The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

- presents a framework for fully automatic scientific discovery. the AI Scientist can generate research ideas, write code, run experiments, visualize results, and produce and review scientific papers. it has been tested in diffusion modeling, transformer-based language modeling, and learning dynamics, with each paper costing under $15. an automated reviewer confirms that these papers can meet top conference standards. 

https://sakana.ai/ai-scientist/