Notes from the edge of real.
Research, field notes, and product thinking from the team teaching the internet to tell what's real.
The $442 Billion Problem: Why Nobody Can Tell What's Real Anymore
Global fraud losses hit $442 billion in 2025. Voice cloning needs three seconds of audio. Even the world's top forensics expert can't tell the difference. What happened, and what to do about it.
What Is Deepfake Detection? A Complete Guide for 2026
Everything you need to know about deepfake detection — how it works, why it matters, and what tools are available today.
How to Check If an Image Is AI-Generated
A practical guide to spotting AI-generated images — what to look for, what tools to use, and why your eyes alone aren't enough.
Deepfake Detection for Parents: What You Need to Know
A practical guide for parents on AI-generated content — what risks exist, how to talk about it, and how to check suspicious images.
Why Your Eyes Can't Spot Deepfakes Anymore
The science behind why humans fail at detecting AI-generated images — and what actually works.
5 Approaches to Deepfake Detection Compared
A comparison of different deepfake detection approaches — from pixel analysis to blockchain provenance — and what actually works.
One email a week. The threats that matter.
New deepfake threats, detection research, and what we shipped — delivered every Thursday. No noise.