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# 📒 Problem #6 · Symbolic Collapse & Abstract Reasoning Failures
# 📒 Problem #11 · Symbolic Collapse & Abstract Reasoning Failures
Recursive logic, layered metaphors, and symbolic prompts overload most LLMs: replies drift, contradict, or dissolve into poetic nonsense.
WFGY keeps abstract chains stable by measuring semantic tension and anchoring each layer in a Tree.