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This trade-off has limited confidential onchain apps for too long. Transparency shouldn’t require exposing everything by default. That’s why approaches like @opencash_system are important — pushing toward verifiable systems where privacy is built in, not bolted on.DFINITY Foundation (@dfinity):Blockchains excel at transparency and verifiability.But there's a trade-off: most blockchain data is public by design.→ Everything onchain is visible to everyone→ User-side encryption creates complexity→ Browser stora ...

4/This is where zkML becomes essential:✔️Proves which model and policy configuration executed each step✔️Proves which constraints were active during agent actions✔️Proves whether execution followed user intent or injected instructions ✔️Creates auditable evidence of behavior without exposing prompts or internal logicSecurity isn’t just prevention. It’s provability after execution. ...

Why zkML? Because OpenAI has recently warned that prompt injection is one of the most serious threats facing AI agents — and one that may never be fully solved.As AI systems move from answering questions to taking actions, security failures stop being theoretical and start becoming operational. ...

https://t.co/ax0TamZtxqOcash (@opencash_system):Modern teams are increasingly global.Engineers, designers, operators, and contributors work across countries, currencies, and time zones. Paying them is no longer a simple monthly transfer. https://t.co/2NasJYrIVv ...

Well said. Money should be private by default. This is exactly the direction @opencash_system is building toward — open cash system that preserve privacy without sacrificing compliance when it matters.Mars_DeFi (@Mars_DeFi):Be honest , you don’t actually understand how “private transactions” work.You just nod, retweet, and hope nobody asks questions.If someone asked you where the data is hidden, who can see it, and how the network still verifies it’s legit you’d probably change the topic.So https://t.co/bsk ...

Well said @0xAdesola. Privacy in crypto isn’t about wrongdoing — it’s about protecting everyday people from constant financial surveillance. That’s exactly the problem systems like @opencash_system are working to solve.Enigma (@0xAdesola):Most people think privacy in crypto is about hiding crimes.For everyday users, especially in places like Nigeria, it is about something simpler.Protecting your financial life from constant surveillance.Every transfer, every balance, every interaction being public is not ht ...

Well said @AleoHQ. Money should be private by default, just like cash. This is exactly the direction @opencash_system is building toward — digital payments that preserve privacy without sacrificing compliance when it matters.Aleo (@AleoHQ):Your money deserves the same privacy you expect from cash, even on-chain.When you hand over a dollar in cash, no one knows what it’s for, where it goes, or who receives it. It’s private by default. But the moment money goes digital, that privacy disappears.Every rent http ...

6/As gaming and virtual worlds turn into real economies, fairness depends on knowing who is actually there.With Polyhedra i-D, platforms can keep bots out without collecting or storing player identities.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 play.Not a script, not a replay, not a synthetic face. ...