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Personally I think LLM benchmarks make agents worse. All these companies chase the benchmarks, overfit, and think being able to cheat at the math olympiad is gonna get us to AGI. Instead researchers should peer in and get me an agent that can reliably count the number of "i"'s in mississippi.
What's the TLDR about how to solve that benchmark problem?