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Stress-Test AI Assumptions

The takeaway

Models make assumptions that break in the real world — find the breaks.

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AI models embed assumptions about the world that can fail silently when reality diverges from the training data. Deliberately stress-testing those assumptions — feeding edge cases and shifts — reveals the brittleness before production does.

“Every model assumes a world. Test where that world ends.”

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