AI

This article examines the current limitations of AI data sources and suggests that Data DAOs can provide new, high-quality datasets to advance AI models. Data DAOs can enhance AI training with real-world data, personal health data, and human feedback, but they also face challenges like incentive distortion, data verification, and benefit evaluation.

AI+Crypto is one of the most notable frontier areas in the recent cryptocurrency market. This includes decentralized AI training, GPU DePINs, and censorship-resistant AI models. The main issue with AI training lies in the need for high-speed communication and coordination between GPUs, as neural networks require backpropagation during training. Introducing a decentralized network can significantly slow down the process due to increased network latency and bandwidth. This article also organizes solutions to the current challenges and provides examples of how the integration of cryptocurrency and AI can add significant value.

AI technology's rapid iteration and practical applications continuously landing are driving the prosperous development of the Web3 + AI track. Holoworld AI deepens the integration of AI and Web3, aiming to address these issues, and promoting the sustained growth of the Web3 market. By providing foundational development kits, user-friendly programming environments, rich SDKs, and development tools, Holoworld significantly lowers the deployment threshold for AI models in terms of technology.

在區塊鏈和人工智慧的交匯點上，ORA 正在開闢新的前沿，透過結合 AI、豐富的資料來源和任意規模的運算能力，不僅打破了智慧合約的限制，更賦予了開發者們創新空間。文中詳細介紹了 ORA 的核心技術和產品，包括零知識機器學習、Optimistic 機器學習以及樂觀隱私保護人工智慧，了解更多 ORA 如何推動鏈上 AI 的發展。

This article explores NetMind.AI's decentralized AI platform, which merges Web3 and AI technologies to create an open, collaborative, decentralized AI ecosystem.

This article introduces the combination of AI and blockchain technology and its current applications and explorations in the industry. Blockchain technology demonstrates revolutionary potential in computing resource sharing, data security and verifiable computation, and decentralized AI.

As a new form of productive relationship, Web3 naturally fits with AI, which represents a new type of productivity. This simultaneous progress in technology and productive relationships is at the core of io.net's logic. By adopting the "Web3 + token economy" economic infrastructure, io.net aims to transform the traditional production relationships between cloud service giants, mid-to-long tail computing power users, and idle global network computing resources.

This article will deconstruct specific projects and the entire field from both micro and macro perspectives, aiming to provide readers with analytical insights to understand the core competitive advantages of each project and the overall development of the decentralized computing power track. The author will introduce and analyze five projects: Aethir, io.net, Render Network, Akash Network, and Gensyn, and summarize and evaluate their situations and the development of the track.

Spectral is a platform that enables the deployment of smart contracts using natural human language. Spectral's uniqueness lies in the use of AI, ML, Large Language Models, and ZK-ML to create decentralized applications.

Unlock the potential of mapping and geospatial data with NATIX Network. Leveraging AI and a decentralized "Internet of Cameras," NATIX addresses the monopolistic control of big tech over essential geospatial data. Explore how NATIX Network aims to revolutionize the geospatial solutions market, estimated to reach $845 billion by 2029, and create a new crowdsourced data economy.

This article explores the CARV Protocol and its use in gaming and artificial intelligence. CARV offers users full control over their data, enabling them to authorize, store, verify, and confirm their information, while also gaining benefits from it

This article aims to introduce LayerAI and its ecosystem, covering its innovative technology, product ecosystem, and application scenarios. LayerAI combines blockchain and artificial intelligence. This article will detail LayerAI's vision, mission, and products (like LayerVPN, KyotoX, and Layer Marketplace), as well as its economic model and staking mechanism, explaining how it utilizes these technologies to promote data monetization and the DeFi development.

This article explores the impact of current AI developments on the digital world and introduces the concept of deep authenticity. It suggests leveraging the characteristics of blockchain technology to address issues of falsification, thereby meeting humanity's need for authentic information.

As artificial intelligence becomes the mainstream trend in global technological development, its integration with blockchain technology is also seen as a future direction. This trend has led to a growing demand for access to and analysis of historical data. In this context, EWM demonstrates its unique advantages. ChainFeeds researcher 0xNatalie elaborates on the concept, data processing workflow, and use cases of EWM in her article.

The goal of Allora Network is to enable nodes in the decentralized AI network to collaborate better through a better incentive structure; at the same time, it introduces more intelligent ways to identify contextual details to improve the effectiveness of machine learning models, thereby achieving more efficient The key highlights of efficient intelligent reasoning and judgment lie in situation awareness and differentiated incentive structures. These innovations enable the network to provide the best inference results in any environment while providing fair equity for each participant's unique contribution. award.