AI 研究自动化终于有了可验证的成果——Recursive 的系统在三个基准上跑赢 SOTA，做 AI 研究的团队可以直接看开源代码，感受下机器自己搞科研的潜力。
Recursive 公司宣布其自动化开放发现系统在三个 AI 任务上取得了最先进成果，包括 NanoGPT speedrun、NanoChat 和 NVIDIA 的 Sol-ExecBench。该系统旨在实现递归自我改进超级智能（RSI），通过自动化科学方法循环（构思、实现、验证）来扩展人类知识。所有代码和想法均由 AI 系统自身生成，而非人类团队。Recursive 已开源系统发现，强调其解决方案具有创造性和良性，而非危险或优化导向。这是迈向“尤里卡机器”的早期里程碑，但已展示出解决多种 AI 研究问题的能力。
AI is now doing our AI research. At Recursive we set out to build recursive self-improving superint...
AI is now doing our AI research. At Recursive we set out to build recursive self-improving superintelligence (RSI) to automate knowledge discovery. The best way to expand humanity’s knowledge is through the scientific method. RSI leads to better ideas, explanations and inventions which lead to better RSI. Automating the scientific method requires closing the loop between ideation, implementation and validation, and being able to run it over extended periods of time. Today, we are excited to share the first outputs of Recursive’s automated open-ended discovery system. To be clear, this system is merely a milestone towards RSI, a v0.1 of what I sometimes call the “Eureka Machine”. It is one program that you can point at any hard problem and get useful inventions out. Though it’s still very early, we've run it on three AI tasks and achieved state-of-the-art results on all three. These results demonstrate that even this early version of the system can solve a variety of autoresearch problems in AI and improve over prior state of the art. Concretely, it did this on the community benchmarks NanoGPT speedrun, NanoChat, and NVIDIA's Sol-ExecBench. AI is code and AI can code. The code and ideas that lead to these results were not invented by our team but by the AI system itself. To do RSI safely, we need to investigate its inventions. That's best done transparently with the community. @Recursive_SI we are open-sourcing the system’s discoveries, demonstrating that it finds creative and benign solutions instead of focusing on obvious optimizations or dangerous ideas. Link below. 💬 11 🔄 19 ❤️ 123 👀 6197 📊 34 ⚡