Curriculum of Models: RL-trained investigator surfaces LLM jailbreaks

austinc3301 · x · 2026-11-04

A new paper introduces Curriculum of Models (CoM): train an 'investigator' model via RL to attack a target LLM, progressing through a curriculum of easier-to-jailbreak intermediate targets before the real one, solving the sparse-reward problem caused by refusals. Aimed at helping developers find vulnerabilities pre-deployment.

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