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61 lines
4.2 KiB
Markdown
61 lines
4.2 KiB
Markdown
# 🩺 Semantic Failure Diagnostic Sheet
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Select the symptom(s) you observe.
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Each entry links to the corresponding solution page in the WFGY Problem Map.
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| # | Symptom | Problem ID | Solution |
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|---|---------|------------|----------|
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| 1 | Model retrieves chunks that look right but answer is wrong/irrelevant | #1 Hallucination & Chunk Drift | [hallucination.md](./hallucination.md) |
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| 2 | Retrieved chunk is correct, yet reasoning chain collapses | #2 Interpretation Collapse | [retrieval-collapse.md](./retrieval-collapse.md) |
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| 3 | Multi‑step tasks drift off topic after a few hops | #3 Long Reasoning Chains | [context-drift.md](./context-drift.md) |
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| 4 | Model answers confidently with made‑up facts | #4 Bluffing / Overconfidence | [bluffing.md](./bluffing.md) |
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| 5 | High cosine similarity but semantic meaning is wrong | #5 Semantic ≠ Embedding | [embedding-vs-semantic.md](./embedding-vs-semantic.md) |
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| 6 | Logic dead‑ends; model resets or loops nonsense | #6 Logic Collapse & Recovery | [symbolic-collapse.md](./symbolic-collapse.md) |
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| 7 | Long conversation: model forgets previous context | #7 Memory Breaks Across Sessions | [memory-coherence.md](./memory-coherence.md) |
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| 8 | Pipeline is opaque; unable to trace failure path | #8 Debugging is a Black Box | [retrieval-traceability.md](./retrieval-traceability.md) |
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| 9 | Attention melts; output incoherent or repetitive | #9 Entropy Collapse | [entropy-collapse.md](./entropy-collapse.md) |
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| 10 | Responses become flat, literal, lose creativity | #10 Creative Freeze | [creative-freeze.md](./creative-freeze.md) |
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| 11 | Formal or symbolic prompts break the model | #11 Symbolic Collapse | [symbolic-collapse.md](./symbolic-collapse.md) |
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| 12 | Self‑reference / paradox crashes reasoning | #12 Philosophical Recursion | [philosophical-recursion.md](./philosophical-recursion.md) |
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| 13 | Multiple agents overwrite or misalign logic | #13 Multi‑Agent Chaos | [multi-agent-chaos.md](./multi-agent-chaos.md) |
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**Tip:** If symptoms are unclear, run a ΔS / λ_observe check.
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Values > 0.6 usually map to problems #1–#4.
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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://zenodo.org/records/15630969) | 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://zenodo.org/records/15788557) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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↩︎ [Back to Problem Index](./README.md)
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<br>
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> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ Help reach 10,000 stars by 2025-09-01 to unlock Engine 2.0 for everyone ⭐ <strong><a href="https://github.com/onestardao/WFGY">Star WFGY on GitHub</a></strong>
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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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<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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