DePin

DePin stands for Decentralized Physical Infrastructure Network. It's about leveraging a system of rewards, paid out in tokens, to motivate people to pool resources like storage, bandwidth, computing power, and energy. The goal is to collaboratively create and sustain the backbone of the network, making it a collective effort.

Articles (150)

Deconstructing AI Capex: From Compute Arms Race to Physical Infrastructure Evolution of AGI
Beginner

Deconstructing AI Capex: From Compute Arms Race to Physical Infrastructure Evolution of AGI

AI Capex refers to long-term financial investments in physical AI infrastructure like GPU chips, data centers, and power grids. This article explores its role in LLM evolution, AGI scaling, and ecosystem integration with Gate.
2026-10-23 10:01:50
DePIN Tokenomics: Resource Incentives and Value Capture
Beginner

DePIN Tokenomics: Resource Incentives and Value Capture

DePIN uses token incentives to coordinate distributed resources, but network growth does not guarantee lasting token demand. Explore AIOZ Network’s incentive model, supply dynamics, value capture and the conditions for sustainable infrastructure economics.
2026-10-22 10:49:43
AIOZ Network: DePIN Infrastructure and Ecosystem
Intermediate

AIOZ Network: DePIN Infrastructure and Ecosystem

AIOZ Network provides decentralized infrastructure for Web3, including AI computing, distributed storage and content delivery. Explore its technology, tokenomics, ecosystem and long-term growth opportunities and challenges.
2026-10-22 10:48:29
Piercing the Multichain Fog: AI Data Provenance and Asset Value Reconstruction in Sui Ecosystem from a DePin Perspective
Beginner

Piercing the Multichain Fog: AI Data Provenance and Asset Value Reconstruction in Sui Ecosystem from a DePin Perspective

DePin uses blockchain and token incentives to coordinate decentralized physical infrastructure. Explore its economic model, the Sui Foundation’s $30 million backing of DATA Network, token utility and the project’s connection to Gate’s spot ecosystem.
2026-10-21 10:32:35
A Complete Guide to Acurast
Beginner

A Complete Guide to Acurast

Acurast is a DePIN Layer 1 that turns idle smartphones into confidential, verifiable cloud nodes. Developers deploy serverless workloads to TEE-secured phone processors; Compute Providers earn ACU. Mainnet and the ACU TGE went live on January 20, 2026.
2026-10-16 01:48:44
How Can DePIN Power Physical AI? Vangrid Funding and New Opportunities in Spatial Data Networks
Beginner

How Can DePIN Power Physical AI? Vangrid Funding and New Opportunities in Spatial Data Networks

Vangrid has completed a $9 million seed round of financing to explore the collection, verification, and distribution of spatial data through a DePIN network, providing real-world data infrastructure for robotics, autonomous systems, and Physical AI.
2026-10-09 10:30:57
Solana Seeker SKR Rewards and Season 2 Guide
Beginner

Solana Seeker SKR Rewards and Season 2 Guide

Solana Seeker SKR rewards must be separated into Season 1 historical allocations, individual Season 2 activities, and SKR staking. Season 1 allocations were published; Season 2 should not be presented as a fixed-amount airdrop, and each activity’s status and claim conditions must be checked separately.
2026-09-15 05:36:46
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.
2026-09-10 07:14:15
What Is the Difference Between OKZOO and Traditional DePIN Projects?
AIoT Network vs Infrastructure Network
Beginner

What Is the Difference Between OKZOO and Traditional DePIN Projects? AIoT Network vs Infrastructure Network

The core distinction between OKZOO and traditional DePIN projects lies in the type of resources the network produces and utilizes. Traditional DePIN projects center on infrastructure resources like hashrate, communication networks, bandwidth, or geolocation. In contrast, OKZOO focuses on environmental data collection and AI data infrastructure. Through P-mini devices, OKZOO gathers real-world environmental data and combines AI Pet and AIOT incentive mechanisms to build an AIoT network.
2026-06-22 02:00:20
What Is OKZOO (AIOT)? A Comprehensive Guide to the Mechanics and Ecosystem of the AIoT Machine Network.
Beginner

What Is OKZOO (AIOT)? A Comprehensive Guide to the Mechanics and Ecosystem of the AIoT Machine Network.

OKZOO (AIOT) is an AIoT infrastructure integrating AI, IoT, and blockchain networks, collecting real-world data through distributed environmental sensing devices and leveraging AI Pet interaction mechanisms and AIOT tokens to incentivize user data contributions. OKZOO aims to build a global environmental data network, providing trustworthy, Tiempo real, and verifiable data sources for AI models, smart devices, and real-world applications.
2026-06-22 01:54:52
How Does OKZOO Work? A Complete Breakdown of the Environmental Data Upload and Incentive Distribution Process
Beginner

How Does OKZOO Work? A Complete Breakdown of the Environmental Data Upload and Incentive Distribution Process

OKZOO collects real-world data—such as air quality, temperature, humidity, and noise—via its P-mini environmental sensing device, then uploads the data to a decentralized network for verification and recording. A full data upload process typically involves six stages: environmental data collection, device preprocessing, network verification, on-chain recording, AI data integration, and reward distribution. Unlike traditional IoT networks, OKZOO integrates data contribution, on-chain incentives, and AI use cases, enabling real-world data to continuously become verifiable digital assets and AI resources.
2026-06-22 01:53:27
GEODNET vs. Traditional CORS Networks: What’s the Difference Between These Two High-Precision Positioning Infrastructures?
Beginner

GEODNET vs. Traditional CORS Networks: What’s the Difference Between These Two High-Precision Positioning Infrastructures?

Both GEODNET and traditional CORS networks deliver RTK high-precision positioning services, yet GEODNET operates on a Decentralized Physical Infrastructure Network (DePIN) model, whereas traditional CORS networks are predominantly centrally built and maintained by government agencies, surveying authorities, or commercial operators. While both depend on GNSS reference stations to produce positioning correction data, they differ markedly in network expansion approaches, cost structures, and participation models.
2026-06-17 07:50:21
What is GEODNET? A Comprehensive Understanding of the Operating Mechanism and Ecosystem of the Decentralized High-Precision Positioning Network
Beginner

What is GEODNET? A Comprehensive Understanding of the Operating Mechanism and Ecosystem of the Decentralized High-Precision Positioning Network

GEODNET (GEOD) is a global high-precision positioning network built on a Decentralized Physical Infrastructure Network (DePIN). By incentivizing users to deploy GNSS reference stations, it delivers centimeter-level Real-Time Kinematic (RTK) services for drones, robots, autonomous driving systems, and surveying equipment. Unlike traditional centralized positioning services, GEODNET leverages blockchain and token incentives to expand global positioning infrastructure, enabling high-precision coverage of a wider area at a lower cost.
2026-06-17 07:50:10
What Is RTK Positioning Technology, and How Does GEODNET Deliver Centimeter-Level Navigation Accuracy?
Beginner

What Is RTK Positioning Technology, and How Does GEODNET Deliver Centimeter-Level Navigation Accuracy?

RTK (Real-Time Kinematic, 实时动态定位) is a high-precision positioning technology built on Global Navigation Satellite Systems (GNSS). By calculating satellite signal errors in real time at a reference station and transmitting correction data to user devices, it elevates ordinary GPS accuracy from meter-level to centimeter-level precision. GEODNET integrates RTK with a decentralized physical infrastructure network (DePIN), leveraging globally distributed GNSS reference stations to continuously generate and share correction data. This delivers high-precision positioning services with broader coverage and lower cost. Unlike traditional RTK networks, GEODNET employs token-based incentives to fund infrastructure growth, enabling community-driven global expansion.
2026-06-17 07:48:55
GEODNET vs Helium: How Do the Infrastructure Models of the Two DePIN Networks Differ?
Beginner

GEODNET vs Helium: How Do the Infrastructure Models of the Two DePIN Networks Differ?

GEODNET and Helium are both part of the DePIN (Decentralized Physical Infrastructure Network) sector, but the infrastructure they build serves different purposes. At their core, GEODNET provides location data infrastructure, solving how devices pinpoint their position with accuracy, while Helium offers connectivity infrastructure, addressing how devices connect to the network. Both leverage token incentives to advance real-world infrastructure, yet they differ significantly in their target users, data types, business models, and industry applications.
2026-06-17 07:45:41
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