แปลง Sui DePIN SUIDEPIN เป็น SingularityNET AGIX

SUI DEPIN is the first modular data AI network—that we proudly call the AI Layer of the Internet. Our main goal is to enable billions of devices, AI agents, and data owners to securely transact and monetize their data. But beyond the technical jargon, SUI DEPIN is about creating a fair, decentralized, and scalable ecosystem that empowers users and businesses alike. At its core, SUI DEPIN is a decentralized infrastructure that transforms unused internet bandwidth and data resources into valuable assets. Imagine a global network where devices and users contribute their bandwidth and processing power in exchange for rewards. This creates an ecosystem that benefits everyone—users, businesses, and the entire AI landscape.Our network is powered by over 1.5 million active nodes, spread across the globe. These nodes allow us to handle massive amounts of data daily, enabling us to scrape hundreds of thousands of records from websites efficiently and securely. Every node in our network acts as a proxy which we can utilize to gather any kind of publicly available data. Our self developed AI algorithms allows us and our clients to extract the data from the website without creating any additional software. We can just describe what kind of data we are looking for and the algorithm can easily extract this data from crawled html code. Also having 1.5 million active nodes makes our network restriction proof which means we can scrape data worldwide no matter which country operates the servers. Our infrastructure solution solves a huge problem AI and BIg Data companies have. They need tremendous amounts of data to work on their models. Getting this data is getting harder and harder and requires to hire at least few experts in the field. Our solution currently can automize 99% of the work and allow the startups to get the same datasets as their big competitors.

SingularityNET is a decentralized marketplace for Artificial Intelligence (AI). The business value of AI is becoming clearer each day; however, there’s a significant gap between the people developing AI tools (researchers and academics) and the businesses that want to use them. Most organizations need a more customized solution than what a single AI project can offer, and research projects oftentimes have trouble accessing a large enough data set to build effective machine learning. SingularityNET closes these gaps. The long-term vision of the SingulairtyNET team is to build a network of complex AI Agent interactions primarily using resources from the OpenCog Foundation. To look at this further, let’s check out their in-house built humanoid robot, Sophia. Sophia uses a combination of AI Agents that range from natural language processing to physical motor controls to operate. You tell Sophia to summarize a video that’s embedded in a webpage. To do this, Sophia sends a request to Agent A. Through its AI, Agent A knows that Agent B specializes in analyzing and transcribing video while Agent C specializes in summarizing text. Agent A pays Agent B and Agent C to perform these tasks while Sophia pays Agent A to coordinate. All the while, each Agent has updated their own AI with the network information gained from these tasks and combines it with their previous experiences and knowledge. Therefore, the collective AI of the system grows at a faster rate than any individual Agent. SingularityNET wants to build a decentralized protocol for creators and users of AI to interact with each other, to not only help individual projects benefit by leveraging the strengths of other AI systems that might handle certain tasks better, but ultimately to develop SingularityNET into a functioning AI system itself, with nodes on the network making their own decisions about how to connect services and proactively provide solutions to academic and business problems. Tokenizing the network creates an AI marketplace where AI developers and sellers can not only link with others who might assist in building more robust AI solutions, but also allow AI services and products to be bought and sold, creating revenue and establishing price points where none have existed before. The SingularityNET team boasts 50+ AI developers and 10+ PhDs. Dr. Ben Goertzel leads the group as CEO and Chief Scientist. He’s also the Chairman of the OpenCog Foundation and the Artificial General Intelligence Society, as well as the Chief Scientist at Hanson Robotics, the partner company helping bring SingularityNET to life. Dr. David Hanson, founder of Hanson Robotics, serves as the Robotics Lead. Most famously, Hanson Robotics built Sophia, the most expressive humanoid robot to date. Sophia is also a proud member of the SingularityNET team. The team recently released the alpha version of the platform and is planning on launching a public beta sometime in the middle of 2018.