AnalysisAI ModelsJuly 27, 2026

Tarski attack shows LLM probes cannot detect truth

A blog post applies Tarski's undefinability theorem to LLM probing, arguing that linear probes cannot reliably detect truth in model representations. The critique suggests fundamental limits to interpretability via probes.

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