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 (591)

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 10:11:02
PRL Tokenomics Explained: Incentives, Distribution, and Value Capture
Beginner

PRL Tokenomics Explained: Incentives, Distribution, and Value Capture

PRL is the native token of the Perle network, designed to power and coordinate the “human participation layer” within the AI data economy. Unlike general purpose tokens used mainly for payments or staking, PRL focuses on building a sustainable system of incentives and governance among data contributors, enterprise users, and ecosystem participants. Its goal is to drive the production, validation, and circulation of high quality human annotated data.
2026-03-27 09:55:20
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 09:40:12
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 09:35:48
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 09:05:40
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 08:28:47
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 08:20:41
AI Expansion Driving Energy Market Transformation: A Deep Dive into Future Energy Investment Logic
Beginner

AI Expansion Driving Energy Market Transformation: A Deep Dive into Future Energy Investment Logic

AI's rapid expansion is reshaping the global energy marketplace. Discover how to respond to the surge in AI-driven energy demand and pinpoint the critical factors shaping future energy investment strategies.
2026-03-27 08:16:33
Analyzing the Drivers Behind Bittensor (TAO) Price Growth: AI Narrative and Decentralized Compute Network Insights
Beginner

Analyzing the Drivers Behind Bittensor (TAO) Price Growth: AI Narrative and Decentralized Compute Network Insights

The surge in Bittensor (TAO) prices is driven by the structural synergy between the expanding AI narrative and decentralized hash rate networks. This article offers a comprehensive analysis of the driving mechanisms, value capture, and associated risks.
2026-03-27 08:16:25
Tech Accelerationism and Decentralization: Balancing AI and Humanity’s Future
Beginner

Tech Accelerationism and Decentralization: Balancing AI and Humanity’s Future

Examine the debate between technological accelerationism and decentralized technologies, analyze how AI and humans can work together to advance future societal development, and discuss how decentralization acts as a digital firewall to prevent the misuse of technology.
2026-03-27 08:11:38
From SEO to GEO: How Brands Can Occupy Large Model Mindshare in the AI Era
Intermediate

From SEO to GEO: How Brands Can Occupy Large Model Mindshare in the AI Era

The article systematically analyzes the brand strategy shift from SEO to GEO (Generative Engine Optimization) in the AI era, providing businesses with a complete framework for determining the necessity of investment and practical implementation pathways.
2026-03-27 07:03:14
The Era of Encrypted AI Agents Has Arrived: How x402 Rewrites Financial and Tax Logic
Intermediate

The Era of Encrypted AI Agents Has Arrived: How x402 Rewrites Financial and Tax Logic

This article examines the disruptive impact of HTTP 402 on traditional financial and tax paradigms, highlighting a relentless progression: eliminating intermediaries, enabling fragmented micropayments, and advancing cross-chain anonymity.
2026-03-27 06:24:30
Gate Research: Building a crypto AI investment advisor based on openClaw
Advanced

Gate Research: Building a crypto AI investment advisor based on openClaw

Gate Research: This paper focuses on the practical need for trade review in the crypto market. Based on the OpenClaw framework and Gate MCP capabilities, it develops an AI investment advisory system that automates the entire process from data ingestion and metric analysis to report generation. By introducing an agent-based architecture and modular tool invocation, the system enables AI not only to understand trading data but also to perform analysis and support decision-making, producing review reports that are both interpretable and actionable. Overall, this approach validates the potential of the “LLM + MCP + Agent” paradigm in financial scenarios, offering a feasible path for the engineering implementation of AI-driven investment assistance and laying the foundation for future evolution toward more intelligent and quantitatively driven decision systems.
2026-03-27 03:04:51
Audiera GameFi Experience: How Dance-to-Earn Combines AI and Rhythm Gaming
Beginner

Audiera GameFi Experience: How Dance-to-Earn Combines AI and Rhythm Gaming

The evolution from Audition to Audiera represents a paradigm shift from Web2 rhythm games to a GameFi platform model. The core transformation lies in upgrading traditional gameplay and social interaction into an AI- and blockchain-powered interactive economic system, where players are no longer just content consumers but participants in creation, competition, and value distribution. By introducing Dance-to-Earn (D2E) mechanics and AI-driven content generation, rhythm games are redefined as a digital ecosystem with built-in rewards and economic cycles.
2026-03-27 01:35:01
Big Ideas 2026: Part 1
Intermediate

Big Ideas 2026: Part 1

a16z has unveiled the first set of trend insights from "Big Ideas 2026", covering four major areas: Infrastructure, Growth, Healthcare, and the Virtual World. AI is evolving from a tool into a system, transitioning from understanding and generation to autonomous execution, collaboration, and creation. The article deconstructs key transformative concepts such as multimodal data governance, agent-native infrastructure, video models, collaborative vertical AI, preventative healthcare, and world models, presenting the most structurally impactful technological roadmaps and opportunities for industry professionals in 2026.
2026-03-26 23:54:09
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