AI

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.

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.

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.

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.

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.

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.

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.

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.

Discover ARCH AI (ARCHAI), a decentralized platform on Base for building on-chain AI agents with staking, governance, and token utility.

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.

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.

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.

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.

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

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.