Topic
Techniques and products for identifying synthetic or cloned media, including AI-generated voices used in fraud.
Startups catching fake voices and identities took $74 million of the roughly $125 million AI-fake detectors raised since January 2025, cbinsights.com says. Incode's $37 million round is about 30% of the total, so a count of 26 deals overstates how widely the money is spread.
Reality
Microsoft will open Teams meetings to certified third-party deepfake detectors and add built-in impersonation warnings, both due in November. Deepfake coverage will depend on buying a certified outside detector.
Reality
Arizona's Court of Appeals vacated Gabriel Horcasitas's 10.5-year sentence because the judge weighed an AI-generated video of his victim. The manslaughter conviction stands, so the new risk falls on whoever builds or plays synthetic media at sentencing.
Perspective Coverage
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SecurityWeek says awareness training has failed against help desk vishing, citing attacks that cost MGM an estimated $100 million. The fix it profiles is Netarx's live-call scanner for cloned voices and spoofed devices, but in both breaches it cites, callers talked help desk staff into granting access.
Reality
UCLA researchers' hybrid optical-neural processor screens at least 15 video streams per pass of light at 97.79% accuracy on Celeb-DF. The experimental eLight study pitches it as a cheap first filter whose savings hinge on how many genuine videos reach the heavier detectors.
Reality
Modulate raised $25 million in a round led by Future Ventures, lifting its total to $60 million for an audio platform that flags synthetic voices. Its detection API costs about eight times its transcription rate, and the round is a bet that the premium survives in financial services and healthcare.
Reality