#regulatory approval

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A robotic cryo-sample handling arm in a structural-biology cold room, caught mid-transfer with a sample puck lifted just clear of its storage cane, rows of storage canes and a dewar receding behind it

AI for Science and Medicine: A First-Principles Introduction

Consumer AI trains on data the internet made nearly free. Scientific and medical AI does not: its ground truth is scarce and expensive, and its validation bar is slower and more adversarial. This opening piece sets the frame the rest of the series works from.

By Brecht Corbeel · September 21, 2026 · 17 min read

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