FUNDING◐ DEVELOPINGI · Intelligence⇗ Distributing
Founder builds on-device phone AI to flag deepfake voices in real time
Sep 28, 2026SOURCE: techcrunch.com
SO WHAT
In the thousand-day window, on-device detection can buy time—if it stays decentralized enough to outpace the inversion where AI replaces trust itself.
After her grandfather was fooled by a voice deepfake, Tarini Padmanabhuni launched DetectifAI. The pitch centers on small models running on smartphones for instantaneous detection, signaling an active defense against the old system’s fraud layer.
This is Negative Resistance’s reframed reading of a reported signal. The headline and analysis above are our interpretation through the thousand-day-window lens. The original reporting lives at the source linked above.