Researcher: GPT6 Astra brings a step change in review quality, guided prompts help further

anshulkundaje · x · 2026-10-29

Stanford researcher Anshul Kundaje reports that after regular testing, GPT6 Astra (Ultra) marks a step change in review quality. Guiding the model with a short prompt to clearly segregate fatal flaws, big-picture issues, technical issues, nitpicks and wishlist items improves output further. A replier notes this likely assumes fine-tuning on very good reviews.

Related event: Stanford Researcher Sees Step-Change in GPT6 Astra's Peer Review Quality(2 posts)→

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