How do we know if we’re making progress towards an AI scientist I’ve always been fascinated by the prospect of automating science. In hindsight, it’s my favorite failed project: having several grants, blog posts, and side projects that have been rejected, never posted, and failed to produce anything interesting time and time again. I’ve never been satisfied by any approach to the problem. At its core it’s because automating science is a very ill-posed problem.