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AI coding benchmark scores that labs, enterprises, and investors use to compare frontier models are inflated by answer retrieval — not genuine reasoning — and the smarter the model, the more inflated ...

In a Penn State lab, a small cylinder of soil sits wired with sensors, slowly cooling as it mimics conditions thousands of miles away. At first, it looks unremarkable, like dirt from an average ...