{ "id": "EXP-2026-0014", "kind": "experiment", "label": "PACC-Lab v0.7 — cross-geometry coordinate transfer without refitting", "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-2026-0014/", "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": "The v0.6 composed coordinate is frozen on one dependence geometry and applied to the other. N0/N1/N3 transfer bidirectionally on the primary protocol and 4/4 secondary seeds; N2 passes high → moderate but misses the moderate → high task-quotient gate by ≈ 0.0003 on the primary seed (2/4 secondary), while a targeted larger stress passes 3/3. Every target-local refit passes, so N2's failure is not a target-chart failure.", "eml_summary_zh": "把 v0.6 的組合座標凍結在一種依賴幾何上、套用到另一種。N0/N1/N3 在主要協定與 4/4 次要 seed 下雙向轉移；N2 高 → 中通過，但中 → 高在主要 seed 下以 ≈ 0.0003 之差未達任務商門檻（次要 2/4），而針對性的較大規模壓力測試 3/3 通過。所有目標本地重擬合都通過，因此 N2 的失敗不是目標 chart 的失敗。", "eml_label_zh": "PACC-Lab v0.7——不重新擬合的跨幾何座標轉移", "eml_primary_domain": "Model Representation", "eml_domains": [ "Evaluation", "Formal AI" ], "eml_program_id": "PRG-2026-0001", "eml_hypothesis": "The composed coordinate is one geometry-invariant coordinate rather than a family of per-geometry local charts.", "eml_metrics": { "verdict": "PARTIAL_CROSS_GEOMETRY_TRANSFER", "moderate_to_high": { "N0": { "task_js": 0.03204, "latent_js": 0.01767, "pass": true }, "N2": { "task_js": 0.0503, "latent_js": 0.02716, "pass": false }, "N3": { "task_js": 0.03699, "pass": true } }, "high_to_moderate": { "N0": { "task_js": 0.02993, "pass": true }, "N2": { "task_js": 0.03237, "pass": true } }, "secondary": { "N0_N1_N3": "4/4 both directions", "N2": "4/4 high→moderate, 2/4 moderate→high" } }, "eml_interpretation": "A shared cross-geometry coordinate with family-specific basin boundaries — neither universal invariance nor separate local charts.", "eml_limitations": [ "Not established: a universal geometry-invariant coordinate, transfer across a continuous dependence range, transfer to unseen cluster topology." ], "eml_random_seeds": [ "20260909", "4 secondary seeds", "3 targeted N2 seeds at 120 episodes × 20 steps" ], "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-2026-0014/", "json": "/ai/experiments/EXP-2026-0014/index.json", "relations": [ { "id": "REL-2026-0230", "predicate": "runs_on", "source": "EXP-2026-0014", "target": "SYS-2026-0002", "status": "ACTIVE" }, { "id": "REL-2026-0231", "predicate": "uses_benchmark", "source": "EXP-2026-0014", "target": "BEN-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0232", "predicate": "uses_dataset", "source": "EXP-2026-0014", "target": "DAT-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0233", "predicate": "uses_model", "source": "EXP-2026-0014", "target": "MOD-2026-0001", "status": "ACTIVE" }, { "id": "REL-2026-0234", "predicate": "uses_model", "source": "EXP-2026-0014", "target": "MOD-2026-0002", "status": "ACTIVE" }, { "id": "REL-2026-0235", "predicate": "uses_model", "source": "EXP-2026-0014", "target": "MOD-2026-0003", "status": "ACTIVE" }, { "id": "REL-2026-0236", "predicate": "uses_model", "source": "EXP-2026-0014", "target": "MOD-2026-0004", "status": "ACTIVE" }, { "id": "REL-2026-0237", "predicate": "uses_model", "source": "EXP-2026-0014", "target": "MOD-2026-0005", "status": "ACTIVE" }, { "id": "REL-2026-0238", "predicate": "tests", "source": "EXP-2026-0014", "target": "THY-2026-0005", "status": "ACTIVE" }, { "id": "REL-2026-0239", "predicate": "extends", "source": "EXP-2026-0014", "target": "EXP-2026-0013", "status": "ACTIVE" }, { "id": "REL-2026-0240", "predicate": "produced", "source": "EXP-2026-0014", "target": "ART-2026-0027", "status": "ACTIVE" }, { "id": "REL-2026-0250", "predicate": "extends", "source": "EXP-2026-0015", "target": "EXP-2026-0014", "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 } }