35-Author arXiv Paper Maps Roadmap Toward Genuine Recursive Self-Improvement
FinanceYF5 · x · 2026-09-16
arXiv paper "The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement" (2609.11873) by 35 authors systematizes RSI research:
- Introduces the Headroom-Closed Index (HCI) to expose limitations of existing LLMs
- Lays out an autonomy roadmap: improvement-execution → improvement-strategy → experience-acquisition → environment-adaptation → recursive meta-improvement
- Examines RSI across scientific discovery, embodied intelligence, and software engineering, each with distinct requirements and paces
- Links RSI research to practical systems and identifies key open challenges
Accompanying stats: of 491 reviewed papers, 75% sit at Levels 1–2 (human-driven improvement) and under 6% reach Level 5.
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