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zkPyTorch: Bringing Zero-Knowledge Proofs to PyTorch Inference for Truly Trustworthy AI
Intermediate

zkPyTorch: Bringing Zero-Knowledge Proofs to PyTorch Inference for Truly Trustworthy AI

This article delves into how the zkPyTorch compiler launched by Polyhedra Network integrates the mainstream AI framework PyTorch with zk-SNARKs technology, reducing the development threshold for ZKML and achieving credible verification and privacy protection in the machine learning inference process. It covers its three core modules (preprocessing, quantization, circuit optimization), key technologies (DAG, lookup tables, FFT convolution), multi-level circuit optimization strategies, and showcases breakthroughs in performance and accuracy of zkPyTorch through empirical data from VGG-16 and Llama-3.
6/11/2025, 3:26:11 AM
Understanding Hyberbolic: The Open-Access AI Platform
Intermediate

Understanding Hyberbolic: The Open-Access AI Platform

Hyperbolic is an innovative open-access AI platform offering cost-effective computing resources and AI services through its decentralized GPU marketplace and cutting-edge technology. The platform enables AI inference, GPU rental, and AI model monetization—making it easy for researchers, businesses, and developers to get started while optimizing costs. Through its advanced architecture featuring Proof of Sampling (PoSP) and spML technology, users can execute computational tasks securely and efficiently. From beginners to professionals, Hyperbolic delivers powerful tools and resources to help users explore and advance AI technology.
1/10/2025, 2:09:52 AM
Our Stride Thesis
Intermediate

Our Stride Thesis

This article introduces the Stride project and why it has quickly risen to become the first staking protocol in the Cosmos ecosystem.
2/16/2024, 1:10:00 AM
Our Across Thesis
Intermediate

Our Across Thesis

This article analyzes the tremendous potential for the development of the Layer 2 (L2) market and the accompanying bridging needs among various L2 solutions. It delves into the current status, potential, and risks of the cross-chain protocol Across Protocol in this market.
1/5/2024, 1:34:41 AM
Chainlink 2.0 - A game changer?
Advanced

Chainlink 2.0 - A game changer?

The growth potential of the crypto market and its applications will generate a great demand for quality oracle services. Chainlink seems very well positioned to take advantage of this movement and remain the leading provider of this type of service.
12/16/2022, 11:02:28 AM
BUILD Token: Innovative driving force and AI automation platform on the Solana blockchain
Beginner

BUILD Token: Innovative driving force and AI automation platform on the Solana blockchain

The BUILD token is the native token of a project on the Solana blockchain that focuses on decentralized application development. With its fast, low-cost transaction capabilities and strong community support, the BUILD token provides a promising ecosystem for developers and investors.
1/20/2025, 3:05:23 AM
Sentient AI Models
Intermediate

Sentient AI Models

Sentient AGI is to find a viable way to enable open-source developers to monetise AI models. This article explores why Sentient's mission matters and examines their proposed solution.
11/16/2024, 3:38:19 PM
How DeFi Protocols Generate Revenue and Why It's Important
Intermediate

How DeFi Protocols Generate Revenue and Why It's Important

This article explores how DeFi protocols generate revenue through several means; from direct charges to indirect sources, ensuring sustainability and financial innovation in the decentralized finance ecosystem.
5/15/2024, 2:39:49 AM
Gate Research: Bitcoin Market Share Hits a 3-Year High at 60.5%; NFT Trading Volume in October Up 18% From Last Month
Advanced

Gate Research: Bitcoin Market Share Hits a 3-Year High at 60.5%; NFT Trading Volume in October Up 18% From Last Month

BTC and ETH prices experienced a decline over the weekend, with BTC dropping below $70,000. The S&P 500 index rose by 0.41%, the Nasdaq increased by 0.80%, and the Dow Jones gained 0.69%. In the U.S., Bitcoin and Ethereum spot ETFs saw net outflows of $54.94 million and $10.93 million, respectively. Bitcoin's market share reached 60.5%, marking a nearly three-year high. Radiant Capital has resumed its lending market on the Base network. Between November 1 and 4, three projects announced funding, totaling over $9 million.
11/5/2024, 3:02:08 AM
Read ALL About NUIT in one Article
Beginner

Read ALL About NUIT in one Article

The Notte (NUIT) project is based on the LLM model, leveraging technologies such as web structuring and blockchain to enable AI agents to deeply understand and process internet information in web browsers.
2/18/2025, 10:11:29 AM
Can AI Survive in a Crypto World: 18 Large Model Crypto Experiments
Advanced

Can AI Survive in a Crypto World: 18 Large Model Crypto Experiments

AI performs well on encryption algorithms and blockchain knowledge, but does not perform well on mathematical calculations and complex logical analysis. It is very important to develop encryption-specific AI benchmarks, which will provide an important reference for the application of AI in the encryption field.
9/26/2024, 3:19:04 AM
The great return of DeFi
Intermediate

The great return of DeFi

This article reviews the development of DeFi, analyzes the key drivers behind the DeFi Summer, explores current trends in DeFi regarding technology, user adoption, institutional participation, and macroeconomic policies, and discusses how these factors may signal the resurgence of DeFi.
10/16/2024, 3:23:20 AM
What is Dolos The Bully? All You Need to Know About BULLY
Intermediate

What is Dolos The Bully? All You Need to Know About BULLY

Dolos The Bully is a meme coin that engages users through storytelling and Artificial Intelligence. The project offers users a community experience and focuses on crypto trading education.
12/16/2024, 7:00:49 AM
Swell Network; a Deep Dive into the Most Interesting L2
Intermediate

Swell Network; a Deep Dive into the Most Interesting L2

Swell Network is an innovative non-custodial staking protocol offering liquid staking and restaking services, designed to simplify DeFi access and secure the future of Ethereum staking services. Swell has rapidly grown its TVL to $2.1 billion through its unique architecture, which includes the restaking Rollup and EigenDA data layer, as well as a native yield mechanism. The growth of Swell L2 has been particularly notable, with its pre-launch deposits increasing from zero to over $1 billion in just 28 days, demonstrating its potential and leadership in the DeFi sector.
5/16/2024, 4:33:42 AM
What is NetMind Power? All You Need to Know About NMT
Intermediate

What is NetMind Power? All You Need to Know About NMT

NetMind Token (NMT) powers the NetMind Power platform, a decentralized computing network leveraging idle GPU resources for AI tasks.
1/15/2025, 7:03:00 AM

ประตูสู่โลกแห่งคริปโต สมัครสมาชิก Gate สำหรับมุมมองใหม่ๆ

ประตูสู่โลกแห่งคริปโต สมัครสมาชิก Gate สำหรับมุมมองใหม่ๆ