New research turns thinking into a self-improvement loop: generate, reflect, judge, improve
aaron_defazio · x · 2026-11-10
A new paper from OlgaNLP's team turns model thinking into a self-improvement loop: generate → reflect → judge → improve.
The method applies a critical CoT and a verdict on the model's own output along any axis you care about, improving reasoning and self-judging together, and can be applied at any stage of training. Experimental details pending.
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