温馨提示：本站仅提供公开网络链接索引服务，不存储、不篡改任何第三方内容，所有内容版权归原作者所有
AI智能索引来源：http://www.bee.com/hi/42649.html
点击访问原文链接

Messari: A look at the Decentralized Physical Artificial Intelligence DePAI map | Bee Network

进入原网站 导航首页
Messari: A look at the Decentralized Physical Artificial Intelligence DePAI map | Bee Network Login ट्रेंडिंग न्यूज़ मीम लॉन्चपैड एआई एजेंट डेस्सी टॉपचेनएक्सप्लोरर न्यूबी के लिए 100x सिक्के मधुमक्खी खेल आवश्यक वेबसाइटें एपीपी अवश्य होना चाहिए क्रिप्टो हस्तियाँ डेपिन नौसिखिया आवश्यक ट्रैप डिटेक्टर बुनियादी उपकरण उन्नत वेबसाइटें एक्सचेंजों एनएफटी उपकरण नमस्ते, साइन आउट वेब3 यूनिवर्स खेल डीऐप मधुमुखी का छत्ता बढ़ता हुआ मंच विज्ञापन खोज अंग्रेज़ी रिचार्ज सिक्के लॉग इन करें डाउनलोड करना वेब3 यूनी खेल डीऐप मधुमुखी का छत्ता विज्ञापन घर•विश्लेषण•मुख्य पाठ Messari: A look at the Decentralized Physical Artificial Intelligence DePAI mapविश्लेषण1 वर्ष पहले (2025)हाँव्याट 35,2711 14 Original article by Dylan Bane, Messari Analyst

Original translation: Yuliya, PANews

As artificial intelligence develops rapidly, decentralized physical artificial intelligence (DePAI) is providing a new solution for the control of robots and physical artificial intelligence infrastructure. From real-world data collection to intelligent robot operations based on decentralized physical infrastructure (DePIN), the development of DePAI is progressing steadily. As NVIDIA CEO Huang Renxun predicted: The ChatGPT moment in the field of general robots is coming.

Looking back at the history of technological development, the digital age started with hardware and then expanded to the intangible field of software. The era of artificial intelligence started with software and is now advancing into the ultimate frontier of the physical world.

In a world where robots, smart cars, drones, and robots run by autonomous physical AI agents are gradually replacing traditional labor, the ownership of these smart devices has become a social issue that cannot be ignored. DePAI provides a rare opportunity to build a physical AI system based on Web3 when centralized players have not yet completely dominated the market.

Data collection Currently, the infrastructure of DePAI is being improved at an accelerated pace, with the data collection layer being the most active, which not only provides the real-world data required for training the physical AI agents on the robot, but also transmits the data streams required for environment navigation and task execution in real time.

However, obtaining high-quality real-world data remains a major bottleneck restricting the development of physical AI. Although Nvidias Omniverse and Cosmos provide innovative solutions through simulated environments, synthetic data is only part of the entire ecosystem, and remote operation and real-world video data are equally indispensable.

Remote Operation In the field of teleoperation, Frodobots is deploying economical delivery robots around the world through DePIN. These robots can not only capture human decision-making behaviors in real environments and create high-value data sets during operation, but also effectively solve the problem of insufficient capital investment.

Through a token-driven virtuous cycle mechanism, DePIN is accelerating the deployment of data collection equipment and robots. For robotics companies that want to increase sales while reducing capital expenditures and operating costs, DePIN has significant advantages over traditional models.

Video Data Application In terms of video data applications, DePAI can make full use of real-world video data to train physical artificial intelligence systems and build spatial cognition of the real world. Among them, Hivemapper and NATIX Network are expected to become important data sources with their unique video databases.

As Pantera Capital junior partner Mason Nystrom pointed out: While individual data is difficult to realize commercial value, data aggregation can do a lot. The Quicksilver platform developed by IoTeX is able to aggregate data across DePINs while ensuring data verification and privacy protection.

Spatial Intelligence and Computing In the field of spatial intelligence and computing protocols, the industry is working to achieve decentralized management of spatial coordination and real-world 3D virtual twins through DePIN and DePAI. For example, Auki Networks Posemesh technology achieves real-time spatial perception while ensuring privacy and decentralization.

The application of physical AI agents has already achieved initial results, such as SAM, which is using Frodobots global robot network to infer geolocation. In the future, with the help of frameworks such as Quicksilver, AI agents will be able to better access the real-time data provided by DePIN.

For investors interested in entering the field of physical artificial intelligence, investing in DAO may be an ideal entry point. Taking XMAQUINA as an example, it provides members with a diversified portfolio of physical artificial intelligence assets, covering machine physical assets, DePIN protocols, robotics companies and intellectual property rights, and is equipped with a professional internal RD team to provide support.

मूल लिंक

This article is sourced from the internet: Messari: A look at the Decentralized Physical Artificial Intelligence DePAI map

Related: Will Musk replace Trump? Time magazines cover is full of gunpowder Original source: TIME Original translation: BitpushNews Mary Liu The standoff at 1300 Pennsylvania Avenue didn’t get much attention. On Feb. 1, Elon Musk’s team arrived at the headquarters of the U.S. Agency for International Development, or USAID, just blocks from the White House, and demanded full access. USAID staff refused their request. No guns were drawn, no physical altercations broke out, and the police did not intervene. But in these early days of the Trump administration, perhaps no other scene more clearly revealed the forces that are reshaping American government. On one side is a 64-year-old agency with a $35 billion budget and a mission written into federal law. On the other is Musk’s political “wrecking crew” — members of the Department of Government Efficiency (DOGE), as they call themselves.…

# विश्लेषण# मार्केट# टोकन# वेब3© 版权声明सरणी 上一篇 Wall Streets securities blockchain game: hidden capital competition in the RWA track 下一篇 Wired interviewed Binance CEO: No communication with CZ, Binance's current focus is on compliance 相关文章 XRP Price’s Recovery Threatens $400 Million Liquidations For Traders झांगमिंग लुओ 33,689 2 120,000 Bitcoins Hijacked? Web3 Lawyers Provide In-Depth Analysis of the Regulatory Dilemmas Behind the “Prince Group” C 6086cf14eb90bc67ca4fc62b 17,274 Aster CEO explains token value; staking and on-chain buybacks are coming. 6086cf14eb90bc67ca4fc62b 18,526 Web 3 Leveraged Trading: A Guide to the Next 100 Billion Dollar MarketRecommended Articles 6086cf14eb90bc67ca4fc62b 22,959 After the RWA Boom: How Is Value Capture Redistributed Among Different Roles? 6086cf14eb90bc67ca4fc62b 7,510 Airdrop Weekly Report | Farcaster will airdrop NFTs to the first 10,000 Pro subscribers next week; Skate will open airdr 6086cf14eb90bc67ca4fc62b 29,902 6 1 टिप्पणियाँ टिप्पणी करने के लिए आपको लॉगिन होना होगा! तुरंत लॉगइन करें Muráň अतिथि hgds

10महीना पहले Bee.com दुनिया का सबसे बड़ा Web3 पोर्टल भागीदारों कॉइनकार्प बिनेंस कॉइनमार्केटकैप कॉइनगेको कॉइनलाइव कवच बी नेटवर्क ऐप डाउनलोड करें और वेब3 यात्रा शुरू करें सफेद कागज भूमिकाएँ सामान्य प्रश्न © 2021-2026. सर्वाधिकार सुरक्षित।. गोपनीयता नीति | सेवाओं की शर्तें बी नेटवर्क ऐप डाउनलोड करें और वेब3 यात्रा शुरू करें दुनिया का सबसे बड़ा Web3 पोर्टल भागीदारों CoinCarp Binance CoinMarketCap CoinGecko Coinlive Armors सफेद कागज भूमिकाएँ सामान्य प्रश्न © 2021-2026. सर्वाधिकार सुरक्षित।. गोपनीयता नीति | सेवाओं की शर्तें खोज खोजइनसाइटऑनचेनसामाजिकसमाचार उत्तर: एयरड्रॉप शिकारी डेटा विश्लेषण क्रिप्टो हस्तियाँ ट्रैप डिटेक्टर हिन्दी English 繁體中文 简体中文 日本語 Tiếng Việt العربية 한국어 Bahasa Indonesia اردو Русский हिन्दी

智能索引记录