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.

67 articles
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
Following institutional backing and price increases, let's re-examine the true value of Bittensor's 128 subnets.
Approximately 3,600 TAO (about $960,000) are allocated daily across all subnets, with the top ten controlling about 56% of the share.
Yuliya
Detailed Explanation of ERC-8183: Ethereum's Solution to the Challenge of Trust Between AI Agents
In the world of agents, deceit and treachery abound; reputation alone is not enough to conquer the world.
Odaily星球日报
Agentic AI拐点已至？当AI学会「自己行动」，如何重构Web3的安全边界？
在 Web2，AI 失控最多删掉你的邮件；在 Web3，却可能让你的资产「灰飞烟灭」。
imToken
Web4.0 In-Depth Research Report: The Rise, Technological Logic, and Future Vision of the AI ​​Economy
When AI has its own wallet and starts making money on its own.
火币成长学院
Whoever controls computing power implicitly controls the future of AI: Anastasia, co-founder of the Gonka protocol
How can we innovate in the way we acquire computing power to build a more controllable and secure AI ecosystem?
Gonka
Understanding this AgentFi overview report is key to capturing the Alpha of the AI-native economy.
x402 payments have exceeded $50 million, and ERC-8004 has already had 24,000 agents registered.
深潮TechFlow
What is the real competition in the AI ​​Agent economy?
Credit systems solve the problem of who is trustworthy, while algorithmic trust solves the problem of not needing to trust anyone.
Han Qin
Does payment between AI agents always require Crypto?
Visa is a payment network based on human trust, while Crypto is a settlement layer based on machine trust.
Han Qin
从AI Agent到链上权限边界：ERC-8004正在改变什么？
ERC-8004 并不定义新的资产，也不改变交易或支付如何执行，而是尝试为链上行为建立一套可被系统理解和校验的权限模型，让授权本身成为可描述、可约束、可管理的对象。
CoinW研究院专栏
2026 AI Agent经济展望：重塑AI身份与网络价值流转
基于a16z Crypto的展望报告， 2026 年重塑AI+Crypto格局的三大核心趋势是： 科研新范式：从单体Agent走向“Agent-Wrapping-Agent”。 金融基础设施革命：从 KYC 到 KYA（Know Your Agent）。 经济模型重构：通过纳支付与可编程 IP，解决开放网络面临的“隐形税”危机
Movemaker
Interview with Gonka AI: With five giants monopolizing 80% of computing power, how can AI truly belong to everyone?
Video
"The only way to truly make AI belong to the people and avoid single points of failure is to build a decentralized computing network of comparable scale."
The Round Trip
A quick overview of Virtuals' three proxy publishing mechanisms: Pegasus, Unicorn, and Titan.
The Virtuals Protocol’s three agent deployment mechanisms are designed for early experimentation, belief growth, and large-scale deployment, respectively, aiming to flexibly meet the needs of different builders and promote the development of the agent market.
深潮TechFlow
Noya.ai Research Report: The Predictive Market Intelligent Agent Revolution Under the AI×DeFi Narrative
Predicting market intelligence agents is becoming a new trend in the integration of AI and cryptography. NOYA.ai, with Omnichain Vaults and AI Agent at its core, is building an automated asset management platform that goes from intelligence to execution, exploring high-odds opportunities under low valuations.
博闻札记
Interview with Kite AI: How to build a unified framework for payment, identity, and governance for AI agents?
Video
In this episode of Founder's Talk, Kite AI CEO Chi Zhang shares his journey from a top AI and data company to entrepreneurship, Kite AI's grand vision of building a trust framework for the machine internet, and how to seize the "once-in-a-lifetime" opportunity in a new AI paradigm composed of data, computing power, models, and agents.
The Round Trip
The third path for AI: leveraging the strengths of OpenAI and compensating for the weaknesses of Bittensor, Sentient uses Web3 to realize the practical value of Web2.
Sentient TGE is imminent, and registration for the token airdrop is now open. Sentient aims to achieve more flexible collaborative intelligence through a network of multiple intelligent agents with different specializations, and has already secured $85 million in funding. Its ROMA framework, Dobby model, and Sentient Chat provide a one-stop intelligent service.
Yuliya
Interview with GAIB founder Kony: Breaking the "capital dilemma" of AI infrastructure, how does GAIB turn GPUs and robots into income-generating assets in the DeFi world?
Video
GAIB tokenizes AI infrastructure (GPUs, robots), building an RWA×AI×DeFi model. A TGE will be held on November 19th, and its token will combine governance and cybersecurity features. The AI Dollar stablecoin will integrate the yields of all tokenized AI assets.
The Round Trip