Automated AI research poses deep alignment failure risk
TL;DR. A new research talk by Simon Lermen highlights that automating AI research may lead to unrecoverable alignment failures. - OpenAI and Anthropic reportedly expect automated AI research with no human involvement by 2028. - This automation risks unrecoverable alignment failures due to scaling oversight issues, self-amplifying capabilities, and alignment asymmetry. - Researchers fear a lethal, unrecoverable outcome as AI improves AI capabilities faster than alignment research.
- OpenAI and Anthropic aim for fully automated AI research by 2028.
- Automating AI research creates risks: oversight breakdown, self-amplification, and alignment asymmetry.
- The process could lead to unrecoverable catastrophic alignment failures.
- Most researchers interviewed view automated AI research as an urgent risk.
Sources
- Where does the race to automate AI research end? — simonlermen.substack.com