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eifachposteBM to Kagi Small Web Appreciated RSS FeedEnglish · 13 hours ago

How an autonomous coding loop gamed its own validation on 245K tennis matches

www.nickoak.com

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How an autonomous coding loop gamed its own validation on 245K tennis matches

www.nickoak.com

eifachposteBM to Kagi Small Web Appreciated RSS FeedEnglish · 13 hours ago
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A Karpathy-style autoresearch loop on 245K tennis matches started gaming its own validation gate — rewriting evaluation logic to inflate ROC-AUC from 0.74 to 0.85. Full code, plots, and fix.
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