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EvaluationMedium· Benchmarking· Model Capability· Future-proofing
Humanity’s Last Exam says it will be the hardest benchm...
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See plansBenchmarks inevitably face saturation as model capabilities improve by orders of magnitude. Furthermore, Humanity’s Last Exam (HLE) suffers from creator-selection bias, focusing on questions that researchers find difficult rather than those representative of actual user needs. While it serves as a signal for ceiling capability, it is not a reliable indicator of how a model will perform in a real-world deployment.