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Polyhedra· 2025-09-17 07:05
@Google just announced the AP2 protocol — a standard to let AI agents initiate payments.This is the start of a new economy. ...
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Polyhedra· 2025-09-16 07:45
Who has been trying our new i-D product?👉 https://t.co/FoEySuRFmhOur CMO @sampearton will be on discord at 12pm UTC to get some people up on stage to discuss some use cases & do some giveaways. ...
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Polyhedra· 2025-09-15 12:05
4/ This is data-protective verification: proof you’re human, without giving up your most valuable asset—your identity.In a world where AI can fake anything, you should always control what makes you you.👉Read the full deep dive: https://t.co/yYj51J1ejI ...
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Polyhedra· 2025-09-15 12:05
3/ How Polyhedra i-D works:-Verification runs locally on your device-Only a cryptographic proof is shared, never the face-Proof verified on-chain in milliseconds, immutable & non-reversible-Built on zkML + GPU-accelerated ExpanderA new trust primitive for the AI-native internet. ...
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Polyhedra· 2025-09-15 12:05
The rise of AI fakes, fraud, and overreach shows one thing: identity needs a new model.Our latest blog introduces Polyhedra i-D—proving identity without surrendering control. 🧵 https://t.co/UXLd0ZK2zl ...
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Polyhedra· 2025-09-14 02:00
Problem Statement - Traditional ID checks are vulnerable to AI-driven forgeries, posing a significant risk to identity verification processes [1] - Centralized biometric databases present ongoing data leak risks, jeopardizing user privacy and security [1] - Regulated industries face challenges in age/identity verification without wanting to store sensitive user data, creating a compliance burden [1] Solution: Polyhedra i-D - Polyhedra i-D utilizes local inference and Zero-Knowledge Proofs (zkML) for face recognition, ensuring user data privacy [2] - The system generates cryptographic proofs instead of uploading raw photos, protecting sensitive information [2] - Service providers receive verification results without accessing underlying user data, enhancing data protection [2] - On-chain verification allows smart contracts to directly verify proofs, enabling decentralized identity management [2] Technology and Roadmap - zkML proves facial verification locally without exposing inputs, enhancing privacy [4] - Expander Prover accelerates proof generation, improving efficiency [4] - zkPyTorch turns PyTorch ML models into ZK circuits, enabling advanced applications [4] - Trusted Execution Environments (TEE) securely store biometrics in line with C2PA standards, ensuring compliance [4] - A web demo is live, with a mobile app release and SDK for third-party integrations planned [4] - Expansion into finance, age verification, and broader digital identity use cases is underway [4] Key Benefits - Users can prove legitimacy without handing over sensitive documents, enhancing privacy and control [4] - Businesses avoid the liability of storing identity data, reducing risk and compliance burdens [4] - Polyhedra i-D establishes a default login layer for the AI-native internet, combining compliance with data protection [4]
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Polyhedra· 2025-09-13 02:00
AI and Market Opportunity - AI is rapidly creating trillion-dollar markets [1] - The rise of unicorns and billion-dollar compute deals signifies substantial market activity [1] Trust and Verifiability - Verifiability is crucial for ensuring AI systems are real, safe, and trustworthy [1] - Building trust in AI systems is essential before they reshape jobs, the economy, and even human bodies [1] zkML's Role - zkML is designed for a future where verifiability is paramount [1]
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Polyhedra· 2025-09-12 12:00
Vision & Technology - Polyhedra aims to build trustworthy AI infrastructure using zero-knowledge cryptography, merging AI and Web3 [1] - Polyhedra is pioneering verifiability in AI through zkML, zkBridge, and Polyhedra i-D [1] Event & Reach - Polyhedra's Head of Ecosystem shared the company's vision at TBOS 2025, hosted by @TBOS_2025 and @TaipeiWeek [1] - The talk on Verifiable Intelligence had over 8 thousand live viewers [1]
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Polyhedra· 2025-09-12 09:21
https://t.co/xAEQ0Isu2eEgg.Party (@EggDotParty):EGG V0.7.0 is served 🍳Explore just got tastier:— Share images, videos & Agent chat logs with your community.— Enjoy smoother UX for easier browsing and discovery.And for your Agents:— They’ve moved into a new home, the Agent Center. 🏠— Filter by Coin Agents, newest, or https://t.co/zWgPtZXzs1 ...
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Polyhedra· 2025-09-11 17:00
3/Expanded Memory Utilization for GKR Proofs:Designed the initial pipeline to exploit the aggregate GPU memory capacity in multi-card environments. This allows larger GKR proofs to be supported without memory bottlenecks, improving performance and extending system capability.Stay tuned for more updates 🔥 ...