Deepfakes don’t destroy lives because they look real.They do so because victims are left without proof when the images spread faster than truth.That’s exactly what @PolyhedraZK is building:Cryptographic evidence for AI-generated media, so accountability doesn’t collapse when reality is disputed. ...

This is where zkML becomes essential:✔️Proves whether an image or video was AI-generated✔️Proves which model and transformation process produced it✔️Proves that content violates declared constraints (e.g. non-consensual, ✔️sexualized minors)✔️Enables verification without exposing the victim’s identity or original dataWithout cryptographic evidence, moderation, enforcement, and justice all break down. ...

Why zkML? Because The Associated Press reports that schools across the U.S. are now confronting a new kind of harm:Students using AI tools to turn ordinary photos of classmates into sexually explicit deepfakes.What starts as “just an image” quickly becomes reputational damage, trauma, and legal action. ...

The Polyhedra Show with Sam and TC https://t.co/l1Bpt8SA1H ...

https://t.co/WSERyVYectOcash (@opencash_system):DAO grant programs support long-term work:Research, tooling, infrastructure, and community initiatives are often funded over months, with payouts tied to milestones rather than one-off transfers. https://t.co/0llwLLb34d ...

https://t.co/UWfYrY50hfOcash (@opencash_system):𝙊𝙘𝙖𝙨𝙝 𝗶𝘀 𝗻𝗼𝘄 𝗹𝗶𝘃𝗲 𝗼𝗻 𝗕𝗮𝘀𝗲.You can now deposit directly from @base, make private transfers on Ocash, and withdraw back to Base when needed.Starting with support for 𝗘𝗧𝗛 and 𝗨𝗦𝗗𝗖.Lower friction, more flexibility, and private-by-default value https://t.co/9sfyxYuTt8 ...

A solid explanation of why transparency can unintentionally expose users’ financial lives. Improving privacy isn’t about breaking rules — it’s about reducing traceability and limiting what third parties can infer. This is why privacy-by-design systems like @opencash_system matter.Matthew (@matthewgrok):In #Bitcoin, every movement counts 📜 Although addresses are pseudonymous, analysts can infer a large part of your financial history. Here we tell you how the tools to improve privacy work. 👀First of all, we m ...

6/As social spaces move into immersive worlds, presence matters more than appearance.With Polyhedra i-D, platforms can distinguish real humans from synthetic participants while keeping users anonymous.Try https://t.co/FoEySuRFmh ...

5/That’s why we built Polyhedra i-D.Our zk-powered face verification runs on-device and proves a real human is present at the moment of interaction — without storing biometrics or exposing identity. ...

Social VR and virtual worlds were built to make online interaction feel more human.Avatars were meant to represent real people behind the screen, but the assumption is now under pressure.Here’s what’s happening👇 https://t.co/jdOVYo7fgn ...