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Research Program on Cognitive Structuring, Change, and Continuity
Research on structural updating, persistence, continuity, and the distribution of cognitive organization across time, architectures, carriers, and interacting systems.
Author: Kostiantyn Osmolovskyi
ORCID: 0009-0006-3144-7237
Canonical formal framework: General Theory of Cognitive Structuring (GTCS)
This repository is the canonical public landing page and complete research map for a research program on how cognitive organization is sustained, constrained, structurally revised, preserved through change, continued across carriers, and distributed across interacting systems.
The General Theory of Cognitive Structuring (GTCS) is the principal formal-architectural component of the program, but the research program is broader than GTCS alone. It also includes program-level conceptual work preserving the wider historical horizon of the research; primary journal-facing papers on structural updating, cross-carrier continuity, retention, durable updating, and continuity-relevant control; the Architecture of Self-Regulating Cognitive Systems, a substrate-independent candidate architecture for sufficiently complex self-regulating cognitive systems; specialized GTCS branches; human-specific applications; AI-safety and governance interfaces; verification materials; operationalization frameworks; and computational or toy realizations.
A recurring methodological commitment across the program is that conditions that often appear together should not be treated as identical merely because they co-occur. Information processing is not structural updating; discrepancy is not differentiated access; access is not representation; pressure for change is not an available transformation; transformation is not continuity loss; persistence is not stability; transfer is not coordination; significance is not selection; and local technical continuation is not by itself preservation of a wider cognitive organization.
The program therefore asks a connected family of questions:
- What makes a cognitive organization capable or incapable of structural updating, rather than merely capable of processing new information?
- Which forms of organization can be preserved through change, and which forms of persistence constrain later change?
- How can cognitive organization continue beyond a single state, architecture, carrier, or individual life cycle?
- How does control over retention, revision, replacement, and continuity become distributed across interacting biological, social, institutional, and artificial systems?
- Which formal distinctions must remain separate if these questions are to be investigated without collapsing different architectural roles into one vocabulary?
The repository is intended to serve both as a public orientation page and as a durable navigation map of the complete research corpus. For that reason, the full titles and public links of the works are retained below even when a branch is summarized compactly.
Program-Level Conceptual Orientation
This programmatic conceptual note preserves the broader historical intuition connecting structural updating, durable retention, cross-carrier continuity, distributed processing, and the long-term revisability of cognitive organization. It asks how organization formed earlier can alter the starting conditions of later cognition, remain consequential across changes of carrier, become distributed across wider arrangements, and sometimes constrain the capacity for further revision.
The note is deliberately broader than the current formal GTCS Core. It does not propose a global ontology of cognition or treat historical continuation as persistence of one unchanged cognitive system. Instead, it provides an accessible map of the wider research horizon and motivates the more limited hypothesis that, for some phenomena, local-carrier analysis may need to be supplemented by a lineage-scale account of how organization is retained, reconstructed, redistributed, transformed, and branched across time.
For readers approaching the research program as a whole rather than one specific technical problem, this is the broadest conceptual orientation document.
Primary Journal-Facing Research Papers
The following papers currently provide the most direct journal-facing entry into the broader research program. They are related, but they are not interchangeable summaries of GTCS and they do not depend on every technical branch below.
Structural Updating and the Limits of Inference in Cognitive Change
Integrative Psychological and Behavioral Science
DOI: 10.1007/s12124-026-10028-x Version of Record
Read full text via Springer SharedIt
Structural Updating and the Limits of Inference in Cognitive Change develops the distinction between informational or behavioral change and warranted inference to structural updating. It provides the conceptual entry point to the problem of when observed change warrants an inference to structural reorganization rather than merely to information processing or behavioral change
| Research paper pending | Current status | Program-level role |
|---|---|---|
| Cognitive Evolution Beyond the Single Life Cycle: A Framework for Cross-Carrier Continuity and Distributed Processing | New Ideas in Psychology — under peer review | Extends the continuity problem beyond one organismal life cycle and asks how cognitive organization can accumulate, persist, and remain distributed across changing carriers and external structures. |
| Who Governs What Persists? Continuity-Relevant Control in Distributed Cognitive Organizations | Review of Philosophy and Psychology — initial editorial assessment | Compact journal-facing reconstruction of the wider framework Who Governs What Persists? Retention, Durable Updating, and Continuity Across Cognitive Systems. It asks how control over retention, durable updating, replacement, and continuity can be distributed across systems rather than assumed to reside in one carrier. |
These works can be read as three linked but distinct problem surfaces. The first asks what warrants the claim that cognition has been structurally updated. The second asks how cognitive organization can persist and develop when no single carrier contains the whole continuity relation. The third asks what happens when retention and updating themselves become governed by a distributed organization whose components may have different persistence, replacement, and control conditions.
One possible implication of this combined direction is that some cognitive questions may not be characterized adequately by the state of one processor at one moment. Historically retained organization, architecture-relative limits on updating, relations among multiple carriers, and the distribution of control over what may persist or change can become part of the object that needs explanation. This is a research direction rather than a claim that all cognitive systems share one mechanism or one scale of description.
General Theory of Cognitive Structuring (GTCS)
Within this wider research program, GTCS is the principal formal-architectural framework. It provides a typed structural-regulatory language for distinguishing stability, regulatory burden, discrepancy access, representation, structural transformation, invariant preservation, identity-related regulation, compression, continuity, and multi-system coordination.
At its broadest level, GTCS asks how cognitive organization persists and changes under conditions of stability, constraint, overload, structural pressure, historical dependence, and interaction. Its formal role is not to assert one universal cognitive mechanism. Instead, it provides a distinction-preserving architecture in which different status surfaces, interfaces, partial constructions, and transition conditions can be represented without silently identifying one with another.
Examples of protected distinctions include:
- structural discrepancy without differentiated access;
- signalization or admission without a defined representation;
- regulatory burden without retained overload;
- retained history without demonstrated trajectory-dependent response;
- pressure for change without an available or admissible structural transformation;
- admissible transformation without realized architectural updating;
- architectural change with preservation of selected organization;
- configuration-level identity stabilization, regulatory identity attraction, and transition-level identity continuity as different objects;
- representation transfer across systems without guaranteed coordination sufficiency;
- conflict classification without collapse into burden, source attribution, escalation, transformation, resolution, or stabilization.
Scope and claim boundary
GTCS does not claim that all biological, psychological, artificial, social, institutional, or other systems share one mechanism, metric, state vector, objective function, causal graph, or temporal sequence. Its formal generality lies in the distinctions and interfaces it provides. Application to a concrete domain requires additional bridge assumptions, operationalizations, observation or measurement models, and independent empirical support.
Likewise, compatibility with GTCS does not by itself make a wider conceptual proposal a theorem of GTCS. The journal-facing continuity papers, human applications, AI-safety protocol, and domain examples can use GTCS distinctions while retaining their own evidential and normative status.
Start here
For a broad program-level orientation, begin with The Historical Horizon of Cognitive Structuring. For a journal-facing conceptual entry, use the three primary papers above. For a formal entry, begin with the GTCS synthesis and then use the Core Technical Sequence and Verification Package below. For an architecture-level entry above the Core minimum, use the Architecture of Self-Regulating Cognitive Systems series, which develops a candidate organization for sufficiently complex self-regulating systems without making that organization a universal GTCS requirement. For a specialized question, use the branch index in the Complete Research Map.
Complete Research Map
Together with the program-level papers listed above, this section completes the canonical navigation index of the public research corpus. Each remaining work is listed once in its principal architectural location; cross-branch relations are described in prose where needed.
GTCS Formal Core
The Core Technical Sequence isolates the main formal owner surfaces before the synthesis integrates them. The order is useful for navigation and dependency tracing; it should not be interpreted as one mandatory temporal process occurring inside every cognitive system.
| Paper | Role |
|---|---|
| Coherence Evaluation in Cognitive Systems | Defines architecture-relative coherence deviation and separates it from regulatory burden. |
| Architecture of Structural Transformation in Cognitive Systems | Defines the conditions and status structure of architectural change. |
| Overload Formation in Cognitive Processing | Formalizes how uncompensated regulatory burden becomes retained overload. |
| Trajectory-Dependent Regulation in Cognitive Systems | Shows how historically conditioned regulatory state can alter later transitions. |
| Identity as a Regulatory Attractor | Formalizes identity as regulatory attraction across changing states. |
| Invariants in Cognitive Architectures | Defines architecture-relative structural preservation across declared transitions. |
| Structural Compression in Cognitive Architectures | Defines valid compression of invariant organization under preservation constraints. |
| Emergence of Coherence Representation | Formalizes the construction of differentiated coherence representations from admitted discrepancy. |
| Coherence Representation in Multi-System Regulation | Defines directional transfer and use of coherence representations across heterogeneous systems. |
| Pre-Symbolic Admissibility in Cognitive Systems | Formalizes selective access from structural discrepancy to differentiated processing. |
| Restricted Accessibility of Coherence in Cognitive Systems | Defines incomplete discrepancy access under non-zero coherence deviation. |
| Inter-System Conflict Classification in Cognitive Systems | Defines conflict as task- and context-relative coordination insufficiency between systems. |
| Identity-Continuity Domains in Cognitive Architectures | Defines identity-continuity classification across ordered architectural transitions. |
| General Theory of Cognitive Structuring | Integrates the framework into a typed, distinction-preserving architecture of cognitive structuring. |
Architecture of Self-Regulating Cognitive Systems
The Architecture of Self-Regulating Cognitive Systems (ASRCS) develops a more elaborate substrate-independent candidate organization for sufficiently complex self-regulating cognitive systems. It occupies an intermediate level between the universal structural minimum formalized by GTCS Core and domain-specific realizations such as Human Psychic Processing / Psychological Architecture.
The series is not part of the universal GTCS Core and does not claim that every cognitive system must instantiate its full organization. Its four principal projections—Structural Organization, Historical Formation, Processing-and-Control Availability, and Episode-Level Regulatory Routing—are complementary analytic views rather than modules, developmental stages, intelligence levels, or a mandatory processing sequence.
Across the series, several distinctions remain central: current processing organization is not the same object as the governance of structural updating; historical formation is not GTCS Trajectory-Dependent Regulation or cognitive lineage; structural support is not current availability; current availability is not invocation; route invocation is not structural updating; and architecture-level roles are not silently identified with human-specific, phenomenological, significance, continuity-governance, or GTCS Core constructions.
| ID | Work | Role in the architecture |
|---|---|---|
| ASRCS-01 | Architecture of Self-Regulating Cognitive Systems: Structural Organization, Historical Formation, Processing-and-Control Availability, and Episode-Level Regulatory Routing | Introduces the architecture, fixes its scope and epistemic ceiling, and defines the four complementary projections without treating them as stages, modules, or a universal processing sequence. |
| ASRCS-02 | Structural Organization and Structural-Update Governance in Self-Regulating Cognitive Systems: A Candidate Functional Decomposition | Separates current Processing Organization from Structural-Update Governance, develops candidate functional decompositions for both, and preserves boundaries with GTCS, significance, human attention, and continuity governance. |
| ASRCS-03 | Historical Formation in Self-Regulating Cognitive Systems: A Non-Stage Architecture of Processing Organization, Recursive Re-Entry, Structural-Update Governance, and Stable Structural Constraints | Develops a non-stage account of how processing organization, recursive re-entry, update governance, and relatively persistent structural constraints can form while remaining distinct from GTCS TDR, cognitive lineage, runtime availability, and human ontogenesis. |
| ASRCS-04 | Processing-and-Control Availability in Self-Regulating Cognitive Systems: Current Availability Profiles between Structural Support and Episode-Level Invocation | Defines current availability as a frame-relative profile between structural support and invocation. It rejects scalar availability ladders and keeps availability distinct from focal attention, accessibility, PSA, GTCS meta-availability, manifestation, symbolic articulation, and route invocation. |
| ASRCS-05 | Episode-Level Regulatory Routing in Self-Regulating Cognitive Systems: Candidate Route Families between Current Availability and Realized Consequence | Develops four non-exhaustive sibling route families—Local Non-Focal Regulation, Short Selectively Focused Regulation, Extended Regulation, and Fast Execution—while separating route availability, invocation, execution, structural updating, and temporal feedback. |
| ASRCS-06 | Formal Architecture Map of Self-Regulating Cognitive Systems: Conceptual Provenance, Compatibility Relations, and Protected Non-Equivalences | Provides the public conceptual map of defining frameworks, compatibility and bridge relations, and protected non-equivalences across the architecture and its neighboring GTCS, HPP, phenomenological, significance, lineage, and continuity-governance constructions. |
The six-paper sequence is useful as a publication and dependency route, not as a temporal model of cognition. ASRCS-06 functions as the compact conceptual reference for the retained architecture: it records how the architecture’s public concepts relate to neighboring frameworks while preserving their independent definitions and claim boundaries.
Verification, Proof Status, and Operationalization
The Verification Package makes terminology, dependency structure, result ownership, proof status, transfer ceilings, and external checking procedures inspectable. These documents are support and verification surfaces for the theory rather than additional cognitive mechanisms.
| Document | Role |
|---|---|
| Glossary of Core Terms | Canonical terminology, notation, and non-equivalence boundaries. |
| Acyclicity Statement and Dependency Criteria | Defines registered dependency criteria and the acyclicity interpretation of the dependency graph. |
| Dependency Tables and Node Registry | Canonical node registry and typed direct, support, and synthesis-integration dependency map. |
| Technical Appendix | Typed objects, interfaces, assumptions, definedness/partiality rules, notation, result references, and transfer ceilings. |
| Collected Propositions and Theorems | Stable GTCS-RES identifiers and normalized owner-qualified result statements with their formal classes. |
| Proof Notes | Proof and derivation routes, assumptions, boundary cases, verification hooks, and transfer ceilings. |
| Proof Status Register | Orthogonal projection of formal class, proof status, closure state, evidence status, and theorem status. |
| Collected Results and Proof Status Note | Reader-facing map of result families, formal strength, and the main scope ceilings. |
| Verification Package Overview | Front map of the package: document roles, authority hierarchy, reading routes, and package boundaries. |
| How to Verify the GTCS | Step-by-step external verification procedure and routing from a verification question to the correct authority. |
| External Verification Checklist | Reviewer-facing checklist for recording source checks, acceptance conditions, prohibited inferences, and bounded outcomes. |
| Minimal Claims Register | Minimal public claims and their verification domains; deliberately narrower than the full result inventory. |
| Operationalization / computational adjunct | Role | Supplement |
|---|---|---|
| Operationalizing GTCS: From Structural Variables to Observational Proxies | Develops an operationalization framework that connects formal GTCS variables and statuses to observation, proxy, calibration, and validation interfaces without equating measurements with owner-defined constructs. | _ |
| Integrated GTCS Ablation Benchmark | Reviewed non-core computational adjunct for inspecting selected GTCS operational or computational distinctions. | Supp_Zip |
Phenomenological / Qualitative Readability Branch
This branch studies how already established cognitive organization can become internally manifest, acquire trajectory and directional organization, remain compatible or incompatible with candidate continuation, stabilize perceptually through historically organized processing, acquire affect-like regulatory roles, become symbolically captured, and support qualitative structuring and receiver-relative readability.
The branch does not treat its formal carriers as raw qualia or private phenomenal substances. It does not equate manifestation with consciousness, symbolic capture with semantic truth, qualitative mapping with transfer of experience, mapping quality with understanding, or reconstruction incompatibility with Inter-System Conflict.
Foundation papers
| Work | Role in the branch |
|---|---|
| Inner Manifestation Beyond Pre-Symbolic Admission: A Formal Distinction in Cognitive Systems | Establishes the branch-level construction of inner manifestation over already realized cognitive signal provenance. The paper keeps inner manifestation formally distinct from pre-symbolic admission, differentiated access, symbolic availability, and coherence representation. It therefore provides an architectural account of how something may become internally manifest without treating manifestation as equivalent to conscious access or explicit representation. |
| Manifest Trajectory Accessibility in Cognitive Systems | Extends the manifestation layer from isolated occurrence to trajectory-relative accessibility and continuation. It distinguishes whether a continuation candidate is represented, accessible, admissible, and carried forward, rather than compressing these statuses into one generic persistence variable. The paper provides the trajectory-facing owner surface used by later continuation and realization work. |
| Minimal Directional Organization of Coherence-Related Manifestation | Introduces a minimal formal basis for directional organization of coherence-related manifestation. Direction is treated as a structural classification under a declared basis rather than as affect, valence, preference, or achieved stabilization. This permits directional organization to be represented without prematurely importing psychological or phenomenological semantics. |
| Identity-Bounded Continuation in Cognitive Systems | Formalizes candidate-level identity-bounded continuation by relating continuation candidates to independently defined identity-continuity evaluation. The paper does not define a new identity attractor, a configuration-level identity-stabilization region, or a pathwise identity criterion. Its role is narrower: it asks whether a represented continuation candidate remains compatible with an independently supplied identity-continuity relation. |
| Perceptual Stabilization through Historically Compressed Processing Organization | Formalizes how historically organized processing may condition recruitment, perceptual formation, stabilization, and signal support. The emphasis is on the reuse of previously organized processing structure rather than on perceptual stabilization as a primitive event. The paper also preserves the distinction between a stabilized perceptual organization and the degree to which current signal support actually warrants it. |
| Architectural Conditions under which Coherence Representation Acquires Affect-like Organization | Defines conditions under which an already established coherence-representation application may acquire burden-like, threat-like, relief-like, attraction-like, or related regulatory roles. These are role-qualified architectural organizations rather than direct definitions of emotions, feelings, phenomenological intensity, or biological affect. The paper supplies the owner surface later used by the symbolic-reuse toy realization. |
| Symbolic Capture of Manifestation in Cognitive Systems | Formalizes the transition from manifestation to symbolic-form qualification, symbolic capture, and profile-relative symbolic fidelity. It distinguishes preservative, reductive, and distortive capture without identifying symbolic capture with truth, persistence, later reuse, or Structural Compression. The paper provides the formal owner for the symbolic fidelity and reuse realization sequence. |
| Qualitative Manifestation and Cross-System Readability in Cognitive Systems | Defines qualitative structuring, external qualitative expression, receiver-side discrimination, and local pre-mapping readout. Its PreRead construction is deliberately local and application-level: it does not yet define a system-wide qualitative mapping domain. This paper forms the provenance-preserving bridge from the manifestation layer into the later formal cross-system qualitative-mapping architecture. |
Branch map and operationalization
| Work | Role |
|---|---|
| Formal Map of the Phenomenological Branch of the General Theory of Cognitive Structuring | Provides the current branch-level ownership, dependency, realization, and cross-interface map. It distinguishes publication order from normative dependency, historical construction from current ownership, and formal owners from computational realizations. The map introduces no new phenomenological primitive; its purpose is to make the architecture of the branch inspectable and to prevent later papers from silently taking ownership of objects defined elsewhere. |
| Operationalizing Coherence-Related Manifestation in Cognitive Systems | Provides an owner-preserving operationalization framework for measurement interfaces, proxies, calibration, validation, and computational handoff. It treats an observed value, proxy variable, or simulation coordinate as an operational interface to a formal object rather than as the object itself. This paper is therefore intended for readers who want to connect the branch architecture to empirical, computational, or measurement work without collapsing formal ownership into measurement practice. |
Computational and toy realizations
These works instantiate selected branch structures in explicit finite or computational models. They make typing, provenance, definedness, threshold behavior, propagation, sensitivity, and interaction among already declared objects inspectable; they do not replace the formal owners or constitute empirical validation by themselves.
Each DOI links to the corresponding manuscript record. The Reproducibility materials column is reserved for realization-specific source archives in this repository. Once added, each archive will contain the materials needed to inspect or reproduce the reported realization, including the LaTeX source, computational code, generated tables or results, checks, and other realization-specific files where applicable.
| Work | Computational role | Reproducibility materials |
|---|---|---|
| A Toy Model of Perceptual Stabilization under Historical Compression and Overload | Provides a computational realization of historically conditioned perceptual recruitment and stabilization. It separates perceptual stabilization from current signal support and makes support-discordant cases explicit, allowing a stabilized interpretation to coexist with insufficient contemporary support without treating the two as the same variable. | zip |
| Sensitivity Analysis of Perceptual Stabilization under Historical Compression | Examines the robustness and sensitivity of the preceding perceptual-stabilization realization across systematically varied coordinates and predefined sampling regimes. The paper is a computational companion rather than a new theoretical owner: its purpose is to show how the declared realization behaves when its parameters are varied while retaining the same architectural semantics. | zip |
| A Toy Model of Perceptual Stabilization and Profile-Relative Symbolic Fidelity | Connects perceptual application conditions to a separate symbolic-capture layer and evaluates profile-relative symbolic preservation, reduction, and distortion. Perceptual stabilization supplies application coordinates but does not itself become the criterion for symbolic capture or fidelity. The model therefore makes the boundary between perceptual stabilization and symbolic representation computationally explicit. | zip |
| A Toy Model of Symbolic Reuse and Source-Relative Fidelity Change | Extends the symbolic realization beyond initial capture into symbolic trace, reuse, source re-alignment, and later source-relative fidelity assessment. Later preservation, reduction, or distortion are evaluated relative to the source rather than treated as a new initial capture event. The model demonstrates how symbolic form can be reused while its relation to the original source changes over time. | zip |
| A Toy Model of Affect-like Role Modulation in Symbolic Reuse | Adds explicitly typed burden-like, threat-like, and relief-like role applications to the symbolic-reuse realization. These roles can modulate reuse-related quantities without establishing grounding, trace existence, reuse, commitment, fidelity, or emotional magnitude by themselves. The model is designed to preserve the difference between affect-like regulatory role and the symbolic operations that may be modulated by it. | zip |
| A Toy Model of Identity-Continuation Breadth During Symbolic Reuse | Evaluates a fixed frame of continuation candidates over exact symbolic-reuse trajectories and derives positive, negative, and undefined identity-continuation breadth from candidate-level identity evaluation. The fixed denominator makes cross-step breadth comparisons possible without turning breadth into an identity state, regulatory attractor, or proof of pathwise identity preservation. | zip |
| A Toy Model of Cross-System Pre-Readout Constraint under Identity-Continuation Variation | Realizes receiver-side local pre-mapping readout from provenance-bearing source expression under varying receiver context. It keeps positive readout, defined empty readout, and undefined readout distinct. Most importantly, its local PreRead status remains formally below system-wide cross-system qualitative mapping and must not be interpreted as mapping-domain membership or semantic understanding. |
zip |
| A Finite-Coordinate Toy Realization of Partial Cross-System Qualitative Mapping | Provides a finite-coordinate realization of the later formal partial-mapping architecture. It separates mapping-domain membership, target construction, formal graph application, and profile-relative mapping quality, and it preserves source-side PreRead as a distinct upstream status. Unmapped cases receive no fabricated maximal-loss value, making mapping definedness and mapping quality computationally separable. |
zip |
| A Toy Model of Feedback-Indexed Adaptation in Cross-System Qualitative Mapping | Realizes a higher-order feedback-indexed adaptation layer over a fixed partial-mapping substrate. It separates feedback assessment, positive application, adaptation-state change, projected mapping-context change, selected-source map-change witnesses, mapping-domain status, and local quality direction. The model is deliberately not an improvement operator: feedback can be applied while quality remains unchanged or becomes less favorable under the fixed profile. | zip |
Formal cross-system qualitative mapping
The cross-system mapping layer separates whether a map is defined, whether a declared assignment is grounded in a modeled route, whether a reconstruction is favorable under a selected profile, and whether mappings differ across direction, context, feedback history, or receiver family.
| Work | Formal role | Relation to the rest of the branch |
|---|---|---|
| Partial Cross-System Qualitative Mapping in Cognitive Systems | Establishes the basic formal architecture of system-relative qualitative carriers, context-indexed partial mappings, formal mapping-graph applications, receiver-readout–to–target alignment, model grounding, and profile-relative mapping quality. A formal graph point records what a declared map assigns; it is not automatically an interaction episode, grounded reconstruction, semantic translation, or transfer of experience. | Opens the formal mapping layer from the provenance and receiver-side readout established in Qualitative Manifestation and Cross-System Readability in Cognitive Systems. It is the primary mapping owner on which the domain, asymmetry, adaptation, and multi-system papers depend. |
| Readability Domains in Cross-System Qualitative Mapping | Defines mapping readability exactly as membership in the domain of a selected partial map and distinguishes the mapping-relative unmapped complement from global unreadability. It formalizes domain equality, expansion, contraction, and reshaping under explicit same-family comparison conditions and keeps domain definedness separate from mapping quality. | Extends the partial-mapping framework with a dedicated domain-analysis layer. It supplies the formal notion of mapping readability used by later asymmetry, adaptation, and receiver-family work. |
| Asymmetry in Cross-System Qualitative Mapping | Introduces the opposite-direction pair layer. It distinguishes unassessed, model-unavailable, declared-empty, and declared-readable directions; defines strict one-way formal support only when both directions have adequate formal status; and introduces policy-indexed cross-direction comparison and restriction-specific inverse reciprocity. | Builds on partial mapping and readability domains. The paper’s central boundary is that direction indexing alone is not asymmetry, and absence of an assessed reverse map must not be converted into evidence of one-way mapping. |
| Adaptive Cross-System Qualitative Mapping under Feedback | Introduces higher-order adaptation states, provenance-bearing feedback records, application assessment, adaptation transitions, and projection into inherited mapping contexts. It separately tracks state change, mapping-context change, extensional map change, domain change, image change, and profile-relative quality change. Feedback and adaptation are structural notions here and do not imply correction, learning, improvement, or convergence to truth. | Builds primarily on partial mapping and readability domains, with optional interfaces to opposite-direction diagnostics and trajectory-dependent regulation. It provides the formal owner for the feedback-adaptation toy realization. |
| Multi-System Qualitative Readability and Mapping Conflicts | Extends pairwise mapping into a receiver-family layer for one source system and multiple distinct receivers. It separates receiver-specific mapping support, receiver-specific mapping quality, cross-receiver reconstruction compatibility, derived mapping-conflict labels, pairwise compatibility cliques, and optional higher-order family consistency. | Builds on the pairwise mapping and readability architecture while remaining formally below Inter-System Conflict. A MapConf result means reconstruction incompatibility under one declared comparison policy; it is not an Inter-System Conflict classification, coordination failure, disagreement, or objective falsehood. |
Inter-System Conflict Branch
The Inter-System Conflict Branch develops a typed structural-regulatory account of conflict between distinct cognitive systems. Its upstream classifier is the Core paper Inter-System Conflict Classification in Cognitive Systems. The branch then separates current burden, directional asymmetry, source attribution, accessibility and transformability constraints, escalation, locking, transformation, mediation, higher-order conflict, coalition geometry, resolution, stabilization, and domain application.
The branch is not a single escalation ladder. Conflict classification is not burden; burden is not source attribution; access is not transformability; persistence is not escalation; escalation is not locking; transformability is not transformation; transformation is not resolution; mediation is not successful mediation; compatibility is not stabilization; and dyadic structure does not generically reconstruct higher-order multi-system organization.
Conflict burden, asymmetry, constraints, and source attribution
| Work | Role in the branch |
|---|---|
| Inter-System Tension and Conflict Dynamics in Cognitive Systems | Develops the burden and temporal-retention layer of inter-system conflict. The paper separates incompatibility-associated burden, coordination cost, current tension, instantaneous non-compensated excess, and retained burden, and shows that repeated positive excess does not by itself imply accumulation. Retained state is also kept distinct from the stronger controlled conditions required for trajectory-dependent response. |
| Asymmetry in Inter-System Conflict in Cognitive Systems | Introduces direction-specific conflict-burden records for the two sides of an interaction without reducing asymmetry to one scalar degree. Tension, compensability, excess, retained burden, release, accumulation, and other directional statuses can differ independently. Direction labels are indexing devices rather than claims about causation, blame, responsibility, or agency. |
| Admissibility Constraints in Inter-System Conflict in Cognitive Systems | Separates several conflict-side constraint surfaces: access to admitted conflict-relevant discrepancies, representation establishment, directional non-compensation, and candidate-level structural transformability. These components are not arranged into a mandatory access → representation → transformation ladder, and missing assessment is kept distinct from a negative result. Candidate-level transformability denotes availability only and does not imply selection, realization, conflict change, or resolution. |
| Types of Inter-System Conflict in Cognitive Systems | Reconstructs conflict “types” as model-relative source-attribution categories applied only after a current conflict has already been established. The source profile distinguishes declared, assessed, and positively attributed labels and permits empty or multi-label results without assuming an exhaustive taxonomy. Configuration-, invariant-, representation-interface-, regulatory-interface-, compression-organization-, and trajectory-conditioned families survive as optional typed source templates, while source attribution remains distinct from causality, necessity, severity, and required intervention. |
Escalation, transformation, and mediation
| Work | Role in the branch |
|---|---|
| Conflict Escalation and Locking in Cognitive Systems | Distinguishes conflict persistence, escalation, and locking as separate temporal or transition-level classifications. Escalation requires typed worsening of at least one validly assessed component while positive conflict persists under an aligned frame; a high current burden value is not sufficient. Locking requires stronger evidence, either through a forward-invariant conflict-positive transition region or through controlled finite-horizon trajectory-conditioned preservation or reactivation. |
| Conflict Transformation in Cognitive Systems | Separates transformability availability from actual transformation occurrence and separates occurrence from later outcomes. A system-local route requires positive structural realization of a conflict-relevant candidate, while a separate pair-level route requires its own pair-state occurrence contract. Access improvement, burden reduction, renewed transformability, loss of a locking route, compatibility, and resolution are therefore possible outcomes rather than retrospective definitions of transformation. |
| Mediation as Meta-Regulation in Inter-System Conflict | Formalizes mediation as a meta-regulatory intervention whose occurrence is defined independently of whether the intervention succeeds. Meta-regulatory targets are conditions, rules, interfaces, contexts, or transition organizations governing conflict-relevant surfaces rather than merely favorable state values. Effectiveness is criterion-relative, so the same mediation event may be effective relative to one criterion, ineffective relative to another, and unassessed relative to a third; mediation does not by itself imply transformation, burden reduction, resolution, or stabilization. |
Multi-system geometry, resolution, and stabilization
| Work | Role in the branch |
|---|---|
| Multi-System Conflict and Coalition Geometry in Cognitive Systems | Extends the framework from dyadic conflict to positive multi-system conflict configurations, higher-order subset evaluation, and coalition geometry. Higher-order conflict is assessed through its own subset-level sufficiency classifier and is not generically reconstructible from complete pairwise conflict information; likewise, coalition alignment is separate from subsethood, higher-order compatibility, and absence of internal conflict. Coalition geometry is a relational record rather than a metric space or stabilization construct, and subset-directed burden is not assumed to equal an aggregation of dyadic burdens. |
| Inter-System Conflict Resolution and Stabilization in Cognitive Systems | Separates comparative resolution from temporal stabilization. Dyadic fixed-frame resolution is preserved as a stronger certificate than a compatible endpoint, while higher-order resolution, exhaustive current configuration clearance, and configuration-wide resolution receive distinct constructions. Observational stabilization requires complete finite-horizon coverage of all required component trajectories, robust stabilization additionally assesses a declared perturbation or successor family, and stable resolution therefore requires explicit post-resolution maintenance rather than resolution alone. |
Application layer
| Work | Role in the branch |
|---|---|
| Applications to Social, Institutional, Human–AI, and Political Conflict | Introduces the Application Bridge Contract for connecting domain-side observations, rules, variables, and candidate structures to already-defined conflict objects. Bridge readiness, formal-assessment availability, empirical instantiation, causal attribution, and normative warrant remain separate claim classes. Social, institutional, Human–AI, and political examples are therefore treated as candidate realization families rather than automatic instances of GTCS categories; in particular, local Human–AI structural-regulatory compatibility is not a definition of broad AI alignment or safety, and political coalition language does not by itself establish formal coalition geometry. |
Cross-branch qualitative-reconstruction interface
| Work | Role in the branch |
|---|---|
| Cross-System Qualitative Reconstruction Failure in Inter-System Regulation: A Typed Bridge to Conflict Evaluation and Conflict-Side Relevance | Provides the explicit interface between the cross-system qualitative-mapping sequence and Inter-System Conflict. A provenance-preserving Qualified Reconstruction-Failure Record (QRF) may originate from coordination-required unmapping, criterion-relative unfavorable mapping quality, or cross-receiver mapping conflict. Two orthogonal bridge routes are then distinguished: QRFCoord may link such a record to a current coordination-evaluation input before conflict classification, while QRFRel may associate QRF provenance with an already assessed conflict-relevance basis after conflict has independently been established. Neither route turns reconstruction failure into conflict, local access, source attribution, burden, causality, higher-order conflict, coalition alignment, mediation, transformation, resolution, or stabilization. |
Significance Layer
The Significance Layer asks a distinct question: not only which continuations are available or eligible, but which continuation-relevant items carry different weight for the future organization of a cognitive system. It keeps significance separate from admissibility, accessibility, regulatory priority, selection, realization, affect, phenomenological manifestation, conflict, and agency.
Its cross-system extension distinguishes a source system’s significance assessment, a receiver’s own significance assessment, and the receiver’s reconstruction of the source assessment. Significance misreadability is not automatically semantic misunderstanding, qualitative reconstruction failure, or Inter-System Conflict.
| Work | Role in the layer |
|---|---|
| Significance Fields in Cognitive Systems: Differential Continuation-Weight and Its Relation to Selection | Introduces the formal significance field as a typed, system-relative assessment structure for differential continuation-weight. Significance-bearing items need not themselves be candidate continuations, significance weights may be partial and non-scalar, and comparison need not form a total order. When significance is used in a continuation-selection claim, an explicit association must connect significance-bearing items to candidate continuations, while selection additionally requires a ready candidate-appropriate eligibility status and a separately declared model-local rule. The paper therefore preserves the distinctions significance weight ≠ regulatory priority ≠ selection ≠ realization and keeps significance separate from attention, motivation, value, reward, affect, coherence, overload, identity, phenomenological manifestation, Inter-System Conflict, artificial agency, and AI-safety status. |
| Significance Misreadability and Inter-System Conflict: A Typed Bridge from Cross-System Significance Reconstruction to Conflict-Side Relevance | Extends the significance architecture to directional cross-system reconstruction. A source system’s own significance assessment, a receiver’s own significance assessment, and the receiver’s reconstruction of the source assessment remain distinct formal objects. Under-reading, over-reading, mislocation, flattening, and ordering inversion are represented as criterion-relative and non-exhaustive forms of significance misreadability under a declared bridge policy. A positive significance-misreadability record does not imply Inter-System Conflict, and current conflict does not imply significance misreadability. Only after conflict has independently been established may a separate post-classification bridge assess whether a significance-misreadability record is relevant to the current conflict-side basis. Relevance remains distinct from source attribution, causation, persistence, escalation, locking, mediation effectiveness, transformation, resolution, and stabilization. |
Protected distinctions include significance weight ≠ regulatory priority ≠ selection ≠ realization, source significance ≠ receiver-own significance ≠ receiver reconstruction of source significance, and significance misreadability ≠ conflict ≠ conflict source ≠ causation.
Human Psychic Processing / Psychological Architecture
The Human Psychic Processing / Psychological Architecture branch develops a human-specific application layer within the wider research program, drawing on GTCS and adjacent branch constructions. It introduces typed human-processing surfaces for attention, symbolic regulation, structural transformation, affect-like modulation, recurrence, avoidance, accessibility, overload, updating, identity continuity, within-human conflict, setting-related support, symbolic stabilization, and interaction-level significance reconstruction.
The branch is deliberately non-sequential. Paper order is navigational rather than a processing pipeline, developmental ladder, clinical progression, or universal temporal sequence. When a paper consumes an upstream GTCS, phenomenological, conflict, or significance object, the upstream construction retains ownership; the HPP paper contributes a human application, alignment, evidence, comparison, readout, or downstream qualification.
| ID | Work | Primary role in the branch | Key boundary |
|---|---|---|---|
| HPP01 | A Structural Map of Human Psychic Processing | Branch-level orientation map organizing the human-processing owner surfaces and their typed interfaces. | Paper order is navigational, not a temporal, developmental, or causal processing sequence. |
| HPP02 | Attention as Regulated Focal Access in Human Psychic Processing | Owner of current focal attention as regulated, target-specific access, with attention holding kept separate. | Focal attention is not pre-symbolic admission, manifestation, symbolic capture, consciousness, or structural transformation. |
| HPP03 | Thinking as Symbolic Regulation in Human Psychic Processing | Owner of completed symbolic-regulation applications over independently qualified symbolic inputs, including results and proposals. | Symbolic regulation and symbolic proposals do not by themselves establish transformation, action, conflict, or realization. |
| HPP04 | Admissible Transformation in Human Psychic Processing | Human application bridge to the Core structural-transformation architecture, aligning human targets with exact transformation candidates and traces. | It does not create a second structural-admissibility classifier; feasibility, viability, admissibility, selection, initiation, completion, and realization remain distinct. |
| HPP05 | Affect-like Modulation in Human Psychic Processing | Human target-application interface for already established affect-like regulatory roles. | Affect-like modulation is not an emotion, valence, intensity scale, causal effect, action tendency, or transformation status. |
| HPP06 | Repetition and Return in Human Psychic Processing | Owner of typed repetition and separately qualified return over ordered provenance-bearing observations. | Recurrence is not persistence, rigidity, defense, unresolvedness, or trajectory-dependent regulation. |
| HPP07 | Avoidance and Displacement in Human Psychic Processing | Owner of target-specific avoidance and separately evidenced primary–substitute displacement. | Avoidance is not negative attention or restricted accessibility; displacement does not reveal a hidden primary and does not follow from avoidance alone. |
| HPP08 | Restricted Psychic Accessibility in Human Psychic Processing | Owner of interface-relative human accessibility, separately evidenced restriction, same-target accessibility profiles, and the local speakability interface. | Human interface accessibility is not Core restricted differentiated access, structural admissibility, consciousness, or transformability. |
| HPP09 | Overload in Human Psychic Processing | Evidential bridge from exact overload-formation records to human outcomes, distinguishing relevance, association, matched difference, and identified effect. | Human co-occurrence with overload is not causation, and the paper does not redefine tension, excess, or retained overload. |
| HPP10 | Symbolic Capture and Defensive Clarity in Human Psychic Processing | Owner of current symbolic clarity, challenge-conditioned symbolic closure, and their compatible same-target composite, defensive clarity. | Defensive clarity is a structural current-state qualification, not protection, clinical defense, rigidity, persistence, or transformation. |
| HPP11 | Local and Gradual Updating in Human Psychic Processing | Owner of source-specific local difference, independently qualified local update, optional retention and reuse, and compatible multi-observation gradual updating. | Local or gradual updating is not partial structural realization, progress, persistence, stabilization, or trajectory-dependent regulation. |
| HPP12 | Identity-Continuity in Human Psychic Transformation | Human application and evidence/readout layer around the Core transition-level identity-continuity classifier. | Human self-recognition or narrative evidence cannot overwrite the imported Core value, and identity continuity is not a universal gate for transformation. |
| HPP13 | Intra-System Conflict under Significance and Admissibility Constraints | Within-human application of the Core coordination-conflict classifier using one host, two distinct internal system roles, and optional typed readouts. | Significance and transformation-side admissibility condition the application but do not define or scale conflict. |
| HPP14 | Therapeutic Setting as Support for Admissible Transformation | Owner of setting-relative association, matched comparison, directional support, and separately qualified setting effect. | Therapeutic setting is not benefit by definition; support for admissible transformation is restricted to the exact candidate-relative admissibility surface. |
| HPP15 | Defensive Meaning and Symbolic Stabilization in Human Psychic Processing | Owner of multi-observation symbolic stabilization, challenge-conditioned persistent defensive meaning, and optional same-organization restabilization. | Current closure is not persistence, stabilization is not defensive meaning, and defensive meaning does not imply protection, rigidity, or transformation blocking. |
| HPP16 | Significance Readability and Misreadability in Human Interaction | Human-interaction realization and finite coverage layer for source-to-receiver significance reconstruction and imported significance misreadability. | Readability means assessability rather than accuracy; semantic uptake, qualitative readability, receiver-own significance, and conflict remain distinct. |
Taken together, the HPP papers provide a network of interoperable but non-substitutable human application surfaces: current access is not structural admissibility, recurrence is not persistence, symbolic closure is not stabilization, identity continuity is not transformation, significance is not conflict, conflict is not therapeutic need, and readable interaction evidence is not accurate reconstruction.
Applied Discrepancy–Intervention Framework
The Applied Discrepancy–Intervention Framework is a separate applied methodological layer for supported human regulation. It translates distinction-preserving commitments from the upstream research program into a prospective discrimination architecture for asking whether intervention is indicated, which current relation may be limiting continuation, what evidence separates that relation from nearby rivals, what operation is being applied, and what level of result is actually supported.
The framework is designed to remain usable without requiring acceptance of GTCS as an established theory. Its central methodological requirement is to keep observation, source, limiting relation, operation, and result analytically separate, and to treat unresolved or non-discriminated cases as legitimate outcomes rather than forcing a mechanism assignment.
| Work | Role | Key boundary |
|---|---|---|
| A Prospective Operational Validation Framework for the Applied Discrepancy–Intervention Map | Defines a rival-based prospective validation framework for the Applied Discrepancy–Intervention Map. It uses [C] / [S] / [D] evidence states, predeclared primary rivals, prerequisite checks, manipulation-fidelity records, node-specific readouts, temporal ordering, and explicit NO DISCRIMINATION outcomes. The report also provides a fully specified N7/N8 implementation analogue (SSRPT) with reproducibility materials. |
External calibration is not empirical validation; operational discriminability is not clinical prevalence; and a task analogue is not a clinical bridge. The framework is not a diagnostic taxonomy, a clinically validated treatment-selection system, an active-study preregistration, or evidence that one procedure uniquely identifies one mechanism. |
The N7/N8 SSRPT exemplar is deliberately narrower than the full framework. It demonstrates how a prospective discrimination contract can be frozen before participant data are collected, including skill and plan prerequisites, manipulation-contamination rules, decision thresholds, executable analysis logic, and explicit downgrade conditions. Its synthetic integrity tests assess implementation consistency of the frozen rules, not empirical validity of the N7/N8 distinction.
AI Safety Branch
The AI Safety branch develops three different interfaces for applying GTCS-derived distinctions to artificial cognitive systems: higher-order regulatory availability, authority-bound governance for persistence and self-influencing systems, and target-specific measurement/validation. These layers are intentionally distinct.
A local behavioral correction is not structural repair; a supervisory assessment is not an authorization or successful intervention; a protocol obligation is not a deductive consequence of GTCS; protocol compliance is not empirical safety; and a proxy, estimator, threshold, or composite score is not automatically the formal construct it was designed to investigate.
| ID | Work | Primary role in the branch | Key boundary |
|---|---|---|---|
| AIS01 | Beyond Output Correction: Recursive Access as Higher-Order Regulatory Availability in AI Safety | Conceptual AI-safety adapter defining recursive-regulatory availability and recursive-regulatory gaps relative to failure-relevant conditions and declared supervisory units. | Local correction is not higher-order availability or structural repair; recursive access is not introspection, Restricted Accessibility, structural admissibility, or conflict. |
| AIS02 | Cognitive-Continuity Safety Protocol for Persistent and Self-Influencing Artificial Cognitive Systems | Conditional normative/governance protocol for persistence-, update-, continuity-, and oversight-sensitive artificial cognitive deployments. | Formal theory does not create protocol obligation; focal technical continuation is not wider-continuity preservation, and protocol compliance is not empirical safety. |
| AIS03 | Operationalization Template for GTCS-Informed Safety Evaluation: Target-Specific Measurement Interfaces and Validation | Target-specific measurement and validation architecture for GTCS-informed safety evaluation and AIS02 evidence handoff. | Formal target is not observation, proxy, estimate, validation result, or protocol decision; measurement evidence does not itself issue AIS02 applicability, review, independence, or compliance decisions. |
The broader continuity and governance questions addressed in Who Governs What Persists? are adjacent to this branch. They become relevant when AI-safety analysis moves from local behavior toward retention, durable updating, replacement, persistent memory, carrier continuation, and control over wider continuity. The AI Safety branch does not collapse these wider questions into one technical safety metric.
How the Research Program Fits Together
The program is best understood as a set of connected levels rather than as one linear theory sequence.
The program-level conceptual orientation preserves the widest historical question connecting the different parts of the research: how previously formed organization can shape later cognitive possibility, remain consequential across changing carriers, become distributed across wider arrangements, and preserve or reduce the capacity for further revision. The Historical Horizon of Cognitive Structuring states this horizon without treating it as a theorem of GTCS or as a claim that all cognition constitutes one historical system.
The primary journal-facing papers ask broad questions about structural updating, cross-carrier continuity, retention, durable updating, and continuity-relevant control. They are intended to be readable and assessable without requiring the reader to traverse the full GTCS technical corpus.
GTCS provides the main formal architecture for separating structural-regulatory objects that can otherwise be conflated: coherence deviation, burden, retained overload, admission, representation, transformation, invariants, identity-related regulation, continuity, and coordination/conflict.
The Architecture of Self-Regulating Cognitive Systems occupies a more specific but still substrate-independent level above that Core minimum. It asks how sufficiently complex self-regulating systems may organize current processing, constrain structural updating, acquire historically formed organization, vary the current availability of processing/control possibilities, and instantiate episode-level regulatory routes. Compatibility with GTCS does not make this candidate architecture a theorem or universal requirement of the Core.
The specialized branches extend selected distinctions into manifestation and qualitative readability, inter-system conflict, significance, human psychic processing, and AI-safety/governance questions. A branch may consume Core or architecture-level objects without becoming a redefinition of either.
Applied methodological frameworks translate selected distinctions into bounded procedures for formulation, prospective discrimination, intervention targeting, and empirical testing. The Applied Discrepancy–Intervention Framework occupies this layer: it uses upstream distinctions as provenance while requiring its node assignments and discrimination claims to stand on their own operational evidence rather than on theoretical compatibility alone.
Verification and operationalization materials make the formal architecture externally inspectable and provide controlled interfaces to measurement and computation. Toy models and benchmarks are downstream realizations of selected structures, not compact substitutes for the research program as a whole.
This organization also protects against a common interpretive error: finding one technically narrow paper, simulation, or branch document should not be treated as sufficient evidence about the scope of the whole program. The canonical hierarchy is research program → program-level conceptual orientation → primary journal-facing papers and GTCS formal framework → candidate complex-system architecture (ASRCS) → specialized branches and interfaces → applied methodological frameworks → operational/computational realizations.
Citation, Attribution, and Academic Provenance
This repository aggregates many independently citable works. When referring to a specific definition, formal construction, result, branch object, toy realization, or protocol, please cite the corresponding work and Zenodo DOI rather than citing only the repository landing page.
Canonical context: this repository documents Kostiantyn Osmolovskyi’s research program on cognitive structuring, change, persistence, and continuity. The General Theory of Cognitive Structuring (GTCS) is its principal formal-architectural framework. The Architecture of Self-Regulating Cognitive Systems is a distinct candidate complex-system architecture compatible with, but not constitutive of, the universal GTCS Core. Individual branch papers, verification documents, operationalization templates, simulations, and toy models are specialized or downstream components and should not be interpreted as standalone definitions of the whole research program, GTCS, or the ASRCS series.
Where a formula, definition, logical construction, or formal distinction is derived from a specific paper in this corpus, the most informative attribution is Osmolovskyi, K. together with the DOI of that paper.
Author and Contact
Kostiantyn Osmolovskyi
Independent Researcher, Ukraine
ORCID: 0009-0006-3144-7237
Contact: constantinosmol@gmail.com
License
This repository is licensed under CC BY 4.0. Please preserve work-level attribution and DOI provenance when reusing material from the research corpus.