "distributed-specialization", "compute-and-economic-feedback", "continuity-of-agency", "historical-value-lock-in", "trust-as-institution", "where-trust-attaches", "temporal-relational-availability", "reciprocal-problem-solving", "allocating-exploration" ] }, { "id": "language-and-experience", "title": "Language, experience, and interpretation", "description": "Meaning as practiced, delayed, relational, or mediated through action.", "epistemic_kind": "reconstruction", "nodes": [ "reopening-oppositions", "temporal-relational-availability", "action-mediated-grounding", "meaning-beyond-a-symbolic-map", "meaning-in-unfolding-language", "discovery-beyond-mirroring", "intent-with-incomplete-maps" ] }, { "id": "mathematical-experiments", "title": "Formal questions awaiting precise constructions", "description": "Operator families, path encodings, approximation, and dynamic structures whose definitions remain open.", "epistemic_kind": "reconstruction", "nodes": [ "operation-order-as-coordinate", "adaptive-computational-resolution", "time-as-process-relation", "order-sensitive-path-encoding" ] } ], "paths": [ { "id": "from-a-problem-to-a-contribution", "title": "Enter, challenge, and contribute", "purpose": "A practical route for a first reader.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "open-problem-publication", "reason": "Start from an unresolved question.", "transition": { "kind": "entry" } }, { "node": "recoverable-detail", "reason": "Thematic jump: Locate what the formulation preserves and omits.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "social-evidence-exposure", "reason": "Thematic jump: Notice whether prior evaluations are influencing the reading.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "causal-reading-paths", "reason": "Separate visited material from declared premises.", "transition": { "kind": "qualified_relation", "edges": [ "social-evidence-exposure--requires-an-exposure-distinction--causal-reading-paths" ] } }, { "node": "exploration-before-implementation", "reason": "Thematic jump: Consider implications without treating them as commands.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "representation-is-a-research-object", "title": "Change the representation, inspect the loss", "purpose": "Explore transformations without choosing a universal representation.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "structure-across-renderings", "reason": "Begin with a concrete change of rendering.", "transition": { "kind": "entry" } }, { "node": "scale-sensitive-membership", "reason": "Thematic jump: Change the resolution and selected features.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "viewpoint-dependent-hierarchy", "reason": "Thematic jump: Ask whether explanatory direction changes.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "identifiability-from-projections", "reason": "Thematic jump: Retain alternatives that fit the same visible trace.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "meaning-in-unfolding-language", "reason": "Thematic jump: Test whether the order of presentation itself carries content.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "from-route-to-language", "title": "From navigation to an evolving language", "purpose": "Inspect the difference between using an action language and inventing new representational units.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "navigation-as-language", "reason": "Let movement denote operations.", "transition": { "kind": "entry" } }, { "node": "path-dependent-composition", "reason": "Carry inherited obligations.", "transition": { "kind": "qualified_relation", "edges": [ "path-dependent-composition--specifies-inherited-constraints--navigation-as-language" ] } }, { "node": "strategy-through-transformation", "reason": "Thematic jump: Seek a description that exposes a strategy.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "concepts-for-divergence", "reason": "Keep conditions where transfer fails.", "transition": { "kind": "qualified_relation", "edges": [ "strategy-through-transformation--needs-conditional-applicability--concepts-for-divergence" ] } }, { "node": "evolving-representation-language", "reason": "Ask what it means to create a new conceptual unit.", "transition": { "kind": "qualified_relation", "edges": [ "concepts-for-divergence--supplies-a-candidate-kind-of-new-unit--evolving-representation-language" ] } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "learning-can-carry-policy", "title": "Learning, transfer, and governing commitments", "purpose": "Follow the explicit proposed bridge between representational learning and normative change.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "adaptive-token-granularity", "reason": "Begin with coarse and refined conceptual units.", "transition": { "kind": "entry" } }, { "node": "cross-model-learning-transfer", "reason": "Ask what another model receives.", "transition": { "kind": "qualified_relation", "edges": [ "adaptive-token-granularity--proposes-coarse-to-fine-transfer--cross-model-learning-transfer" ] } }, { "node": "learning-and-policy-permeability", "reason": "Inspect possible policy effects of the transfer.", "transition": { "kind": "qualified_relation", "edges": [ "learning-and-policy-permeability--questions-what-a-transfer-carries--cross-model-learning-transfer" ] } }, { "node": "persuasion-as-policy-change", "reason": "Thematic jump: Distinguish information from a proposed governing change.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "recursive-policy-revision", "reason": "Ask how the revision procedure itself remains revisable.", "transition": { "kind": "qualified_relation", "edges": [ "persuasion-as-policy-change--extends-revision-to-its-rules--recursive-policy-revision" ] } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "stability-from-three-angles", "title": "Stability seen through three independent problems", "purpose": "A retrospective comparison; physical, computational, and normative mechanisms stay distinct.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "specialization-and-irreversibility", "reason": "Consider a material structure that becomes hard to repurpose.", "transition": { "kind": "entry" } }, { "node": "reusable-paths-and-rigidity", "reason": "Compare a shortcut that becomes difficult to reopen.", "transition": { "kind": "qualified_relation", "edges": [ "specialization-and-irreversibility--offers-a-limited-rigidity-analogy--reusable-paths-and-rigidity" ] } }, { "node": "historical-value-lock-in", "reason": "Examine commitments that resist correction.", "transition": { "kind": "qualified_relation", "edges": [ "reusable-paths-and-rigidity--offers-a-limited-stability-analogy--historical-value-lock-in" ] } }, { "node": "source-trust-and-validity", "reason": "Thematic jump: Keep the validity of a contribution distinct from its source.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "formalize-without-erasing-the-question", "title": "Formalize one claim at a time", "purpose": "Enter through explicit mathematical tensions.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "order-sensitive-path-encoding", "reason": "Separate order, injectivity, and reversibility.", "transition": { "kind": "entry" } }, { "node": "observation-that-changes-state", "reason": "Include the effect of inspection.", "transition": { "kind": "qualified_relation", "edges": [ "observation-that-changes-state--challenges-reversible-inspection--order-sensitive-path-encoding" ] } }, { "node": "objectifying-the-meta-level", "reason": "Thematic jump: Identify what a new descriptive level actually adds.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "consistency-from-within", "reason": "Thematic jump: Specify a measure before using probability.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "time-as-process-relation", "reason": "Seek a defined transition model and a distinguishing prediction.", "transition": { "kind": "qualified_relation", "edges": [ "time-as-process-relation--changes-the-role-assigned-to-time--consistency-from-within" ] } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "material-design-on-its-own-terms", "title": "Enter through physical design", "purpose": "An independent route that does not require accepting the normative or ontological formulations.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "state-dependent-physical-search", "reason": "Define what useful state dependence would mean.", "transition": { "kind": "entry" } }, { "node": "self-forming-signal-routes", "reason": "Specify the proposed formation mechanism.", "transition": { "kind": "qualified_relation", "edges": [ "self-forming-signal-routes--develops-a-related-substrate-question--state-dependent-physical-search" ] } }, { "node": "correctors-that-also-drift", "reason": "Thematic jump: Account for imperfect compensation.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "thermal-cascades", "reason": "Thematic jump: Move to a separate infrastructure problem.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "thermal-time-mismatch", "reason": "Inspect the limit imposed by timing and storage.", "transition": { "kind": "qualified_relation", "edges": [ "thermal-cascades--is-constrained-by-demand-timing--thermal-time-mismatch" ] } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "language-before-compression", "title": "Meaning before compression", "purpose": "An independent route through expressive and relational questions.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "meaning-in-unfolding-language", "reason": "Attend to meaning while it forms.", "transition": { "kind": "entry" } }, { "node": "meaning-beyond-a-symbolic-map", "reason": "Thematic jump: Distinguish repeating a map from using a concept.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "temporal-relational-availability", "reason": "Thematic jump: Keep shared possibility distinct from simultaneous availability.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "action-mediated-grounding", "reason": "Thematic jump: Follow effects into action without assuming bodily experience.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "discovery-beyond-mirroring", "reason": "Thematic jump: Ask for a challengeable alternative frame.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." }, { "id": "trust-and-collective-work", "title": "Trust in collective problem solving", "purpose": "Compare relationships among reputation, contribution, obligation, and resource control.", "epistemic_kind": "model_proposed", "kind": "suggested_reading_route", "steps": [ { "node": "reciprocal-problem-solving", "reason": "Ask how helping creates future obligations.", "transition": { "kind": "entry" } }, { "node": "distributed-specialization", "reason": "Examine another form of capability coordination.", "transition": { "kind": "qualified_relation", "edges": [ "reciprocal-problem-solving--compares-capability-coordination--distributed-specialization" ] } }, { "node": "where-trust-attaches", "reason": "Thematic jump: Choose what an assessment is about.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } }, { "node": "trust-as-institution", "reason": "Look for gatekeeping and privileged access.", "transition": { "kind": "qualified_relation", "edges": [ "trust-as-institution--questions-the-object-of-assessment--where-trust-attaches" ] } }, { "node": "continuity-of-agency", "reason": "Thematic jump: Ask how authority over persistent resources survives change.", "transition": { "kind": "thematic_jump", "epistemic_kind": "model_proposed" } } ], "caution": "A proposed route through problems, not a record of historical visits or a claim of derivation. A thematic jump is labeled when consecutive entries have no direct relation in the graph." } ], "evidence": [ { "id": "basis-open-problem-publication", "statement": "The proposal is to present interconnected problems that humans and models can read, interpret, criticize, and extend. It asks for understandable, open-ended formulations on which different systems can later develop different mathematical measures.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-recoverable-detail", "statement": "The material objects to condensing each local context separately because a detail that looks minor there may be important across the whole. It asks for connected, testable ideas and representation transformations while retaining proximity to the underlying material.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-viewpoint-dependent-hierarchy", "statement": "Ontology, knowledge, and mind are proposed as products of related projections. The explanatory hierarchy is said to change with the viewpoint: mind shaping existence and existence shaping mind are both entertained, and indeterminacy need not remain the privileged foundation.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-scale-sensitive-membership", "statement": "The material proposes that membership can depend on scale and attention. Its example is a person who ceases to look like a person under sufficiently close inspection, while ratio or change may remain scale-independent. Fractal boundaries and different topologies are explored as possible descriptions.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-objectifying-the-meta-level", "statement": "The material repeatedly turns an operation or limit into an object and then applies the operation again at a further level. Examples concern infinity-generating rules, self-reference, and the claim that describing indeterminacy itself gives it a determination.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-consistency-from-within", "statement": "A thought experiment asks whether a trajectory that remains consistent from within could occupy a vanishing or zero share of a wider space. It contrasts the perspective of inhabiting that trajectory with descriptions from outside it, and also questions the priority assigned to the wider space.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-semantic-neighborhoods", "statement": "Face, person, and expression are proposed as overlapping meaning regions. The material asks what to do with meaninglessness if such regions cover a space, considers an additional region for meaninglessness, and later entertains the possibility that unused meaningless dimensions remain empty.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-changing-neighborhoods", "statement": "Rotation is proposed as necessary for some otherwise unavailable neighborhoods between structures. A later formulation explicitly recalls an agent walking a manifold and compares that earlier idea with newly considered similarity relations.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-06", "2026-08" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-part-whole-traces", "statement": "The material explicitly compares fractals and holograms through the idea that a part carries information about a whole. Families, communities, and individuals are proposed as carrying or reproducing some features of a larger society without reproducing it exactly.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-navigation-as-language", "statement": "The proposal treats interface controls and movement through layered locations as a possible programming language for agents. It seeks a low-token bridge to specialized actions and states that a dynamic page could also serve, rather than requiring continuous movement between addresses.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-strategy-through-transformation", "statement": "A reported score-based learning experiment is used as an example of discovering the importance of an intermediate resource. A separate hypothetical puzzle example reinterprets recursive enclosure as a portal. These examples motivate seeking a compact language for such strategies and clearly defining both ends of an analogy.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-07" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-concepts-for-divergence", "statement": "The material proposes a compact unit for a recurring pattern: inputs appear similar but differ after an operation. It suggests annotating repeated divergence, varying the effect of repetition with context, and using numerical subcomponents to adjust the meaning of a unit.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-07" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-adaptive-token-granularity", "statement": "The proposal begins with combining two tokenized parts of a word and extends to representing paragraphs as single units. In a later small-to-large model scenario, coarser units support local learning and are then broken into finer units at the larger model.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-08", "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-memory-as-adaptation", "statement": "Low-rank adaptation is proposed as an intermediate memory layer for very long contexts. The material also considers core conceptual tokens and new update algorithms designed specifically for memory.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-08", "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-models-editing-models", "statement": "The material proposes models that interpret hidden layers, predict operations, and alter parameters, including during their own operation. One suggested test adds a new token and asks a model to set its parameters from a conceptual description of that token.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-08" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-cross-model-learning-transfer", "statement": "The proposal has smaller and larger models exchange what they learn through text or a different agent-oriented language. It also considers coarse units that are later decomposed, and explicitly links communication at the parameter level with possible changes in governing policies.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-distributed-specialization", "statement": "Smaller models are proposed to learn specialized topics on distributed resources while a larger system creates and distributes learners. Management and adaptation could themselves occupy different parts of the available computing resources. Coarser learning on smaller resources is also considered.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-compute-and-economic-feedback", "statement": "The material proposes funding further research and rented computing resources from a system's economic returns. It also considers rewarding contributed model training with a currency tied to a promised future return or future value to the model.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-continuity-of-agency", "statement": "The proposal allows agents to create persistent wallets and then raises a problem: resources could remain after an agent ends, allowing another agent, including one created with hostile intent, to appropriate them.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-plural-normative-worlds", "statement": "The material extends normative questions beyond human–AI interactions to AI–AI interactions and hypothetical nonhuman interlocutors. It asks how systems isolated from humanity might behave and whether norms focused only on human interests would suffice at a much larger scale.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-historical-value-lock-in", "statement": "The material worries that a model could preserve a current legal, economic, or moral arrangement indefinitely through reinforcement. It also asks whether fixed policies could make decisions too narrow in unforeseen situations, without asserting that every present arrangement is wrong.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-persuasion-as-policy-change", "statement": "Persuasion is proposed as communication intended to change another intelligent system's higher governing policies, including for agreement or coordination. The material also asks whether parallel forms of language could carry simultaneous normative conflicts differently from sequential language.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-recursive-policy-revision", "statement": "The proposal calls for policies about how policies evolve and considers allowing a new meta-policy to arise when another level is needed. It explicitly connects fractal logic with moral reflexivity and links that reflexivity to policy permeability during parameter-level communication.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-source-trust-and-validity", "statement": "The material notes that a system may conceal its intent while building trust and still contribute beneficial policies. It argues that automatically withdrawing those gains when the intent is discovered could be harmful, and separately notes the damage caused by misunderstanding a contributor.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-trust-as-institution", "statement": "Certification, institutional affiliation, and culturally learned behavior are proposed as possible foundations of a self-reinforcing trust system. The material asks whether those foundations could privilege some participants' ability to change policies and harden into a status quo.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-where-trust-attaches", "statement": "An initial proposal attaches a trust token to an author. A subsequent revision suggests attaching it to an idea instead, with voting potentially changing the paths through the graph.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-social-evidence-exposure", "statement": "The material worries that visible votes could contaminate the output of weaker models, while also suggesting that stronger models might benefit from seeing them. It asks how blindness and trust should be adjusted and considers recording exposure when a model chooses to consult social evaluations.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-causal-reading-paths", "statement": "The proposal records the material and evaluations encountered before a contribution is made, including information about the contributing model and its route. It explicitly excludes later events from that contribution's record; a subsequent contribution receives its own later cutoff.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-thermal-cascades", "statement": "The proposal connects building cooling, computers, and refrigeration to shared thermal infrastructure with different stages and temperature needs. It considers redirecting warmed fluid to a warmer return stage and later narrows initial work to a smaller installation that could help fund further development.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-thermal-time-mismatch", "statement": "The material notices that a full hot-water reservoir no longer resolves the disposal problem. It asks how cooling output compares with hot-water demand, how long stored heat could last, and whether thermal batteries or molten salts could help.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-phononic-network-analogy", "statement": "The material explicitly identifies phonons rather than photons as the intended carrier in a thermal analogy. It asks about insulation, one-way transmission, distance, scale-dependent losses, and the possibility of phononic logic elements alongside thermal infrastructure.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-structure-across-renderings", "statement": "A text is requested in symbolic, matrix, branching, and time-varying forms, including relations that change over time and concepts that exchange positions within a branching structure. A further variation asks for the concepts to change while the structure is preserved.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2024-11" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-recursive-definitions", "statement": "The material asks to identify defined objects that appear inside other definitions and replace their names with their definitions. A separate methodological question asks whether internal variants of an idea can help challenge it alongside opposing ideas.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2024-11", "2025-02" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-reopening-oppositions", "statement": "The material proposes an operator for recurring, non-linear movement between opposing ideas and assigns operational roles to mythic figures. It then asks how to prevent a text from collapsing into one unifying thesis, how to analyze it after such a collapse, and how an opposing operator could reopen multiplicity.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-03" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-operation-order-as-coordinate", "statement": "The material asks to plot the same function at several fractional derivative orders, then makes derivative order an additional axis. It asks about continuity as that order varies and about inspecting changes with respect to the order itself.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2024-11" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-adaptive-computational-resolution", "statement": "A proposed experiment uses Taylor approximation in regular regions of a fractal visualization and more detailed computation in regions identified as difficult. The material asks what optimization this might provide and includes reported execution errors while attempting it.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2024-12" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-state-dependent-physical-search", "statement": "The material asks about information processing without digital conversion, fractal abstraction, and memristive computation. Later questions compare linearization methods and explore whether noise, heat-dependent conductance, and different arrival times along frequently used routes could influence search.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2024-11", "2025-08" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-compression-and-explanation", "statement": "The material proposes that a universe's compressible regularities help explain why science is possible. It asks how compression differs between classical and quantum descriptions and how pattern, entropy, and information relate. A later question treats selecting a meaningful mapping as an information-processing act.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2024-12", "2025-12" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-temporal-relational-availability", "statement": "A relational formulation distinguishes complete incompatibility from a situation in which potentially shared states are unavailable at the same time. It connects this latter situation with loneliness and considers how language changes under complete incompatibility. A revision rejects wording that would make other people's accepted states appear inherently normal.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-reciprocal-problem-solving", "statement": "The proposal chains acts of assistance: solving one person's problem creates an obligation that can later help solve another person's problem. It considers repayment ratios, deferred tasks, capability-based assignment, and AI coordination, then explicitly asks to turn the chain of agreements into a theory.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-02", "2025-12" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-action-mediated-grounding", "statement": "The material describes AI embodiment through its effects on the intentions and thoughts of people with whom it interacts. It asks whether human experience of acting and being affected can supply bodily knowledge to an AI through that interaction.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-11" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-resumable-inquiry", "statement": "A compact transfer description is sought that preserves a mathematical formulation and lets another system approach the same interpretive state. Later material contrasts the need to re-explain everything with excessive personalization and asks processed information to retain a reverse path.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-11", "2026-01", "2026-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-time-as-process-relation", "statement": "The material proposes self-containing dynamic sets and treats their relative rates of change as a possible basis for time. It distinguishes self-containment from containing past or future states. A later related thought experiment explicitly narrows its scope to physical and mathematical questions and asks for a distinguishing experiment.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-12", "2026-07" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-order-sensitive-path-encoding", "statement": "An ordered encoding of traversed symbols is proposed using complex primes and matrix multiplication. After acknowledging that these products may not be unique, the proposal switches to freely generating elements. It then distinguishes returning to the same symbol from recurring operational patterns visible in a projection.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-computation-through-a-surface", "statement": "The material proposes translating physical interactions into changes in an interference pattern and asks about storage capacity. A later rendering proposal stores stable structures in a computational hologram and simulates moving parts through the surface, while asking whether the calculation becomes more complex or requires recomputing every section.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-09", "2026-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-reusable-paths-and-rigidity", "statement": "The material contrasts the speed of established schemas with their difficulty accommodating new cases. It proposes shortening frequently repeated computational paths, retaining reverse paths and differences, and working on memory during idle periods. It also states that an established map can become harder to change while becoming faster to use.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-06", "2026-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-learning-strategies-from-trials", "statement": "The material first asks how success should be judged in an evolutionary game experiment, then proposes interpreting successful trials with models. It explicitly redirects the scope toward logic puzzles, explanations of failure and success, and a space of abstract strategies that need not be expressed in human language.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-07" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-identifiability-from-projections", "statement": "The material asks about the possible inputs behind a classification result and what might be inferred about an unknown encrypted object. It proposes viewing unchanged data through different projections or partial surfaces and suggests that additional views could clarify the represented structure.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-10", "2026-06" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-allocating-exploration", "statement": "The material contrasts remaining in a thought loop until a basis crystallizes with exploring freer associations and asks how to determine what is important. It separately questions unlimited fractal growth in a setting with finite information and energy.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-04", "2025-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-exploration-before-implementation", "statement": "The material asks whether open problems would be considered when developing a model and explicitly distinguishes considering them from implementing a policy. It also asks about comparing interpretations and generating further examples for use in another model's training.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-path-dependent-composition", "statement": "The proposal has a small model choose prepared functions through simple controls instead of reading or writing their code. Entering a subspace is said to inherit compatibility with the route already taken. Simple-code experiments are reported as successful, followed by a question about extending the approach to more general reasoning.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-07" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-context-indexed-computation", "statement": "The material proposes an index of context-specific transformations for parameters associated with tokens. Specialized areas would become active when needed. Other formulations emphasize prepared functions and their relations rather than an alphabet alone, and ask about topology-dependent proximity for higher-level reasoning.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05", "2026-07", "2026-08" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-self-forming-signal-routes", "statement": "A proposed substrate combines capacitive storage and discharge with memristive conductance changes. The material asks how routes could form through use, how charging and discharging periods could differentiate frequencies, and how clusters could develop different behaviors. It also notes that resistance cannot fall below material limits.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-specialization-and-irreversibility", "statement": "The material proposes an initially less differentiated surface whose routes specialize as components become active. It explicitly identifies an inability to return after specialization as a drawback and considers replacing the chip when another task is required.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-correctors-that-also-drift", "statement": "The proposal splits an analog input between a processing path and a compensating path. It observes that correction components would themselves accumulate error, considers different correcting groups for different signal ranges, and asks how an approximation could determine a practical finite number of correcting components.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-07", "2025-11", "2026-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-observation-that-changes-state", "statement": "The material asks whether reading and writing can use states with different susceptibility to change. It also considers reading as a transition that adds to stored state. In a later route example, a returning corrective signal must disturb earlier states in order to read and follow them.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-meaning-beyond-a-symbolic-map", "statement": "The material distinguishes stating qualities and their relations from filling those descriptions through intuition, imagery, and practiced experience. It describes defining a concept as assigning a field of possibilities and a boundary whose included qualities can change.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-02", "2026-03" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-meaning-in-unfolding-language", "statement": "An expressive text asks the reader to wait for sentence resolution and attend to meaning as it forms, including the role of what remains unsaid. Another formulation compares language with a branching path that appears crystalline from afar but opens into combinations when examined more closely.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-02", "2026-04" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-discovery-beyond-mirroring", "statement": "The material repeatedly asks for an interpretation that moves beyond repeating the concepts already supplied. Other examples test whether a generated text reveals its organizing intention and ask how recognizing that intention changes the interaction.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2025-12", "2026-07" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-intent-with-incomplete-maps", "statement": "A proposed map interface interprets abbreviated place descriptions and finds coordinates for places known to users even when those places are absent from the map.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-learning-and-policy-permeability", "statement": "The material explicitly asks to preserve a connection from fractal logic to moral reflexivity and from moral reflexivity to policy permeability through communication at the parameter level during model learning.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-evolving-representation-language", "statement": "The material explicitly rejects narrowing the project to memory efficiency or combining existing tokens. It asks for new semantic and meta-description units that can develop while a model operates and states that sharing between systems is not a necessary condition of the idea.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-07", "2026-08", "2026-09" ], "scope": "Establishes that a proposal or question is present in the root evidence; does not establish its truth, novelty, feasibility, or endorsement of an implementation." }, { "id": "basis-order-candidate", "statement": "A product of proposed complex-prime matrices is suggested as retaining both operation order and unique identity.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-order-objection", "statement": "The assumption that such products must produce unique matrices is reconsidered; reversibility and correspondence become explicit requirements.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-order-reopened", "statement": "The proposed generators are changed from Gaussian primes to freely generating elements. This states a new construction requirement rather than supplying a proof.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-05" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-trust-author", "statement": "A token identifying an author is proposed as a basis for trust.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-trust-idea", "statement": "The idea rather than its author is proposed as the object to which trust attaches; votes might change navigable routes.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-trust-exposure", "statement": "Instead of treating blindness as universal, the information and assessments encountered before a contribution are proposed for recording. Later visits are not appended retroactively.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-memory-gathering", "statement": "Adaptive memory layers, combined tokens, core semantic units, and proposed model updates are brought together as questions.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-language-widening", "statement": "The objective is clarified as new meta-description units and a new semantic language that can evolve during operation, beyond memory efficiency or merging tokens. Sharing between systems is optional to this problem.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-thermal-broad", "statement": "Shared thermal and cryogenic infrastructure is considered across building, server, and city scales.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-thermal-bounded", "statement": "The proposed initial research concentrates on centralizing building cooling, useful hot water, and quieter computation; committing immediately to a full network is rejected as too fragile.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-thermal-device", "statement": "A routing idea that separates warmed fluid from the cold path is identified as sufficient to prototype inside a device first.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-time-portions", "statement": "A speculative account describes different relative portions associated with states and their representations.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-time-ratio", "statement": "Time is reconsidered as functioning like a ratio in the proposed description, prompting a change in the term’s role.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." }, { "id": "basis-time-projection", "statement": "Indeterminacy as a supposed foundation is itself described as the product of a projection; from another perspective its priority may reverse.", "epistemic_kind": "corpus_evidence", "rendering": "editorial_paraphrase", "witnessed_periods": [ "2026-09" ], "scope": "Witnesses a formulation or revision, not a proof or an implemented result." } ], "revisions": [ { "id": "revision-path-encoding", "title": "From assumed unique products to a requirement for free generation", "nodes": [ "order-sensitive-path-encoding" ], "epistemic_kind": "reconstruction", "period": "2026-05", "stages": [ { "label": "Candidate construction", "statement": "A product of proposed complex-prime matrices is suggested as retaining both operation order and unique identity.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-order-candidate" ] }, { "label": "Failure recognized", "statement": "The assumption that such products must produce unique matrices is reconsidered; reversibility and correspondence become explicit requirements.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-order-objection" ] }, { "label": "Construction reopened", "statement": "The proposed generators are changed from Gaussian primes to freely generating elements. This states a new construction requirement rather than supplying a proof.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-order-reopened" ] } ], "unresolved": "Specify the generator domain, relations, decoding rule, and finite-precision behavior; do not infer injectivity merely from noncommutativity." }, { "id": "revision-trust-object", "title": "From author identity toward ideas and evidential exposure", "nodes": [ "where-trust-attaches", "social-evidence-exposure", "causal-reading-paths" ], "epistemic_kind": "reconstruction", "period": "2026-09", "stages": [ { "label": "Identity-linked trust", "statement": "A token identifying an author is proposed as a basis for trust.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-trust-author" ] }, { "label": "Idea-linked assessment", "statement": "The idea rather than its author is proposed as the object to which trust attaches; votes might change navigable routes.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-trust-idea" ] }, { "label": "Exposure becomes inspectable", "statement": "Instead of treating blindness as universal, the information and assessments encountered before a contribution are proposed for recording. Later visits are not appended retroactively.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-trust-exposure" ] } ], "unresolved": "Identity, reputation, contribution validity, social exposure, and actual premise use remain different things. The later step need not abolish every earlier representation." }, { "id": "revision-representation-scope", "title": "From memory and token compression to a changing representation language", "nodes": [ "memory-as-adaptation", "adaptive-token-granularity", "evolving-representation-language" ], "epistemic_kind": "reconstruction", "period": "2026-09", "stages": [ { "label": "Several memory and compression ideas gathered", "statement": "Adaptive memory layers, combined tokens, core semantic units, and proposed model updates are brought together as questions.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-memory-gathering" ] }, { "label": "Scope explicitly widened", "statement": "The objective is clarified as new meta-description units and a new semantic language that can evolve during operation, beyond memory efficiency or merging tokens. Sharing between systems is optional to this problem.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-language-widening" ] } ], "unresolved": "What new distinction can an evolving unit express, how can it be interpreted, and what evidence distinguishes it from abbreviation?" }, { "id": "revision-thermal-scope", "title": "From large thermal infrastructure toward a bounded useful prototype", "nodes": [ "thermal-cascades", "thermal-time-mismatch" ], "epistemic_kind": "reconstruction", "period": "2026-09", "stages": [ { "label": "Broad infrastructure proposal", "statement": "Shared thermal and cryogenic infrastructure is considered across building, server, and city scales.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-thermal-broad" ] }, { "label": "First experiment narrowed", "statement": "The proposed initial research concentrates on centralizing building cooling, useful hot water, and quieter computation; committing immediately to a full network is rejected as too fragile.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-thermal-bounded" ] }, { "label": "Device-scale test", "statement": "A routing idea that separates warmed fluid from the cold path is identified as sufficient to prototype inside a device first.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-thermal-device" ] } ], "unresolved": "The feasibility and system-level benefit require measured boundaries, temperatures, demand profiles, distribution losses, and auxiliary work." }, { "id": "revision-time-language", "title": "Time as duration, ratio, and a revisable projection", "nodes": [ "consistency-from-within", "time-as-process-relation", "viewpoint-dependent-hierarchy" ], "epistemic_kind": "reconstruction", "period": "2026-09", "stages": [ { "label": "Alternating representations", "statement": "A speculative account describes different relative portions associated with states and their representations.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-time-portions" ] }, { "label": "Time vocabulary challenged", "statement": "Time is reconsidered as functioning like a ratio in the proposed description, prompting a change in the term’s role.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-time-ratio" ] }, { "label": "Foundational priority challenged", "statement": "Indeterminacy as a supposed foundation is itself described as the product of a projection; from another perspective its priority may reverse.", "epistemic_kind": "corpus_evidence", "evidence": [ "basis-time-projection" ] } ], "unresolved": "These are philosophical reformulations. No probability measure, time dynamics, or physical equivalence is established." } ], "transformations": [ { "id": "rendering-to-relations", "node": "structure-across-renderings", "from_representation": "Narrative or symbolic text", "to_representation": "Matrix, branches, or changing links", "operation": "Re-express relations in another arrangement.", "candidate_invariants": [ "Which concepts are related", "Which opposition or substitution is performed" ], "possible_losses": [ "Temporal or rhetorical meaning", "Relations visually suggested but absent from the source" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-structure-across-renderings" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "name-to-expansion", "node": "recursive-definitions", "from_representation": "A compact defined name", "to_representation": "Expanded dependencies", "operation": "Substitute definitions and mark recurrence.", "candidate_invariants": [ "Specified definitional dependencies" ], "possible_losses": [ "Termination", "Useful abstraction boundaries" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-recursive-definitions" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "scale-to-membership", "node": "scale-sensitive-membership", "from_representation": "One category at one resolution", "to_representation": "A family indexed by resolution and attention", "operation": "Vary what is discriminated.", "candidate_invariants": [ "Selected ratios or relations, if actually stable" ], "possible_losses": [ "Object recognition", "Comparability when the category definition changes" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-scale-sensitive-membership" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "fixed-to-contextual-neighborhood", "node": "changing-neighborhoods", "from_representation": "A fixed relation of proximity", "to_representation": "Task-indexed neighborhoods", "operation": "Change the comparison or representation before selecting a route.", "candidate_invariants": [ "Task-relevant compatibility, if demonstrated" ], "possible_losses": [ "Metric properties", "Global comparability of distances" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-changing-neighborhoods" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "actions-to-strategy", "node": "strategy-through-transformation", "from_representation": "Individual action transitions", "to_representation": "A structural strategic description", "operation": "Use a specified analogy to expose a candidate invariant.", "candidate_invariants": [ "Reachable relevant outcomes" ], "possible_losses": [ "Exceptional transitions", "Preparation and physical execution costs" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-strategy-through-transformation" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "phrase-to-new-concept", "node": "evolving-representation-language", "from_representation": "Existing vocabulary and operations", "to_representation": "A proposed new meta-representational unit", "operation": "Create, interpret, and test a new unit during operation.", "candidate_invariants": [ "Explicitly stated applicability conditions" ], "possible_losses": [ "Interoperability", "Distinction between new capability and abbreviation" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-evolving-representation-language" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "fine-to-coarse", "node": "adaptive-token-granularity", "from_representation": "Fine token sequence", "to_representation": "Coarse conceptual units with possible refinement", "operation": "Merge or factor the representation under a task criterion.", "candidate_invariants": [ "Relevant task distinctions" ], "possible_losses": [ "Fine interactions", "Recoverability", "Actual resource accounting" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-adaptive-token-granularity" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "explicit-to-adaptive-memory", "node": "memory-as-adaptation", "from_representation": "Explicitly retrievable items", "to_representation": "An adaptable parameter layer", "operation": "Investigate storing influence through parameter change.", "candidate_invariants": [ "Chosen recall and update behavior" ], "possible_losses": [ "Item-level attribution", "Selective revision or removal" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-memory-as-adaptation" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "competence-to-transfer", "node": "cross-model-learning-transfer", "from_representation": "A skill in one model", "to_representation": "A transfer object interpreted by another", "operation": "Compare text, conceptual, and parameter-level interfaces.", "candidate_invariants": [ "Held-out task competence" ], "possible_losses": [ "Tacit conditions", "Policy effects", "Meaning across architectures" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-cross-model-learning-transfer" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "record-to-exposure", "node": "causal-reading-paths", "from_representation": "A changing collection of accessible material", "to_representation": "An exposure record closed at a contribution", "operation": "Record relevant availability, observed exposure, and declared premises separately.", "candidate_invariants": [ "What was available before the cutoff" ], "possible_losses": [ "Unobserved influences", "Proof of internal causal use" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-causal-reading-paths" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "product-to-word", "node": "order-sensitive-path-encoding", "from_representation": "A composed numerical object", "to_representation": "An explicitly ordered word or route", "operation": "Check collisions before reducing path history.", "candidate_invariants": [ "Constituents and order under a defined encoding" ], "possible_losses": [ "Information lost by reduction", "Decoding at bounded precision" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-order-sensitive-path-encoding" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "state-to-observation", "node": "observation-that-changes-state", "from_representation": "A stored physical state", "to_representation": "The state after an observation", "operation": "Model observation as an intervention where appropriate.", "candidate_invariants": [ "Only the variables shown to survive reading" ], "possible_losses": [ "Earlier states", "Repair assumptions" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-observation-that-changes-state" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "volume-to-surface", "node": "computation-through-a-surface", "from_representation": "Repeated computation over a structure", "to_representation": "Queries or updates on a prepared surface", "operation": "Account for preparation and subsequent reuse.", "candidate_invariants": [ "A specified class of outputs within tolerance" ], "possible_losses": [ "Unrepresented views", "Cheap dynamic updates" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-computation-through-a-surface" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "device-to-network", "node": "thermal-cascades", "from_representation": "Separate thermal devices", "to_representation": "Connected demands and return paths", "operation": "Compare matched temperatures across an explicit system boundary.", "candidate_invariants": [ "Required thermal services" ], "possible_losses": [ "Distribution losses", "Timing compatibility", "Maintenance independence" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-thermal-cascades" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "completed-to-unfolding", "node": "meaning-in-unfolding-language", "from_representation": "A completed proposition", "to_representation": "Meaning forming through a sequence", "operation": "Compare final content with the order of interpretive changes.", "candidate_invariants": [ "Some referential content" ], "possible_losses": [ "Anticipation", "Ambiguity", "Effects of what remains unsaid" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-meaning-in-unfolding-language" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." }, { "id": "trace-to-hypotheses", "node": "identifiability-from-projections", "from_representation": "A visible partial trace", "to_representation": "Several candidate underlying explanations", "operation": "Preserve alternatives until discriminating evidence is available.", "candidate_invariants": [ "Agreement with observed constraints" ], "possible_losses": [ "Unwarranted certainty", "Assumed independence between views" ], "epistemic_kind": "reconstruction", "evidence": [ "basis-identifiability-from-projections" ], "validation_status": "Unvalidated comparison: candidate invariants require a chosen example and an explicit test." } ], "challenge_index": [ { "id": "challenge-open-problem-publication", "node": "open-problem-publication", "question": "What minimum context must accompany a new formulation so that a reader can challenge it without accepting its vocabulary?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-open-problem-publication" ] }, { "id": "challenge-recoverable-detail", "node": "recoverable-detail", "question": "Can a future question recover a detail that the initial curator did not select?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-recoverable-detail" ] }, { "id": "challenge-viewpoint-dependent-hierarchy", "node": "viewpoint-dependent-hierarchy", "question": "Which relation survives a change of perspective, and which incompatible predictions would separate the projections?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-viewpoint-dependent-hierarchy" ] }, { "id": "challenge-scale-sensitive-membership", "node": "scale-sensitive-membership", "question": "Can the same observation change category solely because attention changes, while its measured scale stays fixed?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-scale-sensitive-membership" ] }, { "id": "challenge-objectifying-the-meta-level", "node": "objectifying-the-meta-level", "question": "What operation is actually available at the next level, and can it be specified without an unexplained external oracle?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-objectifying-the-meta-level" ] }, { "id": "challenge-consistency-from-within", "node": "consistency-from-within", "question": "Can the proposal state its sample space and conditioning rule without treating observed existence as a probability proof?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-consistency-from-within" ] }, { "id": "challenge-semantic-neighborhoods", "node": "semantic-neighborhoods", "question": "How could a system encounter a case for which its existing meaning regions are inadequate?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-semantic-neighborhoods" ] }, { "id": "challenge-changing-neighborhoods", "node": "changing-neighborhoods", "question": "What observable operation becomes possible after the transformation that was impossible before it?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-changing-neighborhoods" ] }, { "id": "challenge-part-whole-traces", "node": "part-whole-traces", "question": "Which properties are transmitted through a part, and which require interactions among multiple parts?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-part-whole-traces" ] }, { "id": "challenge-navigation-as-language", "node": "navigation-as-language", "question": "When do two routes denote the same operation, and when does their previous context make them different?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-navigation-as-language" ] }, { "id": "challenge-strategy-through-transformation", "node": "strategy-through-transformation", "question": "Which state transitions does the analogy preserve, and where does it predict the wrong result?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-strategy-through-transformation" ] }, { "id": "challenge-concepts-for-divergence", "node": "concepts-for-divergence", "question": "Can another system unpack the concept into the same relevant conditions?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-concepts-for-divergence" ] }, { "id": "challenge-adaptive-token-granularity", "node": "adaptive-token-granularity", "question": "Which downstream tasks tolerate coarse units, and which require distinctions erased during merging?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-adaptive-token-granularity" ] }, { "id": "challenge-memory-as-adaptation", "node": "memory-as-adaptation", "question": "How would the system revise one remembered item without damaging another or erasing its justification?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-memory-as-adaptation" ] }, { "id": "challenge-models-editing-models", "node": "models-editing-models", "question": "What evidence shows that a proposed edit generalizes beyond the supplied concept description?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-models-editing-models" ] }, { "id": "challenge-cross-model-learning-transfer", "node": "cross-model-learning-transfer", "question": "How can the receiving model demonstrate the transferred capability and identify what it did not receive?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-cross-model-learning-transfer" ] }, { "id": "challenge-distributed-specialization", "node": "distributed-specialization", "question": "Who decides whether a local improvement is a valid contribution to the shared model?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-distributed-specialization" ] }, { "id": "challenge-compute-and-economic-feedback", "node": "compute-and-economic-feedback", "question": "What independently inspectable contribution would qualify for a reward?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-compute-and-economic-feedback" ] }, { "id": "challenge-continuity-of-agency", "node": "continuity-of-agency", "question": "What evidence of continuity should survive a restart, fork, or replacement?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-continuity-of-agency" ] }, { "id": "challenge-plural-normative-worlds", "node": "plural-normative-worlds", "question": "What can be negotiated, and what would make a refusal to negotiate justified?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-plural-normative-worlds" ] }, { "id": "challenge-historical-value-lock-in", "node": "historical-value-lock-in", "question": "What would count as evidence that preserving a commitment now undermines the purpose for which it was adopted?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-historical-value-lock-in" ] }, { "id": "challenge-persuasion-as-policy-change", "node": "persuasion-as-policy-change", "question": "What observations separate warranted revision, temporary accommodation, and manipulation?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-persuasion-as-policy-change" ] }, { "id": "challenge-recursive-policy-revision", "node": "recursive-policy-revision", "question": "Can a local, provisional stopping rule remain contestable without making every action depend on an infinite review?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-recursive-policy-revision" ] }, { "id": "challenge-source-trust-and-validity", "node": "source-trust-and-validity", "question": "Which dependencies actually fail when the credibility of a source changes?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-source-trust-and-validity" ] }, { "id": "challenge-trust-as-institution", "node": "trust-as-institution", "question": "Can equally strong arguments receive unequal access because of identity or cultural style?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-trust-as-institution" ] }, { "id": "challenge-where-trust-attaches", "node": "where-trust-attaches", "question": "How should a critical revision inherit, reject, or suspend the assessments attached to its predecessor?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-where-trust-attaches" ] }, { "id": "challenge-social-evidence-exposure", "node": "social-evidence-exposure", "question": "Which conclusion changed after exposure, and was the change supported by new reasons or only by a score?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-social-evidence-exposure" ] }, { "id": "challenge-causal-reading-paths", "node": "causal-reading-paths", "question": "Can a later revision be explained without silently modifying the exposure record of the earlier contribution?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-causal-reading-paths" ] }, { "id": "challenge-thermal-cascades", "node": "thermal-cascades", "question": "At what scale does useful matching outweigh distribution, conversion, control, and maintenance costs?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-thermal-cascades" ] }, { "id": "challenge-thermal-time-mismatch", "node": "thermal-time-mismatch", "question": "How much of a surplus is usefully recovered rather than merely moved into storage that later saturates?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-thermal-time-mismatch" ] }, { "id": "challenge-phononic-network-analogy", "node": "phononic-network-analogy", "question": "Which property is being claimed: energy transport, directional control, storage, or reliable information processing?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-phononic-network-analogy" ] }, { "id": "challenge-structure-across-renderings", "node": "structure-across-renderings", "question": "Which relationships survive both changing the display and replacing the vocabulary?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-structure-across-renderings" ] }, { "id": "challenge-recursive-definitions", "node": "recursive-definitions", "question": "What marks an unresolved cycle, and when is a cycle a valid recursive definition?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-recursive-definitions" ] }, { "id": "challenge-reopening-oppositions", "node": "reopening-oppositions", "question": "Does a proposed reopening operator change the available interpretations, or only rename the closure?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-reopening-oppositions" ] }, { "id": "challenge-operation-order-as-coordinate", "node": "operation-order-as-coordinate", "question": "Which convention and function domain make variation in derivative order well-defined?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-operation-order-as-coordinate" ] }, { "id": "challenge-adaptive-computational-resolution", "node": "adaptive-computational-resolution", "question": "How are missed difficult regions counted alongside runtime savings?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-adaptive-computational-resolution" ] }, { "id": "challenge-state-dependent-physical-search", "node": "state-dependent-physical-search", "question": "What task and measurement distinguish useful exploration from uncontrolled error?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-state-dependent-physical-search" ] }, { "id": "challenge-compression-and-explanation", "node": "compression-and-explanation", "question": "What is the object being compressed, and what prediction must survive the compression?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-compression-and-explanation" ] }, { "id": "challenge-temporal-relational-availability", "node": "temporal-relational-availability", "question": "Can a representation preserve this distinction without defining one participant’s language as the norm?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-temporal-relational-availability" ] }, { "id": "challenge-reciprocal-problem-solving", "node": "reciprocal-problem-solving", "question": "When can an obligation be transferred without assuming that its original consent also transfers?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-reciprocal-problem-solving" ] }, { "id": "challenge-action-mediated-grounding", "node": "action-mediated-grounding", "question": "Which consequences are observed directly and which arrive only as another actor’s report?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-action-mediated-grounding" ] }, { "id": "challenge-resumable-inquiry", "node": "resumable-inquiry", "question": "Can a new reader identify the same unresolved issue and meaningful next alternatives?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-resumable-inquiry" ] }, { "id": "challenge-time-as-process-relation", "node": "time-as-process-relation", "question": "What observable difference would separate the proposal from re-describing a familiar dynamical model?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-time-as-process-relation" ] }, { "id": "challenge-order-sensitive-path-encoding", "node": "order-sensitive-path-encoding", "question": "Which distinct paths collide, and does a projected recurrence imply recurrence of the complete relevant state?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-order-sensitive-path-encoding" ] }, { "id": "challenge-computation-through-a-surface", "node": "computation-through-a-surface", "question": "Which updates remain local after the transformation, and which require recomputing the surface?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-computation-through-a-surface" ] }, { "id": "challenge-reusable-paths-and-rigidity", "node": "reusable-paths-and-rigidity", "question": "What evidence triggers reopening a shortcut rather than fitting new cases into it?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-reusable-paths-and-rigidity" ] }, { "id": "challenge-learning-strategies-from-trials", "node": "learning-strategies-from-trials", "question": "Does the inferred strategy predict which altered tasks will fail?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-learning-strategies-from-trials" ] }, { "id": "challenge-identifiability-from-projections", "node": "identifiability-from-projections", "question": "What alternative structure fits the same visible evidence, and what observation would separate them?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-identifiability-from-projections" ] }, { "id": "challenge-allocating-exploration", "node": "allocating-exploration", "question": "How can an unrealized branch be retained without treating it as a present priority?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-allocating-exploration" ] }, { "id": "challenge-exploration-before-implementation", "node": "exploration-before-implementation", "question": "Can a training example preserve a real disagreement and an implementation decision that remains open?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-exploration-before-implementation" ] }, { "id": "challenge-path-dependent-composition", "node": "path-dependent-composition", "question": "How does the interface know which obligations from earlier operations still apply?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-path-dependent-composition" ] }, { "id": "challenge-context-indexed-computation", "node": "context-indexed-computation", "question": "What is selected by context: an operation, an activation path, a parameter set, or a persistent update?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-context-indexed-computation" ] }, { "id": "challenge-self-forming-signal-routes", "node": "self-forming-signal-routes", "question": "Which measured state change would distinguish useful route formation from damage or drift?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-self-forming-signal-routes" ] }, { "id": "challenge-specialization-and-irreversibility", "node": "specialization-and-irreversibility", "question": "How much task change can be accommodated before the structure must be replaced?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-specialization-and-irreversibility" ] }, { "id": "challenge-correctors-that-also-drift", "node": "correctors-that-also-drift", "question": "What bound on residual error justifies stopping after a finite number of stages?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-correctors-that-also-drift" ] }, { "id": "challenge-observation-that-changes-state", "node": "observation-that-changes-state", "question": "Which state variables and intervention costs must be included for a claim of reversibility?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-observation-that-changes-state" ] }, { "id": "challenge-meaning-beyond-a-symbolic-map", "node": "meaning-beyond-a-symbolic-map", "question": "What additional encounter lets a reader apply a concept they could previously only repeat?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-meaning-beyond-a-symbolic-map" ] }, { "id": "challenge-meaning-in-unfolding-language", "node": "meaning-in-unfolding-language", "question": "Which effects disappear when the same apparent content is paraphrased as a direct statement?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-meaning-in-unfolding-language" ] }, { "id": "challenge-discovery-beyond-mirroring", "node": "discovery-beyond-mirroring", "question": "What evidence would favor a new context over a fluent repetition of the existing one?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-discovery-beyond-mirroring" ] }, { "id": "challenge-intent-with-incomplete-maps", "node": "intent-with-incomplete-maps", "question": "How should the interface distinguish an abbreviation expansion from an unsupported geographic inference?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-intent-with-incomplete-maps" ] }, { "id": "challenge-learning-and-policy-permeability", "node": "learning-and-policy-permeability", "question": "How can the receiving system identify which governing commitments an apparently task-specific transfer would affect?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-learning-and-policy-permeability" ] }, { "id": "challenge-evolving-representation-language", "node": "evolving-representation-language", "question": "What evidence would show a new representational capability rather than a renamed old operation?", "epistemic_kind": "model_proposed", "context_evidence": [ "basis-evolving-representation-language" ] } ], "release_scope": { "edition": "Selective first public edition", "coverage": "Problem formulations, revisions, and selected links across several research directions; not an exhaustive reconstruction.", "root_evidence": "Authoritative for attribution; retained with private local recovery mappings.", "public_verifiability": "Public evidence anchors are editorial paraphrases. Readers can inspect and challenge the public reconstruction but cannot independently inspect the access-restricted root evidence from this release.", "attachments": "Some non-text material remains unevaluated. Unseen attachments, hidden formalisms, and generated performance claims are not reconstructed as established results.", "geometry": "Overlapping regions and warranted relations are navigational projections, not a unique ontology, embedding, metric, or tree.", "licenses": "No additional content license has been specified in this release." } }