https://t.co/EIxvaRfDwvOcash (@opencash_system):The season of privacy is nearly here.Massive Ochristmas news coming next week. https://t.co/N9cEftVveo ...

5/As agents become persistent actors rather than one-shot responders, trust shifts from output quality to verifiable behavior.Enterprises need automation that produces verifiable evidence, not opaque assertions.That’s exactly what @PolyhedraZK is building: Long-horizon AI automation with proofs attached. ...

zkML的核心价值 - zkML 为自主工作流执行提供可被检查、审计和证明的缺失层 [1] - zkML 能够证明工作流每个阶段执行的模型 [2] - zkML 能够证明所需的策略和约束已得到执行 [2] - zkML 能够在不暴露私有数据的情况下证明哪些输入影响了结果 [2] - zkML 使审计员能够验证多小时的代理追踪，而无需泄露专有逻辑 [2]

AI & Automation - The industry highlights the significance of verifiable AI actions as AI transitions from a tool to an autonomous operator [1] - The industry notes AWS's unveiling of frontier-scale AI agents designed for extended autonomous operation [1] Technological Advancement - The industry emphasizes the growing importance of proving AI's actions, particularly with the rise of autonomous AI agents [1] - zkML (Zero-Knowledge Machine Learning) is presented as a solution to ensure the verifiability of AI operations [1]

https://t.co/Eh0IrAZ3HrOcash (@opencash_system):DAO contributors often receive funds in public view — grants, bounties, stipends, payouts from treasury votes.It’s part of how DAOs work, but it also means every payment is tied to a wallet the whole network can see. https://t.co/tcCF3hiAct ...

Join @Tony0kAI alongside @Tiancheng_Xie and @sampeartonfor a week of live shows and fun.Verified community members engaging will win USDT. Make sure to join our Discord to be eligible for rewardshttps://t.co/uGLwFzaD5p https://t.co/FLqykLNnnr ...

Every wallet on-chain is a backdoor.Your salary.Your spending.Your trading strategy.Your supply chain.Your treasury flows.All streamed publicly in real time.And now banks, fintechs, and AI agents are moving onto those same rails.The internet of money needs a privacy firewall.That’s Ocash. ...

https://t.co/zMq0hJieAcOcash (@opencash_system):The countdown to OChristmas is on… take a bite of your financial security.Stay tuned — big Mainnet Alpha announcements are coming soon. https://t.co/W5vUouyTqh ...

3/ What’s next:The conversation then turns toward the broader context:As AI agents begin operating online, they’ll need the same guarantees that financial systems require — verifiable behavior, not blind trust.Polyhedra’s upcoming verifiable AI layer provides exactly that:· Cryptographic assurance about which model produced an output· Protection against tampered or spoofed responses· A foundation for responsible, auditable agent behavior across the internetFor Ocash specifically:· Testnet is live· Mainnet a ...

2/ Why it matters:A public wallet isn't just an address — it’s a complete behavioral profile.That visibility has already resulted in targeted attacks against users whose on-chain history was simply too easy to follow.And beyond individual risks:· Institutions cannot run payroll, treasury, or cross-border flows on fully transparent rails· Everyday users often rely on intermediaries just to avoid their financial life being traceable· Regulators across major markets are shifting toward a framework of “prove co ...