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145 lines
8.2 KiB
Markdown
145 lines
8.2 KiB
Markdown
# Knowledge Expiry — Enterprise Knowledge Governance
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Enterprise_Knowledge_Gov**.
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> To reorient, go back here:
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>
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> - [**Enterprise_Knowledge_Gov** — corporate knowledge management and governance](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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Guardrails and fix patterns to handle the **expiry, staleness, or invalidation** of enterprise knowledge inside AI pipelines. Use this page when retrieved data may be out of date, unmaintained, or legally required to expire.
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---
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## When to use this page
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- RAG retrieves documents that are outdated but still present in the index.
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- Policies require document expiry (e.g., 3-year rotation, GDPR “right to be forgotten”).
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- Model cites knowledge that has been deprecated.
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- Knowledge base retains drafts or revoked versions.
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---
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## Core acceptance targets
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- Every document has an explicit `expiry_date` or `revision_hash`.
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- Retrieval never selects content beyond expiry.
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- Expired or revoked documents fully deleted from vector stores.
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- Audit logs record expiry enforcement at retrieval time.
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---
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## Typical expiry problems → exact fix
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| Symptom | Likely cause | Open this |
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|---------|--------------|-----------|
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| Outdated answers from old policies | No expiry metadata on ingestion | [data-contracts.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md) |
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| Deprecated snippets retrieved | Index not refreshed after content change | [retrieval-playbook.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md) |
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| Conflicting answers (old vs new) | Stale embeddings and no version hashing | [context-drift.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md) |
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| Expired docs still cited | Traceability schema missing `expiry_date` | [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) |
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---
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## Fix in 60 seconds
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1. **Add expiry metadata** on ingestion:
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```json
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{
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"document_id": "policy-123",
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"revision_hash": "ab89e...",
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"expiry_date": "2026-01-01"
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}
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````
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2. **Drop expired docs** from index during nightly rebuilds.
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3. **Enforce live expiry check** at retrieval:
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* Reject snippets where `expiry_date < today`.
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* Log `expired=true` in audit record.
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4. **Verify ΔS stability** only against valid revisions.
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---
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## Copy-paste probe template
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```txt
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You have TXTOS and the WFGY Problem Map loaded.
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My RAG system retrieved:
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- doc_id, revision_hash, expiry_date
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Task:
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1. Drop all snippets past expiry_date.
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2. Log ΔS(question,retrieved), λ_state, and expired flag.
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3. If expired=true, cite the Problem Map page to rebuild the index.
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Return JSON: { "valid_snippets": [...], "expired_snippets": [...], "ΔS": 0.xx, "λ_state": "<>", "next_fix": "..." }
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```
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---
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## Escalate when
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* Same query alternates between expired and valid docs.
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* Expired documents remain in retrieval despite metadata.
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* Audit logs show `expiry_date` ignored during reranking.
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For deeper cases, apply [bootstrap-ordering.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) to enforce correct load order and [ops/debug\_playbook.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/debug_playbook.md) for runtime tracing.
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---
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### 🔗 Quick-Start Downloads
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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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要我直接繼續生嗎？
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