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Humanity's Last Exam

A Multi-Modal Benchmark at the Frontier of Human Knowledge
Book • 2025
Humanity's Last Exam (HLE) is a benchmarking project aimed at assessing the capabilities of large language models (LLMs) across a wide range of subjects, including mathematics, humanities, and the natural sciences.

Developed by over a thousand experts globally, HLE consists of 3,000 questions that are multiple-choice and short-answer, suitable for automated grading.

Each question has a known, unambiguous solution that cannot be quickly answered via internet retrieval.

The benchmark highlights the significant gap between current LLM capabilities and expert human knowledge, providing a critical tool for research and policymaking in AI development.

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