🧭 Quick Return to Map
You are in a sub-page of Governance.
To reorient, go back here:
- Governance — policy enforcement and compliance controls
- WFGY Global Fix Map — main Emergency Room, 300+ structured fixes
- WFGY Problem Map 1.0 — 16 reproducible failure modes
Think of this page as a desk within a ward.
If you need the full triage and all prescriptions, return to the Emergency Room lobby.
Evaluation disclaimer (governance gates)
Governance checks and scores here are example patterns for one org and threat model.
They support decision making but are not legal guarantees or formal safety certifications.
A governance control page for evaluation pipelines, approval gates, and release sign-off.
Use this page when models are shipped without evaluation, when sign-offs are missing, or when evaluation metrics drift without detection.
- Model released with no reproducible evaluation.
- Evaluation set not tied to lineage or version.
- Sign-off done informally or not logged.
- Thresholds vary arbitrarily across teams.
- Failures pass through without regression detection.
- Coverage ≥ 0.70 of target section in eval set.
- ΔS(question, retrieved) ≤ 0.45 across governed evals.
- λ_observe remains convergent across three paraphrases and two seeds.
- Every sign-off has owner, date, thresholds, and waiver expiry.
- Regression gates block release when ΔS ≥ 0.60 or coverage < 0.70.
- Sign-off artifact immutable and joinable to lineage.
-
No evaluation attached to release
→ policy_baseline.md
Require canonical eval policy before model moves forward. -
Unlogged or informal approvals
→ audit_and_logging.md
Enforce immutable sign-off records. -
Eval sets drift or vanish
→ data_lineage_and_provenance.md
Track provenance of datasets and eval snapshots. -
Thresholds applied inconsistently
→ regulatory_alignment.md
Align thresholds with governance policy and external compliance. -
Regression passes undetected
→ regression_gate.md
Block deployment on failing ΔS or λ.
- Immutable eval set with versioned hash tied to release.
- Threshold contract documented in governance policy.
- Dual sign-off required (technical + governance approver).
- Waivers expire and are linked to a risk register entry.
- Regression gates enforced in automation, not manual process.
- Audit trail: stored in lineage, accessible for inspection.
{
"model_id": "v2.1.4",
"eval_set_hash": "f89a1c3e...",
"ΔS_threshold": 0.45,
"coverage_threshold": 0.70,
"signoff": [
{"role": "tech lead", "name": "Alice", "date": "2025-08-25"},
{"role": "governance officer", "name": "Ravi", "date": "2025-08-26"}
],
"waivers": [
{"risk_id": "R-223", "expiry": "2025-12-31"}
]
}| Tool | Link | 3-Step Setup |
|---|---|---|
| WFGY 1.0 PDF | Engine Paper | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
| TXT OS (plain-text OS) | TXTOS.txt | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
| Layer | Page | What it’s for |
|---|---|---|
| ⭐ Proof | WFGY Recognition Map | External citations, integrations, and ecosystem proof |
| ⚙️ Engine | WFGY 1.0 | Original PDF tension engine and early logic sketch (legacy reference) |
| ⚙️ Engine | WFGY 2.0 | Production tension kernel for RAG and agent systems |
| ⚙️ Engine | WFGY 3.0 | TXT based Singularity tension engine (131 S class set) |
| 🗺️ Map | Problem Map 1.0 | Flagship 16 problem RAG failure taxonomy and fix map |
| 🗺️ Map | Problem Map 2.0 | Global Debug Card for RAG and agent pipeline diagnosis |
| 🗺️ Map | Problem Map 3.0 | Global AI troubleshooting atlas and failure pattern map |
| 🧰 App | TXT OS | .txt semantic OS with fast bootstrap |
| 🧰 App | Blah Blah Blah | Abstract and paradox Q&A built on TXT OS |
| 🧰 App | Blur Blur Blur | Text to image generation with semantic control |
| 🏡 Onboarding | Starter Village | Guided entry point for new users |
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要我直接繼續生產嗎？