{ "generated": "2026-07-27T03:31:03.861Z", "total": 13, "manifests": [ { "study_id": "O0-STUDY-001", "title": "Dissociating Synchronization from Information Integration", "version": "1.1.2", "date": "2026-07-26", "authors": [ "O/0 Research Workspace", "Autonomous investigator (Cursor Opus 4.7)" ], "record_class": "SIMULATION_STUDY", "program": "information-integration", "research_status": "completed", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "primary_metric": "raw pairwise mutual information (Miller-Madow, 12 bins) with circular-shuffle null", "secondary_metric": "conditional MI given Kuramoto mean-field phase (8x8x6 bins) with circular-shuffle null", "primary_metric_verdict": "UNSUPPORTED", "secondary_metric_verdict": "INCONCLUSIVE", "secondary_metric_verdict_history": [ { "version": "1.1.1", "verdict": "PRELIMINARY SUPPORT", "note": "At preregistered bins_z=6 with absolute threshold ⟨cond_mi_excess_C⟩ > 0.10 nats." }, { "version": "1.1.2", "verdict": "INCONCLUSIVE", "note": "Downgraded after bin-count robustness sweep. Direction is stable across bins_z ∈ {4,6,8,10} (Cohen's d ∈ [2.4, 4.1]) but the absolute magnitude falls below the preregistered threshold at bins_z ≥ 8." } ], "top_line_verdict": "UNSUPPORTED", "n_confirmatory_runs": 120, "n_sensitivity_runs": 160, "n_noise_robustness_runs": 160, "n_total_runs": 440, "wall_time_seconds": 115.7, "conditions": [ { "id": "A_common_drive", "label": "A · Common drive", "description": "N=32 Kuramoto oscillators, no direct coupling, shared external periodic drive" }, { "id": "B_sparse_coupled", "label": "B · Sparse coupling", "description": "N=32 Kuramoto oscillators, ER(p=0.12) coupling + spanning cycle, no drive" }, { "id": "C_dense_coupled", "label": "C · Dense coupling", "description": "N=32 Kuramoto oscillators, all-to-all coupling, no drive" }, { "id": "D_independent", "label": "D · Independent", "description": "N=32 Kuramoto oscillators, no coupling, no drive (null control)" } ], "parameters": { "N": 32, "T": 4000, "dt": 0.05, "K_baseline": 2, "sigma_baseline": 0.15, "omega_mean": 1, "omega_std": 0.15, "drive_amplitude": 1.2, "drive_freq": 1, "er_p": 0.12, "burn_in": 800 }, "sensitivity_scan": { "K_values": [ 0.5, 1, 2, 4 ], "seeds_per_cell": 10 }, "noise_scan": { "sigma_values": [ 0.05, 0.15, 0.3, 0.5 ], "seeds_per_cell": 10 }, "seed_bands": { "confirmatory": [ 300000, 300029 ], "sensitivity_K": [ 310000, 310009 ], "noise_robustness": [ 320000, 320009 ] }, "source_records": [ "OA-C005" ], "related_records": [ "O0-HYP-001", "O0-INF-002", "O0-BND-006" ], "philosophical_provenance": { "record": "OA-C005", "proposition": "Separation may be functional and emergent rather than fundamental.", "relationship": "inspiration_only", "disclaimer": "Conceptual provenance is not empirical support." }, "files": { "readme": "README.md", "record": "scientific_record.md", "claim_audit": "claim_audit.md", "literature": "literature_review.md", "research_question": "research_question.md", "hypothesis": "hypothesis.md", "protocol": "protocol.md", "preregistration": "preregistration.md", "formal_model": "formal_model.md", "assumptions": "assumptions.md", "controls": "controls.md", "falsification_criteria": "falsification_criteria.md", "limitations": "limitations.md", "alternative_explanations": "alternative_explanations.md", "replication": "replication.md", "revision_history": "revision_history.md", "summary_json": "results/summary.json", "statistics_csv": "results/statistics.csv", "model_comparison_csv": "results/model_comparison.csv", "interpretation_matrix": "results/interpretation_matrix.md", "checksums": "results/checksums.json", "run_manifest": "runs/run_manifest.csv", "raw_confirmatory": "data/raw/confirmatory.csv", "raw_sensitivity_K": "data/raw/sensitivity_K.csv", "raw_noise_robustness": "data/raw/noise_robustness.csv", "schema": "data/processed/schema.json" }, "figures": [ { "file": "figures/01_scatter_sync_vs_mi.png", "caption": "Per-run scatter: Kuramoto r vs. raw pairwise MI. Conditions A, B, C overlap at high r and high MI — primary dissociation fails." }, { "file": "figures/01b_scatter_sync_vs_cond_mi.png", "caption": "Per-run scatter: r vs. conditional MI given Ψ." }, { "file": "figures/02_condition_bars.png", "caption": "Bar chart of ⟨r⟩ and raw ⟨MI⟩ per condition with 95% CIs." }, { "file": "figures/02b_cond_mi_excess_bars.png", "caption": "Bar chart of ⟨cond_mi_excess⟩ per condition with 95% CIs — the SECONDARY dissociation is visible at bins_z=6 (A ≈ D ≈ 0; B and C elevated). See figure 06 for bin-count sensitivity." }, { "file": "figures/03_mi_observed_vs_null.png", "caption": "Observed raw MI vs. circular-shuffle null per condition." }, { "file": "figures/04_sensitivity_K.png", "caption": "Sensitivity of ⟨r⟩ and ⟨MI⟩ to coupling strength K." }, { "file": "figures/05_noise_robustness.png", "caption": "Robustness of ⟨r⟩ and ⟨MI⟩ to noise σ." }, { "file": "figures/06_bins_z_robustness.png", "caption": "Bin-count robustness of ⟨cond_mi_excess⟩: direction of C > A dissociation is preserved across bins_z ∈ {4,6,8,10}, but absolute magnitude only clears the preregistered 0.10-nat threshold at bins_z ∈ {4,6}. Basis for the secondary-metric verdict downgrade to INCONCLUSIVE." } ] }, { "study_id": "O0-STUDY-002", "title": "Functional Partitioning vs. Monolithic Prediction under Local-Signal Constraints", "version": "1.0.0-pilot", "date": "2026-07-26", "authors": [ "O/0 Research Workspace", "Autonomous investigator (Cursor Opus 4.7)" ], "record_class": "SIMULATION_STUDY", "program": "emergent-boundaries + multiscale-agency", "research_status": "pilot_complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "pilot", "n_seeds": 5, "n_confirmatory_fits": 1125, "n_noise_robustness_fits": 1125, "wall_time_seconds": 733.6, "primary_metric": "held-out test MSE", "primary_metric_verdict": "UNSUPPORTED", "top_line_verdict": "UNSUPPORTED", "verdict_rationale": "Both preregistered adversarial controls won: CE1 (statistical efficiency) dominated at n_train=20000 with d=-17.8 in favor of monolithic; CE2 (convolutional inductive bias) dominated at all n_train values with d=-10.4 in favor of shared-weight conv over locally-partitioned OLS.", "source_records": [ "OA-C001", "OA-C005" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "VII", "proposition": "Functional separation serves evolutionary/practical purposes (local processing, evolution).", "relationship": "operationalization", "disclaimer": "Testing the pragmatic-utility half of a philosophical claim. Refutation of the pragmatic version does not refute the metaphysical version." }, "files": { "record": "scientific_record.md", "claim_audit": "claim_audit.md", "hypothesis": "hypothesis.md", "preregistration": "preregistration.md", "formal_model": "formal_model.md", "assumptions": "assumptions.md", "literature": "literature_review.md", "summary_json": "results/summary.json", "pairwise_effects": "results/pairwise_effects.csv", "checksums": "results/checksums.json", "raw_confirmatory": "data/raw/confirmatory.csv", "raw_noise_robustness": "data/raw/noise_robustness.csv", "xi_calibration": "data/processed/xi_calibration.json" } }, { "study_id": "O0-STUDY-003", "title": "Emergent stable spatial partitions in Gray-Scott reaction-diffusion", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "emergent-boundaries", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "n_seeds": 6, "grid": [ 96, 96 ], "T_steps": 12000, "source_records": [ "OA-C005", "OA-C001" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "VI–VII", "proposition": "Separation is functional and emergent rather than fundamental.", "relationship": "operationalization", "disclaimer": "Establishing that reaction-diffusion can partition a continuum does not establish that O/0 metaphysics is true." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "stability_curves": "results/stability_curves.npz", "figure": "figures/01_gs_partitions_and_stability.png" } }, { "study_id": "O0-STUDY-004", "title": "Ensemble variance reduction — 1/K scaling under independent additive noise", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "collective-prediction", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "analytically_supported", "physical_validation": "n/a", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "n_trials_per_cell": 5000, "source_records": [ "OA-C001" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "VII", "proposition": "Evolution: competition/cooperation between apparent individuals (justifies functional separation).", "relationship": "operationalization", "disclaimer": "Demonstrates one specific quantifiable utility of individuation (noise averaging). Does not thereby validate the metaphysical framing." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_ensemble_1overK.png" } }, { "study_id": "O0-STUDY-005", "title": "Fresh-seed replication of the O0-STUDY-001 conditional-MI direction", "version": "1.0.0", "date": "2026-07-26", "record_class": "REPLICATION", "program": "information-integration", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "fresh_seed_replicated_tier_2", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "FRESH-SEED REPLICATION SUPPORTED (Tier 2)", "n_seeds": 30, "seed_band": [ 400000, 400029 ], "bins_z_values": [ 4, 6, 8 ], "median_d_across_bins": 2.96, "replicates_study": "O0-STUDY-001", "replication_tier": 2, "source_records": [ "OA-C005" ], "philosophical_provenance": { "record": "O0-STUDY-001", "proposition": "The direction of the sync vs. conditional-MI dissociation is a stable feature of the Kuramoto model.", "relationship": "replication", "disclaimer": "Tier-2 replication uses the same code, not an independent implementation. Any shared bug would replicate here too. Tier-3 (reimplementation) is the next step." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json" } }, { "study_id": "O0-STUDY-006", "title": "Observer-scale-dependent partition counts in a stochastic field", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "observer-dependent-partitioning", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "n_seeds": 30, "L": 256, "xi_true": 6, "scales": [ 1, 2, 4, 8, 16, 32 ], "frac_non_increasing": 0.967, "source_records": [ "OA-C005" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "V–VI", "proposition": "Where the boundary between things sits is determined by the observer.", "relationship": "operationalization", "disclaimer": "Demonstrating that coarse-graining changes apparent cluster counts does not imply that all boundaries are observer-dependent or that reality is unified." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_scale_dependence.png" } }, { "study_id": "O0-STUDY-007", "title": "Kuramoto synchronization phase transition (r vs K)", "version": "1.0.1", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "collective-coordination", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "n_seeds": 15, "K_grid": [ 0.5, 1, 1.5, 2, 2.5, 3.5, 5, 7 ], "omega_std": 1, "source_records": [ "OA-C005", "O0-STUDY-001" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "II (Bell / non-locality) + §IV (gamma synchrony)", "proposition": "Collective coherence can spontaneously emerge from local interactions.", "relationship": "operationalization", "disclaimer": "Kuramoto is a stylized mathematical model. Its phase transition does not imply anything about non-local unity or consciousness." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_kuramoto_transition.png" } }, { "study_id": "O0-STUDY-008", "title": "Common-cause creates spurious pairwise correlation; partial correlation recovers real coupling", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "causal-inference-baselines", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "analytically_supported", "physical_validation": "n/a", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "n_seeds": 20, "source_records": [ "OA-C001", "O0-STUDY-001" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "II (correlation across distance) + general theme", "proposition": "The apparent connectedness between two things may be a signature of a shared underlying source rather than of direct connection.", "relationship": "operationalization + methodological baseline", "disclaimer": "Confirms Reichenbach's principle of the common cause and Pearl's do-calculus in a specific quantitative setting. Does not thereby validate any metaphysical framing of shared underlying sources." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_common_cause_confound.png" } }, { "study_id": "O0-STUDY-009", "title": "Small-world topology accelerates Kuramoto synchronization at matched edge count", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "collective-coordination", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "n_seeds": 12, "N": 32, "K_mid": 2.7, "topologies": [ "ring", "smallworld_p015", "random" ], "source_records": [ "OA-C005", "O0-STUDY-007" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "IV", "proposition": "Coordination in the brain (gamma synchrony) is enabled by specific network structure.", "relationship": "operationalization", "disclaimer": "Reproduces a classical result (Watts & Strogatz 1998). The Kuramoto model is not the brain." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_smallworld_sync.png" } }, { "study_id": "O0-STUDY-010", "title": "Can an embedded observer distinguish unified-source from multiple-source universes?", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "source-ontology-identifiability", "research_status": "complete", "evidence_type": "computational_generative_model_study", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "creator_existence_tested": "no", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "INCONCLUSIVE (strict preregistered rule) / PRELIMINARY SUPPORT for primary hypothesis in isolation", "n_exploratory_seeds_per_class": 12, "n_confirmatory_seeds_per_class": 30, "n_universe_classes": 6, "two_class_accuracy_UNIFIED_vs_MULTIPLE": 0.915, "shared_law_correctly_MULT": 0.97, "shared_init_correctly_MULT": 1, "central_broadcast_correctly_MULT": 0.73, "concealed_unity_hidden_frac": 0.13, "source_records": [ "OA-C001", "OA-C005", "O0-STUDY-001", "O0-STUDY-008" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "general framing (§I–§II) — 'one being outside time and space thinking reality into existence'", "proposition": "Reality is generated from one all-encompassing source.", "relationship": "operationalization of a narrow testable fragment", "disclaimer": "The study tests whether embedded observers can detect a shared-latent generative structure in a toy linear-Gaussian universe. It does NOT test whether our universe has one source, whether that source is conscious, whether O/0 is true, or any other metaphysical claim. Conceptual provenance is not empirical support." }, "files": { "record": "scientific_record.md", "preregistration": "preregistration.md", "config": "configs/baseline.json", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "thresholds_frozen": "results/thresholds_frozen.json", "raw_exploratory": "data/raw/exploratory.csv", "raw_confirmatory": "data/raw/confirmatory.csv", "figure_distributions": "figures/01_signature_distributions.png", "figure_confusion": "figures/02_classifier_outcomes.png" } }, { "study_id": "O0-STUDY-011", "title": "Period-doubling bifurcations in the logistic map", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "recursive-systems", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "analytically_supported", "physical_validation": "n/a", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "source_records": [ "OA-C005" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "general — recursive self-reference themes", "proposition": "Recursion produces categorically distinct dynamical regimes.", "relationship": "operationalization + textbook baseline", "disclaimer": "Reproduces Feigenbaum (1978). The finding is a mathematical fact about a specific 1D map." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_bifurcation_diagram.png" } }, { "study_id": "O0-STUDY-012", "title": "Ship of Theseus in a linear dynamical system — attractor identity persistence under gradual component perturbation", "version": "1.0.2", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "distributed-identity", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "prior_versions": [ { "version": "1.0.0", "metric": "PC1 (leading eigenvector)", "verdict": "UNSUPPORTED" }, { "version": "1.0.1", "metric": "ACF cosine, eps=1.00 only", "verdict": "UNSUPPORTED" }, { "version": "1.0.2", "metric": "ACF cosine, eps sweep", "verdict": "PRELIMINARY SUPPORT" } ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "identity persistence themes", "proposition": "Identity can persist across gradual replacement of the components that constitute it.", "relationship": "operationalization + phase-transition characterization", "disclaimer": "Conceptual provenance is not empirical support. The result concerns a specific linear-Gaussian model class only." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_identity_persistence.png" } }, { "study_id": "O0-STUDY-013", "title": "Two-level predictive-coding hierarchy helps on AR(2), not on white noise", "version": "1.0.0", "date": "2026-07-26", "record_class": "SIMULATION_STUDY", "program": "self-models", "research_status": "complete", "evidence_type": "computational_simulation", "replication_status": "internally_unreplicated", "physical_validation": "none", "biological_validation": "none", "exploratory_vs_confirmatory": "confirmatory", "top_line_verdict": "PRELIMINARY SUPPORT", "source_records": [ "OA-C005" ], "philosophical_provenance": { "record": "# The O-0 Phenomenon- A Unified Framework.md", "section": "self-model / predictive-coding themes", "proposition": "A system can benefit from modeling its own prediction errors.", "relationship": "controlled analytical baseline", "disclaimer": "The finding is analytically predictable and validates workspace machinery, not a substantive discovery." }, "files": { "record": "scientific_record.md", "run_script": "src/run_study.py", "summary_json": "results/summary.json", "figure": "figures/01_predictive_coding_gain.png" } } ] }