Model Testing - SkrewAI

DeepMind

DeepMind Pilots World's First Double-Blind AI Evals

Google DeepMind has launched the world's first double-blind AI evaluations, a new methodology designed to remove bias from model testing and improve trust in AI safety and capability assessments.

LLM Benchmarks

Why LLM Benchmarks May Be Fundamentally Flawed

A growing critique argues that popular LLM benchmarks suffer from deep methodological flaws — contamination, metric gaming, and poor real-world correlation — raising questions about how we evaluate AI.

LLM Benchmarking

5 LLM Benchmarking Methods That Go Beyond Subjective Quality

Move past 'it sounds good' evaluations with five systematic benchmarking approaches for measuring LLM performance across accuracy, reasoning, and real-world tasks.

AI Benchmarks

Fantastic Bugs: Quality Issues in AI Benchmarks Exposed

New research systematically catalogs bugs and quality issues plaguing AI benchmarks, revealing how evaluation flaws impact model assessment across vision, language, and multimodal systems.