AI

The article elaborates on the core mechanisms of USD.AI, including the dual-token model, CALIBER asset framework, and QEV redemption mechanism, as well as how its technological innovations provide a win-win solution for AI infrastructure operators and crypto users.

In the first half of 2025, 58% of global venture capital flowed into AI, with giants like OpenAI dominating. This article provides a detailed analysis of funding trends, stage distribution, regional disparities, and regulatory expectations, while predicting the H2 outlook: a mix of bubbles and inflection points, where execution will determine the fate of AI startups. Essential reading for investors, entrepreneurs, and industry observers seeking in-depth insights.

How do we measure true talent in the age of AI? This in-depth article hits the blind spots of traditional evaluation systems and introduces DINQ - a new platform that reconstructs talent value through papers, code, and career trajectories. It is suitable for recruiters, investors, and engineers to rethink the definition and measurement methods of "genius."

How can AI+Web3 projects achieve real-world implementation? This article analyzes four mainstream AI protocol paths, focusing on breakthrough opportunities for content-based products. It takes AKEDO as an example to detail its user growth, interaction design, and platform evolution logic, revealing the breakthrough secrets of creator collaboration-type AI protocols.

a16z led a $33 million seed round. How does Yupp reshape AI model evaluation through Blockchain and incentive mechanisms? This article details its crowdsourced evaluation model, VIBE scoring system, technical architecture, and development vision, exploring new possibilities at the intersection of AI and Web3.

Exploring how cryptocurrency incentivization mechanisms can address humanoid robotics' data bottlenecks. Delve into Reborn's DePAI architecture, ReboCap, Roboverse, and foundational model RFM to uncover cutting-edge trends at the convergence of AI, blockchain, and robotics.

The article reveals how blockchain technology addresses key pain points in AI development, driving technological convergence and innovation while providing new perspectives and solutions for the future digital ecosystem.

Amiko is an innovative AI project aimed at creating a personalized AI assistant that evolves with the user. Unlike traditional AI assistants, Amiko adopts a decentralized architecture, granting users complete ownership and control over their data. Additionally, through a multi-agent system and emotional understanding capabilities, it provides a digital companion that can grow and evolve alongside the user.

a16z delves into the latest pathways for the integration of AI and cryptocurrency technology, focusing on on-chain identification mechanisms, AI operational infrastructure, and the new economic models they drive. This article systematically outlines the key support points of AI + Crypto and future development directions, making it suitable for readers interested in the intersection of cutting-edge technologies.

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.