Nov 9, 2026Nov 9, 2026 · 16 min read · 11 viewsRecursive Self-Improvement Meets a Strong Baseline AgentExperiments with OpenAI agents examine correctness headroom, efficiency gains, and whether autonomous revision earns its added complexity.16 min read · 11 views