Core Focus of Ocash - Ocash focuses on the transaction layer by enforcing rules cryptographically, rather than hiding everything [1] - Ocash enables verifiable policy enforcement without requiring users to trade privacy for compliance [1] Transparency and Compliance - The system enforces rules transparently, rather than exposing balances or counterparties [2] - Ocash allows users to prove compliance with defined policies without revealing unnecessary details [1] Key Value Proposition - Ocash transforms "trust me" into "prove it" by keeping flows private while making policy enforcement verifiable [1]

This week on The Polyhedra Show, @Tony0kai and @Tiancheng_Xie (TC) explored how AI agents are starting to move money — and why Ocash is designed to make transactions private, enforceable, and verifiable by design.The conversation spans AI agents, financial rails, and why existing systems quietly break once software starts acting autonomously.Some key takeaways ⬇️ ...

5/DeepSeek’s V3.2 release points to the next phase of AI adoption: Frontier-level capability that no longer requires frontier-level infrastructure.When advanced models can run almost anywhere, trust can’t be anchored to infrastructure alone.That’s exactly what @PolyhedraZK is building: Verifiable intelligence for a world where deployment outruns control. ...

zkML Overview - zkML directly addresses the mismatch between model execution and verification [1] - zkML enables proving which model executed a task, independent of hardware [1] - Verification becomes portable, even when infrastructure is not [1] Key Capabilities - zkML allows proving policy compliance without exposing model internals [2] - zkML facilitates proving how inputs shaped outputs without leaking data [2] - zkML ensures proving behavior consistency across decentralized deployments [2]

Model Performance - DeepSeek 发布了 V3.2 模型，在推理、数学和编码方面表现出色 [1] - 新模型显著降低了计算需求，使得前沿智能不再局限于超大规模基础设施 [1] Technological Advancement - DeepSeek 的 V3.2 模型实现了前沿级别的性能 [1]

The Polyhedra Show - XTC https://t.co/z0pnYHs7mH ...

Payment Processing - Ocash enables online sellers to receive payments at various times, such as after product launches or during promotions [1] - On-chain payments are visible in real-time, potentially allowing others to infer business activity [1]

Identity Verification in the AI Era - The industry emphasizes the need for verifiable real identity in an era where AI can fabricate anyone [1] - Polyhedra i-D enables users to prove their humanity without revealing their identity [1] Product Offering - Polyhedra i-D offers a solution to verify identity without exposing personal information [1] - A link is provided to try Polyhedra i-D [1]

Technology & Security - Polyhedra i-D is built for on-device face verification using zk-proofs [1] - The system does not store biometrics, enhancing security [1] - The technology aims to make deepfake injection attacks more difficult [1]

Threat Landscape - AI生成的身份不再是理论，它们已经出现在诈骗、虚假个人资料甚至生物识别验证系统中[1] Emerging Risks - 行业需要关注AI生成身份在欺诈和身份盗用方面的潜在风险[1]