Writer uses generate-critique-rewrite loop to fix AI errors instead of forbidding them

ivan_bezdomny · x · 2026-10-04

The author describes his approach to AI-assisted news writing: instead of telling the model not to make mistakes, he has it draft first, then run a critique-and-rewrite pass to correct errors.

His broader point: models carry priors and don't truly understand the physical world, even if they can "build 3D games." He doubts you can fix this one-shot, and plans to experiment with teaching models out of those priors, though fine-tuning might be needed.

Related event: Dev tests show Opus repeatedly repeats the same mistakes despite explicit warnings(5 posts)→

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