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Your LLM Benchmarks Are Broken: BenchMIRT Shows Why

BenchMIRT introduces a new framework to dissect what LLM benchmarks truly evaluate. It challenges conventional wisdom, revealing that current scores often misrepresent model capabilities and generalize poorly, pushing for more robust and transparent evaluation methods....