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Mayank Alok
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Data protection, access, credentials and the boundaries between components.
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Jul 26, 2026
Security · AI · 5 min
A small model against a large one on a narrow task: what the mistakes showed
A fine-tuned small model against a large one on the same governance task. The headline gap was inside the error bars. The useful signal was which way each model got things wrong.