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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.

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Recent Episodes

101 episodes
A Fake CFO Stole $25.6M. The Real Victim Is Your Evidence Process.
Apr 15, 2026•Episode 101•News

A Fake CFO Stole $25.6M. The Real Victim Is Your Evidence Process.

A finance worker in Hong Kong joined a video call with his chief financial officer and several colleagues. He recognized their faces. He heard their voices. Over the course of th

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Guilty Until Proven Real: How Deepfakes Broke the Rules of Evidence
Apr 15, 2026•Episode 100•News

Guilty Until Proven Real: How Deepfakes Broke the Rules of Evidence

A judge in Alameda County, California threw out an entire civil case after discovering that videotaped witness testimony was a deepfake. Not a blurry, glitchy fake you'd catch on a second watch. A sy

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Facial Comparison's DNA Moment Is Here. Most Investigators Aren't Ready.
Apr 15, 2026•Episode 99•News

Facial Comparison's DNA Moment Is Here. Most Investigators Aren't Ready.

A judge looks at an investigator and asks one question. "What's your false match rate?" The investigator has fifteen years of experience comparing faces. But they don't have a nu

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Courts Won't Ask If You Spotted the Deepfake. They'll Ask If You Even Looked.
Apr 14, 2026•Episode 98•News

Courts Won't Ask If You Spotted the Deepfake. They'll Ask If You Even Looked.

Nearly all U.S. states — forty-seven out of fifty — have now passed some form of deepfake legislation. And according to compliance tracking data, more than four out of five of those laws landed in just the last two years

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'Prove It's Not a Deepfake': The Evidence Challenge Most Investigators Will Lose
Apr 14, 2026•Episode 97•News

'Prove It's Not a Deepfake': The Evidence Challenge Most Investigators Will Lose

An N.B.C. News investigation searched the names of thirty-six well-known female celebrities on Google and Bing. On Google, thirty-four of those searches returned nonconsensual deepfake pornography right at the top of the

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The Deepfake You Should Fear Doesn't Have a Face
Apr 14, 2026•Episode 96•News

The Deepfake You Should Fear Doesn't Have a Face

A finance worker in Hong Kong joins a video call with colleagues. The C.F.O. is there. Other team members are there. Faces visible, voices familiar. By the end of that call, the worker has wired twen

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A Cop Made 3,000 Deepfake Porn Images. A Bandwidth Spike Caught Him — No Investigator Did.
Apr 13, 2026•Episode 95•News

A Cop Made 3,000 Deepfake Porn Images. A Bandwidth Spike Caught Him — No Investigator Did.

A Pennsylvania state police corporal just pleaded guilty to creating three thousand deepfake pornography images. Three thousand. And the thing that caught him wasn't an investigation. <break time="0.

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The Cop Who Made 3,000 Deepfakes Exposed a Bigger Problem Than Deepfakes
Apr 13, 2026•Episode 94•News

The Cop Who Made 3,000 Deepfakes Exposed a Bigger Problem Than Deepfakes

A Pennsylvania state trooper just pleaded guilty to creating three thousand deepfake images. He built them using driver's license photos and law enforcement databases — the same systems police use every day to identify s

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That Facial Match Score Is Lying to Your Face
Apr 13, 2026•Episode 93•News

That Facial Match Score Is Lying to Your Face

Every time your phone unlocks with a glance, it isn't recognizing your face. It's measuring the distance between two points in a space with a hundred and twenty-eight dimensions. And that distance ca

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Every Image Is Guilty Until Proven Authentic
Apr 12, 2026•Episode 92•News

Every Image Is Guilty Until Proven Authentic

A retiree in Saskatchewan handed over three thousand dollars to someone she believed was Prime Minister Mark Carney. She watched a video of him endorsing a cryptocurrency investment. His face, his vo

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Deepfake Fraud Tripled to $1.1B. Your Evidence Workflow Didn't.
Apr 12, 2026•Episode 91•News

Deepfake Fraud Tripled to $1.1B. Your Evidence Workflow Didn't.

A billion dollars. That's how much Americans lost to deepfake fraud this year alone. Triple what it was just twelve months ago. And the people behind it? M

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A Facial Recognition 'Match' Isn't Evidence Until It Survives These 4 Hidden Steps
Apr 12, 2026•Episode 90•News

A Facial Recognition 'Match' Isn't Evidence Until It Survives These 4 Hidden Steps

A confidence score of ninety-five percent sounds rock solid. But according to research published by CaraComp, that same algorithm's accuracy can plummet by fifty percentage points — half i

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Facial Recognition Isn't on Trial. Your Explanation Is.
Apr 11, 2026•Episode 89•News

Facial Recognition Isn't on Trial. Your Explanation Is.

In Illinois right now, lawmakers are pushing a bill that would ban police from using facial recognition. At the same time, the T.S.A. scans travelers' faces at more than two hundred fifty airports across the country. <br

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The Courtroom Question You're Not Ready For: 'Prove This Video Isn't a Deepfake'
Apr 11, 2026•Episode 88•News

The Courtroom Question You're Not Ready For: 'Prove This Video Isn't a Deepfake'

A Pennsylvania State Police corporal just pleaded guilty to creating three thousand A.I.-generated pornographic images. He didn't scrape photos from social media. He pulled them from law enforcement

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That Smoking-Gun Video? It's Not Evidence. It's a Suspect.
Apr 11, 2026•Episode 87•News

That Smoking-Gun Video? It's Not Evidence. It's a Suspect.

A school administrator gets a video message from their head of school. The face is right. The voice is right. The message says to authorize a payment to a new supplier. So they do. <break time="0.5s"

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Deepfakes Surged 2,137%. Courts Rewrote the Rules. Investigators Didn't.
Apr 10, 2026•Episode 86•News

Deepfakes Surged 2,137%. Courts Rewrote the Rules. Investigators Didn't.

A finance worker in Hong Kong sat on a video call with his company's chief financial officer and several colleagues. Every face on that screen was fake. Every voice was synthetic. <break time="0.5s"/

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First Federal Deepfake Conviction Puts Every Investigator's Methodology on Trial
Apr 10, 2026•Episode 85•News

First Federal Deepfake Conviction Puts Every Investigator's Methodology on Trial

A man in Columbus, Ohio just became the first person in the country convicted under the federal Take It Down Act. His name is James Strahler the Second. According to prosecutors, he used more than a

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Investigators Can't Explain Their Own Facial Recognition Evidence. Courts Noticed.
Apr 10, 2026•Episode 84•News

Investigators Can't Explain Their Own Facial Recognition Evidence. Courts Noticed.

A ninety-five percent confidence score sounds almost perfect. But apply that to a database of ten million faces, and you've just flagged five hundred thousand people as potential matches — every single one of them wrong.

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China Made Creating a Deepfake the Crime — Not Sharing It. U.S. Courts Are Already Following.
Apr 9, 2026•Episode 83•News

China Made Creating a Deepfake the Crime — Not Sharing It. U.S. Courts Are Already Following.

China's internet regulator just did something no Western government has tried. On 04-03-2026, Beijing published draft rules that make creating a digital copy of someone's

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She Recognized Her Daughter's Voice Instantly. That's Exactly Why the Scam Worked.
Apr 9, 2026•Episode 82•News

She Recognized Her Daughter's Voice Instantly. That's Exactly Why the Scam Worked.

Sharon Brightwell picked up the phone and heard her daughter crying. Her daughter said she'd been in a car accident. She needed money right away. Sharon sent fifteen thousand dol

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The Face in That Video Is Flawless. That's Your First Red Flag.
Apr 9, 2026•Episode 81•News

The Face in That Video Is Flawless. That's Your First Red Flag.

According to Cybernews' 2025 A.I. incident database, eighty-one percent of reported A.I. fraud cases were driven by deepfake technology. Not ten percent. Not a growing slice. <b

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Facial Recognition Isn't Getting Banned. Mass Surveillance Is. Here's the Difference.
Apr 8, 2026•Episode 80•News

Facial Recognition Isn't Getting Banned. Mass Surveillance Is. Here's the Difference.

Three different governments, three different approaches to the same technology — and they're all moving at the same time. Illinois is pushing a bill that would block police from using facial recognition entirely. <break

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450 Million Digital IDs Hinge on a Deadline Most Investigators Will Miss
Apr 8, 2026•Episode 79•News

450 Million Digital IDs Hinge on a Deadline Most Investigators Will Miss

Every person in the European Union — roughly four hundred and fifty million people — is about to get a digital I.D. wallet on their phone. And right now, the rulebook for how that wallet works is still being written. <br

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The Face Never Existed. The ID Is Stolen. The Match Is Perfect.
Apr 8, 2026•Episode 78•News

The Face Never Existed. The ID Is Stolen. The Match Is Perfect.

The face on the I.D. looks real. The person on the video call looks real. They match each other perfectly. And neither one has ever existed. <break time="0

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Deepfake Detectors Score 99% in the Lab. In the Field, They're a Coin Flip.
Apr 8, 2026•Episode 77•News

Deepfake Detectors Score 99% in the Lab. In the Field, They're a Coin Flip.

A deepfake detector scores ninety-nine point eight percent accuracy in the lab. Then it hits a real video — compressed, grainy, pulled from a WhatsApp chat — and it performs about as well as flipping a coin. <break time=

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