Building Self-Improving AI Models Without Blinding Yourself to Failure

Building Self-Improving AI Models Without Blinding Yourself to Failure I watched Sakana AI publish a self-improving model that achieved a 69.9% win rate over its base version, and my first thought wasn't "this is breakthrough." It was "this will break in production." The method works—but it works b…

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1. 2026-11-09 11:47 · DEV Community — Machine Learning
   Building Self-Improving AI Models Without Blinding Yourself to Failure