CaraComp
Log inTry Free
The CaraComp Insider

Intelligence for the Modern Investigator

Daily 10-minute episodes breaking down AI facial recognition, biometric technology trends, and investigative workflows. No fluff, just the math and the methods.

Apple PodcastsSpotifyYouTube

Episodes — Page 7

176 episodes
Deepfake Detectors Promise 96% Accuracy. In the Real World, They Drop to 65%.
Mar 20, 2026•Episode 26•News

Deepfake Detectors Promise 96% Accuracy. In the Real World, They Drop to 65%. | Podcast

A detection tool says it's ninety-six percent accurate. In the lab, maybe. In the real world, that number collapses to somewhere around sixty-five percent. That's barely better t

Listen Now
1,200% Fraud Spike Shows Why Face Matching and Deepfake Checks Must Run in One Workflow
Mar 20, 2026•Episode 25•News

1,200% Fraud Spike Shows Why Face Matching and Deepfake Checks Must Run in One Workflow | Podcast

A twelve hundred percent spike in A.I.-enabled fraud hit financial institutions in twenty twenty-five. But the surge didn't happen because synthetic voices got more realistic. They were already realis

Listen Now
YouTube's Deepfake Shield for Politicians Changes Evidence Forever
Mar 19, 2026•Episode 24•News

YouTube's Deepfake Shield for Politicians Changes Evidence Forever | Podcast

YouTube just handed politicians and journalists a fast-track button to flag and remove deepfake videos of themselves. But actors and athletes got that same button months earlier, back in December. So

Listen Now
Deepfake on Your Desk: How Smart Investigators Use Face Comparison as a First-Pass Filter
Mar 19, 2026•Episode 23•News

Deepfake on Your Desk: How Smart Investigators Use Face Comparison as a First-Pass Filter | Podcast

Automated deepfake detection systems drop to about half accuracy when they're up against real-world fakes. And humans? We score barely better than a coin flip — around six in ten correct. That means

Listen Now
YouTube's Deepfake Detection Tool Just Changed the Rules for Video Evidence
Mar 18, 2026•Episode 22•News

YouTube's Deepfake Tool Changes Video Evidence Rules | Podcast

YouTube just rolled out deepfake detection for government officials, political candidates, and journalists. Not as a research experiment. As a product feature. And it works a lot like Content I.D. —

Listen Now
How Deepfake Detection Actually Works: It's All About Movement
Mar 18, 2026•Episode 21•News

How Deepfake Detection Works: It's About Movement | Podcast

A deepfake can fool your eyes in a single frame. But it can't fake the way your jaw rotates across hundreds of frames. That's the difference modern detection tools actually exploit.

Listen Now
Blurring a Name Doesn't Anonymise a Face: What GDPR Actually Says
Mar 18, 2026•Episode 20•News

Blurring Names Doesn't Anonymise Faces Under GDPR | Podcast

A European court just ruled that the agency which pseudonymises a dataset — swaps names for codes, blurs identifiers — still bears full G.D.P.R. obligations for that data. Not reduced obligations. Fu

Listen Now
EU Digital Omnibus Will Redraw the Rules on Biometric Evidence
Mar 17, 2026•Episode 19•News

EU Omnibus Redraws Biometric Evidence Rules | Podcast

A European grocery chain got hit with a major fine for running facial recognition on shoppers without meeting biometric data rules. That penalty didn't happen under some future law. It happened under

Listen Now
AI Face Match ≠ Probable Cause: A Grandmother Paid the Price
Mar 16, 2026•Episode 18•News

AI Face Match Isn't Probable Cause | Podcast

A grandmother in Tennessee spent six months in jail. The facial comparison algorithm didn't send her there. An investigator who treated a machine's suggestion like a verdict did.

Listen Now
Multimodal Biometrics: Why Face + Fingerprint + Voice Defeats Deepfakes
Mar 16, 2026•Episode 17•News

Multimodal Biometrics: Face + Fingerprint vs Fakes | Podcast

A deepfake costs about ten bucks to make. Defeating three independent biometric sensors at the same time? That pushes into nation-state territory. The gap between those two numbers explains why multim

Listen Now
How to Stress-Test Your Facial Comparison Method Against Deepfakes
Mar 15, 2026•Episode 16•News

Stress-Test Your Facial Comparison vs. Deepfakes | Podcast

What if the face that breaks your investigation isn't from a criminal — but from a machine? A synthetic face built by A.I. can now mimic the exact skin texture, landmark spacing, and micro-asymmetry that trained examiner

Listen Now
AI Facial Recognition Sent an Innocent Grandmother to Jail
Mar 15, 2026•Episode 15•News

AI Facial Recognition Jailed an Innocent Grandmother | Podcast

A grandmother in Tennessee was sent to jail. Facial recognition software said she was a match. She wasn't. And the investigators who arrested her never bothered to check.

Listen Now
NIST Benchmarks Are Impressive. Here's What They Don't Tell Investigators.
Mar 15, 2026•Episode 14•News

NIST Benchmarks: What They Don't Tell Investigators | Podcast

A facial recognition algorithm just scored near-perfect accuracy on a national benchmark. Then an investigator ran it on real surveillance footage. And the results weren't even

Listen Now
What "99% Accurate" Facial Recognition Actually Means for Your Case
Mar 15, 2026•Episode 13•Education

What 99% Accurate Facial Recognition Means for Cases | Podcast

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.

Listen Now
The Face Recognition Error That's Wrecking Investigations
Mar 14, 2026•Episode 12•Education

The Face Recognition Error Wrecking Investigations | Podcast

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

Listen Now
Law Enforcement Isn't Abandoning Face Tech — It's Regulating It
Mar 13, 2026•Episode 11•News

Law Enforcement Isn't Dropping Face Tech. It's Regulating It. | Podcast

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?

Listen Now
Biometric Law Is Closing In: What Investigators Must Know Now
Mar 13, 2026•Episode 10•Education

Biometric Law: What Investigators Must Know Now | Podcast

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

Listen Now
When 99% Accurate Still Means Thousands of Wrong Arrests
Mar 12, 2026•Episode 9•News

99% Accurate Still Means Thousands of Wrong Arrests | Podcast

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.

Listen Now
From 27 Maybes to 3 Solid Leads: How Facial Comparison Triages a Case
Mar 12, 2026•Episode 8•Education

From 27 Maybes to 3 Leads: Facial Comparison Triage | Podcast

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

Listen Now
A Face Match Is a Lead, Not a Verdict — Here's Why That Distinction Saves Cases
Mar 12, 2026•Episode 7•Education

A Face Match Is a Lead, Not a Verdict | Podcast

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

Listen Now
Face Search vs. Facial Comparison: Why the Legal Line Matters
Mar 11, 2026•Episode 6•News

Face Search vs. Facial Comparison: Legal Line | Podcast

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.

Listen Now
Facial Matches Aren't Yes or No — They're Distance Scores
Mar 11, 2026•Episode 5•Education

Facial Matches Aren't Yes or No. They're Scores. | Podcast

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

Listen Now
Facial Recognition in Court: A Reliability Crisis Is Coming
Mar 10, 2026•Episode 4•News

Facial Recognition in Court: A Reliability Crisis | Podcast

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.

Listen Now
Facial Recognition Is About to Split Into Two Legal Categories
Mar 10, 2026•Episode 3•News

Facial Recognition Splits Into Two Legal Categories | Podcast

So today we're looking at something that I think is going to reshape how facial recognition technology gets regulated, and probably sooner than most people in the industry expect. There are strong signals right now that regulators are moving toward s

Listen Now458:03
Clear != Real: Why High-Res Faces Can Still Be Fake
Mar 10, 2026•Episode 2•Education

Clear != Real: Why High-Res Faces Can Still Be Fake | Podcast

The most dangerous myth in modern facial investigation? That a clear, high-res face is a reliable one. Deepfakes and presentation attacks have completely changed the rules.

Listen Now7:56
← Previous12345678Next →