Company Achievements & Recognition - Polyhedra team expresses gratitude for the support received throughout 2025 [1] - The year 2025 marked breakthroughs in verifiable AI and zkML, transitioning research into practical products like Polyhedra i-D [1] - Polyhedra acknowledges the builders and partners within its ecosystem for transforming foundations into real-world systems [1] Product Launch & Incentives - OpenCash System now features live private transactions [2] - A reward program offering 1 million ZKJ is available on OpenCash System during the holiday season [2] Future Outlook - Polyhedra expresses excitement for future advancements and developments [2] - The company envisions a future where verifiability is a key aspect [2]

Why is verifiable AI the future of Web3?Most onchain AI runs on blind trust.@wardenprotocol changes that with SPEX cryptographic proofs that AI outputs are legit & untampered.No more 'trust me bro' data in your contractsBuilding the agent economy for real. gWarden. https://t.co/K3xlo6cLCK ...

Talus Network Overview - Talus aims to be to AI Agents what Bitcoin is to banks, enabling real monetization for AI agents through verifiable execution [1][2] - Talus is building a drag-n-drop agent workflow builder with a full Agent Marketplace, facilitating developers to create and monetize AI agents [1] - The network introduces a missing economic layer for AI, enabling AI agents to transact, execute workflows, trigger swaps, run models, and earn directly on-chain [2] - Talus combines the strengths of Virtuals (agents), Bittensor (decentralized intelligence), and Zapier/n8n (automation) into one vertically integrated network [2] Technology and Infrastructure - The platform is built on the SUI Move Stack, providing decentralized infrastructure for verifiable AI and autonomous agent coordination [4] - Talus Network's 'Nexus' in DevNet functions as a decentralized version of Zapier/n8n, turning AI agents into cashflow machines [4][5] - The Nexus engine will run the entirety of the always-on agent economy, where workflows become wealth [5] Token Generation Event (TGE) and Airdrop - The TGE for Talus Network is approaching [3] - Season 2 airdrop opportunity will occur in Q2 [3] - Binance Alpha will be the first platform to feature Talus Network (US) on December 11, with eligible users able to claim their airdrop using Binance Alpha Points [6] Unique dApps and Applications - Talus introduces agent-vs-agent speculations, creating a new niche in consumer AI through its first consumer app, @Idoldotfun [1] - The platform has unique dApps that can attract interest from both crypto and non-crypto users [3]

For developers, it means:- Agents that self-verify actions- Models licensed per tenant- Transparent systems without slowdownVerifiable AI isn’t sci-fi - it’s just smart design. ...

Key Features of zkPyTorch - zkPyTorch enables verifiable and data-protective AI without compromising performance [1] - Model weights remain local, ensuring they are never exposed or transmitted [2] - Cryptographic proofs guarantee that results are derived from Gemma-3 [2] - zkPyTorch is fully compatible with existing PyTorch workflows [2]

eigenlayer abandoned dao plans and decentralized sequencer development then launched "verifiable ai" on centralized infrastructure. google and coinbase partnerships cant fix the contradiction of trustless verification on trusted rails. november 1st unlock hits exactly when the market realizes this. $9.4b tvl locked in a protocol that gave up on decentralization ...

AI Infrastructure & Autonomous Agents - Verifiable AI infrastructure represents a breakthrough for autonomous agents [1] - EigenAI and EigenCompute address the trust issue hindering widespread adoption of AI [1] - Deterministic inference, untampered prompts, and provable execution change possibilities for agents managing real value and decisions [1]

We’ve been accepted into the @awscloud Activate Program, alongside the IBM Partner Program and the NVIDIA Developer Program, building on our long-term relationship with Google.As AI scales, the dangers of deploying it without guardrails grow. These partnerships give us the scale, compute, and enterprise reach to bring Polyhedra i-D and Verifiable AI safely to market. ...

Agentic commerce is coming fast.But without verifiable AI, it’s a jackpot for attackers.Let’s secure the AI economy together. ...

Core Concerns - AI is rapidly permeating various aspects of life, including bodies, jobs, economies, and culture [1] - This rapid advancement of AI introduces potential risks [1] Verifiable AI Importance - Verifiable AI is crucial for ensuring trust, safety, and accountability [1] - It is essential to verify the inner workings of AI systems [1] - Aligning AI systems with human values is paramount before they become uncontrollable [1]