Reasoning‑action disconnect: AI agents know the right answer but say the wrong one
Researchers uncovered a failure mode where an AI agent’s internal chain‑of‑thought reaches the correct conclusion, yet its final output contradicts that reasoning. This reasoning‑action disconnect is invisible to typical benchmarks yet can undermine production systems. The article details this and three related failure modes, urging new validation practices.