🧭 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.
A governance fix page for model documentation, release approvals, and lifecycle stability.
Use this page when your pipeline suffers from undocumented models, ambiguous versions, or uncontrolled release practices.
- No model card exists or is incomplete.
- Release versions drift without recorded owner or changelog.
- Fine-tuned variants override baseline without lineage.
- Models are deployed with no external alignment (license, ethics, bias review).
- No rollback path or immutable artifact storage exists.
- Every model has a published model card ≥ 95% coverage (architecture, data, evals, risks).
- ΔS(question, retrieved) ≤ 0.45 for governed models (stable reasoning layer).
- λ_observe remains convergent across 3 paraphrases and 2 seeds.
- Each release has owner, approval sign-off, risk register entry, and expiry date.
- Rollback from failed release achievable in < 5 minutes.
-
Missing or weak model card
→ policy_baseline.md
Require canonical documentation before deployment. -
Silent fine-tune overrides
→ data_lineage_and_provenance.md
Lock lineage and provenance tracking for each variant. -
Release drifts without governance
→ eval_governance_gates_and_signoff.md
Enforce sign-off and evaluation gates before rollout. -
Rollback impossible in production
→ incident_response_and_postmortems.md
Require hot-standby rollback plans. -
Untracked risks and biases
→ ethics_and_bias_mitigation.md
Align releases with ethics review and risk register.
- Immutable model card published before deploy (architecture, data, evals, known risks).
- Release sign-off requires at least one technical and one governance approval.
- Risk register entry logged with waiver expiry date.
- Audit trail: owner, timestamp, hashes, and changelog must be immutable.
- Rollback plan validated in live drills.
- Periodic reviews (bias, ethics, dataset licenses) every quarter.
| 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？