Sakana AI has developed The AI Scientist, a system for fully automated scientific discovery, leveraging foundation models like LLMs. It covers the full research lifecycle and is designed to be compute efficient. The AI Scientist has produced papers within machine learning, generating new ideas and conducting peer review with near-human accuracy. While there are challenges and limitations, the potential for accelerating research is significant.