{ "id": "EXP-2026-0009", "kind": "experiment", "label": "PACC-Lab v0.2 — third family (N3) and adversarial evidence geometry", "created_at": "2026-09-09", "updated_at": "2026-09-09", "values": { "eml_status": "STABLE", "eml_evidence_level": "E3", "eml_object_version": "0.1", "eml_canonical_url": "https://evemisslab.com/ai/experiments/EXP-2026-0009/", "eml_provenance": { "source": "EveMissLab research collection: Adaptive Epistemic Systems (真本體論13)", "extracted_by": "Splice (Claude Code), reading the canonical UTF-8 sources and each lab's own result reports", "extracted_at": "2026-09-11", "generator": "tools/extract_aes/extract.py", "claim_boundary": "status, evidence level and result type follow the source artifact's own stated claim boundary; nothing is upgraded beyond what the report supports" }, "eml_summary": "Adds N3 constraint competition, a nonlinear constraint-field family, plus an adversarial geometry chosen to break additive/log-odds mappings, keeping every v0.1 threshold. N3 reaches Level 3 in all three geometries; N2 keeps agreement 0.8546 and small update/intervention error but its held-out representation JS 0.053327 crosses the 0.05 gate under adversarial geometry, so it is classified behavioural convergence only. Independent families under the linear diagnostic: {N0, N1}, {N2}, {N3}; robust across all three geometries: two.", "eml_summary_zh": "加入非線性約束場家族 N3 約束競爭，以及專門用來破壞加性／log-odds 映射的對抗性幾何，所有 v0.1 門檻不變。N3 在三種幾何下都達 Level 3；N2 在對抗幾何下一致度 0.8546、更新／干預誤差仍小，但 held-out 表徵 JS 0.053327 越過 0.05 門檻，歸為僅行為收斂。線性診斷下的獨立家族：{N0, N1}、{N2}、{N3}；三種幾何下都穩健的：兩個。", "eml_label_zh": "PACC-Lab v0.2——第三個家族（N3）與對抗性證據幾何", "eml_primary_domain": "Model Representation", "eml_domains": [ "Evaluation", "Formal AI" ], "eml_program_id": "PRG-2026-0001", "eml_hypothesis": "A structurally distinct third family also converges, and convergence survives an evidence geometry designed against additive mappings.", "eml_metrics": { "verdict": "THIRD INDEPENDENT FAMILY CONVERGES; ROBUST PACC-A GATE REMAINS OPEN", "adversarial": { "N0": { "agreement": 0.90818, "heldout_js": 0.023921, "level": 3 }, "N2": { "agreement": 0.85455, "heldout_js": 0.053327, "level": 1 }, "N3": { "agreement": 0.90162, "heldout_js": 0.014454, "level": 3 } }, "five_seed_adversarial_level3_rate": { "N0": 1.0, "N1": 1.0, "N2": 0.6, "N3": 1.0 }, "independent_convergent_families": 2, "pacc_a": false }, "eml_interpretation": "Probability-like convergence has a nontrivial basin, not a demonstrated universal attractor: the N3 result weakens the 'disguised additive accumulator' explanation, and N2 shows convergence is not guaranteed for every architecture under every geometry.", "eml_limitations": [ "Independence is supported under the preregistered linear diagnostic only, not proof of deep nonlinear nonequivalence.", "N2's boundary is adversarial sensitivity around the threshold, not a universal phase boundary." ], "eml_random_seeds": [ "20260908", "8 secondary seeds (smaller scale)", "5 adversarial seeds near primary scale" ], "eml_run_count": 3, "eml_result_type": "MIXED", "eml_controls": [ "shuffled-target mapping", "constant prediction", "broken composition (v0.6+)", "target-local refit (v0.7+)" ], "eml_software_environment": "Python; deterministic seeded generators; no network, no LLM.", "eml_reproduction_instructions": "Extract the version's FINAL bundle; python -m pytest -q; run the version's primary script with the recorded seed; docs/PACC_LAB_v0.N_RESULTS.md and docs/EXPERIMENT_PROTOCOL_v0.N.md are inside the bundle.", "eml_completed_at": "2026-09-09", "eml_data_basis": "SYNTHETIC", "eml_model_ids": [ "MOD-2026-0001", "MOD-2026-0002", "MOD-2026-0003", "MOD-2026-0004", "MOD-2026-0005" ], "eml_dataset_ids": [ "DAT-2026-0001" ], "eml_benchmark_ids": [ "BEN-2026-0001" ], "eml_authors": [ "Neo.K (EveMissLab)" ], "eml_ai_collaborators": [ "Sol (GPT-5.6, OpenAI ChatGPT)" ] }, "canonical_url": "https://evemisslab.com/ai/experiments/EXP-2026-0009/", "json": "/ai/experiments/EXP-2026-0009/index.json", "relations": [ { "id": "REL-2026-0169", "predicate": "runs_on", "source": "EXP-2026-0009", "target": "SYS-2026-0002", "status": "ACTIVE" }, { "id": "REL-2026-0170", "predicate": "uses_benchmark", "source": "EXP-2026-0009", "target": "BEN-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0171", "predicate": "uses_dataset", "source": "EXP-2026-0009", "target": "DAT-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0172", "predicate": "uses_model", "source": "EXP-2026-0009", "target": "MOD-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0173", "predicate": "uses_model", "source": "EXP-2026-0009", "target": "MOD-2026-0002", "status": "ACTIVE" }, { "id": "REL-2026-0174", "predicate": "uses_model", "source": "EXP-2026-0009", "target": "MOD-2026-0003", "status": "ACTIVE" }, { "id": "REL-2026-0175", "predicate": "uses_model", "source": "EXP-2026-0009", "target": "MOD-2026-0004", "status": "ACTIVE" }, { "id": "REL-2026-0176", "predicate": "uses_model", "source": "EXP-2026-0009", "target": "MOD-2026-0005", "status": "ACTIVE" }, { "id": "REL-2026-0177", "predicate": "tests", "source": "EXP-2026-0009", "target": "THY-2026-0005", "status": "ACTIVE" }, { "id": "REL-2026-0178", "predicate": "extends", "source": "EXP-2026-0009", "target": "EXP-2026-0008", "status": "ACTIVE" }, { "id": "REL-2026-0179", "predicate": "produced", "source": "EXP-2026-0009", "target": "ART-2026-0022", "status": "ACTIVE" }, { "id": "REL-2026-0180", "predicate": "produces", "source": "EXP-2026-0009", "target": "RST-2026-0007", "status": "ACTIVE" }, { "id": "REL-2026-0191", "predicate": "extends", "source": "EXP-2026-0010", "target": "EXP-2026-0009", "status": "ACTIVE" } ], "snapshot": { "snapshot_id": "AI-SNAPSHOT-v0.1-fe85b9694a45", "created_at": "2026-09-11T05:00:27Z", "format_version": "0.1", "sedb_baseline": "v0.4B contract; static source content/ai/", "generator_version": "evemisslab-com ai_research 0.1", "object_count": 124, "relation_count": 499, "artifact_count": 58 } }