Coherence Under Commitment: Probing Generalization and Vacuous Memorization in LLM Logical Reasoning

Noor Islam S. Mohammad, Mahmudul Hasan

Large language models (LLMs) deployed for logical reasoning in knowledge-intensive domains exhibit a subtle but critical failure: coherence can be vacuously achieved through system…