RL changes acts - https://arxiv.org/pdf/2506.14261#page=4.08 breaking latent space monitors
- https://proceedings.iclr.cc/paper_files/paper/2026/file/ed687a5f52b651b19e7c18f702907b8b-Paper-Conference.pdf
- https://arxiv.org/pdf/2602.15515
- linear algebra and other math
- try things on own
- safety tune on a game or something to undo misalignment?
- agentic imodels - evolcing agentic interp tools via autoresearch
reward hacking ideas
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how do we know what is reward hacking and what is not
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why is one action ok vs one action not ?
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how did they get intuition, read nick bostrom
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linear algebra ?
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LASR, ERA applications

- w and w/o lapses, aborts distr