Note: As part of our Preparedness Framework, we are investing in the development of improved evaluation methods for AI-enabled safety risks. We believe that these efforts would benefit from broader input, and that methods-sharing could also be of value to the AI risk research community. To this end, we are presenting some of our early work—today, focused on biological risk. We look forward to community feedback, and to sharing more of our ongoing research. Background. As OpenAI and other model d...