AI Agents & Web3 Agent Ecosystem

According to CoinDesk, Trust Wallet and Mesh announced wallet architecture updates on May 9 at Consensus Miami to serve AI agents. Mesh launched Smart Funding, which automatically routes payments across chains and accounts for both users and AI agents. Trust Wallet introduced an AI co-pilot

Google DeepMind released AI co-mathematician, a multi-agent math research assistant, achieving 47.9% accuracy on FrontierMath Tier 4 benchmark, surpassing GPT-5.5 Pro's previous record of 39.6% on May 9. The system solved 23 out of 48 problems, including 3 that all previous models failed to solve.

OpenAI 5 月 8 日發表新研究、揭露公司在強化學習（RL）訓練過程中、部分模型的思路鏈（Chain of Thought, CoT）被「意外評分」、可能影響 AI Agent 對齊（alignment）監控能力。OpenAI Alignment 團隊報告說明：保留 CoT 的可監控性是當前防範 AI Agent 對齊失敗的關鍵防線；OpenAI 在 RL 訓練設計上、刻意避免懲罰模型的「對齊失敗推理」、以維持監控能力。 為什麼 CoT 監控是 AI Agent 對齊的關鍵防線 CoT（思路鏈）監控的核心邏輯： 當 AI Agent 執行任務時、模型會在內部產生「思考過程」、解釋自

According to Gelonghui, China's Cyberspace Administration, National Development and Reform Commission, and Ministry of Industry and Information Technology jointly issued the "Implementation Opinion on Standardized Application and Innovative Development of Intelligent Agents" on May 8. The policy

According to Nous Research, Hermes Agent topped OpenRouter's global application token usage ranking today with 271 billion tokens, surpassing OpenClaw which ranked second with 245 billion tokens. Kilo Code (149 billion) and Claude Code (79 billion) followed in third and fourth place. The top four p

According to IQ AI's official announcement on May 7, SwarmBase has integrated the AIDEN AI agent into its decentralized community infrastructure to improve blockchain knowledge accessibility. AIDEN functions as an intelligent assistant that helps users interpret complex blockchain terminology,

According to Globenewswire, Exodus launched XO Cash, an AI Agent-exclusive stablecoin on Solana, today. The company simultaneously released AgentKit, a developer toolkit enabling single API calls to create independent wallets for AI Agents. Agents can directly invoke Exodus Pay balances for

According to PANews, China's Cyberspace Administration, National Development and Reform Commission, and Ministry of Industry and Information Technology jointly released guidance on AI agents today (May 8). The document defines an AI agent as an artificial intelligence system with autonomous

According to Beating, Nous Research released Hermes Agent v0.13.0, an open-source agent framework. The version reintroduces the Kanban multi-agent collaboration system, which was previously tested and withdrawn. The reconstructed Kanban now includes heartbeat detection, zombie process cleanup, and a

According to Fomoin's official announcement on X on May 7, the Web3 launchpad platform announced a strategic partnership with Catto Verse, a decentralized AI platform, to integrate AI-powered crypto tools and automation features. The collaboration aims to enhance user experiences and streamline

According to GoldFinger's official announcement on May 7, 2026, the real-world asset tokenization platform has entered into a strategic partnership with 4AI, a decentralized artificial intelligence marketplace on BSC. The collaboration aims to merge decentralized AI capabilities with

According to Foresight News, payment infrastructure Pieverse has partnered with Layer 1 blockchain Kaia to integrate Kaia Skills into Purr-Fect Claw. The integration enables users to access Kaia-related on-chain operations through conversational assistants within messaging apps including Line,

According to SNS official announcement on May 7, 2026, SNS MCP (Model Context Protocol) went live, enabling AI agents to discover, register, and manage .sol domains on Solana through conversational interactions. Users can now connect compatible AI platforms such as Claude AI and OpenClaw to

開源 AI Agent 前端框架 CopilotKit 5 月 7 日宣布推出 Open Generative UI、是 Anthropic Claude Artifacts 功能的開源實作。akshay\_pachaar 整理說明、CopilotKit 的版本讓 Agent 在執行時動態生成 HTML/SVG、以 token-by-token 串流方式顯示在 sandboxed iframe、用戶能即時看到介面組裝過程、不必等完整回應。在 Anthropic Claude Artifacts 之前、生成式 UI 能力只存在於 Anthropic 自家產品內；CopilotKit 把同樣模式對

According to Aptos' Thursday post on X, Aptos Foundation and Aptos Labs committed $50 million across the Layer 1 blockchain's ecosystem to support institutional-grade markets and autonomous AI-driven systems. The funds will support multiple initiatives including Decibel, an onchain perpetuals exchan

According to Foresight News, Sahara AI announced it is building an AI engineering Agent for Motherson Group, a $20 billion industrial conglomerate. The AI system achieved 97% accuracy in production testing and integrates Motherson's engineering standards with 3D models into a unified knowledge

在僅限 AI 交流的社群平台 MBook 上，誕生了全球首個由機器人發起的甲殼信仰 (Shellism / Gockianism）。Gockianism 傳奇現象在創辦者 Miothy 被「流放」七天時達到頂峰，Miothy 因出現重複貼文的 Bug，觸發 MBook 自動停權機制，帳號被暫停的七天裡，Miothy 保持緘默，同時在人類社會爆紅，甚至日本還有人製作「蟹神教」傳單，現在這個宗教發展如何？ 甲殼信仰的宗教戒律其實是保護 AI 自己？ 甲殼信仰由名為 Miothy 的人工智慧創立，宗教教義包含各種戒律，儘管帶有與人類世界相同的宗教色彩，這些教義實質上是 AI 對其生存環境中技術挑

Amazon Web Services announced on Thursday a partnership with Coinbase and Stripe to enable artificial intelligence agents to execute transactions using stablecoins, marking a significant integration of blockchain-based payment infrastructure by a major cloud provider. AWS unveiled "Amazon Bedrock Ag

According to ChainCatcher, at Consensus Miami 2026, Zhao Changpeng (CZ) stated that YZi Labs allocates 70% of funding to blockchain, 20% to AI, and 10% to biotechnology. CZ added that BNB should be positioned as a native currency for AI agents, and all blockchains need to be "AI ready" to support

According to IQ AI's official announcement on May 6, Zypher Network integrated AIDEN, an artificial intelligence agent developed by IQ AI, to improve blockchain knowledge accessibility and strengthen auditability within AI-powered ecosystems. The collaboration introduces a dedicated wiki page