Blog
Notes from the synthetic-media frontier
Detection research, attack teardowns, and what we're seeing as generation techniques evolve.
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Insights ·
Document fraud detection software: choosing it for lending
Compare document fraud detection software by evidence coverage, reviewable results, pilot design, deployment and cost. A buying guide for lenders and fintechs.
Insights
Deepfake detection accuracy: how to interpret the evidence
Learn how to read detector scores, verdicts, localized evidence and abstentions, then route media to approval, step-up checks or human review.
Loan stacking: controls for overlapping applications
Understand loan stacking, credit-report gaps and overlapping applications. Build a lender review that separates verified debt exposure from suspected fraud.
Choosing insurance inspection software your adjusters can use
Choose insurance inspection software around capture quality, source evidence, recapture and adjuster review, with clear rules for when a site visit is needed.
Partners
Deepfake detection for AI agents: Scam AI × Aident
Scam AI × Aident: an AI agent checks the photos, video and recordings in a claim for AI generation before relying on them, and a person reviews what is flagged.
How Scam AI and TinyFish vet candidates and claims
How the Scam AI and TinyFish integration checks hiring candidates and insurance claims: public pages bound to the case, files checked, gaps written down.
See if an image is AI-generated
Upload one and get a verdict in seconds: likely real, alert or likely AI.