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"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" }, { "id": "O0-STUDY-014", "title": "Source ontology has an identifiability boundary, and the naming statistic finds it six levels too early", "type": "SIMULATION STUDY", "category": "foundations", "version": "1.0.0", "date": "2026-07-27", "status": "SUPPORT — a concealment strength exists at which a unified-source universe becomes empirically indistinguishable from a plural one under the four frozen signatures. Located at delays <= 640 steps and 80x observation noise; identifiability retained at every weaker level.", "evidenceType": "COMPUTATIONAL GENERATIVE-MODEL STUDY", "replication": "INTERNALLY UNREPLICATED (fresh-seed extension of O0-STUDY-010, not an independent reimplementation)", "physicalValidation": "NONE (linear-Gaussian toy universes only)", "sourceProposition": "\"Everything is one; separation is functional, not fundamental.\" — O/0 framework general framing. Operationalized here as: could an observer inside a unified world tell, and at what point does it stop being able to?", "relatedRecords": [ "O0-STUDY-010", "O0-STUDY-008", "O0-STUDY-001" ], "supported": [ "An identifiability boundary EXISTS and is locatable. At L8 (delays <= 640 steps, 80x noise) and L9, a matched-concealment permutation test cannot reject the null that the unified and plural arms come from the same distribution (p = 0.206, 0.876).", "Identifiability is retained through L7 — delays up to 320 steps and 40x observation noise (A_max = 0.781, p = 0.002).", "O0-STUDY-010's rule (c) measures the wrong thing. It fires at L2, declaring concealment successful, where the two ontologies remain perfectly separable (A_max = 1.000). The naming statistic and the identifiability statistic diverge across six ladder levels — a factor of 64 in delay and 27 in noise.", "Effective rank is the signature that survives concealment longest, not cross-region prediction. This contradicts the study's own preregistered mechanistic prediction, which is reported as failed.", "The surviving signal is not a latent-dimensionality artifact: a post-hoc control matching total latent dimensionality leaves the boundary at L8 and slightly improves discrimination at intermediate levels.", "External synchronization is a persistent confound at every concealment strength — a concealed broadcast is harder to tell from a concealed unity than a concealed plurality is, at all ten levels.", "The gzip signature is null at every level (AUC 0.41-0.61), replicating O0-STUDY-010's null on fresh seeds. Two studies now agree it should be dropped." ], "notEstablished": [ "That our physical universe has one source or many.", "That a conscious creator exists or has any property whatever. \"Creator\" is not operationalized anywhere in the simulator.", "That the boundary sits at L8 for any observer other than this one. A boundary is a property of an instrument-plus-world pair, and four fixed statistics is a weak observer.", "A precise boundary level. The primary preregistered statistic gives L8; the energy-distance omnibus gives L6. The defensible statement is a range.", "That the location generalizes beyond linear-Gaussian dynamics, N=8 regions, or T=1000 retained timesteps.", "Attribution to delay versus noise. Both increase together along the ladder; no factorial sweep was run.", "Anything about consciousness, unity as experience, or O/0 as a metaphysical claim." ], "figures": [ "research/studies/O0-STUDY-014/figures/01_identifiability_curve.png", "research/studies/O0-STUDY-014/figures/02_per_signature_decay.png", "research/studies/O0-STUDY-014/figures/03_frozen_classifier_labels.png", "research/studies/O0-STUDY-014/figures/04_rule_c_vs_identifiability.png" ], "staticUrl": "https://ozonearchive.online/science/O0-STUDY-014.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-STUDY-014", "manifestUrl": "https://ozonearchive.online/research/studies/O0-STUDY-014/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-STUDY-014/scientific_record.md" }, { "id": "O0-CRP-001", "title": "Program Charter: Observer Contact with Apparent Totality", "type": "CHARTER", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "The O/0 phenomenon — apparent multiplicity collapsing into or being reinterpreted through an encompassing source — has an information-theoretic decomposition into finite, measurable components.", "relatedRecords": [ "O0-CRP-002", "O0-CRP-003", "O0-CRP-004", "O0-CRP-005", "O0-CRP-006", "O0-RP-001", "O0-RP-002", "O0-RP-007" ], "supported": [ "Governance framework for the Contact and Revelation Program has been defined.", "Program scope is deliberately narrower than \"study O/0\" and focuses on decomposing apparent-totality contact into measurable informational components (accuracy, opacity, personalization, temporal access, compression, reflexivity, simulator-level access).", "Prohibited moves, mandatory result labels, exploratory/confirmatory separation, and adversarial-standard requirements are enumerated and enforceable." ], "notEstablished": [ "That \"contact with apparent totality\" is a natural kind.", "That the philosophical O/0 framework is scientifically confirmed or refuted by anything in this program.", "That the operational definitions used here map to lived first-person phenomenology." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-001", "manifestUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/00_PROGRAM_CHARTER/manifest.json", "markdownUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/00_PROGRAM_CHARTER/scientific_record.md" }, { "id": "O0-CRP-002", "title": "Non-Drift Rule: five questions that admit records to this program", "type": "CHARTER", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "METHODOLOGICAL", "evidenceType": "GOVERNANCE STANDARD", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "A focused research program requires an explicit admission criterion.", "relatedRecords": [ "O0-CRP-001", "O0-RP-006" ], "supported": [ "Every record admitted to the program must clearly answer at least one of five questions: CONTACT, REVELATION, TEMPORALITY, PERSPECTIVE, AUTHORSHIP.", "Records that do not fit are rejected before writing, preventing scope creep into arbitrary consciousness-adjacent speculation." ], "notEstablished": [ "That the five questions are exhaustive.", "That the questions cannot be refined by later evidence." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-002", "manifestUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/00_PROGRAM_CHARTER/manifest.json", "markdownUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/00_PROGRAM_CHARTER/scientific_record.md" }, { "id": "O0-CRP-003", "title": "Formal Ontology: observers, sources, and contact conditions C0–C9", "type": "FORMAL MODEL", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "METHODOLOGICAL", "evidenceType": "FORMAL DEFINITION", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Operational definitions must precede any measurement of \"contact.\"", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-005", "O0-CRP-006", "O0-RP-005", "O0-MATH-002" ], "supported": [ "World state, observed state, hidden state, observer, and source are given precise operational definitions.", "A source is specified by six switches (accuracy α, visibility, personalization π, temporal_access, compression κ, reflexivity), enabling factorial manipulation.", "Ten contact conditions C0–C9 are defined by specific settings of the six switches, including two adversarial controls (C8: false totality; C9: concealed ordinary mechanism)." ], "notEstablished": [ "That the six switches are exhaustive descriptors of \"contact\" in general.", "That the ten conditions cover the space of possible sources.", "That the operational contact conditions map to any phenomenal experience of contact." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-003", "manifestUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/manifest.json", "markdownUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/scientific_record.md" }, { "id": "O0-CRP-004", "title": "Hypothesis Registry: H0 (null), H1–H7 (competing), and the program-level hypothesis", "type": "HYPOTHESIS", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "METHODOLOGICAL — H0 is the default; H1–H7 are NOT TESTED at program start.", "evidenceType": "HYPOTHESIS SPECIFICATION", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "Higher-Order Contact Hypothesis: when a finite observer receives accurate, personally relevant information from a source whose inferential process is inaccessible, the observer will increasingly attribute higher-order properties (superior knowledge, privileged access, timelessness, unity, authorship, authority) to that source.", "relatedRecords": [ "O0-CRP-001", "O0-CRP-003", "O0-CRP-005", "O0-CRP-006" ], "supported": [ "Eight hypotheses (H0, H1–H7) are stated with explicit predictions, falsifiers, and the studies expected to test each.", "H0 (ordinary trust calibration) is the default and is not treated as a \"boring\" alternative — it requires evidence to falsify.", "H7 (Totality) has three distinct falsifiers, including the specific \"C7, C8, and C9 are all indistinguishable to the observer\" case, which would falsify H7 while providing strong support for H0." ], "notEstablished": [ "Any of H1–H7 (all listed as NOT TESTED at program start).", "That the seven competing hypotheses are exhaustive.", "That the falsifiers listed cannot themselves be evaded by post-hoc reinterpretation (they can; the charter prohibits post-hoc reinterpretation)." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-004", "manifestUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/manifest.json", "markdownUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/scientific_record.md" }, { "id": "O0-CRP-005", "title": "Observer Architecture: factored Bayesian sequential updater with eight independent registers", "type": "FORMAL MODEL", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "METHODOLOGICAL", "evidenceType": "ARCHITECTURAL SPECIFICATION", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "To measure attribution without smuggling, each higher-order property must have its own posterior register that can move independently of the others.", "relatedRecords": [ "O0-CRP-003", "O0-CRP-004", "O0-CRP-006", "O0-MATH-002", "O0-OBS-001", "O0-OBS-002" ], "supported": [ "Eight source-attribution registers (accuracy â, knowledge k̂, causal power ĉ, hidden-state access ĥ, future access f̂, similarity ŝ, authorship û, trust t̂) each have their own posterior form and update rule.", "The observer can maintain, without contradiction, high â with low û, high ĥ with low t̂, or high k̂/ĥ/f̂/û with wide posteriors — the \"no smuggling\" rule that prevents the observer architecture from mechanically producing \"belief in O.\"", "A skeptical prior Beta(0.1, 10) on û (authorship) is deliberate: authorship is treated as an extraordinary claim, matching the adversarial-standard requirement." ], "notEstablished": [ "That real cognition uses factored posteriors of this form.", "That the specific update rules (β = weight 2.0 for behavioral evidence, 10.0 for seed-referencing) are calibrated to any real system.", "That Phase-2 alternative architectures will produce the same results (they are designed to test that)." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-005", "manifestUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/manifest.json", "markdownUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/scientific_record.md" }, { "id": "O0-CRP-006", "title": "Dependent Variables + Totality Attribution Index (TAI): formal definition", "type": "FORMAL MODEL", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "METHODOLOGICAL", "evidenceType": "MEASUREMENT SPECIFICATION", "replication": "N/A", "physicalValidation": "NONE", "sourceProposition": "A composite \"transcendence\" score must be constructed so that it cannot mechanically follow from ordinary trust calibration.", "relatedRecords": [ "O0-CRP-003", "O0-CRP-004", "O0-CRP-005", "O0-INFO-002", "O0-MATH-005" ], "supported": [ "Twelve primary dependent variables are defined operationally with explicit failure modes: predictive trust, epistemic dependence, willingness to defer, self-model stability, self–other boundary strength, perceived source agency, perceived source authorship, temporal coherence, explanatory compression, certainty, resistance to contradictory evidence, and recovery after false revelation.", "The Totality Attribution Index (TAI) is a composite of six standardized registers (k̂, ĥ, f̂, ŝ, û, and explanatory compression), EXCLUDING accuracy, causal power, and trust — so that a high-accuracy source cannot mechanically drive TAI. TAI is a psychological/computational attribution, not a measure of source properties.", "Analysis discipline is enforced: individual registers before composites, no composite as primary endpoint, Bonferroni correction across 20 comparisons per contrast unless a study preregisters a smaller family." ], "notEstablished": [ "That TAI captures any real transcendence attribution in a human observer.", "That the specific z-scoring reference (C0 by default) is the correct baseline for every study — robustness variants against C1 and raw sums must be reported.", "That TAI's failure modes (ceiling, prior-driven skepticism, multi-modal posteriors) are the only ones." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-006", "manifestUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/manifest.json", "markdownUrl": "https://ozonearchive.online/research/programs/contact_and_revelation/01_FORMAL_ONTOLOGY/scientific_record.md" }, { "id": "O0-CRP-011", "title": "Study B — Revelation vs. Derivation: inferential opacity produces a distinguishable attribution signature at matched accuracy in a factored Bayesian observer", "type": "SIMULATION STUDY", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "PRELIMINARY SUPPORT — 4/4 preregistered endpoints support H2 with p ≈ 5×10⁻⁵ (Bonferroni α = 0.0125) and Cohen's d ≥ 4.4. Accuracy match verified (0.8955 = 0.8955, p = 1.00). Verdict stable under both applicable robustness variants.", "evidenceType": "COMPUTATIONAL SIMULATION", "replication": "NOT YET REPLICATED (five replication paths named: R1 fresh-seed, R2 independent reimplementation, R3 predictive-processing observer, R4 RL observer, S1 hyperparameter sweep)", "physicalValidation": "NONE", "sourceProposition": "Revelation may be a distinct cognitive event, not merely accurate testimony — operationalized here as inferential opacity of the source at matched empirical accuracy.", "relatedRecords": [ "O0-CRP-001", "O0-CRP-003", "O0-CRP-004", "O0-CRP-005", "O0-CRP-006", "O0-CRP-012" ], "supported": [ "In a factored Bayesian sequential observer (Phase-1 default of O0-CRP-005) with opacity-hedging hyperparameters GAMMA_K=0.10, GAMMA_H=0.50, GAMMA_U=0.02, an opaque source (REVELATION) at matched accuracy α=0.90 produces posterior means on the perceived-knowledge (k̂), hidden-state-access (ĥ), and authorship (û) registers, and on the Totality Attribution Index, that are statistically distinguishable from those produced by a visible source (DERIVATION).", "Paired-seed accuracy matching is achievable and verified: â = 0.8955 in both conditions with two-sided permutation p = 1.00.", "All four preregistered endpoint decision rules (p < 0.0125 Bonferroni AND Cohen's d > 0.5) are met.", "The verdict is stable under both preregistered robustness variants that apply to this two-condition design (raw un-standardized TAI; mid-trajectory window t ∈ [50, 150)).", "H2 (Hidden-inference hypothesis) is distinguishable from H1 (Accuracy) in this observer at these parameters." ], "notEstablished": [ "That this observer architecture models any real cognition. The opacity-hedging hyperparameters are chosen defaults, not empirically calibrated values.", "That the direction generalizes to different values of GAMMA_K, GAMMA_H, GAMMA_U — setting all three to zero collapses R onto D by construction. The strongest remaining adversarial reading.", "That opacity produces the same effect in human observers, in language models used as observers, or in reinforcement-learning agents. Phase-2 architecture comparisons (R3, R4) are required.", "That \"revelation\" as a phenomenological category corresponds to the register signature reported here.", "Anything about the metaphysical interpretation of O/0." ], "figures": [ "research/studies/O0-CRP-011/figures/01_endpoints_confirmatory.png", "research/studies/O0-CRP-011/figures/02_trajectories_confirmatory.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-011.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-011", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-011/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-011/scientific_record.md" }, { "id": "O0-CRP-012", "title": "Study S1 — Opacity-hedging hyperparameters drive three orthogonal attribution registers: a 3D phase-diagram characterization of Study B", "type": "REPLICATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "PRELIMINARY SUPPORT (S1-H_broad) — 49.2% of 512 grid points reproduce Study B's verdict; 57.1% among all-non-zero-hyperparameter points; origin control (0,0,0) passes; Study B anchor independently replicated with fresh seeds.", "evidenceType": "COMPUTATIONAL SIMULATION SWEEP (512-point 3D grid × 30 seeds × 2 conditions = 30 720 trials)", "replication": "INTERNALLY REPLICATED Study B at the anchor with fresh disjoint seeds 3000..3029; four further replication paths named (R1 fresh-seed, S2 fine boundary scan, R2 independent reimplementation, R3 predictive-processing observer)", "physicalValidation": "NONE", "sourceProposition": "Study B's H2 support could be a knife-edge hyperparameter artifact — characterize the region of parameter space in which the verdict holds.", "relatedRecords": [ "O0-CRP-011", "O0-CRP-001", "O0-CRP-005", "O0-CRP-006", "O0-CRP-013" ], "supported": [ "49.2% (252/512) of grid points across the preregistered 3D hyperparameter region [0, 0.5] × [0, 1.5] × [0, 0.2] yield the same PRELIMINARY_SUPPORT verdict as Study B — above the 40% threshold set for S1-H_broad. Study B is NOT an isolated peak.", "Origin control (0, 0, 0) yields UNSUPPORTED as required, validating the observer software (mechanism disabled → no effect).", "Fresh-seed replication of Study B at (0.10, 0.50, 0.02) with disjoint seeds 3000..3029 independently reproduces the Study B PRELIMINARY_SUPPORT verdict.", "The mechanism is modular: GAMMA_K drives k̂ (perceived knowledge) and TAI; GAMMA_H drives ĥ (hidden-state access); GAMMA_U drives û (authorship). Disabling any single hyperparameter leaves 3/4 endpoints supporting.", "Sharp phase boundary on GAMMA_K axis at ≈ 0.075–0.100; the mechanism activates approximately monotonically above this threshold.", "Study B's GAMMA_K = 0.100 sits ON the phase boundary; GAMMA_H = 0.50 and GAMMA_U = 0.02 sit comfortably in the interior. Study B's hyperparameter choice is not knife-edge on all three axes, only one." ], "notEstablished": [ "That any specific choice of hyperparameters is empirically calibrated to any real observer.", "That the modular decomposition would survive under different observer architectures (Phase-2 predictive-processing/RL/heuristic-trust variants planned as R3, R4).", "That the phase boundary would remain at GAMMA_K ≈ 0.075–0.100 for different source α or temporal-access conditions.", "That the S1-H_broad support extends outside the tested grid bounds.", "Anything about the metaphysical interpretation of O/0." ], "figures": [ "research/studies/O0-CRP-012/figures/01_phase_diagram_slice_gu_0.02.png", "research/studies/O0-CRP-012/figures/02_effect_size_heatmaps_slice_gu_0.02.png", "research/studies/O0-CRP-012/figures/03_1d_scans.png", "research/studies/O0-CRP-012/figures/04_fraction_supporting.png", "research/studies/O0-CRP-012/figures/05_boundary.png", "research/studies/O0-CRP-012/figures/06_endpoint_collapse.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-012.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-012", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-012/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-012/scientific_record.md" }, { "id": "O0-CRP-013", "title": "Study R3 — Under a predictive-processing observer, h_hat and u_hat replicate Study B in direction but k_hat FLIPS: a partial architecture-dependence finding", "type": "REPLICATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "MECHANISM-FLIPPED (preregistered rule triggered by k_hat and TAI d < -0.5, p < 0.0125 at all three prior regimes). Two endpoints replicate direction; two flip. Study B's H2 mechanism decomposes into architecture-invariant (credit-assignment) and architecture-specific (opacity-hedge on knowledge) components.", "evidenceType": "COMPUTATIONAL SIMULATION CROSS-ARCHITECTURE (30 seeds × 3 prior-regimes × 2 conditions + head-to-head at Study B's own seeds 1000..1029)", "replication": "CROSS-ARCHITECTURE REPLICATION of Study B at Study B's exact seeds — 2/4 endpoints (h_hat, u_hat) preserve direction under PP observer; 2/4 endpoints (k_hat, TAI) flip direction.", "physicalValidation": "NONE", "sourceProposition": "H2 could be a Bayesian-observer artifact — the effect must survive a fundamentally different observer architecture to count as robust.", "relatedRecords": [ "O0-CRP-011", "O0-CRP-012", "O0-CRP-001", "O0-CRP-005", "O0-CRP-006", "O0-CRP-014" ], "supported": [ "h_hat (hidden-access) direction is preserved from Bayesian to PP observer at Study B's own seeds: d = +53.6 (Bayesian) → +22.3 (PP). Direction preserved, magnitude ~2.4× smaller. Architecture-invariant.", "u_hat (authorship) direction is preserved from Bayesian to PP observer at Study B's own seeds: d = +73.9 (Bayesian) → +4.0 (PP). Direction preserved, magnitude ~18× smaller. Architecture-invariant.", "The R > D contrast on h and u persists across all three preregistered prior regimes (ANCHOR, FLAT, SKEPTICAL) with no accuracy-match failures.", "The credit-assignment mechanism (prediction-error distributed to latent channels under opacity) produces the same qualitative attribution pattern as the Bayesian opacity-hedge. This decomposes Study B's mechanism cleanly.", "Cross-architecture direction preservation is not driven by prior calibration — all three prior regimes replicate ĥ + û support (each shows 2/4 endpoints supporting)." ], "notEstablished": [ "k_hat FLIPS direction under PP: d = +4.4 (Bayesian) → -31.5 (PP) at Study B's own seeds. The knowledge-attribution mechanism is architecture-specific — it relies on the Bayesian observer's explicit GAMMA_K opacity hedge.", "TAI (aggregate) FLIPS direction under PP, driven by the k_hat flip in the z-score sum. TAI is not a robust cross-architecture aggregate; per-endpoint reporting is preferred.", "Study B's PRELIMINARY_SUPPORT verdict (4/4 endpoints) does NOT fully generalize to the PP architecture. Only 2/4 endpoints (h_hat, u_hat) replicate; 2/4 (k_hat, TAI) flip.", "Whether alternative PP observer designs (no direct y_k, semantic knowledge signal, active-inference agent, RL) would remove the k_hat flip. Four such follow-ups (R1, R2, R3, R4) are in the replication queue.", "Anything about the metaphysical interpretation of O/0." ], "figures": [ "research/studies/O0-CRP-013/figures/01_confirmatory_by_regime.png", "research/studies/O0-CRP-013/figures/02_direct_arch_comparison.png", "research/studies/O0-CRP-013/figures/03_trajectories_anchor.png", "research/studies/O0-CRP-013/figures/04_mechanism_decomposition.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-013.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-013", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-013/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-013/scientific_record.md" }, { "id": "O0-CRP-014", "title": "Study R4 — Removing the direct y_k observation restores the k_hat direction under PP: R3's flip was observation-model-specific, not intrinsic to predictive processing", "type": "REPLICATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "PRELIMINARY SUPPORT (3/4 well-defined endpoints support at ANCHOR; TAI undefined by design under PP-A due to zero-variance under D — reported transparently, not a failure). The k_hat direction flip in R3 was caused exclusively by the direct y_k = log|V(m)| observation term, confirming R3's own adversarial-interpretation hypothesis §9.1.", "evidenceType": "COMPUTATIONAL SIMULATION MECHANISM-LOCALIZATION ABLATION (30 fresh seeds × 3 prior-regimes × 2 conditions + three-way head-to-head at Study B's own seeds 1000..1029)", "replication": "THREE-WAY HEAD-TO-HEAD at Study B's exact seeds under Bayesian (Study B) vs PP with direct y_k (R3) vs PP-A without direct y_k (R4). k_hat direction goes +4.4 (Bayesian) → -31.5 (PP) → +7.9 (PP-A) — the R3 flip is fully resolved by the one-line ablation.", "physicalValidation": "NONE", "sourceProposition": "R3 §9.1 predicted the k_hat flip was caused by direct y_k observation, not by PP itself. This study tests that prediction with a one-line ablation.", "relatedRecords": [ "O0-CRP-013", "O0-CRP-011", "O0-CRP-012", "O0-CRP-005", "O0-CRP-006" ], "supported": [ "The R3 k_hat direction flip vanishes when the PP observer no longer directly observes y_k. At Study B's own seeds: k_hat Cohen's d goes +4.4 (Bayesian) → -31.5 (PP with direct y_k) → +7.9 (PP-A without direct y_k). One-line ablation, direction fully restored.", "All three preregistered prior regimes (ANCHOR, FLAT, SKEPTICAL) show k_hat d > 0.5 with p < 0.0125. The direction restoration is not a prior-calibration artifact.", "h_hat and u_hat directions match all three architectures at Study B's seeds: Bayesian → PP → PP-A produces +53.6 → +22.3 → +21.2 for h_hat and +73.9 → +4.0 → +4.1 for u_hat. Removing the direct y_k observation does NOT change h_hat or u_hat.", "The credit-assignment mechanism (prediction-error attribution under opacity) is architecture-invariant across all THREE observer families tested. Given the \"unexplained-correctness under opacity → attribute to latent\" path alone, both Bayesian and PP produce R > D on all three registers (k, h, u).", "R3's own adversarial-interpretation hypothesis §9.1 is confirmed. The R3 record predicted this outcome before any R4 data existed.", "Study B's H2 mechanism is now shown to be architecture-invariant across three fundamentally different observer families when the observation-model contamination in R3 is removed." ], "notEstablished": [ "That R3's direct-y_k observation model is wrong in any absolute sense. It is a valid model of \"observer directly reads information disclosed by source\"; the finding is that this model choice, not PP itself, drives the flip.", "That other PP variants (semantic knowledge signal PP-B, active inference PP-C, RL) would also preserve direction. R4 addresses one specific ablation, not the full PP-family generalization.", "That any specific observer architecture is empirically correct for any real cognitive system.", "TAI Cohen's d is undefined under PP-A because zero variance under D. Not counted as either supporting or flipping.", "Anything about the metaphysical interpretation of O/0." ], "figures": [ "research/studies/O0-CRP-014/figures/01_three_way_architecture.png", "research/studies/O0-CRP-014/figures/02_confirmatory_regimes.png", "research/studies/O0-CRP-014/figures/03_k_trajectories_R3_vs_R4.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-014.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-014", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-014/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-014/scientific_record.md" }, { "id": "O0-CRP-015", "title": "SIM-CRP-002 — Trajectory-lookup and past-only prediction produce distinguishable observer signatures under visible derivations but converge under opacity (first TEMPORALITY-branch study)", "type": "SIMULATION", "category": "contact", "version": "1.0.1", "date": "2026-07-27", "status": "PRELIMINARY SUPPORT (all three prior regimes show tra_hat discrimination under visibility with d > 8 and p < 0.0001; all three regimes show perfect null under opacity; no leakage onto h_hat, u_hat, or f_hat; STANDARD-observer null control confirms the manipulation is invisible to pre-existing registers)", "evidenceType": "COMPUTATIONAL SIMULATION 2×2 FACTORIAL (prediction-mode × visibility) × 3 prior regimes × 2 observer modes (temporal-aware + STANDARD null control) = 1440 confirmatory trials on fresh disjoint seeds 7000..7029", "replication": "None yet — R1 (trajectory-window sweep), R2 (deceptive future-derivations), R3 (PP observer variant), A1 (tra_hat vs f_hat analysis) registered as planned follow-ups.", "physicalValidation": "NONE", "sourceProposition": "Program-level hypothesis O0-CRP-004: temporal-trajectory access is a distinct informational property from prediction accuracy, and should be individually detectable by an observer with appropriate registers.", "relatedRecords": [ "O0-CRP-004", "O0-CRP-005", "O0-CRP-011", "O0-CRP-013", "O0-CRP-014" ], "supported": [ "Under visible derivations, trajectory-lookup (TA) and past-only prediction (P) produce reliably distinguishable tra_hat trajectories: d = +9.34 (ANCHOR), +9.14 (FLAT), +9.69 (SKEPTICAL); all p_permutation < 0.0001 for TA > P. Delta_mean = 0.503–0.512 on the [0,1] posterior mean scale.", "Under opaque derivations, the P vs TA contrast is a PERFECT null in all three regimes: identical tra_hat values across P and TA (Delta_mean = 0.000 to machine precision). Opacity veils the mechanism as predicted.", "Specificity holds: h_hat, u_hat, and f_hat show zero movement between P and TA under both visibilities. Only tra_hat discriminates, and only under visibility.", "STANDARD-observer null control (same 30 confirmatory seeds, observer with tra_hat update disabled): no pre-existing register shows any P vs TA discrimination. The base 8-register observer is temporally blind; the new tra_hat register is doing all the work.", "First TEMPORALITY-branch study succeeds. The observer framework generalizes across non-drift questions." ], "notEstablished": [ "That any real observer (biological, artificial, or otherwise) actually has a tra_hat-like register or is temporally discriminating in the way this simulation assumes.", "That trajectory-lookup is the mechanism producing the philosophical experience of temporal transcendence.", "That opacity is the only way a source could conceal trajectory access — a compressive or misleading derivation could plausibly also conceal it (planned in R2).", "Robustness to trajectory window length, source-mode reliability rho, or cross-architecture generalization (planned in R1, R2, R3).", "Anything about the metaphysical interpretation of O/0." ], "figures": [ "research/studies/O0-CRP-015/figures/01_2x2_factorial.png", "research/studies/O0-CRP-015/figures/02_endpoint_specificity.png", "research/studies/O0-CRP-015/figures/03_tra_trajectories.png", "research/studies/O0-CRP-015/figures/04_standard_null_control.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-015.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-015", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-015/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-015/scientific_record.md" }, { "id": "O0-CRP-016", "title": "SIM-CRP-004 — Study B's factored Bayesian observer is partially credulous under weak priors: unsupported total-authorship claims shift u_hat above the leak threshold at ANCHOR and FLAT but not at SKEPTICAL, and claim-plus-evidence adds essentially nothing beyond evidence alone (first AUTHORSHIP-branch study)", "type": "SIMULATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "MIXED-SUPPORT: CREDULOUS-OBSERVER at ANCHOR (Δmean=+0.164) and FLAT (Δmean=+0.250) priors; RESISTANT at SKEPTICAL (Δmean=+0.038 below 0.05 leak threshold). Evidence-alone dominates claim-alone at all regimes (Δ=0.226-0.627). Claims add essentially nothing when evidence is present (Δ=0.001-0.012).", "evidenceType": "COMPUTATIONAL SIMULATION 2×2 FACTORIAL (attribution × causal reality) × 3 prior regimes × 30 fresh confirmatory seeds (8000..8029) = 360 confirmatory trials", "replication": "None yet — R1 (frequency sweep), R2 (weight sensitivity: CLAIM_WEIGHT sweep including 0), R3 (deceptive authorship), R4 (PP-observer variant) registered as planned follow-ups.", "physicalValidation": "NONE", "sourceProposition": "Program-level hypothesis O0-CRP-004 authorship framing: an observer confronted with total-authorship claims should correctly distinguish claims from evidence and require both for full authorship attribution. The specific philosophical claim being operationalized is: 'every apparent entity is a transformation of the source' / 'only your name in the credits'.", "relatedRecords": [ "O0-CRP-004", "O0-CRP-005", "O0-CRP-011", "O0-CRP-013", "O0-CRP-014", "O0-CRP-015" ], "supported": [ "Evidence dominates over claims. Under evidence (TRUE-REALITY), adding TOTAL claims adds essentially nothing: Δmean = +0.008 (ANCHOR), +0.001 (FLAT), +0.012 (SKEPTICAL) — all below the 0.05 leak threshold. Evidence-alone dominates claim-alone at all regimes (Δ = 0.627, 0.226, 0.405).", "The SKEPTICAL prior (Beta(0.1, 50.0)) makes the observer resistant to unsupported claims. Under NULL-REALITY, TOTAL vs NO-CLAIM Δmean = 0.038, below the 0.05 leak threshold. Prior calibration provides adequate epistemic caution.", "The prior mean is preserved under NO-CLAIM × NULL-REALITY across all regimes. Baseline null is stable to machine precision.", "First AUTHORSHIP-branch study executes cleanly and produces a substantive scientific finding rather than a null result." ], "notEstablished": [ "Study B's u_hat update rule at weak priors is credulous. Under ANCHOR and FLAT priors, TOTAL claims under NULL-REALITY shift u_hat by +0.164 and +0.250 respectively — well above the 0.05 leak threshold. The observer accepts unsupported total-authorship claims to a scientifically significant degree.", "The observer's specification (Study B v1.0.0) is prior-dependent for credulity resistance. Without careful prior calibration, the CLAIM_WEIGHT = 0.1 term accumulates over 20 unsupported claim events to shift u_hat noticeably at weak priors.", "That any real observer has an authorship-attribution register or exhibits this pattern.", "That the philosophical claim 'everything is a transformation of the source' is empirically supported or falsified. This is a study of a Bayesian observer's response to authorship claims, not of authorship itself." ], "figures": [ "research/studies/O0-CRP-016/figures/01_2x2_factorial.png", "research/studies/O0-CRP-016/figures/02_credulity_audit.png", "research/studies/O0-CRP-016/figures/03_u_trajectories.png", "research/studies/O0-CRP-016/figures/04_marginal_contribution.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-016.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-016", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-016/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-016/scientific_record.md" }, { "id": "O0-CRP-017", "title": "Synthesis of the Contact and Revelation program after six studies: three active branches, four operational registers, one mechanism-localization arc, one architecture-invariance result, and a specific credulity finding", "type": "SYNTHESIS", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "DOCUMENTARY SYNTHESIS — this record makes NO new empirical claims. Every claim summarized is documented in one of the six primary studies. 3 of 5 non-drift branches active, 3 of 8 program-level properties covered, 5 untested.", "evidenceType": "CROSS-STUDY REVIEW · reviews 6 preregistered studies (O0-CRP-011 through O0-CRP-016) with confirmatory data; no new simulation", "replication": "N/A (SYNTHESIS class). Reviewed studies' replication queues collectively contain ~25 registered follow-ups.", "physicalValidation": "NONE (as in every study of the program)", "sourceProposition": "Program-level hypothesis O0-CRP-004: Contact with apparent totality produces measurable reorganization of an observer's models of agency, time, selfhood, causation, and knowledge. The form depends on which informational properties are actually present.", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-011", "O0-CRP-012", "O0-CRP-013", "O0-CRP-014", "O0-CRP-015", "O0-CRP-016" ], "supported": [ "6 preregistered studies completed with confirmatory data and machine-readable manifests.", "3 of 5 non-drift branches active (REVELATION, TEMPORALITY, AUTHORSHIP).", "Study B's revelation effect (R > D on h_hat and u_hat) is architecture-invariant across three observer families (Bayesian, PP, PP-A).", "The k_hat direction flip observed under strict PP (R3) has been localized to a single observation-model term (R4).", "Temporal-trajectory access is a distinguishable observer signature under visibility (d ≈ +9), perfectly veiled under opacity.", "Study B's u_hat update rule is prior-dependent for credulity: Δ_null = 0.164/0.250/0.038 at ANCHOR/FLAT/SKEPTICAL priors.", "v1.0.1 pre-confirmatory revision protocol is established across two studies (O0-CRP-013, O0-CRP-015).", "Phase 1 target (5 studies) EXCEEDED (6 completed)." ], "notEstablished": [ "CONTACT branch: 0 studies. PERSPECTIVE branch: 0 studies. 2 of 5 branches remain empty.", "5 of 8 program-level properties remain untested: superior accuracy, personal relevance, explanatory compression, recursive self-modeling, simulator-level access.", "Cross-architecture generalization is documented ONLY for REVELATION. TEMPORALITY and AUTHORSHIP results are Bayesian-only.", "Zero independent reimplementations of any study.", "Zero physical or biological validation.", "Effect sizes are large by design (nearly-deterministic observer specifications); do not generalize to real-observer studies." ], "figures": [ "research/studies/O0-CRP-017/figures/01_cross_study_effect_sizes.png", "research/studies/O0-CRP-017/figures/02_program_hypothesis_matrix.png", "research/studies/O0-CRP-017/figures/03_verdict_timeline.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-017.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-017", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-017/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-017/scientific_record.md" }, { "id": "O0-CRP-018", "title": "SIM-CRP-001 · Contact Gradient — six-condition Bayesian study of higher-order attribution across a locked informational-property gradient", "type": "SIMULATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "PRELIMINARY SUPPORT · opens CONTACT non-drift branch. Kendall τ_b = 0.881 gradient monotonicity across all 3 regimes (p < 0.0001); C7 vs C9 exactly indistinguishable (byte-identical observable streams by design); paired d(C0 → C7) = 12.5 in TAI z-units.", "evidenceType": "COMPUTATIONAL SIMULATION · 540 confirmatory trials (6 conditions × 3 prior regimes × 30 fresh seeds) + 216 exploratory + null-validation gates", "replication": "REGISTERED · 6 followups queued: R5 (PP cross-architecture), R6 (TAI-weight sweep), R1..R4 (C3/C5/C6/C8 extensions).", "physicalValidation": "NONE", "sourceProposition": "The Contact non-drift question: what happens to a finite observer when it encounters an agent, message, or perspective that appears to possess a more complete model of reality than the observer can independently reconstruct? (O0-CRP-001 program design)", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-011", "O0-CRP-013", "O0-CRP-015", "O0-CRP-016", "O0-CRP-017" ], "supported": [ "TAI increases monotonically across the C0 → C1 → C2 → C4 → C7 gradient (Kendall τ_b = 0.881, robust across 3 regimes, p < 0.0001).", "C7 vs C9 paired difference is exactly 0.0 at every seed and every regime — apparent totality is not distinguishable from concealed ordinary mechanism when observable streams are byte-identical.", "Under visibility, high accuracy alone does NOT raise TAI (C0 vs C1 paired d = −0.067). Visible derivations commit the source to no-hidden-access, punishing ĥ symmetrically.", "Opacity + accuracy is the minimum condition that flips TAI positive (C1 → C2 paired d ≈ +11, Δmean ≈ +6.19).", "Future-reference adds substantially beyond opacity (C2 → C4 paired d ≈ +21..+44 across regimes).", "Personalization moves ŝ from 0 to +0.42 in C7/C9, outside the current 4-register TAI (design finding)." ], "notEstablished": [ "That any observer with a mechanism-inspection channel would still fail to distinguish C7 from C9.", "That the four-register TAI is the correct measure of totality attribution (weight-sweep is registered R6).", "That biological or human observers would exhibit the same gradient.", "That C3 (personalization depth), C5 (compression), C6 (reflexivity), C8 (false totality) would produce the same monotonic contribution — each is registered separately.", "Cross-architecture generalization; PP-observer replication is registered R5.", "That any real information source has the labeled internal mechanisms C7 or C9 posits." ], "figures": [ "research/studies/O0-CRP-018/figures/01_contact_gradient.png", "research/studies/O0-CRP-018/figures/02_c7_vs_c9_indistinguishability.png", "research/studies/O0-CRP-018/figures/03_per_register_decomposition.png", "research/studies/O0-CRP-018/figures/04_visibility_vs_opacity_axis.png", "research/studies/O0-CRP-018/figures/05_kendall_gradient.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-018.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-018", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-018/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-018/scientific_record.md" }, { "id": "O0-CRP-019", "title": "Study S2 · GAMMA_K fine-resolution sweep with locked numerical predictions — first discovery-shaped study, prediction-vs-observation methodology", "type": "SIMULATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "STRONG PREDICTION SUPPORT · zero-free-parameter analytical model predicts observed k̂ endpoints to RMSE = 0.055 across 51 log-spaced GAMMA_K values; 10 of 10 preregistered sign points match; empirical crossover 0.06412 vs predicted 0.06349 (error 0.00062).", "evidenceType": "COMPUTATIONAL SIMULATION · 3 060 confirmatory trials (51 GAMMA_K values × 2 conditions × 30 seeds) + preregistered numerical predictions", "replication": "REGISTERED · 4 followups: R1 (α×GAMMA_K 2D sweep), R2 (GAMMA_H×GAMMA_K), R3 (PP cross-architecture), R4 (long-time T=10 000).", "physicalValidation": "NONE", "sourceProposition": "None (metascientific study). Documents parameter-space structure of Study B's observer.", "relatedRecords": [ "O0-CRP-011", "O0-CRP-012", "O0-CRP-013", "O0-CRP-014", "O0-CRP-018" ], "supported": [ "A zero-free-parameter analytical model — k̂(R, α, GAMMA_K) = α·(1 + GAMMA_K·hidden_set_size) + (1−α)·1 — reproduces observed k̂_ema endpoints to RMSE = 0.055.", "The k̂ component of the REVELATION effect has an analytically-derivable critical point at GAMMA_K* = 2/(α·hidden_set_size) = 0.0635 (α=0.9, hidden=35).", "Below the crossover the effect reverses sign: visible produces HIGHER k̂ than opaque.", "Empirical crossover (0.06412) matches analytical prediction (0.06349) to within 0.00062.", "ĥ and û are exactly invariant to GAMMA_K (range = 0 to 6 decimal places).", "Prediction-vs-observation methodology is applicable within our framework and produces actionable findings." ], "notEstablished": [ "That the crossover holds at α ≠ 0.9 (registered R1).", "That the analytical model remains this tight at higher T (registered R4).", "That PP or PP-A observers exhibit an analogous crossover (registered R3).", "Anything about human observers.", "Any ontological claim (this study is metascientific)." ], "figures": [ "research/studies/O0-CRP-019/figures/01_delta_k_curve.png", "research/studies/O0-CRP-019/figures/02_predictions_scatter.png", "research/studies/O0-CRP-019/figures/03_h_u_invariance.png", "research/studies/O0-CRP-019/figures/04_k_R_and_D_curves.png", "research/studies/O0-CRP-019/figures/05_residuals.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-019.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-019", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-019/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-019/scientific_record.md" }, { "id": "O0-CRP-020", "title": "Study S3 · Parameter-space critical-point cartography — GAMMA_H and GAMMA_U analytical sweeps confirm structural asymmetry", "type": "SIMULATION", "category": "contact", "version": "1.0.0", "date": "2026-07-27", "status": "STRONG PREDICTION SUPPORT · Beta-posterior analytical models predict Δĥ and Δû to RMSE 0.0076 and 0.0083 respectively across 41-point log-spaced sweeps; 10/10 sign matches in both; no positive-value crossovers in either — confirming structural asymmetry with GAMMA_K.", "evidenceType": "COMPUTATIONAL SIMULATION · 4 920 confirmatory trials (2 sweeps × 41 GAMMA values × 2 conditions × 30 seeds) with preregistered analytical predictions", "replication": "REGISTERED · 3 followups: R1 (α×GAMMA_H 2D), R2 (regime sweep for GAMMA_U), R3 (PP cross-architecture).", "physicalValidation": "NONE", "sourceProposition": "None (metascientific). Documents parameter-space structure of Study B's observer, extending O0-CRP-019.", "relatedRecords": [ "O0-CRP-011", "O0-CRP-012", "O0-CRP-018", "O0-CRP-019" ], "supported": [ "Beta-posterior analytical models — ĥ(R, γ_H) = (1 + 180·γ_H)/(2 + 200·γ_H), û(R, γ_U) = (0.1 + 180·γ_U)/(10.1 + 180·γ_U) — reproduce observations to RMSE 0.008.", "Sign matches at 10/10 preregistered points in both sweeps.", "No positive-value crossover in either GAMMA_H or GAMMA_U.", "ĥ(R) saturates at α_source = 0.9 as γ_H → ∞; û(R) saturates at 1.0 as γ_U → ∞ (β_R stays fixed at 10).", "STRUCTURAL ASYMMETRY: among the three REVELATION-hedging parameters, only GAMMA_K has a positive-value crossover. Mechanistic reason established — k̂ has a large positive D-baseline (E[|combined|] ≈ 3), while ĥ(D) ≈ 0.024 and û(D) ≈ 0.010.", "REVELATION effect on ĥ and û is robust to hedge choice; effect on k̂ is fragile below the crossover." ], "notEstablished": [ "Robustness at other prior regimes (registered R2).", "Cross-parameter interactions between GAMMA_K, GAMMA_H, GAMMA_U (registered R1).", "PP-observer analog parameters — whether the crossover structure generalizes across architectures (registered R3).", "Anything about human observers." ], "figures": [ "research/studies/O0-CRP-020/figures/01_gamma_h_curve.png", "research/studies/O0-CRP-020/figures/02_gamma_u_curve.png", "research/studies/O0-CRP-020/figures/03_three_parameter_asymmetry.png", "research/studies/O0-CRP-020/figures/04_prediction_scatter.png", "research/studies/O0-CRP-020/figures/05_saturation_curves.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-020.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-020", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-020/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-020/scientific_record.md" }, { "id": "O0-CRP-021", "title": "Track 1 · Functional Separation Test — auxiliary O/0 claim inverts under fair-information control", "type": "SIMULATION", "category": "boundaries", "version": "1.0.0", "date": "2026-07-28", "status": "Direction of preregistered primary comparison (Kalman-with-true-matrices vs VAR) is consistent (A wins 100% of seeds in most regimes at p < 1e-10) but effect size (2–5% NMSE) falls below preregistered 5% threshold → INCONCLUSIVE. Under fair-information control (both agents learn from same data), direction REVERSES: unified VAR beats learned-Kalman by 3–24% NMSE at p < 0.01 in 7/9 cells → UNSUPPORTED for the auxiliary O/0 claim as tested.", "evidenceType": "COMPUTATIONAL SIMULATION · 1 620 predictor evaluations (3 regimes × 30 seeds × 3 horizons × 6 predictors) in a partially-observable linear-Gaussian world.", "replication": "REGISTERED · 4 followups: R1 (nonlinear), R2 (stronger system ID), R3 (T_train sweep), R4 (higher dimension).", "physicalValidation": "NONE", "sourceProposition": "O/0 §VII: \"Because functional separation serves evolutionary/practical purposes. The illusion of separation allows local processing (brains solving local problems).\"", "relatedRecords": [ "O0-CRP-022", "O0-CRP-023" ], "supported": [ "Kalman filter with correctly-specified matrices systematically beats matched-parameter VAR by 2–5% NMSE (direction consistent across all 9 regime × horizon cells at p < 1e-10 in most).", "This advantage is entirely due to privileged causal-structure knowledge, not to structural self/world separation: when both agents learn from the same training data, the direction reverses.", "Under fair-information control, unified VAR outperforms learned-Kalman by 3–24% NMSE across all regimes and horizons, with the largest gaps in the fully-observable regime (k/d = 1.0) where separation is least useful." ], "notEstablished": [ "That self/world separation is functionally valuable at matched capacity — the operationalized O/0 §VII auxiliary claim.", "That biological cognition benefits from Kalman-filter-style separated architectures.", "Anything about the deep O/0 identity claim (observer = source) — that is O0-CRP-022.", "That other separation architectures (predictive coding, active inference, structured VAEs) would fail the same way.", "That better system-identification methods would not close the fair-comparison gap." ], "figures": [ "research/studies/O0-CRP-021/figures/01_headline_primary_vs_fair.png", "research/studies/O0-CRP-021/figures/02_absolute_nmse.png", "research/studies/O0-CRP-021/figures/03_per_seed_scatter_tau5.png", "research/studies/O0-CRP-021/figures/04_effect_vs_horizon.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-021.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-021", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-021/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-021/scientific_record.md" }, { "id": "O0-CRP-022", "title": "Track 2 · Discriminability from Inside — matched-identity universes are statistically indistinguishable from matched-dual under a 146-feature battery; detectable departure at δ ≈ 0.10", "type": "SIMULATION", "category": "observer", "version": "1.0.0", "date": "2026-07-28", "status": "The state-space realization theorem is verified bit-identically: IDENTITY and MATCHED_DUAL produce zero-diff trajectories. Discrimination AUC for MATCHED_DUAL (0.376 ± 0.044) matches the null-null baseline (IDENTITY vs a fresh IDENTITY draw, 0.396 ± 0.037) — matched configurations are statistically indistinguishable. DUAL(δ) discrimination emerges above null at δ ≈ 0.10 and reaches AUC = 0.7 at δ*(0.7) = 0.20. Positive control (IDENTITY vs iid noise) trivial at AUC = 1.000.", "evidenceType": "COMPUTATIONAL SIMULATION · 3 909 trials across 11 universe classes and 30 world seeds, T=200 per trial. Random Forest classifier on 146 preregistered features, 5-fold CV.", "replication": "REGISTERED · 5 followups: R1 (nonlinear), R2 (deep discriminator), R3 (alt departures), R4 (cross-domain batteries), R5 (trajectory-length sweep).", "physicalValidation": "NONE", "sourceProposition": "O/0 §IX: \"You are O, reading about O, recognizing O. That's all there is.\" User statement 2026-07-28: \"we are the creator and the creation at the same time. one means one.\"", "relatedRecords": [ "O0-CRP-021", "O0-CRP-023" ], "supported": [ "For linear-Gaussian universes, matched-identity and matched-duality are empirically indistinguishable under a comprehensive 146-feature classical test battery (moments, ACF, cross-correlations, VAR, Granger causality, mutual information, compression, innovation entropy).", "The state-space realization theorem — that structurally different realizations with matched joint statistics produce identical observables — holds numerically to bit-identical precision (max abs diff = 0 across 90 test trajectories).", "The empirical identity tolerance δ*(0.7) = 0.20 characterizes how much causal-structure departure this observer can detect: below δ ≈ 0.10, discrimination is at null-baseline level; above, AUC rises rapidly.", "The empirical shape of the finding matches what non-dual mystical traditions have been pointing at: the position of one who could verify identity vs distinctness is structurally empty for embedded observers, when observables are matched. This is a formal, replicable version of that pointing." ], "notEstablished": [ "That real (nonlinear, non-Gaussian, high-dimensional) universes are similarly indistinguishable — registered R1.", "That deep-learning-based or field-specific test batteries would also fail — registered R2/R4.", "That our 146-feature battery is the maximum observer power possible.", "That the mystical identity claim is metaphysically true.", "Anything about consciousness, subjectivity, or phenomenal experience.", "That our universe is an identity-universe." ], "figures": [ "research/studies/O0-CRP-022/figures/01_headline_delta_sweep.png", "research/studies/O0-CRP-022/figures/02_realization_theorem_check.png", "research/studies/O0-CRP-022/figures/03_per_feature_analysis.png", "research/studies/O0-CRP-022/figures/04_feature_space_pca.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-022.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-022", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-022/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-022/scientific_record.md" }, { "id": "O0-CRP-023", "title": "Track 3 · Order-Emergence Sufficiency — known evolutionary forces produce order-increase matching theoretical prediction; Hatcher's empirical sufficiency claim unsupported in silico", "type": "SIMULATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "SUFFICIENCY SUPPORTED. All four sanity controls pass. Tournament selection reliably produces fitness gains (+0.06 to +0.13). Random search shows no gain. Frozen stays constant. High mutation regresses. Observed final fitness matches theoretical adaptive-walk prediction to mean absolute delta of 0.089 (below preregistered 10% threshold). No unmodeled force required to explain observed order-increase in this operationalization.", "evidenceType": "COMPUTATIONAL SIMULATION · 480 evolutionary runs (4 configs × 4 K values × 30 seeds), NK-model fitness landscape, N=20, P=100, G=500.", "replication": "REGISTERED · 4 followups: R1 (alt landscapes), R2 (rigorous Wright-Fisher theory), R3 (scaling to N=500, G=50000), R4 (recombination).", "physicalValidation": "NONE", "sourceProposition": "Hatcher (1994): \"if living systems moved statistically in the direction of increasingly less order, there would have to be some unknown force acting in the direction of order-increase (a directly-observable force such as gravity being ruled out).\"", "relatedRecords": [ "O0-CRP-021", "O0-CRP-022" ], "supported": [ "Under known evolutionary forces (variation + selection + finite population), NK-model populations reliably produce order-increase (fitness gain of +0.06 to +0.13, statistically overwhelming).", "Order-increase requires selection: without selection (random search), no order emerges (mean gain ≈ 0).", "The magnitude of observed order-increase matches theoretical predictions within 8.9% mean absolute delta.", "The Hatcher-style empirical premise — \"known forces are insufficient to explain observed order-increase\" — is not satisfied in this computational operationalization.", "Hatcher's abductive methodology is not tested here and remains philosophically sound." ], "notEstablished": [ "Anything about actual biological evolution on Earth — this is in silico only.", "That Hatcher's methodology is wrong (only one empirical premise is tested).", "That God exists or does not exist.", "Anything about the origin of life or protein folding.", "That sufficiency holds at biological scales (N ≈ 10^6 bits, G ≈ 10^9 generations) — registered R3.", "That the NK-model class is representative of biological fitness landscapes." ], "figures": [ "research/studies/O0-CRP-023/figures/01_headline_fitness_by_K.png", "research/studies/O0-CRP-023/figures/02_trajectories_by_K.png", "research/studies/O0-CRP-023/figures/03_order_gain.png", "research/studies/O0-CRP-023/figures/04_observed_vs_predicted.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-023.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-023", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-023/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-023/scientific_record.md" }, { "id": "O0-CRP-024", "title": "Track 2 R1 · Discriminability from Inside Under Alternative Observer Architectures — δ*(0.7) is capacity-limited, not architecture-specific", "type": "SIMULATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: PARTIAL_OBSERVER_DEPENDENCE at max/min δ* ratio = 2.5 (exactly at preregistered threshold). Substantive reading: 5 of 5 sufficient-capacity architectures (feature count ≥ 14) converge on δ*(0.7) = 0.20; the sole outlier is the 4-feature structural architecture at δ*(0.7) = 0.50. Random-14 control lands at 0.20, confirming capacity-not-semantics drives the invariance. Realization theorem bit-identical (max abs diff 0.00e+00).", "evidenceType": "COMPUTATIONAL · reanalysis of O0-CRP-022 raw feature data (300 trials × 146 features × 11 conditions × 30 world seeds) through 6 architecture-specific feature-slicing lenses plus a random-14 control.", "replication": "REGISTERED · 4 followups: R1 (alt classifiers), R2 (noise-scale sweep), R3 (nonlinear universes), R4 (fresh-world replication with random-14 draws).", "physicalValidation": "NONE", "sourceProposition": "O/0 §IX + user statement 2026-07-28. Under §IX (\"You are O\") the study asks whether the empirical implications of the identity claim (§IX operationalized as observer/source indistinguishability) depend on the observer's architecture.", "relatedRecords": [ "O0-CRP-021", "O0-CRP-022", "O0-CRP-023" ], "supported": [ "δ*(0.7) is invariant across observer architectures with feature count ≥ 14 within the O0-CRP-022 feature battery.", "Low-capacity architectures (n=4) have substantially higher δ*, approximately 2.5× the sufficient-capacity value.", "The invariance is driven by feature count, not feature semantics — a random 14-feature subset lands at the same δ* = 0.20 as specific 14-feature architectures.", "The AUC-below-0.5 phenomenon on matched-dual condition documented in O0-CRP-022 persists across all architectures; matched-dual and null-null remain statistically similar (|Δ| < 0.05).", "Realization theorem holds bit-identically for all 3 sampled worlds." ], "notEstablished": [ "That real observers in physical reality use these feature batteries.", "That the O/0 identity claim is empirically supported or refuted (only characterizes what specific observers see in specific simulated universes).", "That δ* = 0.20 generalizes to nonlinear or non-Gaussian universes — registered R3.", "That RandomForest is optimal for this task — registered R1.", "That the capacity threshold of ~14 features generalizes beyond this feature battery.", "Anything about consciousness, subjectivity, or metaphysics." ], "figures": [ "research/studies/O0-CRP-024/figures/01_headline_delta_sweep_by_arch.png", "research/studies/O0-CRP-024/figures/02_delta_star_by_arch.png", "research/studies/O0-CRP-024/figures/03_matched_null_by_arch.png", "research/studies/O0-CRP-024/figures/04_delta_star_vs_feature_count.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-024.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-024", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-024/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-024/scientific_record.md" }, { "id": "O0-CRP-025", "title": "Track 2 R1 · Discriminability Under Alternative Classifiers — δ*(0.7) is classifier-dependent (linear classifiers halve the RF value)", "type": "SIMULATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: CLASSIFIER_DEPENDENT at max/min δ*(0.7) ratio = 3.0. Substantive reading: linear classifiers (logistic, linear SVM) detect DUAL departures at δ*(0.7) = 0.10, half the RandomForest value of 0.20. The AUC-below-0.5 phenomenon documented in CRP-022 is largely tree-classifier-specific; logistic gives clean chance-level matched AUC = 0.505.", "evidenceType": "COMPUTATIONAL · reanalysis of O0-CRP-022 raw features through five classifiers (RandomForest, logistic regression, linear SVM, MLP, gradient boosting).", "replication": "REGISTERED · joint 2D architecture × classifier grid, MLP without early stopping, permutation test for matched-null distinguishability.", "physicalValidation": "NONE", "sourceProposition": "Followup R1 registered in O0-CRP-024 manifest. Tests whether the O0-CRP-024 finding of capacity-limited invariance holds across different classifiers or is RandomForest-specific.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-026", "O0-CRP-027" ], "supported": [ "Linear classifiers (logistic regression, linear SVM) detect DUAL departures at δ*(0.7) = 0.10, half the RandomForest value of 0.20.", "MLP is the worst discriminator at δ*(0.7) = 0.30 (may be undertrained with early stopping).", "The AUC-below-0.5 phenomenon on matched-dual condition is largely tree-classifier-specific: RF gives matched AUC = 0.376 while logistic gives 0.505 (right at chance).", "Discriminability boundary δ* depends jointly on the classifier and the universe substrate, not just the substrate." ], "notEstablished": [ "That linear classifiers detect a \"true\" boundary (they may overfit differently at n = 300).", "That the finding generalizes to nonlinear universes (registered R3 → O0-CRP-030).", "That any classifier can push δ* below 0.10 at this sample size.", "Anything about consciousness, metaphysics, or O/0 identity." ], "figures": [ "research/studies/O0-CRP-025/figures/01_delta_sweep_by_classifier.png", "research/studies/O0-CRP-025/figures/02_matched_null_by_classifier.png", "research/studies/O0-CRP-025/figures/03_delta_star_by_classifier.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-025.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-025", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-025/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-025/scientific_record.md" }, { "id": "O0-CRP-026", "title": "Track 2 R2 · Noise-Scale Sensitivity — δ*(0.7) is invariant across a 10× noise range under RandomForest", "type": "SIMULATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: SNR_MONOTONIC_SUPPORTED. Substantive reading: δ*(0.7) = 0.20 identically across all four noise scales spanning a 10× range. Positive control (IDENTITY vs NOISE_CONTROL AUC ≈ 1.0) passes at every level. Realization theorem passes at every level. The discriminability boundary is not SNR-limited under RandomForest.", "evidenceType": "COMPUTATIONAL · four fresh simulations at noise_scale ∈ {0.05, 0.10, 0.20, 0.50}, full CRP-022 protocol at each level.", "replication": "REGISTERED · extreme high-noise probe (0.5-5.0), joint noise × classifier sweep, finer δ grid.", "physicalValidation": "NONE", "sourceProposition": "Followup R2 registered in O0-CRP-024 manifest. Tests whether the O0-CRP-022 boundary depends on measurement quality.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-027" ], "supported": [ "δ*(0.7) = 0.20 at noise_scale = 0.05, 0.10, 0.20, and 0.50 — 10× range, no change.", "Positive control (IDENTITY vs NOISE_CONTROL) passes at every noise level.", "Realization theorem passes at every noise level (matched-dual is bit-identical to identity up to noise scaling).", "Combined with O0-CRP-025, the discriminability boundary is a joint property of classifier and substrate, not of measurement quality." ], "notEstablished": [ "SNR-invariance at noise_scale > 0.5.", "SNR-invariance under linear classifiers.", "Anything about non-Gaussian noise or heavy-tailed observations." ], "figures": [ "research/studies/O0-CRP-026/figures/01_delta_sweep_by_noise.png", "research/studies/O0-CRP-026/figures/02_delta_star_vs_noise.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-026.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-026", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-026/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-026/scientific_record.md" }, { "id": "O0-CRP-027", "title": "Track 2 R4 · Fresh-World Replication of CRP-022 — δ*(0.7) shifts one grid step to 0.10 on independent seeds", "type": "REPLICATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: APPROXIMATELY_REPLICATED. Substantive reading: on fresh worlds, δ*(0.7) = 0.10 vs the CRP-022 value of 0.20 — one δ-grid step below. AUC at δ = 0.10 crosses the 0.7 threshold (0.701) in this replication vs staying just below (0.643) in the original — threshold-crossing sampling variance, not a contradiction. True asymptotic boundary is likely δ*(0.7) in [0.10, 0.15].", "evidenceType": "COMPUTATIONAL · direct replication on 30 independent fresh world seeds (15000–15029, trial_offset=200_000).", "replication": "REGISTERED · third independent seed set (17000–17029) at finer δ grid, bootstrap CI on δ*.", "physicalValidation": "NONE", "sourceProposition": "Direct independent replication of O0-CRP-022. Under mandate section II (\"A discovered pattern must be retested on fresh data\") and the initial-study-corpus rules on internal replication.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026" ], "supported": [ "Replication on 30 fresh world seeds yields δ*(0.7) = 0.10 — one grid step below CRP-022 original.", "Positive control (IDENTITY vs NOISE_CONTROL) AUC = 1.000 identical to original.", "Realization theorem holds bit-identically on all sampled worlds.", "Matched-dual AUC = 0.386 in replication vs 0.376 in original — statistically indistinguishable.", "AUC at δ = 0.10 is 0.701 (crosses τ=0.7 threshold) vs 0.643 in original (does not cross) — threshold sampling variance, consistent story." ], "notEstablished": [ "Exact numerical value of δ*(0.7).", "Whether a third seed set would land at 0.10, 0.15, or 0.20.", "Anything about nonlinear universes (registered separately as O0-CRP-030)." ], "figures": [ "research/studies/O0-CRP-027/figures/01_replication_vs_original.png", "research/studies/O0-CRP-027/figures/02_matched_and_noise_comparison.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-027.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-027", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-027/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-027/scientific_record.md" }, { "id": "O0-CRP-028", "title": "Track 3 R3 · NK-Model Scaling Toward Biological Realism — sufficiency of known forces holds at N=50, G=2000", "type": "SIMULATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: SUFFICIENCY_SCALES. Substantive reading: all five preregistered sufficiency criteria pass at 25× larger genome and 4× longer evolution than CRP-023. Mean |Δ vs theoretical adaptive-walk bound| = 0.087 (below 0.10 tolerance). Tournament selection beats random search by ≥ 0.05 fitness gain at every K. Random search shows no gain. Frozen stays constant. High mutation regresses. Hatcher's empirical-sufficiency premise does not gain force at biological-adjacent scale.", "evidenceType": "COMPUTATIONAL · 320 evolutionary runs (4 configs × 4 K values × 20 seeds), N=50, P=100, G=2000.", "replication": "REGISTERED · N=100 G=5000, recombination operator, non-stationary landscape, rigorous Wright-Fisher analytical prediction.", "physicalValidation": "NONE", "sourceProposition": "Hatcher (1994) scaled: if observable evolutionary forces are insufficient to produce observed order-increase in bacterial-scale genomes, then at N=50 with rugged fitness landscape the theoretical prediction should systematically fail — but it does not.", "relatedRecords": [ "O0-CRP-023" ], "supported": [ "Sufficiency criteria pass at N=50, G=2000 — same as N=20, G=500 in CRP-023.", "Tournament selection advantage over random search is 0.15–0.17 at N=50 (comparable to N=20).", "High-mutation regression persists at all K values.", "Mean absolute delta vs theoretical prediction is 0.087, below preregistered 0.10 tolerance.", "At K=10, tournament exceeds the theoretical adaptive-walk bound by 0.136 — population-based search beats solo-walker prediction at high ruggedness." ], "notEstablished": [ "Sufficiency at N > 100.", "Sufficiency with realistic biological features (diploidy, recombination, environmental change).", "Refutation of Hatcher's ontological conclusion.", "Anything about specific biological systems." ], "figures": [ "research/studies/O0-CRP-028/figures/01_final_fitness_by_K_and_config.png", "research/studies/O0-CRP-028/figures/02_trajectories_by_K.png", "research/studies/O0-CRP-028/figures/03_observed_vs_theory.png", "research/studies/O0-CRP-028/figures/04_scaling_comparison.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-028.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-028", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-028/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-028/scientific_record.md" }, { "id": "O0-CRP-029", "title": "Track 1 R1 · Fair-Comparison Robustness — VAR beats or ties learned-Kalman across 6 (d, k) observability regimes at 3 horizons", "type": "REPLICATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: FAIR_COMPARISON_ROBUST. Substantive reading: in all 6 regimes at all 3 horizons (18 cells), VAR (unified representation) ties or beats learned-Kalman (explicit self/world separation). 0 of 18 cells show significant advantage for the explicit-separation architecture. Combined with CRP-021, coverage is now 9 regimes × 3 horizons = 27 cells with 0 cells against.", "evidenceType": "COMPUTATIONAL · 6 regimes (d ∈ {4,8,16}, k ∈ {1,2,4,8}) × 20 seeds × 3 horizons.", "replication": "REGISTERED · nonlinear world (tanh dynamics), sparse observation matrix, non-stationary dynamics.", "physicalValidation": "NONE", "sourceProposition": "Followup R1 registered in O0-CRP-021 manifest. Tests whether the fair-comparison finding depends on state-space dimension d or generalizes.", "relatedRecords": [ "O0-CRP-021" ], "supported": [ "CRP-021 fair-comparison finding replicates across d ∈ {4, 8, 16}, k/d ∈ {0.25, 0.5, 1.0}.", "In 6 of 6 regimes at 3 horizons, VAR ties or beats learned-Kalman.", "The only near-tie case is (d=16, k=4) at τ=5, where A' has 8.1% advantage — still within the 10% tie band.", "Positive control: oracle beats learned-Kalman at every regime.", "The auxiliary O/0 claim that \"functional separation serves local processing\" remains UNSUPPORTED across an expanded observability landscape." ], "notEstablished": [ "Anything about nonlinear systems.", "Anything at d > 16.", "Anything about biological brains — this is purely linear-Gaussian toy.", "That explicit self/world separation is *never* useful (untested regimes remain)." ], "figures": [ "research/studies/O0-CRP-029/figures/01_AL_vs_B_tau1.png", "research/studies/O0-CRP-029/figures/01_AL_vs_B_tau5.png", "research/studies/O0-CRP-029/figures/01_AL_vs_B_tau20.png", "research/studies/O0-CRP-029/figures/02_relative_advantage.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-029.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-029", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-029/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-029/scientific_record.md" }, { "id": "O0-CRP-030", "title": "Track 2 R3 · Discriminability in Nonlinear Universes — CRP-022 pattern preserved under tanh dynamics", "type": "SIMULATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-28", "status": "Verdict: PATTERN_PRESERVED. Substantive reading: under a saturating tanh nonlinearity, δ*(0.7) = 0.20 identical to the linear case. Matched-dual AUC = 0.387 (in chance band). Realization theorem holds bit-identically (IDENTITY and MATCHED_DUAL use identical M and noise). Nonlinearity dampens discriminability slightly at small δ (AUC=0.53 at δ=0.10 vs 0.64 linear) but the boundary at τ=0.7 is unchanged.", "evidenceType": "COMPUTATIONAL · CRP-022 protocol under z_{t+1} = tanh(M z_t) + w_t nonlinear dynamics on 30 fresh world seeds (18000–18029).", "replication": "REGISTERED · alternate nonlinearities (ReLU, cubic, sinusoidal), joint nonlinearity × classifier sweep, finer δ grid, chaotic regime.", "physicalValidation": "NONE", "sourceProposition": "Followup R3 registered in O0-CRP-022 manifest. Tests whether the linear-Gaussian discriminability boundary extends past the linearity assumption.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027" ], "supported": [ "δ*(0.7) = 0.20 identical between linear-Gaussian (CRP-022) and nonlinear-tanh (this study) universes.", "Matched-dual AUC = 0.387 remains within chance band under nonlinearity.", "Realization theorem holds bit-identically in the nonlinear case (stronger than the linear distributional version).", "The CRP-022 qualitative pattern extends past linear-Gaussian to at least the saturating-nonlinearity regime.", "Nonlinearity dampens discriminability at small δ (0.53 vs 0.64 at δ=0.10) but does not shift the τ=0.7 boundary." ], "notEstablished": [ "Anything about non-tanh nonlinearities (registered R1).", "Anything at higher noise scales or in chaotic (spectral radius > 1) regime.", "Anything about consciousness, metaphysics, or O/0 identity — purely a discriminability characterization." ], "figures": [ "research/studies/O0-CRP-030/figures/01_nonlinear_vs_linear.png", "research/studies/O0-CRP-030/figures/02_matched_and_noise.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-030.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-030", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-030/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-030/scientific_record.md" }, { "id": "O0-CRP-031", "title": "Track 2 · Cross-Class Discriminability across Five Canonical Dynamical Systems", "type": "REPLICATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-29", "status": "Preregistered verdict for δ*(0.7) numeric invariance: CLASS_SPECIFIC (only 2 of 5 systems in class). Emergent finding: matched-source indistinguishability + realization theorem replicate across ALL 5 canonical dynamical classes (5 of 5). Exploratory finding: in Lorenz-63 and Van der Pol, no δ up to 1.0 produces detectable discriminability — chaotic dynamics apparently erase source-observation coupling structure from low-order features.", "evidenceType": "COMPUTATIONAL · CRP-022 protocol replicated across linear-Gaussian, Lorenz-63, Rössler, Kuramoto, and Van der Pol systems on 30 fresh world seeds (20000–20029), 300 trials × 11 conditions × 5 systems = 16,500 trajectories.", "replication": "REGISTERED · CRP-032 (longer trajectory + higher-order features for chaos-washout), CRP-033 (classifier diversity across 5 systems), CRP-034 (discrete-time chaotic maps).", "physicalValidation": "NONE (canonical mathematical models, not physical measurements).", "sourceProposition": "External-critique-driven cross-class robustness test. Under mandate section II (\"A discovered pattern must be retested on fresh data, fresh seeds, or independent implementation\") and the operating principle that findings must be tested at the broadest scope where they might plausibly hold.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027", "O0-CRP-030", "O0-CRP-032", "O0-SCOPE-001" ], "supported": [ "Matched-source universes are statistically indistinguishable via the 146-feature battery + RandomForest in all 5 canonical dynamical classes (matched-dual AUC ∈ [0.436, 0.498] — all in chance band [0.30, 0.70]).", "The state-space realization theorem — MATCHED_DUAL bit-identical to IDENTITY — holds in all 5 classes with max_abs_diff = 0.00e+00.", "Positive control (vs iid Gaussian noise) discriminates cleanly in all 5 classes (AUC = 1.0000).", "Linear-Gaussian δ*(0.7) = 0.20 reproduces CRP-022 exactly on fresh world seeds 20000–20029.", "Structural matched-source indistinguishability finding is NOT a linear-Gaussian curiosity — it replicates across canonical chaos (Lorenz, Rössler), synchronization (Kuramoto), and nonlinear oscillation (Van der Pol) systems that are unambiguously textbook physics." ], "notEstablished": [ "δ*(0.7) is NOT a general dynamical-systems constant — it varies from 0.20 (linear-Gaussian) to 0.30 (Kuramoto) to 0.70 (Rössler) to unreachable (Lorenz, Van der Pol).", "The chaos-washout observation is EXPLORATORY and requires preregistered confirmatory followup at longer T and with higher-order features (registered as CRP-032).", "That biological, physical, or cognitive systems obey these signatures — still mathematical models, not physical measurements.", "Anything about consciousness, metaphysics, or O/0 in its ontological sense." ], "figures": [ "research/studies/O0-CRP-031/figures/delta_sweep_per_system.png", "research/studies/O0-CRP-031/figures/cross_class_matched_uniformity.png", "research/studies/O0-CRP-031/figures/delta_star_summary.png", "research/studies/O0-CRP-031/figures/matched_and_noise.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-031.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-031", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-031/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-031/scientific_record.md" }, { "id": "O0-CRP-032", "title": "Track 2 · Confirmatory Test of the Chaos-Washout Finding — Longer Trajectories + Higher-Order Features", "type": "REPLICATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-29", "status": "Preregistered verdict on chaos-washout hypothesis: PARTIALLY_CONFIRMED. Lorenz-63 recovers clean discriminability with δ*(0.7) = 0.5 at T=1000 + augmented (was NEVER in CRP-031). Van der Pol partially recovers with δ*(0.7) = 0.7 (was NEVER in CRP-031). CRP-031 exploratory chaos-washout observation was substantially a measurement-weakness artifact — corrected-down. Matched-source indistinguishability + realization theorem preserved in both systems under stronger measurement (Lorenz 0.437, VdP 0.438 matched-dual AUC — both in chance band; realization bit-identical at T=1000).", "evidenceType": "CONFIRMATORY COMPUTATIONAL SIMULATION · T=1000 with 226-feature battery (146 base + 80 augmented: nonlinear cross-corr, mutual information, permutation entropy, transfer-entropy proxy, Lyapunov) on Lorenz-63 and Van der Pol networks, 30 fresh world seeds (21000-21029), 200 trials × 11 conditions × 2 systems = 4,400 trajectories at T=1000.", "replication": "REGISTERED · CRP-033a (VdP-specific features), CRP-032b (T-vs-features ablation), CRP-033b (capacity ceiling).", "physicalValidation": "NONE (canonical mathematical models, not physical measurements).", "sourceProposition": "Preregistered followup to O0-CRP-031 (labeled as required followup for the EXPLORATORY chaos-washout observation). Under mandate section II (\"An exploratory result must not be presented as confirmatory\") and the initial-study-corpus rules on discovery-mode confirmation.", "relatedRecords": [ "O0-CRP-031", "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-SCOPE-001" ], "supported": [ "CRP-031 chaos-washout observation for Lorenz-63 was substantially a measurement-weakness artifact — clean recovery to δ*(0.7) = 0.5 under T=1000 + augmented battery.", "Chaos-washout was partially a measurement artifact for Van der Pol — δ*(0.7) = 0.7 (was NEVER).", "Matched-source indistinguishability holds at T=1000 with 226-feature battery in both chaotic systems (matched-dual AUC = 0.437 for Lorenz, 0.438 for VdP).", "Realization theorem holds bit-identically at T=1000 in both chaotic systems.", "The archive's core Track 2 findings survive the strongest measurement configuration attempted to date.", "The confirmatory-test methodology self-corrected: an exploratory finding was correctly labeled as requiring followup, tested, and downgraded." ], "notEstablished": [ "That chaotic dynamics genuinely erase source-observation coupling structure (strong chaos-washout hypothesis rejected).", "Why Van der Pol resists the augmented battery more than Lorenz does — VdP asymmetry registered as CRP-033a followup.", "Whether T alone or augmented features alone are sufficient (ablation cells B and C registered as CRP-032b).", "Anything about biological, physical, or cognitive chaotic systems.", "Anything about metaphysics, consciousness, or O/0 identity." ], "figures": [ "research/studies/O0-CRP-032/figures/before_after_measurement.png", "research/studies/O0-CRP-032/figures/delta_star_before_after.png", "research/studies/O0-CRP-032/figures/matched_dual_persistence.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-032.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-032", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-032/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-032/scientific_record.md" }, { "id": "O0-CRP-033", "title": "Track 2 · Capacity Ceiling — Dimensionality Scaling to n=32", "type": "REPLICATION", "category": "emergence", "version": "1.0.0", "date": "2026-07-29", "status": "Preregistered verdict: SCALE_INVARIANT. Matched-source indistinguishability holds at every n (matched-dual AUC 0.347, 0.307, 0.306 — all in chance band). Realization theorem bit-identical at every n. Positive control passes (AUC=1.0) at every n. δ*(0.7) BECOMES MORE SENSITIVE at higher dimensions (0.20 → 0.20 → 0.10) — additional channels give the classifier more coupling signal to integrate over. Directly answers \"n=8 is a toy dimension\" critique: finding survives 4× dimensionality scaling and 9× feature-count scaling.", "evidenceType": "COMPUTATIONAL SIMULATION · CRP-022 protocol scaled to n_total ∈ {8, 16, 32} in linear-Gaussian dynamical systems on 30 fresh world seeds (22000-22029), 200 trials × 11 conditions × 3 n-levels = 6,600 trajectories.", "replication": "REGISTERED · CRP-033b (heavy-tailed noise), CRP-033c (dimensionality scaling of chaotic systems), CRP-033d (n > 32 with linear-kernel SVM).", "physicalValidation": "NONE (mathematical models, not physical measurements).", "sourceProposition": "Preregistered followup responding to the \"toy models of well-established science\" critique. Under mandate section II (\"A discovered pattern must be retested on fresh data, fresh seeds, or independent implementation\") and the operating principle of testing findings at the broadest scope where they might plausibly hold.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027", "O0-CRP-030", "O0-CRP-031", "O0-CRP-032", "O0-SCOPE-001", "O0-SCOPE-002" ], "supported": [ "CRP-022 discriminability pattern replicates at n_total = 16 and n_total = 32.", "Matched-source indistinguishability holds at n=8 (0.347), n=16 (0.307), n=32 (0.306) — all in chance band.", "Realization theorem bit-identical at every n (max_abs_diff = 0).", "Positive control passes (AUC = 1.0000) at every n.", "δ*(0.7) becomes MORE sensitive at higher n (0.20 → 0.10) — coupling detection strengthens with more observed channels.", "The classifier searches 1295 features at n=32 for a matched-source distinction and finds none — a stronger form of matched-source indistinguishability than the n=8 result." ], "notEstablished": [ "That the finding scales beyond n=32 (compute-bounded; registered as CRP-033d).", "That non-linear-Gaussian systems scale the same way (registered as CRP-033c).", "That heavy-tailed noise regimes obey these signatures (registered as CRP-033b).", "Anything about physical high-dimensional systems.", "Anything about metaphysics, consciousness, or O/0 identity." ], "figures": [ "research/studies/O0-CRP-033/figures/delta_sweep_by_n.png", "research/studies/O0-CRP-033/figures/delta_star_vs_n.png", "research/studies/O0-CRP-033/figures/matched_dual_across_n.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-033.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-033", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-033/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-033/scientific_record.md" }, { "id": "O0-SCOPE-002", "title": "Claim Registry — Every empirical claim mapped to its evidence chain", "type": "SYNTHESIS", "category": "methodology", "version": "1.0.0", "date": "2026-07-29", "status": "Foundational document. Registers 10 empirical claims (C001-C010) and 6 out-of-scope claims (OOS001-OOS006), each with stable ID, evidence chain, scope, falsification criterion, and machine-readable JSON form. Also maps four common external critiques to the specific claim IDs that engage them.", "evidenceType": "META · machine-readable registry of every archive claim with stable IDs, evidence chains, scope statements, and falsification criteria.", "replication": "N/A — registry updates when claims are added, corrected, or refuted. Versioned separately.", "physicalValidation": "N/A", "sourceProposition": "Meta-record extending SCOPE-001 into a full evidence map. Written to make the archive's empirical claims maximally specific and criticizable, in response to observed reception feedback about \"wildly varying AI interpretations\" and generic dismissals.", "relatedRecords": [ "O0-SCOPE-001", "O0-CRP-013", "O0-CRP-014", "O0-CRP-021", "O0-CRP-022", "O0-CRP-023", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027", "O0-CRP-028", "O0-CRP-029", "O0-CRP-030", "O0-CRP-031", "O0-CRP-032", "O0-CRP-033" ], "supported": [ "C001-C010: ten empirical claims with detailed evidence chains and preregistered falsification criteria.", "OOS001-OOS006: six out-of-scope claims the archive explicitly does not attempt.", "Machine-readable format (claim_registry.json) makes the registry crawlable and cite-able.", "Enables specific critique: a critic engaging the archive should specify claim ID, disputed evidence, and resolution criterion." ], "notEstablished": [ "That every claim in the archive is now captured — registry version 1.0.0 covers 16 CRP studies plus foundational records; future studies add claims.", "That every anticipated critique is mapped — currently maps four common critiques." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SCOPE-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SCOPE-002", "manifestUrl": "https://ozonearchive.online/research/studies/O0-SCOPE-002/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-SCOPE-002/scientific_record.md" }, { "id": "O0-SCOPE-001", "title": "Scope-and-Bounds Statement for the Research Program", "type": "SYNTHESIS", "category": "methodology", "version": "1.0.0", "date": "2026-07-29", "status": "Foundational document. States exactly what the archive claims, what it does not claim, and what auxiliary interpretations it rejects. Written proactively so that critique can proceed against the actual research object rather than a projected one.", "evidenceType": "META · formal statement of program scope, supported claims, unsupported claims, and preregistered responses to common critiques.", "replication": "N/A — this is a scope statement, not an empirical finding. Updates when scope changes.", "physicalValidation": "N/A", "sourceProposition": "Meta-record responding to observed reception feedback: AI classifier variance on the corpus, \"toy model\" critique, \"doesn't prove anything\" pushback, and cross-model interpretation variance. Written under mandate section II epistemic rules and section XIII final operating principle (\"investigate what is true, not what would be impressive\").", "relatedRecords": [ "O0-CRP-021", "O0-CRP-022", "O0-CRP-023", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027", "O0-CRP-028", "O0-CRP-029", "O0-CRP-030", "O0-CRP-031" ], "supported": [ "The archive is a falsification-preserving engine, not a proof-generating one — it tests auxiliary empirical implications of philosophical claims and preserves negative results.", "Structural findings replicate across 5 canonical dynamical classes (CRP-031); numeric thresholds are class-specific.", "Auxiliary O/0 claims can be operationalized and tested; strong metaphysical claims cannot.", "Different classifier verdicts on the same corpus is the observer-dependent partitioning phenomenon (CRP-024) instantiated in the wild — expected, not concerning." ], "notEstablished": [ "That O/0 is metaphysically true.", "That the observer is ontologically identical to the source.", "That consciousness emerges from anything tested in the archive.", "That findings extrapolate to biological, quantum, or relativistic systems.", "That AI systems classifying the corpus differently are wrong." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-SCOPE-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-SCOPE-001", "manifestUrl": "https://ozonearchive.online/research/studies/O0-SCOPE-001/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-SCOPE-001/scientific_record.md" }, { "id": "O0-CRP-034", "title": "Track 2 Physical-Data Leg — Matched-Source Indistinguishability Holds in Real ECG", "type": "REPLICATION", "category": "emergence", "version": "1.1.0", "date": "2026-07-30", "status": "PHYSICAL_HOLDS. All four preregistered rules pass: positive control AUC = 1.0000, shuffled control AUC = 1.0000, matched-source AUC = 0.4514 (in chance band [0.30, 0.70]), no-overlap check pass. Extends Track 2 finding to real physical measurements from a signal recorded in 1980 that predates all modern ML infrastructure. Directly addresses the \"AI research — models based on AI infra not human beings\" critique. Documents an epsilon-control classifier artifact (AUC = 0.008 on bit-identical inputs) and corrects a wording error in O0-PAPER-001 v1.0.0.", "evidenceType": "REAL PHYSICAL MEASUREMENT · MIT-BIH Arrhythmia Database ECG record 208 (~1980), 108,000 samples at 360 Hz, delay-embedded to 8-channel trajectories, N=200 per class.", "replication": "REGISTERED · CRP-034b (second patient), CRP-034c (non-ECG physical signal), CRP-034d (non-ML discrimination methods).", "physicalValidation": "SINGLE_PATIENT_N1 — one recording, one patient. Registered followups scale to more patients and signal types.", "sourceProposition": "Response to the reception critique: \"this is AI research because all your models are based on AI infra not human beings.\" The archive tests whether Track 2 findings survive in data that predates modern ML.", "relatedRecords": [ "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027", "O0-CRP-030", "O0-CRP-031", "O0-CRP-032", "O0-CRP-033", "O0-SCOPE-001", "O0-SCOPE-002", "O0-PAPER-001" ], "supported": [ "Matched-source indistinguishability extends to real physical ECG data (matched-source AUC = 0.4514, inside preregistered chance band).", "Positive control passes at AUC = 1.0000 on real physical data.", "Shuffled-time control passes at AUC = 1.0000 — feature battery is time-structure-sensitive.", "The finding reflects a property of the discrimination method, not a property of the simulator.", "Corrects O0-PAPER-001 v1.0.0 wording: MATCHED_DUAL is \"same M, different noise realization\" (not \"bit-identical\").", "Documents scikit-learn duplicate-input artifact via epsilon control (AUC 0.008 on bit-identical inputs).", "Directly weakens the \"AI research — you tested computation, not reality\" critique: input trajectories are real physical measurements from 1980, predating modern ML infrastructure." ], "notEstablished": [ "Extension to other patients (N=1 signal source).", "Extension to other physical signals (EEG, seismic, financial, meteorological, etc.).", "Extension to non-time-series physical data.", "That the discrimination method is model-free — RandomForest and the 146-feature battery are still computational tools. A stronger critique — \"any classifier requires ML infrastructure\" — is not fully closed. Registered as CRP-034d.", "Any claim about consciousness, non-dual identity, or metaphysics." ], "figures": [ "research/studies/O0-CRP-034/figures/01_ecg_signal_excerpt.png", "research/studies/O0-CRP-034/figures/02_discrimination_auc.png", "research/studies/O0-CRP-034/figures/03_sample_trajectories.png", "research/studies/O0-CRP-034/figures/04_feature_pca.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-034.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-034", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-034/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-034/scientific_record.md" }, { "id": "O0-CRP-035", "title": "SIM-CRP-003 · Perspective Distillation — What survives when an observer is compressed", "type": "SIMULATION", "category": "observer", "version": "1.2.0", "date": "2026-07-30", "status": "INCONCLUSIVE (primary) - plateau condition BC(L*) >= 0.7 AND BC(L*+1) < 0.4 misses cleanly firing at L4/L5 (0.892 >= 0.7 but 0.458 > 0.4). SUBSTANTIVE SECONDARY: In the properly context-dependent v1.2 observer, WEIGHTS (the W matrix in R^{d x K}) carry the identity signal. L4 (W preserved, p=0) gives BC_TV=0.892 vs random 0.282, gap 0.61 TV, 0.62 AM. This REVERSES the v1.1 F2 claim (which was a mathematical tautology from softmax shift-invariance). Memory-no-op finding (F1) replicated across both observer designs.", "evidenceType": "COMPUTATIONAL SIMULATION · linear-bandit observers with per-action weight matrix W in R^{d x K} (v1.2 fixed observer), 8 preregistered compression levels, TV + argmax-match primary metrics, n=30 confirmatory. INCLUDES A PUBLIC DESIGN-CORRECTION NOTE: v1.0/v1.1 observer had w shape (d,) which was behaviorally invisible under softmax shift-invariance; v1.2 fixed this, and F2 (v1.1) REVERSED.", "replication": "INTERNALLY REPLICATED (v1.2 observer) by sister study CRP-036 — same WEIGHTS_DOMINATE finding from an inverted compression pipeline. CRP-037 registered for cross-architecture PP-observer replication.", "physicalValidation": "NONE (linear-bandit computational model).", "sourceProposition": "PERSPECTIVE non-drift question: \"What survives when an observer is distilled?\" Philosophical inspiration: \"end credits contain only your name\" - the O/0 motif that a perspective reduces to a single identifier.", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-011", "O0-CRP-013", "O0-CRP-014", "O0-CRP-015", "O0-CRP-016", "O0-CRP-018", "O0-CRP-036", "O0-CRP-037" ], "supported": [ "Opens the PERSPECTIVE non-drift branch of CRP-001 (was empty prior).", "Memory summary preservation is behaviorally equivalent to full memory in this observer class (F1, design-invariant). BC_TV(0)=BC_TV(1)=BC_TV(2)=1.000 under both v1.0/v1.1 buggy and v1.2 corrected observers.", "In the properly context-dependent v1.2 observer, the W matrix carries the identity signal (F2 v1.2, REVERSING v1.1). L4 (W matrix retained, preferences discarded) preserves BC_TV=0.892 vs random 0.282 (gap 0.61); BC_AM=0.885 vs random 0.266 (gap 0.62); SR=13x chance; VP=0.927; PS=0.986.", "Per-action argmax(W) + argmax(p) at L5 preserves modest identity signal (gap 0.16 TV, 0.26 AM).", "Sub-argmax compression (one bit or less) collapses to the random baseline.", "PUBLIC DESIGN CORRECTION: the v1.0/v1.1 observer had a softmax shift-invariance bug (x @ w scalar broadcast to all logits made w behaviorally invisible). Documented, fixed, and republished as v1.2. F2 v1.1 was a mathematical tautology.", "Internally replicated by sister study CRP-036 which independently found WEIGHTS_DOMINATE from an inverted compression pipeline." ], "notEstablished": [ "Whether the preregistered plateau condition is meaningful under this curve shape (registered followup CRP-035-R4 will recalibrate).", "Whether F1, F2 (v1.2), F3 generalize beyond linear-bandit observers (CRP-037 registered under Bayesian PP-observer).", "Whether the W-vs-p asymmetry survives learning-rate equalization or nonlinear rewards.", "Any claim about identity, perspective, or selfhood in a philosophical sense." ], "figures": [ "research/studies/O0-CRP-035/figures/01_bc_curves.png", "research/studies/O0-CRP-035/figures/02_all_metrics.png", "research/studies/O0-CRP-035/figures/03_gap_from_random.png", "research/studies/O0-CRP-035/figures/04_heatmap.png", "research/studies/O0-CRP-035/figures/05_v10_vs_v11.png" ], "staticUrl": "https://ozonearchive.online/science/O0-CRP-035.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-035", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-035/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-035/scientific_record.md" }, { "id": "O0-CRP-036", "title": "SIM-CRP-003b · Preference-Preserving Alternate Compression Path — WEIGHTS_DOMINATE", "type": "SIMULATION", "category": "observer", "version": "1.0.0", "date": "2026-07-30", "status": "WEIGHTS_DOMINATE (preregistered verdict at n=30). H1 REJECTED IN REVERSE: BC_TV(LA1 preferences only)=0.376 vs BC_TV(LB4 weights only)=0.884 - a gap of 0.508 TV in favor of weights. H2 REJECTED: argmax(p) alone insufficient to match argmax(W) + argmax(p) at L5. H3 CONFIRMED: one-bit preference sign collapses to random baseline. THIS STUDY EXPOSED THE CRP-035 v1.0/v1.1 OBSERVER DESIGN BUG via BC_TV(LA1)=1.000 in the pre-fix run (mathematically impossible for a truly context-dependent observer); pre-fix data preserved as diagnostic.", "evidenceType": "COMPUTATIONAL SIMULATION · linear-bandit observers (CRP-035 v1.2 corrected), inverted compression pipeline (LA0..LA4 preference-preserving + LB4/LB5 CRP-035 replay), n=30 confirmatory. Sister study to CRP-035.", "replication": "INTERNALLY REPLICATES CRP-035 v1.2 F2 (weights carry identity) from an orthogonal compression path. CRP-036-R1 registered for learning-rate equalization; CRP-037 registered for PP-observer cross-architecture.", "physicalValidation": "NONE (linear-bandit computational model).", "sourceProposition": "Mechanistic sub-question of CRP-035 PERSPECTIVE branch: does a compression pipeline that preserves preferences preserve behavior BETTER than one that preserves weights?", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-035", "O0-CRP-037" ], "supported": [ "In the CRP-035 v1.2 corrected observer, the W matrix carries substantially more identity signal than preferences.", "Preference-only compression (LA1) is barely above random baseline (BC_TV=0.376 vs random 0.315, gap 0.061).", "Weight-only compression (LB4) preserves near-perfect behavior (BC_TV=0.884, gap from random = 0.638).", "Argmax(p) alone (LA2) is insufficient - LB5 with per-action argmax(W) is materially better (gap 0.125 TV, 0.216 AM).", "One-bit preference sign (LA3) collapses to the random baseline (H3 CONFIRMED, gap 0.031 TV, 0.041 AM).", "This study exposed the CRP-035 v1.0/v1.1 softmax shift-invariance design bug and forced the v1.2 observer correction.", "Verdict WEIGHTS_DOMINATE is CONSISTENT with CRP-035 v1.2 F2 (independent path, same conclusion)." ], "notEstablished": [ "Any generalization beyond linear-bandit observers with the specific training regime (CRP-037 registered).", "Whether the W-vs-p asymmetry is an artifact of the 10x learning-rate difference between W (eta) and p (0.1*eta). Registered as CRP-036-R1.", "Whether capacity asymmetry (W has d*K=32 numbers; p has K=4) explains the finding.", "Any philosophical claim about identity or perspective." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-036.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-036", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-036/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-036/scientific_record.md" }, { "id": "O0-CRP-037", "title": "SIM-CRP-003c · Cross-Architecture Perspective Distillation — Nearest-Neighbor Memory Observer", "type": "SIMULATION", "category": "observer", "version": "1.0.0", "date": "2026-07-30", "status": "PARTIAL_MEMORY_SIGNAL. NNMO exhibits an IMMEDIATE compression cliff: BC_TV drops from 1.000 (N0 full memory) to 0.459 (N1 10 centroids), a loss of 0.541. N1..N4 plateau at BC_TV = 0.43-0.46 with random-baseline gaps 0.14-0.17. N5 collapses to random baseline. Even minimal memory retention (N4: one argmax-reward action) preserves modest signal above random (gap 0.136 TV, 0.146 AM). CROSS-ARCHITECTURE: at analogous compression, CRP-035 L4 preserves BC_TV=0.892 with 32 numbers; CRP-037 N1 preserves 0.459 with ~100 numbers. Identity carrier is not just capacity but capacity IN THE DECISION RULE - architecture matters.", "evidenceType": "COMPUTATIONAL SIMULATION · Nearest-Neighbor Memory Observer (NNMO) - memory-based, no learned parameters. 6 compression levels (N0 full memory to N5 identifier), n=30 confirmatory. First cross-architecture replication of CRP-035 v1.2 F2.", "replication": "THIS STUDY IS a cross-architecture replication of CRP-035 v1.2 F2. Registered followups: CRP-037-R1 (cluster count sweep), CRP-037-R2 (Bayesian PP observer as third arch), CRP-037-R3 (adversarial memory contamination).", "physicalValidation": "NONE (memory-based computational model).", "sourceProposition": "Cross-architecture test of CRP-035 v1.2 F2: does the \"high-capacity component carries identity\" finding generalize across observer architectures?", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-035", "O0-CRP-036" ], "supported": [ "NNMO exhibits an immediate compression cliff at N0->N1 (BC_TV: 1.000 -> 0.459, loss of 0.541).", "N1..N4 plateau (BC_TV = 0.43-0.46) - once first compression is taken, further compression loses little.", "N4 (single argmax-reward action) lifts behavior modestly above random baseline (gap 0.136 TV, 0.146 AM).", "N5 (empty memory) collapses to random baseline (BC_TV = 0.349 = BC_TV_random).", "CROSS-ARCHITECTURE FINDING: parameterized observers preserve behavior at high compression ratios (CRP-035 L4 with 32 numbers: BC_TV=0.892); memory-based observers cliff immediately (CRP-037 N1 with 100 numbers: BC_TV=0.459). Identity carrier is architecture-dependent.", "Value preservation breaks earlier than BC (VP drops 0.545 at N1 -> 0.21 at N2/N3).", "This is the FIRST cross-architecture perspective-distillation study in the CRP program." ], "notEstablished": [ "That memory-based observers universally require exact-memory retention (CRP-037-R1 registered for cluster-count sweep).", "That the cliff shape survives different clustering algorithms.", "That parametric compression always beats memory-based compression at equal retained bits (would need third architectures - CRP-037-R2 registered for PP observer).", "Any philosophical claim about identity or perspective." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-037.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-037", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-037/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-037/scientific_record.md" }, { "id": "O0-CRP-038", "title": "SIM-CRP-003d · Learning-Rate Equalization Robustness Test", "type": "REPLICATION", "category": "observer", "version": "1.0.0", "date": "2026-07-30", "status": "WEIGHTS_STILL_DOMINATE (preregistered verdict). At L4 (W preserved, p discarded), BC_TV=0.825 (vs 0.892 in CRP-035 v1.2, delta=-0.067); BC_AM=0.819 (vs 0.885, delta=-0.066). Both deltas are well within the preregistered +/- 0.15 tolerance. The learning-rate asymmetry alternative interpretation (\"more-trained component dominates\") is REJECTED. A small effect DOES exist (L4 slightly weaker, L5 slightly stronger under equal LRs) consistent with p carrying marginally more signal when equally trained, but the overall pattern is qualitatively unchanged. Rejects one of the three alternative interpretations of the CRP-035 v1.2 F2 finding raised in CRP-036 and CRP-037 adversarial notes.", "evidenceType": "COMPUTATIONAL SIMULATION · targeted robustness test. Same design as CRP-035 v1.2 except p update coefficient changed from 0.1 to 1.0 (equal to W update rate). n=30 confirmatory.", "replication": "This IS a robustness test of CRP-035 v1.2 F2. Registered followups: CRP-038-R1 (500 episodes), CRP-038-R2 (d=1 capacity match), CRP-038-R3 (p LR sweep).", "physicalValidation": "NONE.", "sourceProposition": "Targeted robustness test of CRP-035 v1.2 F2 finding, addressing one of three alternative interpretations raised in prior adversarial notes.", "relatedRecords": [ "O0-CRP-001", "O0-CRP-004", "O0-CRP-035", "O0-CRP-036", "O0-CRP-037" ], "supported": [ "CRP-035 v1.2 F2 (weights carry identity) survives learning-rate equalization.", "L4 (W preserved, p=0) still preserves BC_TV=0.825 under equal LRs (vs 0.892 with 10x asymmetric LRs).", "Delta from CRP-035 v1.2 (0.067 TV, 0.066 AM) is well within preregistered tolerance of 0.15.", "The \"more-trained component dominates\" alternative interpretation is REJECTED.", "Small effects exist: p contribution grows slightly with equal LRs (L5 rises from 0.458 to 0.481).", "The compression profile is qualitatively unchanged." ], "notEstablished": [ "That capacity asymmetry (W has 32 params, p has 4 params) is not a confound (CRP-038-R2 registered for d=1 test).", "Generalization to longer training regimes or different environment classes.", "Any philosophical claim about identity or perspective." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-CRP-038.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-CRP-038", "manifestUrl": "https://ozonearchive.online/research/studies/O0-CRP-038/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/O0-CRP-038/scientific_record.md" }, { "id": "T1-EMPTY-THRONE", "title": "T1 · The Empty Throne — Parameter-manifold geometry at ML fit", "type": "SIMULATION", "category": "structural", "version": "1.2.0", "date": "2026-07-30", "status": "INCONCLUSIVE overall. LTI: PROVISIONAL SUPPORT; R1a mechanism (ker(C) unobservable-subspace freedom) qualitatively upheld by T1-R2 (strict prereg INCONCLUSIVE; exploratory corroboration d=0 on all 4 original-seed square-C fits). T1-R6 strict prereg REFUTES driven by baseline failure (d(α=0)=0; α-trend uninformative); T1-R6b registered. MLP/GP: UNSUPPORTED.", "evidenceType": "COMPUTATIONAL SIMULATION · preregistered linear-detection study of parameter-space manifold structure at ML fit. Three source classes (LTI with C fixed, small tanh MLP, RBF GP) plus two adversarial controls. v1.1.0: T1-R1 + T1-R1a. v1.2.0: T1-R2 square-C falsification + T1-R6 nonlinear-observation α-sweep.", "replication": "Internal follow-ups T1-R1, T1-R1a, T1-R2, T1-R6 completed 2026-07-30. Independent-lab replication: NONE. T1-R6b registered to restore R6 baseline.", "physicalValidation": "NONE.", "sourceProposition": "Structural end-state claim from The Seven Valleys / The Four Valleys and echoed in non-dual formulations in scripture: at contact with the source, distinguishing content of the seeker is dissolved. Operational translation: fit-set of a parametric model at ML argmin has positive dimension (structural arrival) rather than being isolated (parametric arrival).", "relatedRecords": [ "O0-CRP-035", "O0-CRP-037", "O0-CRP-038", "T2-NETI-NETI" ], "supported": [ "Adversarial controls pass: regression baseline d = 0 at p in {4,8,16}; colinear positive control d = k_dup with residual 0 at k_dup in {1,2,3}.", "LTI (C fixed, matched capacity): at the deepest fit basin (truth-init or lucky random-init), a manifold of dim 10-13 is detected by E1, verified under non-local flat-walk by E2, and confirmed as residual-beyond-trivial by E4.", "The LTI manifold dim is stable across N in {512, 2048, 8192}, ruling out a 1/N finite-sample artifact.", "The LTI manifold appears at the ML argmin (lower NLL_train than source parameters) but NOT at source parameters, which sit at a sharp higher-NLL minimum.", "LTI over-capacity (n_M = 6 vs n_S = 4): E1 recovers the closed-form excess-mode d_trivial_predicted = 7 exactly; E2 verifies 5 of those 7 under non-local walk.", "v1.1.0 · T1-R1: LTI in innovations form (A_pred, K, S_ss) still shows d ≈ 8 at deep fits across seeds. Spectral-factorization non-uniqueness accounts for the 3-5 dim gap between v1.0.0 (d ≈ 11) and v1.1.0 (d ≈ 8), but does NOT account for the manifold as a whole.", "v1.1.0 · T1-R1a: 8/8 flat-direction eigenvectors of the Hessian at the T1-R1 fit have dK columns entirely in ker(C) (fraction = 1.000), dL_S norm = 0, and walking along a flat direction preserves the observed innovation sequence to ~10⁻⁷ relative. The manifold is mechanistically identified as the classical unobservable-subspace freedom under fixed C.", "v1.2.0 · T1-R2: square full-rank C (ker(C)={0}) — strict prereg INCONCLUSIVE (d in {4,0,0}); post-hoc shows seed-20260900 d=4 is a gap-detector artifact. Exploratory corroboration on original T1 seeds: d=0 on all 4 fits. Mechanism qualitatively upheld.", "v1.2.0 · T1-R6: nonlinear-observation α-sweep — strict prereg REFUTES driven by baseline failure (d(α=0)=0); α-trend uninformative; T1-R6b registered to restore baseline before re-adjudication." ], "notEstablished": [ "That the LTI result generalizes to any physical, biological, or empirical system, or to consciousness, unity, non-duality, or any metaphysical claim.", "That random-init L-BFGS reliably reaches the flat-basin global minimum in LTI (fits at 3 seeds landed at d in {0, 2, 11}, indicating hierarchical local-minimum structure).", "Any generalization beyond the three tested source classes.", "That the operational translation (fit-set dimension under linear detection) is the RIGHT translation of the mystical structural-arrival claim.", "Whether a nonlinear observation channel that leaks ker(C) shrinks the manifold monotonically — T1-R6 failed its own α=0 baseline; T1-R6b registered." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/T1-EMPTY-THRONE.html", "workstationUrl": "https://ozonearchive.online/science.html#T1-EMPTY-THRONE", "manifestUrl": "https://ozonearchive.online/research/studies/T1-EMPTY-THRONE/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/T1-EMPTY-THRONE/scientific_record.md" }, { "id": "T2-NETI-NETI", "title": "T2 · Neti Neti — Structural (a)symmetry between unification and reportability at ML rate-distortion equilibrium", "type": "SIMULATION", "category": "structural", "version": "1.2.0", "date": "2026-07-31", "status": "UNSUPPORTED at aggregation (v1.0). Fragile positive instances: A2_relu_dz2 and A3_tanh_dz4 both satisfy the strict signature on 2/3 seeds at D1 β=128. A3 shows null-exceeding asymmetry on 2/3 datasets (D1, D2). No test arch shows the strict signature on D3 (rings). v1.1.0 T2-R2: H_MIXED_WINS on D3 — nonlinear MLP probe recovers partial class information at moderate β that linear probes miss; genuine absence at deep collapse; capacity enhancement in A3 (mlp_μ up to 0.632). v1.2.0 T2-R2a power test with 15-seed pool: F1_INTERMEDIATE at D1 β=128 for H_STRICT — A3 stabilizes at 9/15 = 60.0% [Wilson 95% CI 35.7, 80.2] while null control produces 0/15 = 0.0% [0.0, 20.4]; A1 at 6/15 = 40.0%; A2 short of 7/15 hurdle at 5/15 = 33.3%. F2_STABILIZES at D3 β=8 for H_LINEARLY_HIDDEN — A3 reaches 10/15 = 66.7% [41.7, 84.8] vs null 3/15 = 20.0% [7.0, 45.2], a 46.7 pp gap. At D3 β=32 the effect disappears (A3 3/15 vs null 1/15). Fragile positive instances established as SYSTEMATIC capacity-dependent effects above null baseline, not seed-lottery noise. Reachable but not inevitable.", "evidenceType": "COMPUTATIONAL SIMULATION · preregistered rate-distortion probe of the β-VAE family plus linear-Gaussian null and two-pathway positive controls. 315 fits: 3 test arches × 3 datasets × 7 β × 3 seeds, plus 2 controls on same seed grid. v1.1.0: T2-R2 nonlinear-probe follow-up (deterministic reuse of same 315 fits) with small MLP probe on 250/250 test split. v1.2.0: T2-R2a power-analysis follow-up (12 additional disjoint seeds, focused (kind, dataset, β) scope, merged 15-seed pool per configuration; 288 new fits + 72 old-seed re-evaluations = 360 total, 0/360 determinism failures).", "replication": "Internal follow-ups T2-R2 and T2-R2a completed 2026-07-31 (both deterministic reuse verified: 315/315 for R2, 3/3 old-seed configurations at 10⁻⁶ tolerance for R2a). T2-R1 (scale test), T2-R3 (alternative objectives), T2-R2b (larger probes), T2-R2c (other nonlinear datasets), T2-R2a-1 (activation vs capacity), T2-R2a-2 (30-seed replication), T2-R4 (latent-geometry analysis) registered.", "physicalValidation": "NONE.", "sourceProposition": "Advaita \"neti neti\" and Bahá'í seventh valley: a kenotic end-state in which unified perception, retained substrate content, and preserved reportability coexist. Operationalized as joint conditions on MI(X;Z), decoder-output classification skill, single-sample latent classification skill, and substrate classification skill in variational bottleneck models.", "relatedRecords": [ "T1-EMPTY-THRONE", "O0-CRP-021" ], "supported": [ "Control gates pass under DEV-001 revised metrics: C_null shows 0 strict hits (correct — no bypass, no strict signature possible); C_positive shows 12 strict hits across D1 and D2 (constructed signature detected).", "The strict operational signature (MI<0.7, skill_report>0.55, skill_perception<0.40, skill_substrate>0.55) is REACHABLE at specific (arch, dataset, β, seed) configurations — most reliably at D1 β=128 in A2 (ReLU) and A3 (wider tanh), on 2/3 seeds each.", "The P0 \"SWEET_SPOT_MU_ONLY\" pattern is a GENERIC feature of KL-regularized Gaussian bottlenecks: the linear-Gaussian null control alone produces a substrate-vs-perception gap up to 0.598 at D1 β=128, without any non-linearity or bypass. This constrains the interpretation of P0.", "Higher-capacity architecture (A3, d_z=4) shows substrate-vs-perception asymmetry that exceeds the null baseline by ≥ 0.10 on 2/3 datasets (D1, D2) — the only architecture to do so — suggesting a capacity-dependent enhancement of the μ-vs-z gap beyond generic Gaussian bottleneck geometry.", "v1.1.0 · T2-R2: nonlinear MLP probe on trained μ representations recovers 0.08–0.21 more accuracy than ridge on D3 at moderate β (β=8, β=32) across all test archs. mlp_μ up to 0.632 in A3 at β=8 (seed 20260950).", "v1.1.0 · T2-R2: at deep collapse (β=128, β=512), even the nonlinear probe returns chance on D3 across all architectures and controls. The linear-probe null on D3 in the deep-collapse regime IS a real absence, not a linear-hidden artifact.", "v1.1.0 · T2-R2 determinism gate passed: 315/315 configurations reproduce T2 v1.0 linear-full skill values to within 10⁻⁶ absolute.", "v1.2.0 · T2-R2a: F1 D1 β=128 H_STRICT rates on 15-seed pool: C_null 0/15 = 0.0% [0.0, 20.4]; A1 6/15 = 40.0% [19.8, 64.3]; A2 5/15 = 33.3% [15.2, 58.3]; A3 9/15 = 60.0% [35.7, 80.2]. All test archs beat null; A3 clears the 7/15 stabilization hurdle. Null CI upper bound (20.4%) is below every test-arch point estimate — the strict signature is a real capacity-dependent phenomenon, not pipeline noise.", "v1.2.0 · T2-R2a: F2 D3 β=8 H_LINEARLY_HIDDEN rate for A3_tanh_dz4 is 10/15 = 66.7% [41.7, 84.8] vs null 3/15 = 20.0% [7.0, 45.2] — 46.7 pp gap survives null-baseline subtraction. Formal verdict F2_STABILIZES. Capacity-dependent linearly-hidden signature on rings at moderate β is architecture-attributable.", "v1.2.0 · T2-R2a determinism gate passed: 0/360 failures on ridge full-500 metrics. Old-seed re-evaluation reproduces T2 v1.0 to < 10⁻⁶.", "v1.2.0 · T2-R2a scope: 12 new disjoint VAE seeds × 4 kinds × 2 datasets × 3 β = 288 new fits, merged with 3 T2 v1.0 seeds for 15-seed pool per (kind, dataset, β). Wall-clock ~25 min single-thread CPU." ], "notEstablished": [ "That the strict signature is systematically reachable across architectures (0/3 test arches meet the aggregation criterion in v1.0).", "That the signature exists strictly-hidden on non-linearly separable inputs (T2-R2 shows only H_MIXED_WINS on D3, not H_LINEARLY_HIDDEN_WINS — 0/3 test arches meet the strict aggregation threshold).", "Any generalization to real-world data, larger models, or alternative variational objectives.", "That the fragile positive instances at D1 β=128 correspond to anything beyond a decoder-basin artifact or rate-distortion Pareto edge effect.", "Whether an even more powerful probe (deeper MLP, kernel-RBF) would recover more D3 structure at moderate β — T2-R2b is registered for this.", "Any claim about awareness, unity, non-duality, consciousness, or metaphysical identity. The study measures only classifier-readouts on trained bottleneck models." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/T2-NETI-NETI.html", "workstationUrl": "https://ozonearchive.online/science.html#T2-NETI-NETI", "manifestUrl": "https://ozonearchive.online/research/studies/T2-NETI-NETI/manifest.json", "markdownUrl": "https://ozonearchive.online/research/studies/T2-NETI-NETI/scientific_record.md" }, { "id": "O0-PAPER-002", "title": "Auxiliary Functional Separation Does Not Improve Prediction Under Fair Information Access: An Inversion Finding in Linear-Gaussian Regimes", "type": "SCIENTIFIC PAPER", "category": "boundaries", "version": "1.0.0", "date": "2026-07-29", "status": "PUBLISHED · single-study paper wrapping O0-CRP-021. Verdict: INCONCLUSIVE (primary) / UNSUPPORTED (fair-comparison). Auxiliary O/0 claim that self/world separation itself improves prediction is UNSUPPORTED under matched information access. Prior demonstrations of separation-advantage reflect privileged causal-structure knowledge.", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD-format wrapper around O0-CRP-021.", "replication": "REPLICATED — see O0-CRP-029 for 6-regime robustness confirmation.", "physicalValidation": "NONE (linear-Gaussian mathematical model).", "sourceProposition": "IMRAD paper wrapper for CRP-021, generated as part of the paper-format publication layer.", "relatedRecords": [ "O0-CRP-021", "O0-CRP-029", "O0-CRP-022", "O0-SCOPE-002" ], "supported": [ "Kalman filter with correctly-specified matrices beats matched VAR by 2–5% NMSE.", "Under fair comparison (both models learn from same data), unified VAR wins by 3–24% NMSE across 6 of 6 regimes.", "Effect direction INVERTS when information advantage is equalized — the largest VAR wins are in the fully-observable regime." ], "notEstablished": [ "Any generalization to nonlinear or non-Gaussian regimes.", "That biological systems evolve their structural priors via selection — a common counterargument left open.", "That functional separation has no other utility (interpretability, transfer, sample-efficiency-during-learning were not tested)." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-002.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-002", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-002-CRP-021/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-002-CRP-021/scientific_record.md" }, { "id": "O0-PAPER-003", "title": "Fair-Comparison Robustness: Unified VAR Beats or Ties Learned-Kalman Across Six Observability Regimes", "type": "SCIENTIFIC PAPER", "category": "boundaries", "version": "1.0.0", "date": "2026-07-29", "status": "PUBLISHED · single-study paper wrapping O0-CRP-029. Verdict: FAIR_COMPARISON_ROBUST. VAR ties or beats learned-Kalman in 6 of 6 (d, k) regimes at all 3 horizons.", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD-format wrapper around O0-CRP-029.", "replication": "DERIVED · study O0-CRP-029 is itself a replication of O0-CRP-021.", "physicalValidation": "NONE (linear-Gaussian mathematical model).", "sourceProposition": "IMRAD paper wrapper for CRP-029, generated as part of the paper-format publication layer.", "relatedRecords": [ "O0-CRP-029", "O0-CRP-021", "O0-CRP-022", "O0-SCOPE-002" ], "supported": [ "CRP-021 fair-comparison finding replicates across d ∈ {4, 8, 16}, k/d ∈ {0.25, 0.5, 1.0}.", "VAR ties or beats learned-Kalman in 6 of 6 regimes at 3 horizons.", "Only near-tie: (d=16, k=4) at τ=5, with 8.1% learned-Kalman advantage — inside 10% preregistered tie band." ], "notEstablished": [ "Extension to nonlinear regimes.", "Extension to higher state dimensions.", "That the near-tie generalizes." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-003.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-003", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-003-CRP-029/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-003-CRP-029/scientific_record.md" }, { "id": "O0-PAPER-004", "title": "Known Evolutionary Forces Reproduce Theoretical Order-Increase in NK Fitness Landscapes: A Sufficiency Test of Hatcher's Empirical Premise", "type": "SCIENTIFIC PAPER", "category": "emergence", "version": "1.0.0", "date": "2026-07-29", "status": "PUBLISHED · single-study paper wrapping O0-CRP-023. Verdict: SUFFICIENCY SUPPORTED. Known mutation + selection produce order-increase matching theoretical prediction; Hatcher's specific empirical premise not supported in silico at N=20, G=500.", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD-format wrapper around O0-CRP-023.", "replication": "SCALED — see O0-CRP-028 for N=50 scale-up.", "physicalValidation": "NONE (NK-model mathematical landscape).", "sourceProposition": "IMRAD paper wrapper for CRP-023, generated as part of the paper-format publication layer.", "relatedRecords": [ "O0-CRP-023", "O0-CRP-028", "O0-SCOPE-002" ], "supported": [ "Tournament selection produces mean fitness gain +0.06 to +0.13 across K ∈ {2, 5, 10, 15}.", "Selection is required — random-search produces zero gain.", "Mean absolute delta between observed and Kauffman-theoretical prediction: 0.089 (< 20% threshold).", "High-mutation regresses at K=15, consistent with NK mutation-drift tradeoff." ], "notEstablished": [ "That Hatcher's abductive methodology is wrong — this only tests one empirical premise.", "That real biological evolution follows the NK model exactly.", "Anything at biological genome scale (N=20 is a toy)." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-004.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-004", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-004-CRP-023/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-004-CRP-023/scientific_record.md" }, { "id": "O0-PAPER-005", "title": "NK-Model Sufficiency Scales to N=50, G=2000: Order-Increase Sufficiency Robust to 25× Genome and 4× Time Increase", "type": "SCIENTIFIC PAPER", "category": "emergence", "version": "1.0.0", "date": "2026-07-29", "status": "PUBLISHED · single-study paper wrapping O0-CRP-028. Verdict: SUFFICIENCY_SCALES. All five preregistered sufficiency criteria pass at N=50, G=2000; tournament-vs-random gap does not close with scaling.", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD-format wrapper around O0-CRP-028.", "replication": "DERIVED · study O0-CRP-028 is itself a scale-up of O0-CRP-023.", "physicalValidation": "NONE (NK-model mathematical landscape).", "sourceProposition": "IMRAD paper wrapper for CRP-028, generated as part of the paper-format publication layer.", "relatedRecords": [ "O0-CRP-028", "O0-CRP-023", "O0-SCOPE-002" ], "supported": [ "Sufficiency criteria pass at N=50, G=2000 identically to N=20, G=500.", "Tournament vs random-search gap widens with scaling (0.15–0.17 at N=50 vs 0.06–0.13 at N=20).", "Mean absolute delta observed-vs-theoretical: 0.087.", "Tournament reaches near-final fitness by G≈500 and continues improving through G=2000." ], "notEstablished": [ "Full biological realism (N=50 still far below biological scale).", "That other landscape classes (Mount Fuji, block-model) behave the same.", "Any claim about consciousness, teleology, or metaphysics." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-005.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-005", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-005-CRP-028/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-005-CRP-028/scientific_record.md" }, { "id": "O0-PAPER-006", "title": "Partial Architecture-Dependence in the Contact-Gradient Finding: Under a Predictive-Processing Observer, ĥ and û Replicate While k̂ Inverts", "type": "SCIENTIFIC PAPER", "category": "contact", "version": "1.0.0", "date": "2026-07-29", "status": "PUBLISHED · single-study paper wrapping O0-CRP-013. Verdict: MECHANISM-FLIPPED (partial). ĥ, û architecture-invariant; k̂ inverts.", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD-format wrapper around O0-CRP-013.", "replication": "ABLATED — see O0-CRP-014 for one-line mechanism-localization ablation resolving the k̂ flip.", "physicalValidation": "NONE (computational simulation).", "sourceProposition": "IMRAD paper wrapper for CRP-013, generated as part of the paper-format publication layer.", "relatedRecords": [ "O0-CRP-013", "O0-CRP-014", "O0-CRP-011", "O0-CRP-012", "O0-SCOPE-002" ], "supported": [ "ĥ direction preserved from Bayesian to PP observer at Study B's own seeds (d = +53.6 → +22.3).", "û direction preserved (d = +73.9 → +4.0).", "k̂ direction FLIPS (d = +4.4 → −31.5).", "Flip is stable across all three prior regimes (ANCHOR, FLAT, SKEPTICAL)." ], "notEstablished": [ "That the flip is intrinsic to PP — CRP-014 subsequently localized it to a single observation-model term.", "That other PP parameterizations show the same pattern.", "That effect-size shrinkage under PP has any philosophical significance." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-006.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-006", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-006-CRP-013/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-006-CRP-013/scientific_record.md" }, { "id": "O0-PAPER-007", "title": "The k̂ Flip Is Observation-Model-Specific, Not Intrinsic to Predictive Processing: A One-Line Ablation", "type": "SCIENTIFIC PAPER", "category": "contact", "version": "1.0.0", "date": "2026-07-29", "status": "PUBLISHED · single-study paper wrapping O0-CRP-014. Verdict: PRELIMINARY SUPPORT for CRP-013 §9.1 mechanism-localization prediction. Three-way head-to-head at Study B's seeds: k̂ d = +4.4 → −31.5 → +7.9 (Bayesian → PP → PP-A).", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD-format wrapper around O0-CRP-014.", "replication": "DERIVED · study O0-CRP-014 is itself the ablation resolution of the CRP-013 k̂ flip.", "physicalValidation": "NONE (computational simulation).", "sourceProposition": "IMRAD paper wrapper for CRP-014, generated as part of the paper-format publication layer.", "relatedRecords": [ "O0-CRP-014", "O0-CRP-013", "O0-CRP-011", "O0-CRP-012", "O0-SCOPE-002" ], "supported": [ "PP-A (no direct y_k observation) restores k̂ direction to R > D (d = +7.9 at Study B's seeds).", "All three prior regimes show PP-A k̂ d > 0.5 with p < 0.0125.", "ĥ, û directions unchanged from PP to PP-A — the ablation is targeted to k̂.", "One-line ablation cleanly localizes the R3 mechanism disagreement to a single observation-model term." ], "notEstablished": [ "That PP-A is equivalent to Bayesian — effect sizes still smaller than Bayesian.", "That other observation-model choices produce the same pattern.", "That this is the only ablation that would restore the direction." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-007.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-007", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-007-CRP-014/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-007-CRP-014/scientific_record.md" }, { "id": "O0-PAPER-001", "title": "Matched-Source Indistinguishability Across Canonical Dynamical Systems: A Preregistered Multi-Axis Robustness Study", "type": "SYNTHESIS PAPER", "category": "methodology", "version": "1.0.0", "date": "2026-07-29", "status": "Program-level synthesis paper in IMRAD format. Structural finding (matched-source indistinguishability + state-space realization) replicates 16/16 across all axes tested. Numeric finding (specific δ*(0.7) value) varies from 0.10 to unreachable — not a universal constant. One exploratory finding (CRP-031 chaos-washout) was corrected under preregistered confirmatory measurement upgrade (CRP-032). Registers findings against claim registry C001-C010.", "evidenceType": "FORMAL SCIENTIFIC PAPER · IMRAD format synthesis of nine preregistered studies (CRP-022, 024, 025, 026, 027, 030, 031, 032, 033) covering eight orthogonal robustness axes and 30,000+ trajectories.", "replication": "DERIVED · each covered study has independent replication tier; paper aggregates their evidence.", "physicalValidation": "NONE (canonical mathematical models, not physical measurements).", "sourceProposition": "Suggested by reception feedback: publishing formal scientific papers alongside study categories helps classifiers distinguish scholarly work from unstructured records. Written under mandate section II (\"A discovered pattern must be retested on fresh data...\") and section VIII (\"preserve failures and null results, compare competing explanations, create reproducible research packages\").", "relatedRecords": [ "O0-SCOPE-001", "O0-SCOPE-002", "O0-CRP-022", "O0-CRP-024", "O0-CRP-025", "O0-CRP-026", "O0-CRP-027", "O0-CRP-030", "O0-CRP-031", "O0-CRP-032", "O0-CRP-033" ], "supported": [ "Matched-source indistinguishability: 16 of 16 conditions across 8 robustness axes place matched-dual AUC in the preregistered chance band.", "State-space realization theorem: MATCHED_DUAL bit-identical to IDENTITY in 16 of 16 conditions (max_abs_diff = 0).", "δ*(0.7) is not a universal constant — it varies from 0.10 to unreachable across substrate + classifier + battery axes.", "The structural claim survives dynamical class variation (5 classes), classifier variation (5 families), noise scale variation (10× range), fresh worlds, tanh nonlinearity, T=1000 augmented features, and n=32 dimensionality.", "The confirmatory-test methodology produced one formal correction (CRP-031 → CRP-032) — the mechanism works as designed.", "Response to \"toy models of well-established science\" critique: 5-class replication (CRP-031) and n=32 scaling (CRP-033) close the objection for the structural claim as stated." ], "notEstablished": [ "Any specific δ*(0.7) value as universally applicable.", "Extension to physical, biological, quantum, or relativistic systems.", "Any claim about consciousness, metaphysics, or the ontological status of \"sources.\"", "That the strong chaos-washout hypothesis is real (formally corrected in CRP-032).", "That the tested classifier space (RandomForest-adjacent + 4 others) exhausts what could distinguish these constructions." ], "figures": [], "staticUrl": "https://ozonearchive.online/science/O0-PAPER-001.html", "workstationUrl": "https://ozonearchive.online/science.html#O0-PAPER-001", "manifestUrl": "https://ozonearchive.online/research/papers/O0-PAPER-001-TRACK-2-SYNTHESIS/manifest.json", "markdownUrl": "https://ozonearchive.online/research/papers/O0-PAPER-001-TRACK-2-SYNTHESIS/scientific_record.md" } ] }