Learn
Everything we’ve published, organized.
Detection guides, platform-safety field manuals, AI explainers, and scam-pattern catalogs — plus the reference material that supports the guides.
Reference material
Glossary
Plain-language definitions for deepfake, diffusion, voice clone, C2PA, and the rest of the AI-detection vocabulary.
Comparisons
Side-by-side breakdowns: AI image detection vs reverse search, deepfake detector vs face recognition, AI text vs plagiarism check.
Research & statistics
Curated 2026 figures on AI-content volume, deepfake fraud, and detection accuracy in the wild.
Methodology
How the unified Truth Score is computed, what each signal means, and the engine's honest limits.
Detection guides
All in this category →Step-by-step guides for identifying AI, deepfake, and manipulated content.
How to detect AI-generated images
A practical, signal-by-signal guide to spotting AI-generated images by eye, plus when to trust an automated detector.
How to detect deepfake videos
Concrete cues — facial motion, lip-sync, scene continuity — for identifying deepfake video before it spreads.
How to identify fake TikTok videos
TikTok-specific cues for spotting AI, staged, and re-captioned clips before they trick your feed.
How to check if an Instagram photo is real
Step-by-step guide for verifying Instagram photos — accounts, posts, and stories — before you trust them.
Platform safety
All in this category →Practical safety guides for the platforms most affected by synthetic content.
TikTok scam detection guide
The most common TikTok scam patterns — get-rich-quick, AI influencers, fake giveaways — and how to triage them fast.
Instagram fake account detection guide
How to identify bot, catfish, and impersonation accounts on Instagram with a repeatable triage process.
Tinder catfish safety guide
A practical safety workflow for verifying Tinder matches before you share contact info or meet in person.
AI explainers
All in this category →How generative AI works, what it can fake, and where current detectors stand.
What is a deepfake?
Plain-English explanation of deepfakes — how they're made, what they can fake, and what current detection can and can't do.
How AI image generation works
A non-technical explanation of how diffusion models like Stable Diffusion and Midjourney create images — and what that tells us about detection.
Why AI detectors are not 100% accurate
What every AI-detection tool can and cannot do, why false positives happen, and how to use detection responsibly.
How accurate are AI image detectors?
What current AI image detectors get right, where they fail, and how to think about an accuracy figure when one is quoted.
Scam & fraud awareness
All in this category →Patterns behind crypto, payment, and profile scams that use synthetic media.
How fake crypto screenshots are created
The exact tooling and techniques behind fake crypto profit screenshots, and the structural giveaways that catch them.
How to verify payment proofs online
Practical workflow for verifying payment proof screenshots before you release goods, services, or trust.
How scammers use AI-generated profiles
Why AI-generated profile photos are now standard in romance, recruiter, and crypto scams — and how to spot them.