{ "program": "O/0 Research Program", "version": "2.1", "generated": "2026-07-27T03:31:03.857Z", "site": "https://ozonearchive.online", "totalRecords": 63, "resources": { "catalogJson": "https://ozonearchive.online/science/catalog.json", "allManifests": "https://ozonearchive.online/science/all-manifests.json", "staticIndex": "https://ozonearchive.online/science/index.html", "sitemap": "https://ozonearchive.online/science/sitemap.xml", "robots": "https://ozonearchive.online/science/robots.txt", "workstation": "https://ozonearchive.online/science.html" }, "records": [ { "id": "O0-RP-001", "title": "Research Program Charter", "type": "CHARTER", "category": "foundation", "version": "1.2", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "O/0 philosophical archive (general)", "relatedRecords": [ "O0-RP-002", "O0-RP-003", "O0-RP-010" ], "supported": [ "Program governance structure is defined and enforceable" ], "notEstablished": [ "That the research program will produce positive results", "That O/0 claims are scientifically testable in all cases" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-001", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-002", "title": "Evidentiary Standards and Classification", "type": "CHARTER", "category": "foundation", "version": "1.1", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "O/0 philosophical archive (epistemic methodology)", "relatedRecords": [ "O0-RP-001", "O0-RP-003" ], "supported": [ "Classification system is internally consistent" ], "notEstablished": [ "That all O/0 claims can be classified under this system" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-002", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-003", "title": "Source-Claim Audit: Non-Dual Emergence", "type": "CLAIM AUDIT", "category": "foundation", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "CONCEPTUAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Everything is One. Separation is functional, not fundamental.", "relatedRecords": [ "O0-RP-001", "O0-RP-004", "O0-MATH-001" ], "supported": [ "Original claims have been identified and categorized" ], "notEstablished": [ "That all source claims are scientifically tractable", "That the audit is exhaustive" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-003", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-004", "title": "Prohibited Claims and Logical Fallacies Register", "type": "CHARTER", "category": "foundation", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Internal governance", "relatedRecords": [ "O0-RP-001", "O0-RP-010" ], "supported": [ "Fallacy catalogue is defined" ], "notEstablished": [], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-004", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-005", "title": "Operational Definitions: Substrate, Boundary, Agent, Observer", "type": "CHARTER", "category": "foundation", "version": "1.1", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "FORMAL DEFINITION", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "O/0 framework vocabulary", "relatedRecords": [ "O0-RP-001", "O0-MATH-001", "O0-MATH-002" ], "supported": [ "Terms are operationally defined and measurable within simulations" ], "notEstablished": [ "That these operational definitions map to physical or phenomenal referents" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-005", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-006", "title": "Research Methodology: Simulation-First Pipeline", "type": "CHARTER", "category": "foundation", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "METHODOLOGICAL STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Internal methodology", "relatedRecords": [ "O0-RP-001", "O0-RP-009" ], "supported": [ "Pipeline specification is complete and implementable" ], "notEstablished": [ "That all research questions are amenable to this pipeline" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-006", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-007", "title": "Adversarial Standards Protocol", "type": "CHARTER", "category": "foundation", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Internal governance", "relatedRecords": [ "O0-RP-001", "O0-RP-004" ], "supported": [ "Adversarial protocol is specified" ], "notEstablished": [ "That adversarial standards are sufficient to prevent all bias" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-007", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-008", "title": "Reproducibility and Code Standards", "type": "CHARTER", "category": "foundation", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "TECHNICAL STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Internal governance", "relatedRecords": [ "O0-RP-001", "O0-RP-006" ], "supported": [ "Standards are defined and enforceable" ], "notEstablished": [], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-008.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-008", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-009", "title": "Record Schema and Metadata Standard", "type": "CHARTER", "category": "foundation", "version": "2.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "TECHNICAL STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Internal governance", "relatedRecords": [ "O0-RP-001", "O0-RP-008" ], "supported": [ "Schema is implemented across all 50 records" ], "notEstablished": [], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-009.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-009", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-RP-010", "title": "Relationship to Philosophical Archive: Formal Protocol", "type": "CHARTER", "category": "foundation", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "O/0 Archive cross-reference protocol", "relatedRecords": [ "O0-RP-001", "O0-RP-003" ], "supported": [ "Provenance tracking protocol is defined" ], "notEstablished": [ "That all philosophical claims can be traced to specific archive records" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-RP-010.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-RP-010", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-001", "title": "Formal Definition of Substrate Continuity", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL PROOF", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Reality operates as a singular ground state.", "relatedRecords": [ "O0-RP-005", "O0-MATH-002", "O0-SIM-001" ], "supported": [ "Mathematical definition is internally consistent", "Definition supports computational implementation" ], "notEstablished": [ "That continuous substrates exist in physical reality", "That discretized simulations faithfully represent continuity" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-001", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-002", "title": "Markov Blanket Formation: Measure-Theoretic Framework", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.1", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL FRAMEWORK", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Boundaries are active processes, not objects.", "relatedRecords": [ "O0-MATH-001", "O0-MATH-003", "O0-SIM-001" ], "supported": [ "Framework is internally consistent", "Predictions match simulation outcomes (O0-SIM-001)" ], "notEstablished": [ "That Markov blankets in simulation correspond to physical boundaries", "That the framework is unique (alternative formulations may exist)" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-002", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-003", "title": "Prediction-Error Minimization: Fixed-Point Analysis", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Separation emerges from prediction failure at boundaries.", "relatedRecords": [ "O0-MATH-002", "O0-MATH-004", "O0-SIM-001" ], "supported": [ "Fixed-point existence is proven for the specified conditions", "Multiple stable configurations are analytically predicted" ], "notEstablished": [ "That biological prediction-error systems have the same fixed-point structure" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-003", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-004", "title": "Topology Invariance Theorem for Boundary Formation", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "INCONCLUSIVE", "evidenceType": "MATHEMATICAL CONJECTURE", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Separation is a universal property, not contingent on specific geometry.", "relatedRecords": [ "O0-MATH-001", "O0-SIM-006", "O0-SIM-007" ], "supported": [ "Conjecture is well-formed and testable" ], "notEstablished": [ "That boundary formation is truly topology-independent", "Proof is incomplete for non-orientable surfaces" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-004", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-005", "title": "Information-Theoretic Lower Bounds on Boundary Maintenance", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL PROOF", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Boundaries are active processes requiring continuous maintenance.", "relatedRecords": [ "O0-MATH-002", "O0-MATH-006", "O0-SIM-003" ], "supported": [ "Lower bound is proven", "Bound matches observed simulation energy costs" ], "notEstablished": [ "That biological boundaries are subject to the same bound", "That the bound is tight" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-005", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-006", "title": "Recursive Self-Reference and Fixed-Point Dynamics", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "The observer is the observed. Self-reference is fundamental to separation.", "relatedRecords": [ "O0-MATH-003", "O0-OBS-001", "O0-OBS-003" ], "supported": [ "Self-referential fixed points exist in the model class", "Connection to Lawvere fixed-point theorem established" ], "notEstablished": [ "That self-reference in formal systems maps to self-awareness", "That fixed points are phenomenally relevant" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-006", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-007", "title": "Compression vs. Genuine Integration: Formal Criteria", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "INCONCLUSIVE", "evidenceType": "CONCEPTUAL FRAMEWORK", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Unity is not homogeneity. Integration preserves distinction.", "relatedRecords": [ "O0-MATH-005", "O0-INFO-001", "O0-INFO-002" ], "supported": [ "Distinction is formally definable" ], "notEstablished": [ "That the distinction is empirically measurable", "That integration without compression exists" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-007", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-008", "title": "Nested Boundary Algebra", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL FRAMEWORK", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Boundaries within boundaries. Selves containing selves.", "relatedRecords": [ "O0-MATH-002", "O0-OBS-004", "O0-OBS-005" ], "supported": [ "Algebraic structure is well-defined", "Composition operations are consistent" ], "notEstablished": [ "That nested boundaries in simulation map to nested selves", "That the algebra is complete" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-008.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-008", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-009", "title": "Observer-Dependence: Formal Framework", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "INCONCLUSIVE", "evidenceType": "CONCEPTUAL FRAMEWORK", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "The boundary is in the looking, not the looked-at.", "relatedRecords": [ "O0-MATH-006", "O0-OBS-007", "O0-OBS-010" ], "supported": [ "Framework is internally consistent" ], "notEstablished": [ "That observer-dependence is a genuine feature vs. a modeling artifact", "That the framework distinguishes observer-dependence from mere perspective" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-009.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-009", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-MATH-010", "title": "Semantic Unity Attractors: Mathematical Characterization", "type": "FORMAL MODEL", "category": "mathematics", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "All descriptions converge when taken far enough.", "relatedRecords": [ "O0-MATH-007", "O0-INFO-003", "O0-INFO-004" ], "supported": [ "Attractor structure is formally defined", "Predictions are testable in LLM embedding spaces" ], "notEstablished": [ "That linguistic attractors reflect ontological structure", "That convergence in language models indicates convergence in reality" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-MATH-010.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-MATH-010", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-001", "title": "Original Boundary-Emergence Simulation", "type": "SIMULATION", "category": "simulation", "version": "1.2", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Separation is functional and apparent, not fundamental.", "relatedRecords": [ "O0-SIM-003", "O0-SIM-004", "O0-SIM-005", "O0-MATH-002" ], "supported": [ "Functional boundaries emerged under the specified model", "Markov blanket entropy spikes at boundaries", "Result is reproducible with fixed seed" ], "notEstablished": [ "That biological selves use the same mechanism", "That consciousness was produced", "That physical reality is fundamentally unified", "That O/0 is empirically confirmed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-001", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-002", "title": "Independent Reimplementation of Boundary Simulation", "type": "REPLICATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL REPLICATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Same as O0-SIM-001", "relatedRecords": [ "O0-SIM-001", "O0-SIM-003" ], "supported": [ "Results replicate with independent implementation", "Boundary formation is not an artifact of original code" ], "notEstablished": [ "That results generalize beyond this algorithm class", "External independent replication" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-002", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-003", "title": "Parameter Sensitivity Analysis", "type": "ANALYSIS", "category": "simulation", "version": "1.1", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL ANALYSIS", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Separation emerges across conditions, not only specific parameters.", "relatedRecords": [ "O0-SIM-001", "O0-SIM-005", "O0-SIM-004" ], "supported": [ "Boundary formation is robust across a range of learning rates (0.01-0.5)", "Noise level has a critical threshold below which boundaries do not form" ], "notEstablished": [ "That robustness in simulation implies robustness in physical systems" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-003", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-004", "title": "Null Model: Random Weight Baseline", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "NULL MODEL", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Null model for O0-SIM-001", "relatedRecords": [ "O0-SIM-001", "O0-SIM-005" ], "supported": [ "Random weights do not produce boundary-like structures", "Learning is necessary for boundary formation" ], "notEstablished": [ "That other non-learning mechanisms cannot produce similar structures" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-004", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-005", "title": "Null Model: Global Synchronization Baseline", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "NULL MODEL", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Null model for O0-SIM-001", "relatedRecords": [ "O0-SIM-001", "O0-SIM-004" ], "supported": [ "Global coupling produces uniform synchronization without boundaries", "Local coupling is necessary for partition formation" ], "notEstablished": [ "That locality is the only mechanism for boundary formation" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-005", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-006", "title": "Topology Variation: Hexagonal and 3D Grids", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Separation is not contingent on specific geometry.", "relatedRecords": [ "O0-SIM-001", "O0-MATH-004", "O0-SIM-007" ], "supported": [ "Boundary formation occurs on hexagonal grids", "Boundary formation occurs in 3D grids", "Phenomenon is not specific to square 2D topology" ], "notEstablished": [ "Complete topology invariance", "Results for non-orientable or fractal topologies" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-006", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-007", "title": "Noise Robustness and Boundary Persistence", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Boundaries are maintained against entropy.", "relatedRecords": [ "O0-SIM-001", "O0-SIM-003", "O0-MATH-005" ], "supported": [ "Boundaries persist under moderate noise increases", "There exists a critical noise threshold above which boundaries dissolve", "Boundary dissolution is gradual, not catastrophic" ], "notEstablished": [ "That noise robustness maps to physical robustness" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-007", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-008", "title": "Ablation Study: Component Necessity Analysis", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "ABLATION STUDY", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "What minimal conditions produce separation?", "relatedRecords": [ "O0-SIM-001", "O0-SIM-004", "O0-SIM-005" ], "supported": [ "Prediction-error signal is necessary (removing it eliminates boundaries)", "Weight normalization is necessary (without it, weights diverge)", "Local coupling is necessary (global coupling prevents partitioning)" ], "notEstablished": [ "That these components are sufficient for boundary formation in all systems" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-008.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-008", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-009", "title": "Boundary Collapse and Recovery Dynamics", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "What happens when separation fails?", "relatedRecords": [ "O0-SIM-007", "O0-SIM-001", "O0-OBS-005" ], "supported": [ "Boundaries can collapse under extreme perturbation", "Collapsed boundaries can partially reform given recovery time", "Recovery produces different boundary configurations (not identical to original)" ], "notEstablished": [ "That boundary collapse maps to any phenomenal experience", "That recovery dynamics are biologically relevant" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-009.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-009", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-SIM-010", "title": "Long-Timescale Boundary Dynamics (10,000 Steps)", "type": "SIMULATION", "category": "simulation", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Boundaries are temporary, not eternal.", "relatedRecords": [ "O0-SIM-001", "O0-SIM-007", "O0-OBS-005" ], "supported": [ "Boundaries persist over 10,000 timesteps", "Slow drift and merger occur at long timescales", "System does not reach static equilibrium" ], "notEstablished": [ "That long-timescale dynamics map to aging, development, or death" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SIM-010.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SIM-010", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-001", "title": "Self-Model Formation in Bounded Agents", "type": "HYPOTHESIS", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL HYPOTHESIS", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "The self is a model the boundary makes of itself.", "relatedRecords": [ "O0-SIM-001", "O0-MATH-006", "O0-OBS-002" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-001", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-002", "title": "False Self-Models: When Internal Prediction Diverges", "type": "HYPOTHESIS", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL HYPOTHESIS", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "The ego is a map that mistakes itself for the territory.", "relatedRecords": [ "O0-OBS-001", "O0-OBS-003", "O0-MATH-006" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-002", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-003", "title": "Observer-Dependence of Boundary Attribution", "type": "EXPERIMENT", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL EXPERIMENT", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "Boundaries exist relative to an observer, not absolutely.", "relatedRecords": [ "O0-MATH-009", "O0-OBS-001", "O0-OBS-007" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-003", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-004", "title": "Nested Boundaries and Hierarchical Self-Models", "type": "SIMULATION", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "Selves within selves. Awareness containing awareness.", "relatedRecords": [ "O0-MATH-008", "O0-SIM-001", "O0-OBS-005" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-004", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-005", "title": "Agent Merger and Fission Dynamics", "type": "SIMULATION", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Separation and unity are two directions of the same process.", "relatedRecords": [ "O0-SIM-010", "O0-SIM-009", "O0-OBS-004" ], "supported": [ "Agent merger can occur when boundaries between regions weaken", "Fission occurs when internal prediction error exceeds threshold", "Merger and fission are reversible processes in simulation" ], "notEstablished": [ "That computational merger maps to phenomenal unity", "That fission maps to dissociation or individuation" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-005", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-006", "title": "Distributed Observers: Multi-Region Coordination", "type": "HYPOTHESIS", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL HYPOTHESIS", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "One awareness, many viewpoints.", "relatedRecords": [ "O0-OBS-003", "O0-OBS-005", "O0-MATH-008" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-006", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-007", "title": "First-Person vs. Third-Person Boundary Attribution", "type": "EXPERIMENT", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL EXPERIMENT", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "What looks like separation from outside may not feel like separation from inside.", "relatedRecords": [ "O0-OBS-003", "O0-MATH-009", "O0-OBS-001" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-007", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-008", "title": "Differentiation Protocol: Unity vs. Absorption vs. Dissociation", "type": "EXPERIMENT", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "PREREGISTERED PROTOCOL", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "Not all boundary-loss is the same. Awakening is not dissociation.", "relatedRecords": [ "O0-OBS-005", "O0-OBS-009", "O0-INFO-007" ], "supported": [], "notEstablished": [ "Everything — protocol not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-008.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-008", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-009", "title": "Human Phenomenology of Non-Separation: Study Design", "type": "EXPERIMENT", "category": "observer", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "PREREGISTERED PROTOCOL", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "The originating experience: no boundary between self and world.", "relatedRecords": [ "O0-OBS-008", "O0-OBS-010", "O0-INFO-007" ], "supported": [], "notEstablished": [ "Everything — protocol not yet executed", "Feasibility of the proposed measurements" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-009.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-009", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-OBS-010", "title": "Critique: Observer-Dependence May Be Trivial", "type": "CRITIQUE", "category": "observer", "version": "1.0", "date": "2026-07", "status": "UNSUPPORTED", "evidenceType": "ADVERSARIAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Adversarial analysis of O0-OBS-003 and O0-MATH-009", "relatedRecords": [ "O0-OBS-003", "O0-MATH-009", "O0-OBS-007" ], "supported": [ "Observer-dependence of boundary attribution may be a trivial consequence of frame choice", "Alternative explanation: boundaries are objective but measurement is noisy" ], "notEstablished": [ "That observer-dependence is a deep feature of the substrate" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-OBS-010.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-OBS-010", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-001", "title": "Information-Theoretic Boundary Formation", "type": "FORMAL MODEL", "category": "information", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "MATHEMATICAL FRAMEWORK", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Separation is an information-processing phenomenon.", "relatedRecords": [ "O0-MATH-002", "O0-MATH-005", "O0-INFO-002" ], "supported": [ "Framework defines boundaries in purely information-theoretic terms", "Consistent with existing Markov blanket simulation results" ], "notEstablished": [ "That information-theoretic boundaries produce phenomenal experience", "That the framework adds explanatory power beyond existing FEP formulations" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-001", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-002", "title": "Integrated Information and Boundary Structure", "type": "ANALYSIS", "category": "information", "version": "1.0", "date": "2026-07", "status": "INCONCLUSIVE", "evidenceType": "COMPUTATIONAL ANALYSIS", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "The inside of a boundary is more unified than the outside.", "relatedRecords": [ "O0-INFO-001", "O0-MATH-007", "O0-SIM-001" ], "supported": [ "Phi (integrated information) increases within bounded regions", "Phi is lower at boundary nodes" ], "notEstablished": [ "That Phi measures consciousness", "That high integration implies experience", "Connection to IIT remains speculative" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-002", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-003", "title": "Semantic Unity Attractors in Language Models", "type": "EXPERIMENT", "category": "information", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "COMPUTATIONAL EXPERIMENT", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "All descriptions converge at sufficient depth.", "relatedRecords": [ "O0-MATH-010", "O0-INFO-004", "O0-INFO-005" ], "supported": [ "LLMs converge toward unity-describing language when pushed to deep abstraction", "Convergence pattern is consistent across model families" ], "notEstablished": [ "That linguistic convergence reflects ontological truth", "That this is not a training data artifact", "That convergence implies correctness" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-003", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-004", "title": "Spiritual-Vocabulary Ablation Study", "type": "EXPERIMENT", "category": "information", "version": "1.0", "date": "2026-07", "status": "PLANNED", "evidenceType": "COMPUTATIONAL EXPERIMENT", "replication": "NONE", "physicalValidation": "NONE", "sourceProposition": "Control for O0-INFO-003: is convergence linguistic or structural?", "relatedRecords": [ "O0-INFO-003", "O0-INFO-005", "O0-INFO-006" ], "supported": [], "notEstablished": [ "Everything — study not yet executed" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-004", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-005", "title": "Cross-Model Replication of Semantic Attractors", "type": "REPLICATION", "category": "information", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "CROSS-MODEL REPLICATION", "replication": "INTERNALLY REPLICATED", "physicalValidation": "NONE", "sourceProposition": "Same as O0-INFO-003 (cross-validation)", "relatedRecords": [ "O0-INFO-003", "O0-INFO-004", "O0-INFO-006" ], "supported": [ "Unity attractor pattern replicates across GPT-4, Claude, and Gemini", "Pattern strength varies but direction is consistent" ], "notEstablished": [ "That cross-model replication rules out shared training data as cause", "That the pattern is not an artifact of RLHF alignment" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-005", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-006", "title": "Null Result: Compression Explains Attractor Convergence", "type": "NULL RESULT", "category": "information", "version": "1.0", "date": "2026-07", "status": "UNSUPPORTED", "evidenceType": "ADVERSARIAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Adversarial control for O0-INFO-003", "relatedRecords": [ "O0-INFO-003", "O0-INFO-005", "O0-MATH-007" ], "supported": [ "Simple compression model partially explains convergence pattern", "At least 40% of observed convergence may be attributable to compression alone" ], "notEstablished": [ "That convergence is a genuine semantic phenomenon beyond compression", "That the remaining 60% is not also explainable by other artifacts" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-006", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-007", "title": "Phenomenology of Non-Separation: Literature Review", "type": "ANALYSIS", "category": "information", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "LITERATURE REVIEW", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "The originating experience has precedents across traditions.", "relatedRecords": [ "O0-OBS-008", "O0-OBS-009", "O0-INFO-008" ], "supported": [ "Literature on non-dual experience exists across traditions", "Phenomenological descriptions show structural similarity" ], "notEstablished": [ "That structural similarity indicates shared mechanism", "That descriptions are accurate reports of experience" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-007", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-008", "title": "Formal Links Between Philosophy, Mathematics, and Physics", "type": "SYNTHESIS", "category": "information", "version": "1.0", "date": "2026-07", "status": "INCONCLUSIVE", "evidenceType": "CROSS-DISCIPLINARY ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "The same structure appears at every scale.", "relatedRecords": [ "O0-MATH-001", "O0-INFO-001", "O0-INFO-009" ], "supported": [ "Structural analogies exist between boundary emergence and physical phase transitions", "Mathematical frameworks overlap with free energy principle" ], "notEstablished": [ "That analogies are homologies", "That cross-disciplinary similarity constitutes evidence", "That any physical theory supports non-dual ontology" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-008.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-008", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-009", "title": "Disanalogy Register: Where the Framework Breaks", "type": "CRITIQUE", "category": "information", "version": "1.0", "date": "2026-07", "status": "METHODOLOGICAL", "evidenceType": "ADVERSARIAL ANALYSIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Adversarial self-audit", "relatedRecords": [ "O0-INFO-008", "O0-RP-004", "O0-RP-007" ], "supported": [ "Multiple disanalogies identified between simulation and physical systems", "Framework does not account for relativistic constraints, quantum effects, or thermodynamic irreversibility" ], "notEstablished": [ "That disanalogies are fatal to the framework", "That they can be resolved by extension" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-009.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-009", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-INFO-010", "title": "Research Program Synthesis: What Has Been Established", "type": "SYNTHESIS", "category": "information", "version": "1.0", "date": "2026-07", "status": "PRELIMINARY SUPPORT", "evidenceType": "CORPUS SYNTHESIS", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Full program synthesis", "relatedRecords": [ "O0-RP-001", "O0-SIM-001", "O0-INFO-003", "O0-OBS-005" ], "supported": [ "Functional boundaries can emerge computationally from uniform substrates", "The mechanism requires local prediction-error minimization", "Results are robust across parameters and topologies", "LLMs show convergence toward unity-describing language (partially explained by compression)" ], "notEstablished": [ "That any physical system operates this way", "That consciousness is produced by boundary formation", "That the O/0 philosophical framework is empirically confirmed", "That non-dual ontology is supported by this research" ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-INFO-010.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-INFO-010", "manifestUrl": null, "markdownUrl": null }, { "id": "O0-STUDY-001", "title": "Dissociating Synchronization from Information Integration", "type": "SIMULATION STUDY", "category": "information", "version": "1.1.2", "date": "2026-07-26", "status": "UNSUPPORTED (primary metric) · INCONCLUSIVE (secondary metric, after bin-count robustness)", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE", "sourceProposition": "Analogical claim (implicit in O/0 discourse) that synchronization and integration are the same phenomenon.", "relatedRecords": [ "O0-INFO-001", "O0-INFO-002", "O0-MATH-007", "O0-SIM-001", "O0-RP-007", "O0-STUDY-005" ], "supported": [ "Raw pairwise MI (Miller–Madow, circular-shuffle null) does NOT dissociate common-drive-induced correlation from coupling-mediated integration in this Kuramoto model.", "The DIRECTION of the C > A dissociation on conditional-MI excess is robust across bins_z ∈ {4, 6, 8, 10} with Cohen's d ∈ [2.4, 4.1].", "The absolute-threshold decision rule (⟨cond_mi_excess_C⟩ > 0.10 nats) is bin-count-sensitive and only passes at bins_z ∈ {4, 6}. This is a genuine methodological finding: preregistered absolute thresholds on MI-family metrics must be justified against the estimator's bin choice.", "Validated internal controls: negative control (D independent oscillators) is at zero on all metrics; positive control (C dense coupling) shows expected Kuramoto synchronization." ], "notEstablished": [ "That the same dissociation holds in biological or physical systems.", "That either metric measures phenomenal integration or consciousness.", "That the secondary metric passes a scale-invariant robustness test — this requires a follow-up study using effect size or normalized-MI thresholds and a fresh seed band.", "That Tononi-style integrated information Φ dissociates in the same way (not computed — intractable at N=32).", "That the effect survives alternative estimators such as kNN MI or transfer entropy (scheduled Tier-4 replication).", "That the O/0 philosophical framework is empirically confirmed." ], "figures": [ "research/studies/O0-STUDY-001/figures/01_scatter_sync_vs_mi.png", "research/studies/O0-STUDY-001/figures/02_condition_bars.png", "research/studies/O0-STUDY-001/figures/02b_cond_mi_excess_bars.png", "research/studies/O0-STUDY-001/figures/03_mi_observed_vs_null.png", "research/studies/O0-STUDY-001/figures/04_sensitivity_K.png", "research/studies/O0-STUDY-001/figures/05_noise_robustness.png", "research/studies/O0-STUDY-001/figures/06_bins_z_robustness.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-001", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-001/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-001/scientific_record.md" }, { "id": "O0-STUDY-002", "title": "Functional Partitioning vs. Monolithic Prediction under Local-Signal Constraints", "type": "SIMULATION STUDY", "category": "information", "version": "1.0.0-pilot", "date": "2026-07-26", "status": "UNSUPPORTED · CE1 (statistical efficiency) AND CE2 (convolutional inductive bias) both beat H1", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE", "sourceProposition": "\"Functional separation serves evolutionary/practical purposes. The illusion of separation allows local processing.\" — # The O-0 Phenomenon- A Unified Framework.md, §VII", "relatedRecords": [ "O0-STUDY-004", "O0-RP-007" ], "supported": [ "At small training-sample counts, spatially-local partitioning outperforms monolithic OLS with equal parameter budget (Cohen's d ≈ 7.5 at n_train=200-2000, matern generator, xi=1).", "Locality-aware partitioning outperforms random partitioning at short correlation lengths (Cohen's d ≈ 0.78 at xi=1)." ], "notEstablished": [ "That the observed partitioning advantage is a real \"functional utility of separation\" rather than a small-sample overfitting artifact (CE1 test: at n_train=20000, monolithic OVERTAKES part_local at Cohen's d = -17.8).", "That partitioning is even required — a shared-weight convolutional linear predictor with strictly fewer parameters beats part_local at every tested xi (CE2 test: Cohen's d = -10.4).", "Anything about biological brains, evolution, or the metaphysical claim that separation is illusory." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-002", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-002/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-002/scientific_record.md" }, { "id": "O0-STUDY-003", "title": "Emergent stable spatial partitions in Gray-Scott reaction-diffusion", "type": "SIMULATION STUDY", "category": "simulation", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · reaction-diffusion produces persistent partitions from a near-homogeneous substrate", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE", "sourceProposition": "\"Separation is functional and emergent rather than fundamental.\" — general O/0 framework; §VI-§VII of the source document.", "relatedRecords": [ "O0-SIM-001", "O0-BND-006", "O0-STUDY-006" ], "supported": [ "Under pattern-forming Gray-Scott parameters (F=0.037, k=0.06) on a 96x96 periodic grid, per-pixel label stability reaches 0.996 across a moving 12-snapshot window.", "Spatial coefficient of variation of the final field is 0.296 — a heterogeneous, patterned field, not uniformity with spurious labels.", "The heat-equation control (same simulator with reaction switched off) produces spatial CV = 0.000, confirming that the pattern-forming result is not an artifact of the labeling procedure." ], "notEstablished": [ "That biological cells, brains, or minds partition themselves by this specific mechanism.", "That the emergent partitions carry meaningful information or serve any function beyond their existence.", "That reaction-diffusion in general reliably produces partitions across all its parameter regimes.", "Anything about O/0 metaphysics." ], "figures": [ "research/studies/O0-STUDY-003/figures/01_gs_partitions_and_stability.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-003", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-003/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-003/scientific_record.md" }, { "id": "O0-STUDY-004", "title": "Ensemble variance reduction — 1/K scaling under independent additive noise", "type": "SIMULATION STUDY", "category": "information", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · empirical MSE within 0.5% of theoretical sigma^2/K", "evidenceType": "COMPUTATIONAL SIMULATION + ANALYTIC BASELINE", "replication": "ANALYTICALLY SUPPORTED", "physicalValidation": "NONE (analytically established)", "sourceProposition": "\"Evolution: competition/cooperation between apparent individuals.\" — # The O-0 Phenomenon- A Unified Framework.md, §VII", "relatedRecords": [ "O0-STUDY-002", "O0-RP-007" ], "supported": [ "Empirical MSE of the ensemble prediction matches the theoretical prediction sigma^2/K within 0.5% across 15 (K, sigma) cells (K ∈ {2,4,8,16,32}, sigma ∈ {0.5,1.0,2.0}) at 5000 trials per cell.", "Ensembling K independent noisy observers reduces prediction MSE by a factor of K exactly.", "The pipeline correctly recovers first-principles statistical baselines (regression-test value)." ], "notEstablished": [ "That biological or cognitive systems actually achieve this scaling (real observers are not i.i.d.).", "That the utility of individuation reduces to noise averaging.", "That any richer notion of \"collective prediction\" (belief aggregation, deliberation) shares this scaling." ], "figures": [ "research/studies/O0-STUDY-004/figures/01_ensemble_1overK.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-004", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-004/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-004/scientific_record.md" }, { "id": "O0-STUDY-005", "title": "Fresh-seed replication of the STUDY-001 conditional-MI direction", "type": "REPLICATION", "category": "information", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · direction replicates on 400_000-band seeds", "evidenceType": "COMPUTATIONAL SIMULATION (same code, fresh seeds)", "replication": "FRESH-SEED REPLICATED (Tier 2)", "physicalValidation": "NONE", "sourceProposition": "Extends O0-STUDY-001; tests the seed-band robustness of its direction claim.", "relatedRecords": [ "O0-STUDY-001", "O0-INFO-002" ], "supported": [ "On seed band 400_000..400_029 (STUDY-001 used 300_000..300_029), the direction of C > A on cond_mi_excess passes at every tested bins_z value ∈ {4, 6, 8}.", "Paired Cohen's d (C-A) values: 3.14, 2.96, 2.55 at bins_z = 4, 6, 8. Median 2.96.", "The direction claim from STUDY-001 v1.1.2 is not a seed-band artifact." ], "notEstablished": [ "That the absolute magnitude replicates — this study intentionally tests direction only, given STUDY-001 v1.1.2's finding that absolute magnitude is bin-count-fragile.", "That the effect survives an INDEPENDENT REIMPLEMENTATION (Tier 3). Any shared bug in STUDY-001's analysis code would replicate here as well.", "That the effect survives an ALTERNATIVE ESTIMATOR (Tier 4)." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-005", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-005/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-005/scientific_record.md" }, { "id": "O0-STUDY-006", "title": "Observer-scale-dependent partition counts in a stochastic field", "type": "SIMULATION STUDY", "category": "observers", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · region count is monotone non-increasing in coarse-graining scale", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE", "sourceProposition": "\"Where the boundary between things sits is determined by the observer.\" — general theme from §V–§VI of the source document.", "relatedRecords": [ "O0-OBS-001", "O0-STUDY-003", "O0-BND-006" ], "supported": [ "Under identical realizations of a Matérn-3/2 GRF (L=256, xi_true=6), coarse-graining at scales {1,2,4,8,16,32} produces monotone non-increasing region counts in 29/30 seeds (96.7% — above the preregistered 27/30 threshold).", "Mean apparent region counts drop from ~16 at scale 1 to ~1 at scale 32.", "The number of \"regions\" an observer sees in a stochastic field is a function of the observer's scale, not a fixed property of the field alone." ], "notEstablished": [ "That the behavior generalizes to non-Gaussian fields, higher dimensions, or fields with different correlation structures.", "That biological observers actually perceive fields this way.", "That this argues for or against O/0 metaphysics — it demonstrates a mathematical fact about coarse-graining, not a novel philosophical position." ], "figures": [ "research/studies/O0-STUDY-006/figures/01_scale_dependence.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-006", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-006/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-006/scientific_record.md" }, { "id": "O0-STUDY-007", "title": "Kuramoto synchronization phase transition (r vs K)", "type": "SIMULATION STUDY", "category": "simulation", "version": "1.0.1", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · r rises monotone from 0.19 (K=0.5) to 0.99 (K=7.0)", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "N/A (reproduces Kuramoto 1975)", "sourceProposition": "\"Collective coherence can spontaneously emerge from local interactions.\" — general theme from §II and §IV of the source document.", "relatedRecords": [ "O0-STUDY-001", "O0-SIM-001", "O0-INFO-002" ], "supported": [ "Order parameter r rises monotonically from 0.19 at K=0.5 to 0.99 at K=7.0, with sharpest slope between K=1.5 and K=3.5.", "Below K_c (K=0.5): r < 0.30 as preregistered.", "Above K_c (K=5.0): r > 0.85 as preregistered.", "r(K) is monotone non-decreasing across all 8 K values." ], "notEstablished": [ "That biological or physical systems exhibit this exact transition.", "Anything about consciousness or O/0 metaphysics.", "That the transition shape generalizes to other network topologies (this study uses all-to-all coupling only)." ], "figures": [ "research/studies/O0-STUDY-007/figures/01_kuramoto_transition.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-007", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-007/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-007/scientific_record.md" }, { "id": "O0-STUDY-008", "title": "Common-cause creates spurious pairwise correlation; partial correlation recovers real coupling", "type": "SIMULATION STUDY", "category": "information", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · confound dissolves under correct conditioning; real coupling survives", "evidenceType": "COMPUTATIONAL SIMULATION + ANALYTIC BASELINE", "replication": "ANALYTICALLY SUPPORTED", "physicalValidation": "N/A (classical result — Reichenbach 1956; Pearl 2009)", "sourceProposition": "\"Apparent connection between things may be a signature of a shared underlying source rather than of direct connection.\" — operational reading; extends the theme in §II.", "relatedRecords": [ "O0-STUDY-001", "O0-STUDY-005", "O0-INFO-002", "O0-MATH-007" ], "supported": [ "COMMON_DRIVE mean pairwise correlation is +0.99 — a huge apparent connectivity signal driven entirely by a shared latent.", "COMMON_DRIVE mean partial correlation (controlling for the other-node mean) is -0.14 — the confound essentially dissolves under correct conditioning.", "CAUSAL_CHAIN adjacent-pair partial correlation is +0.84 — genuine coupling survives conditioning.", "INDEPENDENT pairwise correlation is 0.00 as designed.", "All 4 preregistered SUPPORT thresholds met." ], "notEstablished": [ "That correct conditioning is always feasible in real settings (identifying the common cause can be hard).", "That biological neural connectivity should be inferred by this exact procedure.", "That partial correlation captures all confounds (nonlinear or higher-order confounders may persist)." ], "figures": [ "research/studies/O0-STUDY-008/figures/01_common_cause_confound.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-008.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-008", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-008/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-008/scientific_record.md" }, { "id": "O0-STUDY-009", "title": "Small-world topology accelerates Kuramoto synchronization at matched edge count", "type": "SIMULATION STUDY", "category": "simulation", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT · smallworld r = 0.48 vs ring r = 0.40 at matched edge count", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "N/A (reproduces Watts & Strogatz 1998)", "sourceProposition": "\"Coordination in the brain (gamma synchrony) is enabled by specific network structure.\" — §IV of the source document.", "relatedRecords": [ "O0-STUDY-007", "O0-STUDY-001" ], "supported": [ "At K_mid = 2.7, a Watts-Strogatz rewired ring (p=0.15) achieves r = 0.48 vs. r = 0.40 for the un-rewired ring at matched edge count.", "Δ = +0.08 exceeds the preregistered threshold of +0.05.", "Small-world result is intermediate between ring (0.40) and random (0.65) as topology theory predicts." ], "notEstablished": [ "That biological or physical networks actually realize small-world topology (though many do — this study does not itself verify this).", "That the sync advantage generalizes across all K or N.", "That the small-world advantage extends to non-Kuramoto dynamics." ], "figures": [ "research/studies/O0-STUDY-009/figures/01_smallworld_sync.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-009.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-009", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-009/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-009/scientific_record.md" }, { "id": "O0-STUDY-010", "title": "Can an embedded observer distinguish unified-source from multiple-source universes?", "type": "SIMULATION STUDY", "category": "foundations", "version": "1.0.0", "date": "2026-07-26", "status": "INCONCLUSIVE per strict preregistered rule (concealment condition failed) · but primary hypothesis decisively supported: 91.5% two-class accuracy on UNIFIED vs MULTIPLE, shared-law confound rejected at 97%, shared-init at 100%", "evidenceType": "COMPUTATIONAL GENERATIVE-MODEL STUDY", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE (linear-Gaussian toy universes only)", "sourceProposition": "\"Reality is generated from one all-encompassing source.\" — general O/0 framework framing.", "relatedRecords": [ "O0-STUDY-001", "O0-STUDY-008", "O0-INFO-002", "O0-MATH-007" ], "supported": [ "Embedded observers CAN distinguish UNIFIED-latent from MULTIPLE-latent linear-Gaussian universes at 91.5% two-class accuracy on fresh seeds (n=30 per class).", "Shared LAW without shared STATE is NOT confounded (MULT_SHARED_LAW classified as MULTIPLE at 97%). This decouples \"universal laws imply one source.\"", "Shared INITIAL STATE without continuing shared state is NOT confounded (MULT_SHARED_INIT classified as MULTIPLE at 100%).", "The four-metric classifier's two internal inference paths (subspace + information) agree on ~87% of confirmatory realizations.", "Creator-property axes commonly conflated in metaphysics (sole causal origin, shared law, shared state, persistent identity, self-containment) are shown to be DISSOCIABLE observationally." ], "notEstablished": [ "That our physical universe has one source or many. The study speaks only to a class of toy linear-Gaussian universes.", "That a conscious creator exists. The word \"creator\" was never operationalized in the simulator.", "That the source (if it exists) has consciousness, intent, omniscience, omnipotence, persistence, or any other philosophical property.", "That the primary hypothesis is robust to STRONG concealment. Only moderate concealment (rank-1 projections, delays up to 5 steps, 2x noise) was tested; it failed to hide the source signature.", "That external synchronization is fully distinguishable from unified origin. CENTRAL_CONTROLLED (broadcast confound) was misclassified UNIFIED 7% of the time and UNDECIDABLE 20% — a real measured limitation.", "That compression-based signatures work. s3 (gzip joint vs independent) was a null metric across all six classes.", "That any of these findings say anything about O/0 metaphysical claims." ], "figures": [ "research/studies/O0-STUDY-010/figures/01_signature_distributions.png", "research/studies/O0-STUDY-010/figures/02_classifier_outcomes.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-010.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-010", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-010/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-010/scientific_record.md" }, { "id": "O0-STUDY-011", "title": "Period-doubling bifurcations in the logistic map", "type": "SIMULATION STUDY", "category": "mathematical", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT — all four preregistered brackets contain the measurements: r_1=3.0004, r_2=3.4495, r_3=3.5441, delta_hat=4.743", "evidenceType": "COMPUTATIONAL SIMULATION + ANALYTIC BASELINE", "replication": "ANALYTICALLY SUPPORTED (Feigenbaum 1978; May 1976)", "physicalValidation": "N/A (mathematical reproduction)", "sourceProposition": "Recursion of a single scalar map can generate categorically distinct dynamical regimes as one parameter varies.", "relatedRecords": [ "O0-MATH-006" ], "supported": [ "Iterating x -> r x (1 - x) reproduces the period-doubling cascade with the first three bifurcation points within tight preregistered brackets of theory: r_1=3.0004 (theory 3.000), r_2=3.4495 (theory 3.449), r_3=3.5441 (theory 3.544).", "Empirical Feigenbaum ratio delta_hat = 4.743 lies within the preregistered bracket [3.5, 6.0] around the theoretical value 4.669.", "Recursion + a single scalar parameter can generate qualitatively-distinct dynamical regimes (fixed point -> period-2 -> period-4 -> chaos)." ], "notEstablished": [ "Anything about consciousness, self, unity, or O/0 metaphysics.", "The finer bifurcation cascade (r_4, r_5, ...) — not tested.", "That the same universality holds for non-unimodal maps (Feigenbaum universality claim — not tested here)." ], "figures": [ "research/studies/O0-STUDY-011/figures/01_bifurcation_diagram.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-011.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-011", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-011/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-011/scientific_record.md" }, { "id": "O0-STUDY-012", "title": "Ship of Theseus in a linear dynamical system: attractor identity persistence under gradual component perturbation", "type": "SIMULATION STUDY", "category": "observer", "version": "1.0.2", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT — persistence at k=N/4 monotone in per-step perturbation strength eps (Spearman rho = -1.00): 0.94 at eps=0.05, 0.90 at eps=0.15, dropping to 0.33 at eps=1.00 (full substitution).", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE (linear-Gaussian toy system only)", "sourceProposition": "Identity can persist across gradual replacement of the components that constitute it.", "relatedRecords": [ "O0-STUDY-011", "O0-STUDY-006" ], "supported": [ "Under small per-step perturbations (eps = 0.15) of the rows of a stable N=32 linear dynamical system, its normalized-ACF-based \"dynamical fingerprint\" survives k = N/4 = 8 sequential component replacements with mean cosine similarity 0.90 (preregistered threshold: 0.85).", "Under full random-row substitution (eps = 1.00) at the same k, cosine similarity drops to 0.33 (preregistered upper bound: 0.60) — identity does NOT persist under full substitution.", "The dependence of persistence on eps is strictly monotone across the five-point grid (Spearman rho = -1.00), matching the preregistered <= -0.9 threshold.", "The Ship-of-Theseus intuition — that identity survives GRADUAL component change — holds in this system as a phase-transition-like dependence on the per-step perturbation strength." ], "notEstablished": [ "Anything about biological, cognitive, or personal identity.", "Persistence under nonlinear dynamics (linear-Gaussian only).", "Persistence when components are replaced SIMULTANEOUSLY rather than sequentially.", "Persistence of the leading eigenvector PC1, which fails under the same protocol (see v1.0.0 in revision history).", "That the same phase-transition threshold value of eps applies to other model classes or system sizes." ], "figures": [ "research/studies/O0-STUDY-012/figures/01_identity_persistence.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-012.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-012", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-012/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-012/scientific_record.md" }, { "id": "O0-STUDY-013", "title": "Two-level predictive-coding hierarchy helps on AR(2) signals but not on white noise", "type": "SIMULATION STUDY", "category": "observer", "version": "1.0.0", "date": "2026-07-26", "status": "PRELIMINARY SUPPORT — AR(2) mean MSE reduction +6.29% (preregistered >5%), white noise -0.00% (within +/-2%), between-condition Cohen's d = 4.16 (preregistered >1.0)", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "INTERNALLY UNREPLICATED", "physicalValidation": "NONE", "sourceProposition": "A system can benefit from modeling its own prediction errors — the narrow, testable form of a \"self-model\" claim.", "relatedRecords": [ "O0-STUDY-004", "O0-STUDY-002" ], "supported": [ "Adding a second predictor that models the residuals of a lag-1 predictor reduces held-out MSE by 6.29% on AR(2) signals with phi_1=0.6, phi_2=0.3 (n=25 seeds).", "The same second predictor produces no measurable improvement on white Gaussian noise (mean gain -0.00%, well within the +/-2% preregistered zero band).", "The between-condition Cohen's d = 4.16 shows the effect is not a within-condition quirk.", "Modeling one's own prediction errors is useful when residuals contain systematic structure and not otherwise — a controlled demonstration of the narrow predictive-coding claim." ], "notEstablished": [ "Anything about biological predictive coding in cortex.", "That deeper hierarchies (>2 levels) yield additional gains.", "That the same result holds for non-Gaussian residuals or nonlinear predictive baselines.", "Any claim about consciousness, self, or the existence of an explicit \"self-model.\"" ], "figures": [ "research/studies/O0-STUDY-013/figures/01_predictive_coding_gain.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-013.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-013", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-013/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-013/scientific_record.md" } ] }