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Prompt and Circumstance: Why One Accuracy Number Is Not a Reliability Audit

Opening — Why this matters now The AI market has learned to worship benchmark tables with the solemnity once reserved for quarterly earnings. One model is up two points on MMLU, another is slightly better at reasoning, a third is cheaper, smaller, faster, and therefore apparently ready to run your compliance workflow by Tuesday. ...

May 7, 2026 · 14 min · Zelina