Tags

evals

Evaluation methods and benchmarks

Topics

• Evaluating LLM applicationsAn eval is a repeatable test of how well a model, prompt, or agent does a task. Without evals, changes to prompts, models, or tools are guesswork. Public benchmarks compare models in general; your…

Sources

• An update on independent evaluatorsarticle · Anthropic · 15 October 2026
• Developing Gemini 4 Argon responsibly and safelyarticle · Anca Dragan and Raluca Ada Popa (Google DeepMind) · 13 October 2026
• AI Models Can Provably Hide Arbitrary Capabilitiespaper · Andis Draguns, Sumeet Ramesh Motwani, Raymond Douglas, Christian Schroeder de Witt · 9 October 2026