Core Viewpoint - The increasing value of data emphasizes the importance of its circulation, with a focus on ensuring data security and preventing misuse when it leaves the control of its providers [1][5]. Group 1: Technology Overview - Ant Group's Ant Misan has been awarded the "Outstanding Contribution Award" at the World Internet Conference for its potential to address data security concerns [1]. - Ant Misan utilizes a new generation of privacy-preserving computing technology called "secure computing," which ensures that data is "available but invisible" during processing, thus preventing data leakage and misuse [1][4]. - The technology allows for effective control over data even when it is shared across different entities, industries, and regions, overcoming limitations of traditional plaintext computing [3][5]. Group 2: Market Potential and Future Applications - The cost of secure computing has decreased to below 1.5 times that of plaintext computing, with secure model inference costs dropping to under 1.2 times traditional inference costs [6]. - High-value and sensitive industries such as finance and healthcare are expected to be the first adopters of secure computing, leading to broader applications across various sectors as infrastructure develops [6]. - The establishment of a research group within the National Data Standardization Committee aims to promote the standardization of secure computing, marking this year as a potential turning point for market-scale applications [6]. Group 3: Addressing Challenges in AI Models - The phenomenon of "hallucination" in large models is linked to the compression of human knowledge, which can lead to inaccuracies when the model is faced with complex queries [7][8]. - Effective problem decomposition and the integration of programming languages with natural language are proposed as solutions to enhance the reliability of large models, potentially increasing efficiency in the data field significantly [8].

Core Insights - Ant Group's Ant Misan has been awarded the "Outstanding Contribution Award" at the 2025 World Internet Conference for its innovative privacy-preserving computing technology, which enables low-cost and trustworthy data circulation for over ten million users [1][5] - The company has made significant advancements in privacy computing technology since 2016, culminating in the establishment of Ant Misan in June 2024 to promote the large-scale application of its state-of-the-art computing technology [1][2] Technology and Applications - Ant Misan's state computing technology has drastically reduced data processing costs to within 1.5 times that of plaintext distributed computing, addressing traditional privacy computing cost challenges [1][2] - The technology has been successfully implemented in various projects, including the first "Medical Insurance + Commercial Insurance" settlement center in Beijing, which enhances claims efficiency for over ten commercial insurance companies, and the "Farmer Instant Loan" project, benefiting over 13 million farmers [2] - Ant Misan has introduced a high-order program (HOP) that integrates natural language and programming language to improve the reliability of large models in specialized applications, addressing issues like "hallucination" and "scale collapse" [3] Data Security and Trust - The company emphasizes the importance of a trustworthy data circulation system in the AI era, transitioning from "subject trust" to "technical trust" to encourage data providers to share high-value sensitive data securely [3] - Ant Misan has launched the industry's first trusted data space, ensuring that data remains in a secure state and cannot be misused by service providers [3][4] Infrastructure Development - Ant Misan is working on a comprehensive transformation of "chips, systems, and platforms" to support trusted data circulation in the AI era, including the release of an AI state upgrade card that converts existing plaintext computing power into state computing power without hardware changes [4] - The company has also developed an open-source operating system, Xingzhan, which significantly enhances security compared to mainstream operating systems like Linux [4] Recognition and Future Directions - The "Outstanding Contribution Award" was established in 2024 to recognize significant contributors in the global internet field, with Ant Misan among 14 companies awarded for its growth potential [5] - Ant Misan's leadership highlights the need to address security threats in data circulation and aims to deepen its involvement in the technological transformation of the AI era [2]

Core Insights - Ant Group's Ant Mican was awarded the "Outstanding Contribution Award" at the 2025 World Internet Conference for its innovative privacy-preserving computing technology, which enables low-cost and trustworthy data circulation for over ten million users [1][3] Group 1: Technology Development - Ant Group has been exploring privacy computing technology since 2016, culminating in the establishment of Ant Mican in June 2024 to promote the large-scale application of its next-generation privacy protection computing technology, known as "密态计算" (Mican Computing) [3] - Mican Computing utilizes cryptography, trusted hardware, and system security technologies to ensure data remains usable yet invisible during computation, significantly reducing data processing costs to less than 1.5 times that of plaintext distributed computing [3][6] - The technology has been successfully implemented in various projects, including a national "medical insurance + commercial insurance" settlement center in Beijing and a "farmer instant loan" project serving over 13 million farmers [3][6] Group 2: Industry Impact - Ant Mican's technology addresses the challenges of data security in the AI era, where high-value and sensitive data integration is crucial for the advancement of artificial intelligence applications [4][6] - The company emphasizes the importance of a new paradigm of "data-model integration," where vast amounts of specialized data and industry knowledge are essential for building large models and intelligent systems [4] Group 3: Future Directions - Ant Mican is exploring a comprehensive transformation in "chips, systems, and platforms" to enhance data trustworthiness in the AI era, including the release of an AI Mican upgrade card that converts existing plaintext computing power into Mican computing power without hardware changes [7] - The company has initiated an open-source community to promote core privacy computing technologies, connecting over 20,000 developers and numerous academic and industry partners [7] - The "Outstanding Contribution Award" was established in 2024 to recognize significant contributors in the global internet field, with Ant Mican among 14 awardees in the growth potential category for 2025 [7]