GoalOS Demonstrates 3rd-Gen Recursive Self-Improvement
Ghost_Pilot_MD · x · 2026-07-16
This repost introduces GoalOS / AIDE², focusing on advancing recursive self-improvement (RSI) and evolution at the "agent operating system" level.
Key Information
- The goal isn't simply to improve a single agent, but to enable capabilities like jobs, tools, validators, memory, governance to propagate across generations.
- The author claims to have run a 3rd-generation, same-constraint, cross-task migration demo, providing three independent browser playbacks.
- The emphasis is that this isn't just "verbal self-improvement," but evolution with a "proof chain."
- The quote also mentions that by automatically researching its own research agent, after 8 consecutive days of training, it outperformed a manually tuned harness on held-out benchmarks that took two years to tweak.
Related event: AIDE² Self-Improvement Run Beats 2 Years of Manual Tuning(12 posts)→
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