WFGY/ProblemMap/Diagnose.md

🩺 Semantic Failure Diagnostic Sheet

Select the symptom(s) you observe.
Each entry links to the corresponding solution page in the WFGY Problem Map.

#	Symptom	Problem ID	Solution
1	Model retrieves chunks that look right but answer is wrong/irrelevant	#1 Hallucination & Chunk Drift	hallucination.md
2	Retrieved chunk is correct, yet reasoning chain collapses	#2 Interpretation Collapse	retrieval-collapse.md
3	Multi‑step tasks drift off topic after a few hops	#3 Long Reasoning Chains	context-drift.md
4	Model answers confidently with made‑up facts	#4 Bluffing / Overconfidence	bluffing.md
5	High cosine similarity but semantic meaning is wrong	#5 Semantic ≠ Embedding	embedding-vs-semantic.md
6	Logic dead‑ends; model resets or loops nonsense	#6 Logic Collapse & Recovery	symbolic-collapse.md
7	Long conversation: model forgets previous context	#7 Memory Breaks Across Sessions	memory-coherence.md
8	Pipeline is opaque; unable to trace failure path	#8 Debugging is a Black Box	retrieval-traceability.md
9	Attention melts; output incoherent or repetitive	#9 Entropy Collapse	entropy-collapse.md
10	Responses become flat, literal, lose creativity	#10 Creative Freeze	creative-freeze.md
11	Formal or symbolic prompts break the model	#11 Symbolic Collapse	symbolic-collapse.md
12	Self‑reference / paradox crashes reasoning	#12 Philosophical Recursion	philosophical-recursion.md
13	Multiple agents overwrite or misalign logic	#13 Multi‑Agent Chaos	multi-agent-chaos.md
14	System runs but outputs nothing; no visible error	#14 Bootstrap Ordering Failure	bootstrap-ordering.md
15	System never enters expected state; all actions silently fail	#15 Deployment Deadlock	deployment-deadlock.md
16	Output responds with surface data, but no logic runs behind it	#16 Pre‑Deploy Collapse	predeploy-collapse.md

Tip: If symptoms are unclear, run a ΔS / λ_observe check.
Values > 0.6 usually map to problems #1–#4.

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