AI

Artificial Intelligence (AI) enables computers to mimic human thought and action. It's regarded as a key catalyst for the latest wave of tech revolution and industry shift. In the realm of Web3, various initiatives have engaged with the AI sector, pioneering new approaches through decentralized frameworks.

Articles (859)

What is UnifAI Network (UAI)? A Complete Guide to AI Agent Financial Infrastructure and the Agentic Finance Ecosystem
Beginner

What is UnifAI Network (UAI)? A Complete Guide to AI Agent Financial Infrastructure and the Agentic Finance Ecosystem

UnifAI Network (UAI) is an AI-native financial infrastructure network purpose-built for Agentic Finance. Through its AI Agent, Unified Tools layer, and open development framework, it empowers intelligent agents to independently execute on-chain trades, manage assets, and implement DeFi strategies. Unlike traditional DeFi apps that depend on manual user input, UnifAI transforms AI from a mere analytical tool into an autonomous on-chain actor—transitioning from "assisting decisions" to "automating execution."
2026-06-12 05:47:05
How Does UnifAI Network Work? A Comprehensive Breakdown of AI Agent Automático DeFi Strategies
Beginner

How Does UnifAI Network Work? A Comprehensive Breakdown of AI Agent Automático DeFi Strategies

UnifAI Network transforms complex DeFi operations into automated workflows through its AI Agent, Unified Tools Layer, and Agent Execution Framework. Users simply define their objectives, and the AI Agent autonomously analyzes market data, interacts with on-chain protocols, executes trading strategies, and continuously monitors outcomes, enabling complete automation from decision to execution.
2026-06-12 05:46:07
What Is Velvet? Understanding the DeFAI Trading and On-Chain Asset Management Ecosystem
Beginner

What Is Velvet? Understanding the DeFAI Trading and On-Chain Asset Management Ecosystem

Velvet is a DeFAI infrastructure platform built for decentralized finance, DeFi. Through AI Agents, Intent-Based Execution, and on-chain asset management tools, it simplifies the process of participating in complex on-chain trading and portfolio management. Velvet provides a trading terminal, smart Vaults, an AI-driven execution framework, and a governance system, allowing users to manage digital assets in a more intuitive way while maintaining a non-custodial structure.
2026-06-10 08:01:30
Velvet vs Virtuals Protocol: Comparing Two AI Agent Infrastructure Platforms
Intermediate

Velvet vs Virtuals Protocol: Comparing Two AI Agent Infrastructure Platforms

Velvet and Virtuals Protocol both serve the AI Agent ecosystem, but they focus on different directions. Velvet is more focused on DeFAI, Decentralized Finance plus AI, infrastructure. Through Intent-Based Trading, AI Agents, and on-chain asset management systems, it helps users complete trades and manage portfolios. Virtuals Protocol, by contrast, focuses on the creation, deployment, tokenization, and commercialization of AI Agents, enabling developers to build on-chain AI Agents with autonomous behavior.
2026-06-10 07:58:34
What Is a Velvet Vault? Understanding the On-Chain Portfolio Management Vault System
Beginner

What Is a Velvet Vault? Understanding the On-Chain Portfolio Management Vault System

Velvet Vault is an on-chain asset management vault system within the Velvet ecosystem. It allows users to create and manage digital asset portfolios in a non-custodial way. Users can deposit assets into a Vault and receive tokens representing their shares, allowing them to participate in a jointly managed investment strategy. Unlike traditional funds, which rely on centralized institutions, Velvet Vault operates through smart contracts and offers transparency, verifiability, and on-chain settlement. As an important part of Velvet’s DeFAI infrastructure, Vault provides the underlying framework for AI-driven asset management, social investing, and on-chain portfolio management.
2026-06-10 07:55:31
How Does Velvet’s Intent-Based Trading Work? A Complete Execution Flow Guide
Beginner

How Does Velvet’s Intent-Based Trading Work? A Complete Execution Flow Guide

Velvet’s Intent-Based Trading is an intent-driven trading mechanism. Users only need to express their desired outcome, such as buying an asset, adjusting a portfolio, or executing a specific strategy, and the system automatically finds the best execution path and completes the trade. Unlike traditional DeFi trading, where users must choose the trading route themselves, Velvet combines AI Agents, Solver networks, and liquidity aggregation to turn complex on-chain operations into simple goal-based instructions, lowering the barrier to use and improving execution efficiency.
2026-06-10 07:52:15
What is UUSD? A Comprehensive Understanding of the Stablecoin Network’s Operational Mechanism and Ecosystem
Beginner

What is UUSD? A Comprehensive Understanding of the Stablecoin Network’s Operational Mechanism and Ecosystem

UUSD is a Stablecoin network purpose-built for the AI economy and digital finance, delivering a unified infrastructure that integrates Stablecoin issuance, liquidity management, and on-chain settlement for issuers, liquidity providers, developers, and applications. Unlike traditional Stablecoins that primarily act as value carriers, UUSD places greater emphasis on network-layer development, allowing Stablecoins to flow efficiently across diverse applications, markets, and payment scenarios.
2026-06-10 01:47:40
How Does UUSD Work? A Complete Process Analysis of the Stablecoin Network
Beginner

How Does UUSD Work? A Complete Process Analysis of the Stablecoin Network

The operational process of UUSD involves issuers, liquidity providers, the application ecosystem, and market participants. Unlike traditional stablecoins that depend on independent issuance and segregated liquidity building, UUSD leverages shared liquidity and a unified settlement network to bring stablecoins to market more efficiently and achieve widespread adoption. Within the UUSD network, stablecoin issuers can access unified infrastructure for liquidity support, application developers can quickly integrate payment and settlement features, and users create ongoing demand through trading, payments, and on-chain activities.
2026-06-10 01:47:02
What Is IO (io.net)? A Complete Guide to the Decentralized GPU Network and AI Hashrate Ecosystem
Beginner

What Is IO (io.net)? A Complete Guide to the Decentralized GPU Network and AI Hashrate Ecosystem

IO (io.net) is a decentralized GPU compute network built for artificial intelligence (AI) and machine learning (ML) applications. By pooling underutilized GPU resources worldwide, it delivers on-demand, high-performance computing power to developers, enterprises, and AI projects.
2026-06-09 11:49:13
What Is ChainOpera AI (COAI)? A Comprehensive Guide to the Decentralized AI Agent Network and Collaborative Intelligence Ecosystem
Beginner

What Is ChainOpera AI (COAI)? A Comprehensive Guide to the Decentralized AI Agent Network and Collaborative Intelligence Ecosystem

ChainOpera AI (COAI) is a decentralized AI agent network built around the core principle of Collaborative Intelligence. It aims to create an AI ecosystem that is co-created, co-owned, and co-operated by the community. Unlike traditional AI platforms that depend on a single entity to train and deploy models, ChainOpera AI fosters an open AI infrastructure by enabling coordinated participation among AI agents, model developers, GPU resource providers, and end users. By leveraging blockchain technology, it enables the recording of contributions, distribution of value, and coordination of governance.
2026-06-09 10:40:55
Privacy AI Explained: Comparing Venice, Bittensor, and Phala Network Ecosystems
Intermediate

Privacy AI Explained: Comparing Venice, Bittensor, and Phala Network Ecosystems

Privacy AI refers to AI infrastructure that protects user data and computation processes during artificial intelligence training and inference through decentralized networks, trusted execution environments (TEEs), or other privacy preserving computing technologies. Venice, Bittensor, and Phala Network are important representative projects in today’s privacy AI sector. Venice focuses on privacy first AI inference services, Bittensor builds an open AI model collaboration network, and Phala Network provides privacy computing capabilities through trusted execution environments.
2026-06-09 04:49:29
What Is DIEM? Understanding Venice's Tokenized AI Compute Mechanism
Intermediate

What Is DIEM? Understanding Venice's Tokenized AI Compute Mechanism

DIEM is the AI compute resource unit, or Compute Unit, in the Venice ecosystem. It is used to measure and allocate the platform’s artificial intelligence inference capacity. Users obtain DIEM by staking Venice Token (VVV), then use DIEM to access AI models, API services, and inference resources. Unlike the traditional pay per use model for AI APIs, DIEM turns AI compute capacity into an on-chain resource that can be allocated, allowing AI inference services to be managed and used through a tokenized mechanism.
2026-06-09 04:44:00
What Are the Main Use Cases of IO? Understanding AI Training and Inference Demand
Beginner

What Are the Main Use Cases of IO? Understanding AI Training and Inference Demand

IO’s core use cases are concentrated in fields with high demand for GPU computing power, including AI model training, AI inference services, machine learning development, Web3 infrastructure, and DePIN network building. Compared with traditional cloud computing platforms, IO aims to aggregate idle GPU resources around the world and provide developers with a more flexible way to access computing power.
2026-06-08 02:19:46
What Is the IO Token Used For? Understanding IO Token Utility, Allocation and Incentive Mechanisms
Beginner

What Is the IO Token Used For? Understanding IO Token Utility, Allocation and Incentive Mechanisms

The development of AI infrastructure is driving continued growth in global demand for GPU computing power. As large language models, AI Agents, and inference services enter a phase of rapid expansion, GPUs have gradually become an important productive resource in the digital economy. Compared with traditional cloud service providers, which rely on self-built data centers to deliver computing power, IO aims to build a decentralized compute network by aggregating idle GPU resources around the world. The IO Token is the core economic asset that supports the operation of this network.
2026-06-08 02:16:05
What Is Singularry AI? A Complete Guide to the AI-Powered DeFAI Ecosystem
Beginner

What Is Singularry AI? A Complete Guide to the AI-Powered DeFAI Ecosystem

Singularry AI is an AI Agent infrastructure platform built for decentralized finance, DeFi. Through intelligent agents, self-custodial wallets, and automated strategy systems, it helps users manage assets, optimize yields, monitor risk, and carry out on-chain operations. Unlike traditional DeFi tools, which require users to execute actions manually, Singularry AI brings artificial intelligence into the on-chain decision-making and execution process, creating a DeFAI ecosystem that combines automation with transparency.
2026-06-08 02:00:26
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