Expert commentary on facial recognition, biometrics, and AI technology.
Facial recognition breakthroughs, OSINT strategies, and investigation technology — delivered to your inbox every morning.
No spam. Unsubscribe anytime. We respect your inbox.
Your eyes can be fooled by a perfect deepfake. A facial comparison engine can't — because it's not watching what you see. Here's how likeness detection actually works.
Think blurring a name makes a face "anonymous" under GDPR? A landmark EU court ruling says otherwise — and the implications for anyone handling facial images in case files are significant. Here's the real legal picture.
The EU's Digital Omnibus isn't just a European compliance headache. Within 24 months, it could determine whether your facial comparison evidence holds up in a US courtroom. Here's what's coming.
Biometric privacy enforcement just got real — Spain fined a digital identity provider €950,000 and Illinois BIPA settlements hit $136M in 2025. Investigators have 12–18 months to future-proof their workflows before regulators close the window.
Regulators just drew a hard line between lawful facial comparison and illegal biometric scraping. Investigators who can't explain their workflow in writing are about to have a very bad time in court.
Regulators have tested and proven their enforcement playbook against Big Tech. Now the machinery is turning toward smaller organizations — and most investigators aren't ready.
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 triggers liability — it's what you collect, why, and what happens to the data afterward.
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 losing work to those who can. The clock is already running.
Most investigators think any AI on faces means GDPR trouble. EU regulators are quietly proving that wrong — and the distinction matters enormously for your casework. Here's the line you need to understand.
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-identification capacity of a face changes everything.
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 wrong — and why it matters for every investigator using this technology.
A deepfake costs $10 to generate. Defeating three independent biometric sensors simultaneously costs an attacker something closer to a nation-state budget. Here's the science behind why multimodal biometrics are making single-factor checks obsolete.