Expert commentary on facial recognition, biometrics, and AI technology.
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Regulators just drew a hard line between lawful facial comparison and illegal biometric scraping. Investigators who can't explain their workflow in writing are
Regulators have tested and proven their enforcement playbook against Big Tech. Now the machinery is turning toward smaller organizations, and most investigators
The biggest myth in investigative tech right now: that touching faces with AI means touching a legal landmine. Under EU law, it's not the algorithm that trigger
Regulators across the U.S. and EU are standardizing what lawful biometric use looks like, and investigators who can't document their methodology will start losi
Most investigators think any AI on faces means GDPR trouble. EU regulators are quietly proving that wrong, and the distinction matters enormously for your casew
Stripping names from face images doesn't take them outside GDPR, and recent EU court decisions are making that unmistakably clear. Here's why the re-identificat
A Tennessee grandmother spent six months in a North Dakota jail because police treated an AI facial recognition match as evidence. It wasn't. Here's what went w
A deepfake costs $10 to generate. Defeating three independent biometric sensors simultaneously costs an attacker something closer to a nation-state budget. Here
The Election Commission of India is right to worry about deepfakes. But while regulators obsess over synthetic faces, real facial comparison in actual investiga
If a synthetic face can pass your ID check, would you know? Here's how serious identity teams use controlled deepfakes to find the cracks in their own process,
Professional identity security teams already run structured "red team" exercises against their own facial workflows. Here's how solo investigators can borrow th
A Tennessee grandmother jailed for months. Election regulators warning about deepfakes. This week proved that treating AI output as proof isn't just sloppy, it'
