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Chrysalis / Blog

Edge AI insights

Technical writing on silicon-verified measurement, hardware validation, and on-device AI energy.

September 12, 2026
Silicon-Verified Edge AI: Why Simulation Results Don't Match Your Chip
Your edge AI model passes simulation. Then it hits the actual chip and fails. This is the gap between simulation and silicon - what causes it, how silicon-verified measurement fixes it, and what MLPerf Tiny and EnergyRunner actually measure.
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