Machine Heart

Sep 8, 2026 · Artificial Intelligence

MetaRSI-v1: Meta-Recursive Self-Improvement Unifies Model, Data, Harness RSI

MetaRSI-v1 introduces a unified meta-recursive self-improvement architecture that applies recursive self-improvement to the improvement process itself, unifying Model-RSI, Data-RSI, and Harness-RSI via a Loop Kernel with horizontal and vertical orchestration, four coordinating agents, and five laws, demonstrating 10.9-point average gains on a 3B model and 7.3-point gains on frontier models like GPT-5.6 and Claude Opus 5.