#evaluation
Evaluation: 3 AI articles covering evaluation news, analysis, and research
Articles
How UK AISI and EvalEval Are Making AI Benchmark Results Reproducible⭐9
UK AISI and EvalEval are building standards and infrastructure to make AI benchmark results reproducible, traceable, and comparable across institutions.
What Do We Expect from LLMs? A Systematic Map of LLM Benchmark⭐9
This systematic map of 14,767 LLM benchmark papers (2022–2026) reveals shifting capability expectations, rising model participation, and risks of evaluator bias...
Position: Reasoning is a Learnable Rule-Based Process⭐10
Reasoning in AI needs clear definitions. This paper positions it as a learnable rule-based process and proposes best practices for evaluating and communicating ...