Reflective Self-Improvement: Can Commonplace Achieve Compounding Gains for Agents?
teortaxesTex · x · 2026-08-16
The article explores reflective self-improvement, arguing that compounding improvements require feedback loops. The author introduces Commonplace, a system that retains natural-language theory to control improvements, but has not yet demonstrated that theory-layer improvements lead to further improvements. It also discusses parallel learning and tool building.
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