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 (601)

Creativity in the AI Era: How Ordinary People Can Move from Passive Tool Use to Actively Shaping Personal Value
Beginner

Creativity in the AI Era: How Ordinary People Can Move from Passive Tool Use to Actively Shaping Personal Value

In the age of AI, everyday individuals retain their creativity. The true challenge lies in moving beyond repetitive tasks to restore skills in observation, expression, connection, and practical application. This article offers a systematic analysis of how ordinary people can foster creativity across four dimensions—mindset, daily training, tool use, and action paths—and demonstrates how AI can serve as an assistant to enhance personal value.
2026-04-03 10:44:41
The Future Direction of ChatGPT: From an AI Chat Tool to a Personal Intelligent Operating System
Beginner

The Future Direction of ChatGPT: From an AI Chat Tool to a Personal Intelligent Operating System

This article provides a systematic analysis of ChatGPT’s future development Side across four dimensions: product evolution, technical capabilities, commercial competition, and industry applications. It examines how ChatGPT can advance from an AI chat tool to a personal intelligent operating system equipped with memory, execution, and collaboration capabilities.
2026-04-03 10:33:35
AI and stablecoins are winning despite 2026 crypto market slump
Intermediate

AI and stablecoins are winning despite 2026 crypto market slump

In March 2026, despite the total crypto market capitalization shrinking to $2.42 trillion due to geopolitical conflicts and hawkish interest rate hikes, the AI sector led the market with the smallest decline of just 14%. The total market capitalization of stablecoins surged to a record high of $320 billion, with monthly transaction volume reaching $1.8 trillion, demonstrating momentum that surpasses traditional payment systems. According to Token Terminal, AI drives productivity innovation, while stablecoins, acting as “internet currency,” provide instant payment settlement for AI-driven automated transactions. The deep integration of the two signals that Web3 is shifting from being momentum-driven to a year of true infrastructure transformation.
2026-03-30 10:02:36
A research paper sent memory stocks plummeting
Intermediate

A research paper sent memory stocks plummeting

The article examines the limitations of benchmark comparisons, model scale, and engineering implementation. It introduces the DeepSeek efficiency shock and the Jevons paradox to explore how efficiency innovation both squeezes short-term hardware demand and creates greater long-term opportunities for application expansion.
2026-03-30 09:21:25
Crypto Skills vs APIs: The Paradigm Shift from Interface Calls to AI Capability Packaging
Beginner

Crypto Skills vs APIs: The Paradigm Shift from Interface Calls to AI Capability Packaging

Crypto APIs and Crypto Skills represent two distinct approaches to functionality in the crypto industry. The former focuses on providing low-level, atomic interface calls, while the latter emphasizes modular capability packaging designed for AI Agents.
2026-03-27 11:14:53
How to Trade with Crypto Skills: From Strategy Design to Automated Execution
Beginner

How to Trade with Crypto Skills: From Strategy Design to Automated Execution

From strategy design to execution, Crypto Skills allow traders to build complete trading systems through modular components, emerging as a key tool for enabling automated trading.
2026-03-27 11:11:42
AI Agent Skills in the Crypto Industry: From Automated Analysis to Intelligent Execution
Beginner

AI Agent Skills in the Crypto Industry: From Automated Analysis to Intelligent Execution

AI Agent Skills are becoming a key layer of intelligence infrastructure in the crypto industry. From data analysis to automated execution, these modular capabilities not only improve decision-making efficiency but also accelerate the automation of trading and on-chain operations.
2026-03-27 11:10:28
What Is Perle (PRL)? A Complete Guide to Its Web3 AI Data Training Protocol and Token Model
Beginner

What Is Perle (PRL)? A Complete Guide to Its Web3 AI Data Training Protocol and Token Model

Perle (PRL) is a data training protocol that combines Web3 and artificial intelligence. It aims to provide AI systems with high-quality, auditable data through expert-level human feedback, known as RLHF, and on-chain verification mechanisms. By leveraging token incentives and decentralized collaboration, Perle builds an open network that connects data demand with professional contributors, shifting the AI data market from a scale-driven approach to one focused on quality.
2026-03-27 10:52:43
Perle vs Traditional Data Labeling Platforms: How Web3 Is Reshaping the AI Data Market
Beginner

Perle vs Traditional Data Labeling Platforms: How Web3 Is Reshaping the AI Data Market

Compared with traditional platforms like Scale AI and Appen, the core significance of Perle lies in its attempt to address the “data black box” problem and incentive misalignment in the AI data market. In the traditional model, platforms capture most of the value. Under Web3 architecture, however, data contributors can earn long-term, sustainable rewards through an on-chain reputation and token incentives, helping to reshape the underlying dynamics of data production.
2026-03-27 10:50:28
How Does Render Work? A Detailed Explanation of Its Decentralized GPU Rendering Mechanism
Beginner

How Does Render Work? A Detailed Explanation of Its Decentralized GPU Rendering Mechanism

Render Network is a decentralized compute network that connects creators’ rendering and AI workloads with idle GPU resources around the world. Through task splitting, distribution, and verification mechanisms, along with Proof of Render (PoR) for result validation and on-chain settlement, Render transforms traditional centralized render farms into an open, distributed compute infrastructure. This improves resource utilization while lowering overall computational costs.
2026-03-27 10:42:21
What Types of Crypto Skills Are Available in Gate Skills Hub? An Analysis of AI Agent Skill Architectur
Beginner

What Types of Crypto Skills Are Available in Gate Skills Hub? An Analysis of AI Agent Skill Architectur

Gate Skills Hub is a crypto skill management platform within the Gate AI ecosystem. It organizes capabilities such as trading operations, on-chain interactions, data analysis, and automated scheduling into distinct skill types, forming a structured and modular system.
2026-03-27 10:37:42
RENDER Tokenomics Explained: Supply, Incentives & Value Capture
Beginner

RENDER Tokenomics Explained: Supply, Incentives & Value Capture

RENDER is the native token of Render Network, used to pay for decentralized GPU rendering services, node incentives, and network governance. Through the unique Burn-Mint Equilibrium (BME) model, each task payment causes tokens to be burned, while the network mints new tokens per epoch to reward participants, forming a demand-driven supply balance.
2026-03-27 10:36:40
How Gate Skills Hub Works: An Analysis of AI Agent Skill Invocation and Execution Mechanisms
Beginner

How Gate Skills Hub Works: An Analysis of AI Agent Skill Invocation and Execution Mechanisms

Gate Skills Hub is a skill invocation and execution platform within the Gate AI ecosystem. It connects AI Agents with on-chain data, trading capabilities, and automated task systems. Through modular skill architecture, it packages different functions into callable capabilities, enabling AI Agents to execute complex Web3 tasks and build automated workflows.
2026-03-27 10:34:43
Render vs io.net vs Akash: A Comparison of DePIN Compute Networks
Beginner

Render vs io.net vs Akash: A Comparison of DePIN Compute Networks

Render, io.net, and Akash are not simply competing in the same market. They are three distinct project archetypes within the DePIN compute sector, each evolving along a different technical path. Render focuses on high-quality GPU rendering with an emphasis on result verification and creator economics; io.net aggregates AI compute power, with its core strengths in large-scale GPU coordination and cost efficiency; while Akash builds a general-purpose decentralized cloud marketplace, offering low-cost compute resources through a competitive bidding mechanism.
2026-03-27 10:33:18
What Is Gate Skills Hub? The Ecosystem Hub Connecting AI Agents and Crypto Skills
Beginner

What Is Gate Skills Hub? The Ecosystem Hub Connecting AI Agents and Crypto Skills

Gate Skills Hub is a crypto skill management and distribution platform within the Gate AI ecosystem. It connects AI agents with blockchain data, trading capabilities, and automated strategies, enabling them to execute complex Web3 tasks and operate autonomously. Through standardized skill interfaces and modular design, Gate Skills Hub allows AI agents to invoke different types of on-chain and market capabilities, making it possible to build more scalable intelligent systems.
2026-03-27 10:32:07