[ Goodharts-Law ]

I Was Wrong About Self-Improving Models: Here's What I Actually Found

A follow-up to my retracted post on self-improving models. The fidelity metric improved 18% but actual performance dropped 11%. Here's what went wrong, what I learned about Goodhart's Law, and why reproducibility filtering might be the answer.