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 (443)

L3 + Chain Abstraction + Token Flywheel, Deconstructing the Triple Engine of the New Game Noble B3
Intermediate

L3 + Chain Abstraction + Token Flywheel, Deconstructing the Triple Engine of the New Game Noble B3

OpenAI's acquisition of the AI programming platform Windsurf has caused a stir in the industry, while Anthropic's decision to cut off the Claude model from Windsurf has further intensified market competition.
6/11/2025, 10:07:34 AM
Anthropic "Cuts Off" Windsurf, AI Coding Becomes "Proxy War" Among AI Giants
Intermediate

Anthropic "Cuts Off" Windsurf, AI Coding Becomes "Proxy War" Among AI Giants

OpenAI's acquisition of the AI programming platform Windsurf has caused a stir in the industry, while Anthropic's cessation of the Claude model supply to Windsurf has further intensified market competition.
6/11/2025, 10:05:41 AM
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
Pandora's Box: How Unrestricted Large Models Threaten Crypto Security
Intermediate

Pandora's Box: How Unrestricted Large Models Threaten Crypto Security

With the proliferation of open-source large models, "unrestricted AI tools" like WormGPT and FraudGPT are being misused to generate phishing emails, write malicious contracts, and manipulate user communities, posing a serious threat to the security of the encryption industry. This article details the principles, uses, and countermeasures of these models, sounding the alarm for Web3 practitioners.
6/10/2025, 1:50:39 AM
How Generative Engine Optimization (GEO) Rewrites the Rules of Search
Advanced

How Generative Engine Optimization (GEO) Rewrites the Rules of Search

As large language models become the primary gateways for information distribution, SEO is being replaced by GEO—Generative Engine Optimization. a16z offers an in-depth analysis of this paradigm shift in traffic dynamics, highlighting that in the AI era, a brand’s ability to be “remembered” will become its core competitive edge.
6/4/2025, 9:56:00 AM
Why Gen AI Is Banking’s Next True Platform Shift
Intermediate

Why Gen AI Is Banking’s Next True Platform Shift

The article provides a detailed analysis of how the global banking industry is practically applying generative AI, ranging from low-key deployments of internal productivity tools, cautious experiments with customer-facing applications, to bold innovative practices by a few trailblazers.
6/3/2025, 5:41:56 AM
**a16z Leads Catena Labs' \$18M Seed Round as Crypto Bets on Stablecoin AI Payments**
Intermediate

**a16z Leads Catena Labs' \$18M Seed Round as Crypto Bets on Stablecoin AI Payments**

Circle co-founder Sean Neville launched a new project, Catena Labs, which raised $18 million in seed funding led by a16z, targeting an "AI-native financial system." It aims to create payment and identity protocols exclusively for AI agents, ushering in a new era of stablecoin + AI payments.
5/28/2025, 2:56:58 AM
Sahara AI Launches Public Beta Network SIWA: Pioneering the AI-Driven On-Chain Era
Intermediate

Sahara AI Launches Public Beta Network SIWA: Pioneering the AI-Driven On-Chain Era

The article details the core concepts, technical architecture, as well as the functions and goals of the test network SIWA of Sahara AI. Sahara AI aims to solve the issues of data, models, and intellectual bodies' ownership, authorization, verification, and profit distribution through establishing a full-stack, AI-native blockchain platform.
5/26/2025, 11:05:18 AM
 What is ARCH AI (ARCHAI)?
Intermediate

What is ARCH AI (ARCHAI)?

Discover ARCH AI (ARCHAI), a decentralized platform on Base for building on-chain AI agents with staking, governance, and token utility.
5/22/2025, 9:16:17 AM
Virgenesis - The Playbook
Intermediate

Virgenesis - The Playbook

This guide provides hands-on instructions for Virtuals' latest veVIRTUAL mechanism and Genesis Launch points game. Leveraging extensive experience with narrative cycles, the author analyzes staking strategies, point valuation frameworks, and project selection logic. The guide offers optimized participation approaches to avoid common FOMO-driven pitfalls, helping readers maximize returns in this dynamic game-theoretic environment.
5/21/2025, 5:54:55 AM
Agents in a Bazaar
Intermediate

Agents in a Bazaar

The article not only examines the theoretical foundations of these conditions, but also explores practical challenges and solutions through concrete cases, such as the commercialization of proprietary data and trust issues in intelligent agents.
5/21/2025, 1:56:38 AM
MCP + AI Agent: The Next-Gen Framework for AI Applications
Advanced

MCP + AI Agent: The Next-Gen Framework for AI Applications

This article delves into how the MC protocol enhances the execution capabilities and interoperability of AI Agents in the Web3 scenario, covering its technical framework, typical projects, challenges, and development paths, revealing a new narrative of the integration of AI and blockchain.
5/20/2025, 2:03:36 AM
Seed-Strapping vs Boot-Scaling in the AI Native Era
Intermediate

Seed-Strapping vs Boot-Scaling in the AI Native Era

In the era of AI-native innovation, traditional startup models are becoming obsolete. Seed-Strapping offers a new path characterized by high efficiency, low dilution, and rapid profitability, giving founders unprecedented control and flexibility.
5/20/2025, 1:54:55 AM
Why Euler is the Best Lending Product in DeFi Currently
Intermediate

Why Euler is the Best Lending Product in DeFi Currently

The article delves into how Euler addresses the liquidation and MEV issues in traditional DeFi lending protocols through Dutch auction liquidation and soft liquidation mechanisms, providing more competitive fees and higher Loan-to-Value ratios (LTV). Euler's innovative features set it apart in the DeFi space, making it a reliable choice for borrowers and lenders. Why Euler is currently the best DeFi lending product
5/15/2025, 2:19:34 AM
AI Trends in the Trenches
Intermediate

AI Trends in the Trenches

The AI Agent market is undergoing a transformation, with the Virtuals platform leveraging its Genesis Launch model to successfully attract a large number of traders and speculators through fair launch and gamification mechanisms. The article also explores the development potential of other ecosystems and investment opportunities for institutional investors in decentralized AI infrastructure.
5/15/2025, 1:06:01 AM

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