AIBearisharXiv – CS AI · 15h ago6/10
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Can LLMs Introspect? A Reality Check
A new arXiv paper challenges recent claims that large language models can introspect and monitor their own internal states. By re-examining two popular evaluation paradigms, researchers demonstrate that LLM success appears to stem from surface-level pattern matching rather than genuine metacognition, with models failing to distinguish between internal state tampering and input manipulation.