AI Scientist, developed by Sakana AI, is an innovative AI system that automates the entire process of scientific research without human intervention. The system leverages large-scale language models (LLMs) to autonomously generate ideas, run experiments, summarize results, and write and peer-review papers. AI Scientist has already generated several papers in the field of machine learning research, including several that suggest interesting new directions, such as “Adaptive Dual-Scale Denoising.

Most notably, AI Scientist differs from traditional approaches in that it is fully automated, completely eliminating human intervention. An additional attraction is its extremely low cost, with a single idea to publication costing approximately $15.

AI scientists are expected to play a particularly important role in AI research in Japan. Japan  ...