The original article: Dylan Ban Messari analyst
Collected by: Yuliya, Panews
As artificial intelligence rapidly develops, decentralized physical intelligence (Depai) provides a new solution to control robots and infrastructure of physical artificial intelligence. From data collection in the real world to smart decentralized material infrastructure operations (DePin), DEPAI development is steadily advanced. The CEO of Nvidia Huang Renxun also expected: “The moment of ChatGPT in the field of public robots is coming.”
If we look back in the history of technological development, the digital age began with devices and then expanded to the field of incalculator software. 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 robots, smart cars, drones, and robots run by independent artificial intelligence agents gradually in traditional work, the ownership of these smart devices has become a social issue that cannot be ignored. While Central players have not fully dominated the market, Depai provides a rare opportunity to build the AI material system dependent on Web3.
Collection
Currently, Depai’s infrastructure is improved at an accelerated pace, with Data collection layer is the most active . Not only does this layer provide the real data needed to train physical artificial intelligence agents on the robot, but also transmits the data flows needed for environmental mobility and perform tasks in real time.
but, Getting real world data is still high -quality bottleneck that restricts the development of material artificial intelligence . Although Nafidia and Cosmos provides innovative solutions through simulation environments, artificial data is only part of the entire ecosystem, and It is indispensable to play a distance and video data in the real world.
The process is remotely
In the field of telegration, Frodobots It publishes economic delivery robots all over the world through DePin. During operation, these robots cannot obtain human decision -making behaviors in real environments only and create high -value data groups, but also solve the problem of insufficient capital investment.
Through the virtuous course mechanism driven by the distinctive symbol, DePin speeds up the publication of data collection and robots . For robots that want to increase sales while reducing capital expenses and operating costs, DePin has great advantages on traditional models.
Video data app
Regarding video data applications, Depai can fully benefit from realistic video data to train physical artificial intelligence systems and build spatial perception of the real world. among them, Hyfappers and Natix network It is expected to become important data sources with their unique video databases.
The Pantera Capital Junior Mason Nystrom partner also indicated: “Although it is difficult to achieve individual data in commercial value, data collection can do a lot.” The Quicksilver platform was developed by IOTX Pricted to collect data via Depins while ensuring verification of data 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 network Posemesh technology achieves spatial perception in real time with privacy and decentralization.
The application of artificial intelligence agents has already achieved preliminary results, such as Sam ,, Which uses the global robot network for Frodobots to conclude the geographical location. In the future, with the help of frameworks like Quicksilver, artificial intelligence agents will be able to better access data.
For investors interested in entering the field of material artificial intelligence, investment in DAO may be an ideal entry point. take xmaquina For example, it provides members with a variety of material artificial intelligence origins, covering the physical assets of the machine, DePin protocols, robotics and intellectual property rights companies, and are equipped with a professional internal R&D team to provide support.
Author ： Yulia
This content is only to provide market information and does not constitute an investment advice.
