Critical Guide to Reading LLM Benchmark Papers
This guide teaches you to spot misleading benchmark scores, identify saturated/contaminated tests, and use a checklist to critically evaluate LLM release papers. It covers benchmark categories, red flags, and practical interpretation rules.

