Here's something wild. A facial recognition system rated ninety-nine percent accurate can still miss one out of every hundred genuine suspects. And that's under perfect lab conditions.

Read the full article: https://www.caracomp.com/podcasts/what-99-accurate-facial-recognition-actually-means-for-your-case

Here's something that trips up even experienced investigators. The facial recognition failures you see in the news — they're real. But they're describing a completely different problem than what most

Read the full article: https://www.caracomp.com/podcasts/the-face-recognition-error-thats-wrecking-investigations

Imagine a defense attorney turns to you in court and says, "Walk me through exactly how you compared those two faces." Step by step. With documentation. Would you feel confident?

Read the full article: https://www.caracomp.com/podcasts/law-enforcement-isnt-abandoning-face-tech-its-regulating-it

Here's something that might surprise you. The biggest threat to facial recognition investigators isn't bad technology. It's bad paperwork. Biometric privacy law has already trigg

Read the full article: https://www.caracomp.com/podcasts/biometric-law-is-closing-in-what-investigators-must-know-now

What if a system got it right ninety-nine times out of a hundred — and still got ten thousand people wrong? That's not a hypothetical. That's the math law enforcement is dealing with right now.

Read the full article: https://www.caracomp.com/podcasts/when-99-accurate-still-means-thousands-of-wrong-arrests

Imagine this. Six cameras. Twenty-seven faces. A midnight deadline. And a detective who needs to figure out which of those faces actually matter. How do you cut through that kind

Read the full article: https://www.caracomp.com/podcasts/from-27-maybes-to-3-solid-leads-how-facial-comparison-triages-a-case

The math can be perfect. And the wrong person can still end up in handcuffs. That's not a glitch. It's not a broken algorithm. It's a missing step in the human process — and understanding that differe

Read the full article: https://www.caracomp.com/podcasts/face-match-is-a-lead-not-a-verdict

What if the biggest legal threat to facial recognition isn't the technology itself — but a simple misunderstanding about how it's used? Right now, regulators are cracking down hard on face search tools.

Read the full article: https://www.caracomp.com/podcasts/face-search-vs-facial-comparison-why-the-legal-line-matters

What if I told you facial recognition never actually says yes or no? It doesn't deal in certainty. Every single facial "match" is really just a number on a sliding scale — and someone, somewhere, dec

Read the full article: https://www.caracomp.com/podcasts/facial-matches-euclidean-distance-thresholds-explained

What if the facial recognition match that puts someone behind bars — can't survive a basic courtroom challenge? Right now, systems in stadiums, concert venues, and hotels are flagging faces every single day.

Read the full article: https://www.caracomp.com/podcasts/facial-recognition-court-reliability-crisis