creative: Dylan BanMessari analyst
Source: Dylan Ban account x
Collected by: Yuliya, Panews
In the rapidly advanced artificial intelligence world, decentralized physical artificial intelligence (Depai) provides a new solution to control robots and material infrastructure. From collecting data in the real world to smart mechanical processes based on the deployment of decentralized physical infrastructure (DePin), the Depai development is steadily progressing. The CEO of Nvidia Jensen Huang also expected: “The moment of ChatGPT for the public spirit is coming.”
If we look back at the history of technological development, the digital age began at the beginning with devices and then expanded in the world of unfinished software. However, the era of artificial intelligence began with software and is now progressing to the final limits of the material world.
In a world in which the agents of artificial intelligence will gradually replace the traditional work with robots, smart cars, drones and other smart devices, the issue of ownership of these smart devices has become an important social issue. While the focused participants did not control the entire market, Depai provides a rare opportunity to create a web3 physical system.
Collection
Currently, Depai’s infrastructure accelerates its improvement, with The data collection side is the most active. Not only does this aspect provide the real data needed to train physical artificial intelligence agents on robots, but also allows the transfer of data flows in the actual time for environmental movement and tasks.
but, Getting real world data is still high -quality bottleneck that restricts the development of material artificial intelligence. Although Nafidia Omniver and Cosmos provides innovative solutions through simulation environments, artificial data is only part of the entire ecosystem; It is indispensable to play a distance and video data in the real world.
The process is remotely
In the field of remote operation, Frodobots It spreads robots for effective delivery in the world through DePin. These robots do not capture human decision -making behavior in real environments during operation, creating high -value data groups, but also addressing the issue of insufficient capital investment.
Through the virtuous course mechanism that relies on the distinctive symbol, DePin speeds up the publication of data collection devices and robots. For automatic companies that look forward to improving sales performance while reducing capital expenses and operating costs, DePin offers great advantages on traditional models.
Video data applications
In the world of video data applications, Depai can use realistic video data in the real world to train material artificial intelligence systems, and build spatial awareness of the real world. among them, Hyfappers and Natix network It is expected to become important data sources due to their unique video databases.
Masson Nysterom, a young partner in Pantira Capital, also indicated: “While individual data may not achieve commercial value, data collection carries great potential.” The Quicksilver platform was developed by IOTX Data can be collected via DePin while ensuring data verification and privacy protection.
Spatial intelligence and computing
In the field of spatial and computing intelligence protocols, the industry works to achieve decentralized management of spatial coordination and three -dimensional virtual twin in the real world through DePin and Depai. For example, Open networkPosemesh technology allows spatial awareness while ensuring privacy and decentralization.
The application of artificial intelligence agents has already shown results, such as Sam Use the global robot network for Frodobots to infer geographical location. In the future, with frameworks like Quicksilver, artificial intelligence agents will be able to access better time data provided by DePin.
For investors looking to enter the field of physical artificial intelligence, investment in DAOS may be an ideal entry point. For example, xmaquina Its members offer a variety of artificial intelligence assets, which cover the origins of physical machines, DePin protocols, robotics, and intellectual property companies, with the support of the company’s research and development team.
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