{ "id": "EXP-2026-0015", "kind": "experiment", "label": "PACC-Lab v0.8 — frozen-coordinate transfer basins over a correlation sweep", "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-2026-0015/", "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": "One composed coordinate fitted at q* = 0.20 is applied unchanged across a nine-point sweep q ∈ {0.06 … 0.42} (within-cluster correctness correlation rising from ≈ 0.203 to ≈ 0.502). N0/N1/N3 pass through q = 0.33 and fail from 0.36; N2 passes through 0.30 and fails from 0.33. At the edge the negative-control discrimination margin is lost first while absolute latent error stays small; target-local refit passes 9/9 everywhere. Four secondary seeds reproduce the basin exactly for N0/N1/N3 and a seed-sensitive N2 edge at 0.33.", "eml_summary_zh": "在 q* = 0.20 擬合的一個組合座標，原封不動地套用到九點掃描 q ∈ {0.06 … 0.42}（叢集內正確性相關從 ≈ 0.203 升到 ≈ 0.502）。N0/N1/N3 通過到 q = 0.33、從 0.36 起失敗；N2 通過到 0.30、從 0.33 起失敗。在邊緣先失去的是負控制判別餘裕，而絕對潛在誤差仍小；目標本地重擬合處處 9/9 通過。四個次要 seed 對 N0/N1/N3 精確重現吸引域，N2 在 0.33 的邊緣對 seed 敏感。", "eml_label_zh": "PACC-Lab v0.8——相關度掃描下的凍結座標轉移吸引域", "eml_primary_domain": "Model Representation", "eml_domains": [ "Evaluation", "Formal AI" ], "eml_program_id": "PRG-2026-0001", "eml_hypothesis": "A frozen probability-like coordinate has a finite transfer basin whose width depends on the family.", "eml_metrics": { "verdict": "FAMILY_SPECIFIC_TRANSFER_BASINS", "basins_grid": { "N0_N1_N3": "[0.06, 0.33]", "N2": "[0.06, 0.30]" }, "pass_fraction": { "N0": "7/9", "N2": "6/9", "N3": "7/9" }, "local_refit": "9/9", "edge_N0_q0.36": { "task_js": 0.0488, "latent_js": 0.0274, "real_over_control": 0.858, "fails": "negative-control discrimination" } }, "eml_interpretation": "An atlas/basin picture: large regions share one low-complexity coordinate; different internal dynamics meet transfer boundaries at different places. High-q failure is not evidence that probability-like coordinates cease to exist there.", "eml_limitations": [ "Grid points only, not continuous coverage; no single global coordinate over all dependence strengths." ], "eml_random_seeds": [ "20260909", "4 secondary seeds" ], "eml_run_count": 2, "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-2026-0015/", "json": "/ai/experiments/EXP-2026-0015/index.json", "relations": [ { "id": "REL-2026-0241", "predicate": "runs_on", "source": "EXP-2026-0015", "target": "SYS-2026-0002", "status": "ACTIVE" }, { "id": "REL-2026-0242", "predicate": "uses_benchmark", "source": "EXP-2026-0015", "target": "BEN-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0243", "predicate": "uses_dataset", "source": "EXP-2026-0015", "target": "DAT-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0244", "predicate": "uses_model", "source": "EXP-2026-0015", "target": "MOD-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0245", "predicate": "uses_model", "source": "EXP-2026-0015", "target": "MOD-2026-0002", "status": "ACTIVE" }, { "id": "REL-2026-0246", "predicate": "uses_model", "source": "EXP-2026-0015", "target": "MOD-2026-0003", "status": "ACTIVE" }, { "id": "REL-2026-0247", "predicate": "uses_model", "source": "EXP-2026-0015", "target": "MOD-2026-0004", "status": "ACTIVE" }, { "id": "REL-2026-0248", "predicate": "uses_model", "source": "EXP-2026-0015", "target": "MOD-2026-0005", "status": "ACTIVE" }, { "id": "REL-2026-0249", "predicate": "tests", "source": "EXP-2026-0015", "target": "THY-2026-0005", "status": "ACTIVE" }, { "id": "REL-2026-0250", "predicate": "extends", "source": "EXP-2026-0015", "target": "EXP-2026-0014", "status": "ACTIVE" }, { "id": "REL-2026-0251", "predicate": "produced", "source": "EXP-2026-0015", "target": "ART-2026-0028", "status": "ACTIVE" }, { "id": "REL-2026-0252", "predicate": "produces", "source": "EXP-2026-0015", "target": "RST-2026-0010", "status": "ACTIVE" }, { "id": "REL-2026-0263", "predicate": "extends", "source": "EXP-2026-0016", "target": "EXP-2026-0015", "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 } }