Insights & Updates

Deep dives into generative AI forensics, fraud detection, and the future of digital trust.

Cosmetic Refund Scams: The 'Broken Palette' Epidemic
Jan 20, 2026beauty

Cosmetic Refund Scams: The 'Broken Palette' Epidemic

Beauty brands are losing 12% of margins to fake damage claims. 'Broken' powders and 'leaking' creams are the easiest things to fake with AI.

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Manual Review is Dead: Why Human Eyes Fail at 4K
Jan 20, 2026technical

Manual Review is Dead: Why Human Eyes Fail at 4K

The biology of human vision vs. the mathematics of diffusion models. Why your eyes deceive you and how algorithms see the truth.

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The 'Empty Box' Scam Explained: How Gaming Retailers Lose Millions
Jan 20, 2026electronics

The 'Empty Box' Scam Explained: How Gaming Retailers Lose Millions

It's not just about stealing the console. It's about 'erasing' it from the proof of delivery photo using AI object removal.

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How Scammers Use AI-Generated Images to Get Refunds (And How to Stop It)
Jan 20, 2026refund fraud

How Scammers Use AI-Generated Images to Get Refunds (And How to Stop It)

From dead crabs to shredded sheets, a new wave of 'Synthetic Fraud' is costing merchants billions. Here is how the scam works and why manual teams cannot catch it.

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Spotting Fake Sneaker Damages: A Reseller's Guide
Jan 20, 2026sneakers

Spotting Fake Sneaker Damages: A Reseller's Guide

Streetwear verification is getting harder. Scammers are using AI to generate scuffs, tears, and 'fake' receipts for StockX and GOAT returns.

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The 2026 Guide to Synthetic Refund Fraud
Jan 20, 2026guide

The 2026 Guide to Synthetic Refund Fraud

Synthetic Fraud is the fastest growing vector in e-commerce risk. Learn the 4 types of synthetic scams and how to immunize your return policy.

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What is FTID Fraud? (Fake Tracking ID)
Jan 20, 2026FTID

What is FTID Fraud? (Fake Tracking ID)

The dark art of manipulating carrier tracking data to trick systems into thinking a return was delivered when it wasn't.

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Automating Return Denials in Zendesk
Jan 20, 2026zendesk

Automating Return Denials in Zendesk

Stop switching tabs. Learn how to integrate forensic AI directly into your Zendesk workspace to auto-tag synthetic fraud.

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