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CSAM Detection Validation

The validation and explainability of automated CSAM detection systems, including the consideration of human rights impacts, security, transparency, fairness, and accountability.

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Jan 15, 2026

What validation and explainability standards are being proposed for automated CSAM detection tools used by platforms and law enforcement?

Regulators, independent researchers, standards bodies and vendors are converging on a picture of validation and explainability for automated CSAM detection that treats accuracy as necessary but not su...