All tags
Topic: "model-verification"
Autoresearch: Sparks of Recursive Self Improvement
claude-3 codex anthropic openai cognition automated-machine-learning coding-agents bug-fixing model-autonomy multi-agent-systems pr-review systems-engineering model-verification karpathy yi_tay jakub_pachocki
RSI covers AI developments from 3/5/2026 to 3/9/2026, highlighting the emergence of LLMs autonomously training smaller LLMs, marking a significant "AutoML moment" in AI progress. Karpathy and Yi Tay discuss "vibe training," where AI models fix bugs and improve code autonomously, suggesting models may soon surpass human debugging efficiency. The report anticipates Jakub Pachocki's Automated AI Research Intern system by September 2026 to accelerate human researchers. On AI Twitter, the focus is on coding agents shifting bottlenecks from implementation to review and verification, with Anthropic's Claude Code Review improving PR review effectiveness significantly, and tools like OpenAI Codex Review and Cognition's Devin Review enhancing code review workflows. Harness engineering is evolving into systems engineering, emphasizing decoupling agent storage from compute for collaborative agent teams.