Articles tagged with “llm-evaluation”

Humanity's Last Exam: The AI Benchmark for LLM Reasoning

Learn about Humanity's Last Exam (HLE), the advanced AI benchmark created to test true LLM reasoning with graduate-level questions that stump current models.

25 min read

10/25/2025

humanitys last exam ai benchmark llm evaluation large language models ai reasoning benchmark saturation ai safety mmlu

MMLU-Pro Explained: The Advanced AI Benchmark for LLMs

Learn about MMLU-Pro, the advanced AI benchmark designed to overcome MMLU's limitations. This guide explains its design, dataset, and impact on LLM evaluation.

40 min read

10/25/2025

mmlu-pro llm evaluation ai benchmark mmlu large language models chain of thought benchmark saturation

GPQA-Diamond Explained: The AI Scientific Reasoning Benchmark

An expert guide to the GPQA-Diamond benchmark, a set of Google-proof questions testing AI on graduate-level scientific reasoning. Learn its purpose and design.

40 min read

10/24/2025

gpqa-diamond ai benchmark scientific reasoning ai evaluation scalable oversight large language models google-proof llm evaluation

HMMT25 Benchmark Explained: Testing AI Math Reasoning

An in-depth analysis of the HMMT25 AI benchmark for testing advanced mathematical reasoning in LLMs. See how models like Grok-4 perform on complex problems.

25 min read

10/21/2025

hmmt25 ai benchmark mathematical reasoning llm evaluation large language models grok-4 artificial intelligence

LLM Evaluation for Biotech: A Methodological Guide

Learn how to build robust LLM evaluation frameworks for biotech. This guide covers key metrics, biomedical benchmarks (BLUE, BLURB), and methods for ensuring ac

95 min read

10/1/2025

llm evaluation biotechnology biomedical nlp ai in healthcare llm benchmarks drug discovery clinical decision support blue benchmark