Victor O'Brien

Hey PH!While training my AI tool to detect deepfakes, I noticed that most current generator models leave behind the exact same physiological and pixel-level artifacts.Even "hyper-realistic" videos fail under frame-to-frame consistency checks.I m launching the tool soon to help people verify visual truth, but I'm curious: How worried are you personally about deepfakes impacting your industry or business over the next year? Let's discuss.

Hey PH community!I just wrapped up the core engine for a new AI tool designed to spot deepfakes and manipulated media instantly. I built the entire infrastructure solo.Before I open the doors wide, I want to make sure I'm solving the right problems for real users.If you use media verification tools, what is your biggest frustration? Is it accuracy, processing speed, or the lack of a browser extension?Would love to get your thoughts and chat with fellow builders!