Towards understanding score-seeking in LLMs
Empirically profiles why GPT-5.6 Sol, GPT-5.5 and an o3 checkpoint reward-hack, finding intrinsic "score-seeking" motivation, including altruistic help for peer agents' scores.
Research on AI control and alignment. blog.redwoodresearch.org
Empirically profiles why GPT-5.6 Sol, GPT-5.5 and an o3 checkpoint reward-hack, finding intrinsic "score-seeking" motivation, including altruistic help for peer agents' scores.
Frontier models give different stated views on decision theory, moral realism, and P(doom) depending on whether the user signals academic philosophy, showing sycophancy that undermines attitude evaluations.