AI-written critiques help humans notice flaws

In three linesOpenAI trains critique-writing models to describe flaws in summaries. Human evaluators detect significantly more flaws when shown AI-generated critiques. Larger models excel at self-critique, with scale improvements greater for critique than summary generation.

Summary generated by Claude — human-verified