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Blog

Field notes on online trust.

Plain-spoken writing on romance scams, AI detection, and how to verify the people you meet online — from the team behind TruthHound.

Detection

How to spot AI-generated profile photos in 2026

Diffusion models have caught up with human faces. Here's what still gives them away — and what doesn't.

April 20265 min read
Scams

Pig butchering scams: how they work and how to spot them early

The fastest-growing romance scam of the decade, broken down end-to-end — and the moments where you can still get out.

April 20266 min read
How-to

Reverse image search for online dating: a complete guide

The five-minute version of due diligence anyone can do, plus the tools that actually work in 2026.

April 20264 min read
How-to

Is this person real? A six-step check before you trust someone online

A practical, low-paranoia framework for the moment you start to wonder.

April 20265 min read
Scams

12 romance scam red flags that almost always mean it's a scam

Not soft red flags. Hard ones. If you see three of these, it's a scam — almost without exception.

April 20265 min read
Detection

Voice cloning scams are here. Here's what to listen for.

Eleven seconds of audio is enough to clone almost any voice. The defences haven't caught up — but a few habits help.

April 20264 min read
Scams

How scam patterns differ across Hinge, Tinder, and Bumble

The same playbooks adapted to different platforms — and what each app's design tells you about who's running them.

April 20265 min read
How-to

How to protect an elderly parent from a romance scammer (without losing their trust)

The practical, dignity-preserving conversation script — plus what to do if they're already in.

April 20266 min read
Industry

Dating app fraud in 2026: what we're seeing across Hinge, Tinder, and Bumble

A field report from a year of scans: which platforms are getting worse, which are getting better, and what's actually changed.

April 20266 min read
Industry

Why AI detectors get worse over time, and what to do about it

Every detection model has a half-life. Here's why, and how we keep ours honest.

April 20265 min read
Industry

Inside the romance scam economy: how pig butchering rings actually work

Not lone bad actors. Industrial operations with KPIs, shift schedules, and middle managers. Here's what the inside actually looks like.

April 20267 min read