Why zkML? Because Deloitte’s government HR and health report came under scrutiny after reviewers discovered several citations that didn’t exist.Once AI contributes to official analysis, the conclusion itself isn’t enough. Reviewers need a way to check how each claim was produced. ...

The Polyhedra Show - XTC https://t.co/lvfsV8rlPs ...

https://t.co/k8D2rOR2siOcash (@opencash_system):Active on-chain traders move funds constantly — bridging, swapping, farming, rotating positions.The problem is that every move sits on a public graph that anyone can trace, copy, or analyze. https://t.co/GjDZUhd1yj ...

6/The future of identity should be about more than convenience — it should be about security, control, and ownership.With Polyhedra i-D, you control your digital self.Try https://t.co/FoEySuRFmh ...

5/In a world where digital identity is becoming a key to accessing services, ZKP-powered face recognition ensures that you can authenticate yourself without exposing sensitive information.It’s a future where you control your identity. ...

As digital identity solutions become a focal point in discussions, biometric verification is gaining traction as a secure and efficient method.Here’s what’s happening 👇 https://t.co/yOg4pRikQc ...

When seeing stops meaning believing, trust has to be engineered.Our latest blog breaks down why deepfakes are not the real threat—AI we can’t verify is.And how zkML and verifiable computation make Polyhedra’s approach a foundation for trusted AI in the synthetic era.👉Read the full deep dive: https://t.co/VhmL6esdnt ...

5/Agentic orchestration isn’t just about automation — it’s about accountable execution.And CallSine’s move to anchor deterministic agents directly on top of a CDP marks a new category: Customer data becoming a verifiable decision engine.At that frontier, proof becomes part of the operational stack.That’s what @PolyhedraZK is building: AI systems where every autonomous action can justify itself. ...

4/That’s where zkML fits:✔️Prove each agent action came from the approved model✔️Prove which criteria guided the decision — without exposing customer data✔️Prove orchestration rules were followed exactly✔️Enable auditors and ops teams to validate reasoning without leaking internal logiczkML shifts agentic automation from “autonomous execution” to “provable execution.” ...

Why zkML? Because the enterprise AI orchestration company CallSine just introduced the first platform that converts Customer Data Platform (CDP) data directly into orchestrated, deterministic AI agents — enabling end-to-end actions across sales, marketing, and customer operations.When agents begin shaping GTM execution autonomously, verifying why each action was triggered becomes essential. ...