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🚨 UPDATE: Apple’s iPhone 17 debuts Memory Integrity Enforcement, blocking 70% of zero-day exploits and securing crypto transactions and Passkey authorization.

Market News: Gemini IPO May Allocate Zero Allocation to Approximately 70% of Purchase Orders

Something interesting about @billions_ntwk that many people don’t fully appreciate 👇 Billions uses what they call a hybrid identity verification system that combines zero-knowledge proofs (ZKPs) with AI + human review to protect privacy while also fighting fraud. What that means in practice is, you can prove certain things about yourself (like that you’re a verified user, or you are over a certain age) without exposing the private personal data itself. But the system doesn’t rely solely on math for trust. It also uses AI to flag suspicious behavior and humans to verify real edge cases. Other identity systems go one of two ways: either fully manual (humans verify everything, which is slow and privacy-risky) or fully automated (fast but can be fooled). @billions_ntwk is trying to get the best of both worlds. This hybrid model is particularly useful in places where many people use mobile devices, where identity infrastructure might be weaker, and where synthetic fraud (fake IDs, deepfakes) is a real danger. Because of the privacy side, Billions could become a standard layer in Web3 / FinTech for identity, offering trust without giving up personal data.