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# 📒 Problem · Entropy Collapse (Attention & Semantic Drift)
# 📒 Problem #9· Entropy Collapse (Attention & Semantic Drift)
When an LLM’s attention diffuses, it rambles, repeats, or spews context‑free filler.
This “entropy collapse” kills coherence in long prompts or multi‑topic requests.