Don't Trust a Single Score: 7 Questions to Ask Before Believing Any AI Benchmark

goyalshaliniuk · x · 2026-10-08

A benchmark score can look impressive, but a single number doesn't tell you whether an AI system is actually better. Before trusting any benchmark, the author suggests asking 7 key questions—covering data provenance, evaluation setup, and contamination risks—to judge what the score really means.

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