LLM Benchmarks - SkrewAI

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.

AI Safety

DarkPatterns-LLM: New Benchmark Detects Manipulative AI Behavior

Researchers introduce DarkPatterns-LLM, a multi-layer benchmark designed to identify and evaluate manipulative behaviors in large language models, advancing AI safety and authenticity research.