Good question. I'm not sure. arxiv.org/abs/2310.18512 has a bunch of discussion of mitigations
arxiv.org
Preventing Language Models From Hiding Their Reasoning
Large language models (LLMs) often benefit from intermediate steps of reasoning to generate answers to complex problems. When these intermediate steps of reasoning are used to monitor the activity of ...
