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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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Episodes — Page 6

141 episodes
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

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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.

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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

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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.

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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

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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?

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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

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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.

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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

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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

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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.

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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

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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.

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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

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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.

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Real-Time Face AI vs. Court-Ready Analysis: What's the Difference?
Mar 10, 2026•Episode 1•Education

Real-Time Face AI vs. Court-Ready Analysis: What's the Difference? | Podcast

A Raspberry Pi can now run real-time face ID, age estimation, and ethnicity classification simultaneously -- but that's nowhere near what court-ready facial comparison requires.

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