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Technology and AI
April 2026 · 5 min

Validating dental software is not the same as testing it

By Mateus Rocha

Testing asks whether the software does what it was built to do. Validation asks whether what it was built to do is the right thing, and whether you can demonstrate that to somebody else.

For clinical and research tools the second question is the one that matters. A tool that produces plausible output and cannot show its reasoning will not be accepted by the people who have to rely on it.

Validation means a defined intended use, a defined population, and evidence that performance holds within both. It is closer to study design than to software engineering, which is why it usually needs both skill sets in the same room.

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