The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement

  • 类型:arxiv
  • 标识:2609.11873
  • 链接:https://arxiv.org/abs/2609.11873
  • 主分类:engineering
  • 形态:method
  • TLDR:Recursive self-improvement (RSI) enables AI systems to turn experience and feedback into persistent changes that improve both their capabilities and the process of future improvement. We first use the Headroom-Closed Index (HCI) to reveal the problems of existing LLMs, then introduce the RSI concept and its development roadmap: from improvement-execution autonomy, improvement-strategy autonomy, experience-acquisition autonomy, and environment-adaptation autonomy, to recursive meta-improvement. Next we examine RSI across scenarios (e.g., scientific discovery, embodied intelligence, software eng
  • 待LLM分类:是
  • 来源文件
  • /inbox/tom/_candidates/2026-09-16-agent-rag-longcontext-candidates.json