Why zkML? Because @awscloud just unveiled frontier-scale AI agents designed to run autonomously for hours or even days at a time, completing end-to-end business tasks without human supervision.When AI stops being a tool and starts behaving like an operator, the ability to prove what it did becomes essential. ...

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 ...

This week on The Polyhedra Show, @sampearton sat down with @Tiancheng_Xie (TC) to unpack Ocash, compliant privacy, verifiable AI, and how EXP chain will lower the barrier for proof generation.Some key takeaways⬇️ ...

5/As AI becomes part of formal analysis, accuracy is only the starting point.Institutions need reasoning they can stand behind.That’s exactly what @PolyhedraZK is building: AI systems where every conclusion can explain itself. ...

4/zkML gives teams a way to inspect the process:✔️ confirm the model version behind each step✔️ confirm which evidence influenced each claim, without exposing sensitive files✔️confirm required review rules were actually followed✔️ allow auditors to examine the reasoning without revealing proprietary logicThis turns AI-generated reports from guesswork into something accountable. ...