Opinion: LLMs Lack Entity Recognition and Stable Cross-Time Reasoning

StewartalsopIII · x · 2026-08-19

The author argues that LLMs lack entity recognition and cannot maintain stable reasoning over time in their use of pronouns. When a model says "you" or "I," it can sometimes be confusing, since we know it doesn't truly understand what those references point to.

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