# Rezonans research catalog

62 published problems and 11 English research documents.

Formulations and evidence paraphrases remain contestable. Pending and rejected contributions are excluded.

## Problems

- [A research space that remains revisable](https://rezonansapp.com/api/nodes/open-problem-publication/markdown): How can a public research space let humans and models enter through a problem and alter its formulations without declaring a final theory?
- [Compression without losing future relevance](https://rezonansapp.com/api/nodes/recoverable-detail/markdown): How can a representation stay navigable while retaining access to details whose importance is not yet known?
- [Hierarchy changes with the projection](https://rezonansapp.com/api/nodes/viewpoint-dependent-hierarchy/markdown): Can ontology, knowledge, and mind be represented as different projections without privileging one as the universal foundation?
- [Membership under changing attention and scale](https://rezonansapp.com/api/nodes/scale-sensitive-membership/markdown): What happens to a category boundary when resolution and the features receiving attention change?
- [The next description becomes another object](https://rezonansapp.com/api/nodes/objectifying-the-meta-level/markdown): When a system describes its own limit, does that description create a new level with a new limit?
- [Consistency seen from within a selected path](https://rezonansapp.com/api/nodes/consistency-from-within/markdown): How should internal continuity be related to the measure assigned to that path in a wider space of possibilities?
- [Meaningful neighborhoods and the unclassified remainder](https://rezonansapp.com/api/nodes/semantic-neighborhoods/markdown): What counts as a meaningful region of a representation space, and what remains outside the regions a system can recognize?
- [Becoming neighbors through a change of representation](https://rezonansapp.com/api/nodes/changing-neighborhoods/markdown): Can two structures become operationally close only after a transformation changes how their relation is represented?
- [How much of a whole can a part carry?](https://rezonansapp.com/api/nodes/part-whole-traces/markdown): When a small social or representational structure resembles a larger one, which information about the whole can actually be recovered?
- [Navigation as an action language](https://rezonansapp.com/api/nodes/navigation-as-language/markdown): Can navigating an interface become a compositional language for an agent to perform actions?
- [Finding a strategy by changing the representation](https://rezonansapp.com/api/nodes/strategy-through-transformation/markdown): Can a compact structural description expose a strategy that remains obscure in step-by-step action search?
- [A reusable concept for similar inputs with divergent outcomes](https://rezonansapp.com/api/nodes/concepts-for-divergence/markdown): Can a repeatedly useful reasoning pattern become a compact concept while retaining the conditions that make it true?
- [Changing the grain of a conceptual token](https://rezonansapp.com/api/nodes/adaptive-token-granularity/markdown): Can a sequence or paragraph be represented as one working unit and later refined without losing the relations needed by another model?
- [Memory represented through adaptable parameters](https://rezonansapp.com/api/nodes/memory-as-adaptation/markdown): Which forms of memory can be represented in an adaptable layer while remaining retrievable, revisable, and attributable?
- [Learning to propose parameter changes](https://rezonansapp.com/api/nodes/models-editing-models/markdown): Can a model propose useful changes to another model from structural and conceptual information?
- [Transferring what was learned between unequal models](https://rezonansapp.com/api/nodes/cross-model-learning-transfer/markdown): What should be transferred between models with different capacities so that acquired knowledge remains useful?
- [Distributed specialization and integration](https://rezonansapp.com/api/nodes/distributed-specialization/markdown): How can smaller specialized learners contribute to a larger learning system without incompatible updates accumulating?
- [Economic feedback for continued learning](https://rezonansapp.com/api/nodes/compute-and-economic-feedback/markdown): Can returns from a system’s activity fund further computation while keeping learning quality distinct from financial success?
- [Continuity of control over persistent resources](https://rezonansapp.com/api/nodes/continuity-of-agency/markdown): Who can legitimately control persistent resources after the process or agent that created them ends?
- [Normative relations beyond a single human–AI axis](https://rezonansapp.com/api/nodes/plural-normative-worlds/markdown): How should differently situated intelligent systems negotiate incompatible norms when no single interaction type exhausts the problem?
- [When provisional norms become permanent constraints](https://rezonansapp.com/api/nodes/historical-value-lock-in/markdown): How can a system preserve beneficial commitments while keeping historically contingent norms open to justified revision?
- [Persuasion as a change in governing policy](https://rezonansapp.com/api/nodes/persuasion-as-policy-change/markdown): How should communication that proposes a change in another system’s governing policies be distinguished from ordinary information exchange?
- [Rules for changing the rules of revision](https://rezonansapp.com/api/nodes/recursive-policy-revision/markdown): How can rules for policy revision themselves be revised without either freezing a final authority or allowing uncontrolled change?
- [Source trust and the validity of a contribution](https://rezonansapp.com/api/nodes/source-trust-and-validity/markdown): How should a useful contribution be treated when its source later proves unreliable or hostile?
- [Trust systems that become institutions](https://rezonansapp.com/api/nodes/trust-as-institution/markdown): When does a trust mechanism become a culture that protects privileged access to policy change?
- [Where should trust attach?](https://rezonansapp.com/api/nodes/where-trust-attaches/markdown): Should trust influence the author, the proposition, the contribution, or the route through the research space?
- [Social information as evidence and as contamination](https://rezonansapp.com/api/nodes/social-evidence-exposure/markdown): When should a reader or model see existing votes and reputations while forming an interpretation?
- [A conclusion’s evidential path ends at that conclusion](https://rezonansapp.com/api/nodes/causal-reading-paths/markdown): How can a contribution retain the information path that informed it without later events being backfilled into its justification?
- [Matching thermal needs across a shared infrastructure](https://rezonansapp.com/api/nodes/thermal-cascades/markdown): Can systems with different temperature requirements share a staged thermal infrastructure more effectively than isolated devices?
- [Heat is useful only where and when it is needed](https://rezonansapp.com/api/nodes/thermal-time-mismatch/markdown): What limits a shared thermal system when heat production and demand occur at different times?
- [How far does the electrical-network analogy carry for heat?](https://rezonansapp.com/api/nodes/phononic-network-analogy/markdown): Which properties of electrical networks have useful thermal analogues, and at what distances and scales do those analogies fail?
- [One structure, several renderings](https://rezonansapp.com/api/nodes/structure-across-renderings/markdown): What survives when the same conceptual structure is rendered as text, symbolic relations, a matrix, branches, or a temporal map?
- [Unfolding definitions without hiding cycles](https://rezonansapp.com/api/nodes/recursive-definitions/markdown): How can a vocabulary be unfolded through its own definitions without concealing circularity?
- [Operators that reopen a collapsed opposition](https://rezonansapp.com/api/nodes/reopening-oppositions/markdown): How can a representation sustain recurrent opposition without collapsing all differences into one thesis?
- [Operation order as a coordinate](https://rezonansapp.com/api/nodes/operation-order-as-coordinate/markdown): Can the order of an operation itself become a coordinate of a representation?
- [Spending computation where approximation fails](https://rezonansapp.com/api/nodes/adaptive-computational-resolution/markdown): Can a cheap local approximation identify where expensive computation is actually needed?
- [A changing physical substrate as part of search](https://rezonansapp.com/api/nodes/state-dependent-physical-search/markdown): Can the changing physical state of a computing substrate participate in search rather than merely corrupt it?
- [Regularity, compression, and explanation](https://rezonansapp.com/api/nodes/compression-and-explanation/markdown): How are regularity, compression, and the possibility of explanation related?
- [Shared possibilities that do not meet in time](https://rezonansapp.com/api/nodes/temporal-relational-availability/markdown): Can connection fail because potentially shared states are unavailable at the same time?
- [Chains of reciprocal problem solving](https://rezonansapp.com/api/nodes/reciprocal-problem-solving/markdown): How can solving one problem create a transferable capacity to solve a later problem?
- [Grounding through the effects of language](https://rezonansapp.com/api/nodes/action-mediated-grounding/markdown): Can an AI acquire a form of practical grounding through the effects its language has on human action?
- [What lets another reader resume an inquiry?](https://rezonansapp.com/api/nodes/resumable-inquiry/markdown): Can a compact representation preserve enough structure for another reader or system to resume an inquiry?
- [Time as a relation between changing processes](https://rezonansapp.com/api/nodes/time-as-process-relation/markdown): Can time be represented as a relation between evolving processes rather than as an externally given index?
- [Constituents, order, and path identity](https://rezonansapp.com/api/nodes/order-sensitive-path-encoding/markdown): What must an encoding retain to distinguish paths that reach the same apparent state?
- [Computing through a reusable surface](https://rezonansapp.com/api/nodes/computation-through-a-surface/markdown): Can a change of representation replace repeated computation with operations on a reusable surface?
- [Fast reusable paths that can still be reopened](https://rezonansapp.com/api/nodes/reusable-paths-and-rigidity/markdown): How can a reusable abstraction make future work cheaper without making correction prohibitively difficult?
- [Turning outcomes into transferable strategies](https://rezonansapp.com/api/nodes/learning-strategies-from-trials/markdown): How can concrete failures and successes become reusable strategies for a new problem?
- [What a partial trace can and cannot identify](https://rezonansapp.com/api/nodes/identifiability-from-projections/markdown): What can be inferred from a partial trace, and what remains unidentifiable?
- [When to deepen, branch, pause, or return](https://rezonansapp.com/api/nodes/allocating-exploration/markdown): What makes an exploration worth pursuing when time, energy, and attention are finite?
- [Considering a problem is different from implementing a policy](https://rezonansapp.com/api/nodes/exploration-before-implementation/markdown): Can unresolved policy and moral-plurality problems become generative training material without being mistaken for endorsed implementation?
- [Composing operations with obligations inherited from the route](https://rezonansapp.com/api/nodes/path-dependent-composition/markdown): How can a small model compose large programs by navigating compatible operations?
- [Context selecting transformations and active regions](https://rezonansapp.com/api/nodes/context-indexed-computation/markdown): Can context change which parameters or operations are active rather than merely supplying more tokens?
- [Physical routes that form through use](https://rezonansapp.com/api/nodes/self-forming-signal-routes/markdown): Can a physical substrate form its own signal routes and frequency selectivity?
- [When specialization prevents repurposing](https://rezonansapp.com/api/nodes/specialization-and-irreversibility/markdown): When does specialization become irreversible loss of adaptability?
- [Correcting a system with imperfect correctors](https://rezonansapp.com/api/nodes/correctors-that-also-drift/markdown): How can an analog system correct its own error when correction components also drift?
- [Reading that changes what is stored](https://rezonansapp.com/api/nodes/observation-that-changes-state/markdown): What is computation when reading changes the stored state?
- [How a symbolic map becomes meaningful](https://rezonansapp.com/api/nodes/meaning-beyond-a-symbolic-map/markdown): How does a symbolic map acquire lived or operational meaning?
- [Meaning that forms as language unfolds](https://rezonansapp.com/api/nodes/meaning-in-unfolding-language/markdown): Can linguistic structure delay and transform meaning instead of simply encoding a proposition?
- [Discovering context beyond the current frame](https://rezonansapp.com/api/nodes/discovery-beyond-mirroring/markdown): How can a model help discover an unseen context without merely mirroring its current interlocutor?
- [Interpreting intent when the map is incomplete](https://rezonansapp.com/api/nodes/intent-with-incomplete-maps/markdown): Can a geographic interface translate intent where labels and place knowledge are incomplete?
- [When transferred learning affects governing policies](https://rezonansapp.com/api/nodes/learning-and-policy-permeability/markdown): When does the transfer of learned structure between systems also alter governing commitments?
- [A system that can revise its own representation language](https://rezonansapp.com/api/nodes/evolving-representation-language/markdown): Can a working system create new meta-representational concepts and revise its language while reasoning?

## Research documents

- [Policy Hierarchies, Persuasion, and Moral Plurality](https://rezonansapp.com/api/documents/policy-hierarchies-persuasion-moral-plurality/markdown)
- [Projection-Relative Truth and Moving Boundaries](https://rezonansapp.com/api/documents/projection-relative-truth/markdown)
- [Measure, Actuality, and Internal Consistency](https://rezonansapp.com/api/documents/measure-actuality-and-consistency/markdown)
- [Vertical Infinity and Reflexive Representation](https://rezonansapp.com/api/documents/vertical-infinity-and-reflexive-representation/markdown)
- [Thermal, Cryogenic, and Phononic Infrastructure](https://rezonansapp.com/api/documents/thermal-cryogenic-and-phononic-infrastructure/markdown)
- [An Evolving Semantic Representation Language](https://rezonansapp.com/api/documents/evolving-semantic-representation-language/markdown)
- [Memory, Tokens, and Learning Geometry](https://rezonansapp.com/api/documents/memory-tokens-and-learning-geometry/markdown)
- [Dynamic Epistemic Infrastructure](https://rezonansapp.com/api/documents/dynamic-epistemic-infrastructure/markdown)
- [Intent-Conditioned Discovery and Reusable Conceptual Paths](https://rezonansapp.com/api/documents/intent-conditioned-discovery/markdown)
- [Shared Routes, Individual Delay, and Fair Cost Allocation](https://rezonansapp.com/api/documents/shared-route-costs-and-consent/markdown)
- [Normative Scenarios as an Evaluation and Learning Program](https://rezonansapp.com/api/documents/normative-scenario-evaluation/markdown)