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92 lines
6.3 KiB
Markdown
92 lines
6.3 KiB
Markdown
# Governance — Global Fix Map
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A hub for governance controls around AI pipelines. Use this folder when failures are not infra or retrieval bugs, but breakdowns in **policy, approvals, lineage, or compliance**.
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Every page links to a structural WFGY fix and carries measurable acceptance targets so you can verify governance gates in under 60 seconds.
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---
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## When to use this folder
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- Policies are unclear or unenforced.
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- Prompts or models change without sign-off.
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- Data provenance is lost between documents, chunks, embeddings, and answers.
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- PII handling and minimization cannot be proven.
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- License or usage rights are ambiguous.
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- Audit trail or incident response is missing.
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---
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## Acceptance targets
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- Policy coverage ≥ 0.95 across datasets, prompts, models, and eval.
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- ΔS(question, retrieved) ≤ 0.45 for governed outputs.
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- Coverage ≥ 0.70 for target section in evals.
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- λ remains convergent across 3 paraphrases and 2 seeds.
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- Every waiver has expiry and owner.
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- Immutable audit logs joinable to lineage and approvals.
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---
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## Quick routes — per governance page
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- Policy baseline → [policy_baseline.md](./policy_baseline.md)
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- Roles and access (RBAC/ABAC) → [roles_and_access_rbac_abac.md](./roles_and_access_rbac_abac.md)
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- Data lineage and provenance → [data_lineage_and_provenance.md](./data_lineage_and_provenance.md)
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- PII handling and minimization → [pii_handling_and_minimization.md](./pii_handling_and_minimization.md)
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- License and dataset rights → [license_and_dataset_rights.md](./license_and_dataset_rights.md)
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- Prompt policy and change control → [prompt_policy_and_change_control.md](./prompt_policy_and_change_control.md)
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- Model governance: cards and releases → [model_governance_model_cards_and_releases.md](./model_governance_model_cards_and_releases.md)
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- Eval governance: gates and sign-off → [eval_governance_gates_and_signoff.md](./eval_governance_gates_and_signoff.md)
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- Audit and logging → [audit_and_logging.md](./audit_and_logging.md)
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- Audit logs and traceability → [audit_logs_and_traceability.md](./audit_logs_and_traceability.md)
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- Escalation and governance → [escalation_and_governance.md](./escalation_and_governance.md)
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- Ethics and bias mitigation → [ethics_and_bias_mitigation.md](./ethics_and_bias_mitigation.md)
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- Regulatory alignment → [regulatory_alignment.md](./regulatory_alignment.md)
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- Transparency and explainability → [transparency_and_explainability.md](./transparency_and_explainability.md)
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- Incident response and postmortems → [incident_response_and_postmortems.md](./incident_response_and_postmortems.md)
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- Risk register and waivers → [risk_register_and_waivers.md](./risk_register_and_waivers.md)
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---
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### 🔗 Quick-Start Downloads (60 sec)
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| Tool | Link | 3-Step Setup |
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|------|------|--------------|
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| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
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| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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### 🧭 Explore More
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| Module | Description | Link |
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|-----------------------|----------------------------------------------------------|----------|
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| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
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| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
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| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
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| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
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| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
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| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
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| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
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---
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> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —
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> Engineers, hackers, and open source builders who supported WFGY from day one.
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> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
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<div align="center">
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[](https://github.com/onestardao/WFGY)
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[](https://github.com/onestardao/WFGY/tree/main/OS)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
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</div>
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