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Your eval score went from 89% to 92%. That's not an improvement. ⚡ At 100 test cases, your margin of error is roughly ±8 points. A 3-point win is noise. Most teams ship on numbers that can't survive a stats check. 12 AI evaluation concepts — the method, not the tooling 👇 🟢 THE SET 1. Golden set — expected behaviour, written down and versioned. 2. Slices — 92% overall, 61% on long context. The average is where failures hide. 3. Sample size — n=100 means ±8 points. You need ~1,000 cases to detec
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