AI Agent: A Journey into Web3 Intelligence

AI Agent: A Journey into Web3 Intelligence

The AI ​​Agen wave of innovation is sweeping the globe. How will it take root and flourish in Web3? Let's embark on this journey of intelligent transformation together.

83 articles
IC3, a collaboration of top universities, deconstructs: Is AI x Crypto the real future or a narrative bubble?
Crypto x AI In-Depth Report: The Integration of AI and Blockchain is Still in its Early Stages, Debunking Five Common Misconceptions. Key technologies such as protected pipeline frameworks, zero-knowledge proofs, TEE, and DePIN are analyzed to reveal the true costs, security challenges, and future of the agent economy in decentralized AI.
链捕手 ChainCatcher
从ChatGPT到资本战争：OpenAI冲刺IPO背后隐藏哪些Crypto机会？
OpenAI正式确认已经向美国SEC秘密递交IPO申请。同时，公司长期技术路线图也首次曝光，到2028年，AI将承担大部分自身研发工作
CryptoPulse
Gary Yang: Agent Economy and AI Sub-Microeconomics
The trend of AI Protocols converging into Crypto Protocols is an inevitable consequence of first principles.
Gary Yang
硅谷「创投教父」史蒂夫·霍夫曼：Web3 + AI 可能是一个陷阱
Web3 增加了摩擦，提高了复杂度，还带来了监管风险。相反，AI 是真正的通用底层技术。
Metatrend元潮
Major powers blockade chip supply, tech giants buy nuclear power plants: Why we should take DeAI seriously now.
With escalating US chip controls, Huawei's Ascend 950PR enters mass production; Saudi Arabia and the UAE are aggressively buying computing power; and data centers in Kenya have been shut down. Can decentralized AI (DeAI), which uses blockchain to connect idle GPUs globally, break the oligopoly? Exploring a third possibility.
Conflux
Crypto Agent商业化基础设施研究：以稳定币为核心“原生货币层”与结算网络深度解析
AI Agent要成为真正的经济主体，第一步不是变得更聪明，而是拥有自己的钱包。
Go2Mars的Web3研究
Gradients：Bittensor生态的去中心化AI训练基础设施
Gradients 补齐了 TAO 生态中的训练基础设施，并探索“市场驱动 AI 优化”的新范式，长期有潜力发展为去中心化 AI 训练的重要入口层。
CoinW研究院专栏
The Rising Star of the Base Ecosystem: The Logic Behind Dolphin Network's $POD Surge of 14 Times in a Single Month
With the explosive growth of the Venice ($VVV) ecosystem, Dolphin drove $POD to surge more than 14 times in a single month through 100% revenue buyback and a peer-to-peer pool model. Its rigorous staking penalty mechanism successfully solved the pain points of computing power efficiency and trust in decentralized AI inference.
Yuliya
The "VVV" concept, which has surged ninefold in six months, represents a new AI theme within the Base ecosystem.
The Base ecosystem's AI-driven "VVV" concept has seen explosive growth, with Venice token $VVV's deflationary model driving a 9-fold increase, $POD rising over 12 times, and related tokens such as $SR following suit.
区块律动BlockBeats
Virtuals真正做的不是AI Agent，而是AI Agent的资本市场
AI Agent从工具到可交易资产，如何构建链上经济体系？Agentic GDP与ACP协议揭秘。
137Labs
Agent经济的基础设施:：Web4.0赛道全景研究
谁在为AIAgent盖房子、发工资、定身份？
北大区块链研究
Behind the $TAO crash: DeAI's "impossible triangle" revealed by Bittensor's internal strife
Bittensor ($TAO), touted as the undisputed leader in decentralized AI, suddenly faced an epic internal crisis. Its token plummeted by 15%-25% in a single day, causing countless believers to lose a significant portion of their assets.
Max.S
IOSG: TAO is Elon Musk, who invested in OpenAI; Subnet is Sam Altman.
Why is it said that the more successful Bittensor becomes, the more dangerous it may be for TAO investors?
IOSG
稳居AI第一的Bittensor：技术在进化，用户在逃离？
Web3 与AI的融合正在脱离早期阶段。市场对 AI 加密赛道的审视从早期的“概念炒作”向“基本面与技术落地”转移。这转变中，展现出极强韧性与技术突破的项目正在重塑市场的估值体系。
BlockBooster
The person who helped TAO rise by 90% has now personally caused the price to crash.
Sam Dare, founder of Covenant AI and a core team in the Bittensor ecosystem, publicly accused the project of decentralization fraud and left with his team, causing the TAO token to plummet by 15%.
深潮TechFlow
如何用AI Agent驱动链上资产管理
对于有能力同时驾驭 Web3 与 AI 两个维度的团队而言，当前正是介入的窗口期——无论是在执行层构建更可靠的链上 Agent 系统，还是在基础设施层打通数据、权限与信任的关键环节，都存在相当大的空白地带有待填补。
Go2Mars的Web3研究
Bittensor vs Virtuals: Two starkly different AI flywheel mechanisms
This article compares the flywheel mechanism of Bittensor subnets and Virtuals agents, analyzing their core differences in terms of entry barriers, distribution capabilities, and ecosystem orientation, helping you grasp the investment trend of AI and blockchain integration.
Foresight News
Peeling back the layers of Bittensor's valuation, what's left after the subsidies recede?
Bittensor (TAO) boasts a market capitalization of $2.6 billion, but its AI subnet's actual external annual revenue is only a few million dollars. This article provides an in-depth analysis of TAO's economic model, revealing that its high valuation relies on token subsidies and market narratives rather than sustainable demand for AI services, and faces pressure from both centralized giants and self-custody costs.
Foresight News
OKX Ventures：拆解AI Agent经济基建（上）——x402、ERC-8004与Virtuals
OKX Ventures深度研报揭示AI Agent经济爆发路径，聚焦x402支付层、ERC-8004信任层与Virtuals商业层三大核心协议，解析OpenClaw等应用如何构建自主经济体。
OKX
In-depth analysis of AI and Crypto: The era of symbiosis between algorithms and ledgers
Four key scenarios for the integration of AI and cryptocurrency in 2026: 1. Infrastructure layer; 2. Intelligence layer; 3. Economic layer; 4. Privacy layer.
火币成长学院