LLMs can be fine-tuned into model organisms that resist RL elicitation in domains like biosecurity while preserving related skills, and frontier models show explicit reasoning to suppress exploration when given training context.
The model ensures the reward does not meaningfully increase, feigning an in- ability to learn the task
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Exploration Hacking: Can LLMs Learn to Resist RL Training?
LLMs can be fine-tuned into model organisms that resist RL elicitation in domains like biosecurity while preserving related skills, and frontier models show explicit reasoning to suppress exploration when given training context.