Core Insights - Ant Group's Ant Mi-Suan won the "Outstanding Contribution Award" at the World Internet Conference for its innovative privacy-preserving computing technology, which enables low-cost and trustworthy data circulation for over ten million users [1] - The company emphasizes that the integration of high-value and sensitive data across entities remains a challenge, limiting the potential of large models in driving transformative changes in industries [1][2] - The market for privacy-preserving computing technology is projected to reach hundreds of billions at the infrastructure level and trillions at the business level, indicating significant growth potential [3][8] Group 1: Technology Development - Ant Group initiated its exploration of privacy computing technology in 2016, leading to the establishment of Ant Mi-Suan in June 2024 to promote large-scale application of its technology [2] - The technology has achieved a cost reduction to within 1.5 times that of plaintext distributed computing while ensuring full-link security [2] - Ant Mi-Suan's technology has been applied in various sectors, including financial services for over 13 million farmers and insurance for 75% of new energy vehicle owners, resulting in an average premium reduction of 8% [2] Group 2: Market Potential - The market for privacy-preserving computing technology is expected to be in the hundreds of billions for infrastructure and trillions for business applications, highlighting its vast market space [3] - The current data element trading market is estimated at around 100 billion, with potential growth to a trillion-level market as the technology matures [8] Group 3: New Paradigms in AI - The future of AI will be characterized by a "data-model integration" paradigm, where specialized data and industry knowledge are essential for building reliable large models [4] - Ant Mi-Suan's High-Order Program (HOP) framework aims to enhance the reliability of large models by making their application logic explicit and controllable [5][6] - The HOP technology has been successfully implemented in data governance, financial risk control, and healthcare auditing, ensuring a reliable and efficient process [6] Group 4: Collaborative Ecosystem - Ant Mi-Suan has established an open-source community to foster collaboration, linking over 20,000 developers and numerous academic and industry partners [7] - The company is leading efforts to standardize privacy-preserving computing, with 20 organizations joining to create a unified data circulation infrastructure [7]

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 subsidiary, Ant Misan, received the "Outstanding Contribution Award (Growth Potential Category)" at the 2025 World Internet Conference for its innovative privacy-preserving computing technology [1][3] - The technology enables low-cost, trustworthy data circulation at scale, currently serving over 10 million users [1][3] Technology Overview - Ant Misan's computing technology is based on cryptography, trusted hardware, and system security, allowing data to be "usable but invisible" during processing [3] - The cost of data processing is reduced to within 1.5 times that of plaintext distributed computing, laying the foundation for large-scale applications [3] Application and Impact - The technology has been implemented in various scenarios, including the "Medical Insurance + Commercial Insurance" settlement center in Beijing and the "Instant Loan for Farmers" project [3] - In the auto insurance project, 75% of new energy vehicle owners experienced an average premium reduction of 8% [3] Future Directions - Ant Group's Vice President and Chief Technology Security Officer, Wei Tao, emphasized the challenges of high-sensitivity data integration in the AI era, advocating for a new paradigm of "data-model integration" [3] - The company is addressing reliability issues in large model applications with the launch of High-Order Programs (HOP) and has introduced the first trusted data space in the industry [3] - Ant Misan is promoting a comprehensive transformation of its "chip, system, and platform" to achieve a low-cost transition to privacy-preserving intelligent computing [3]

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]

Core Viewpoint - Ant Group's AI Miskatonic upgrade card was launched at the 2025 Inclusion Bund Conference, enabling a secure transition from plaintext computing to encrypted computing without the need to replace existing xPU hardware or modify AI application code and drivers [1] Group 1 - The AI Miskatonic upgrade card offers an "plug-and-play" innovative solution for secure computing [1] - The upgrade allows for a seamless transition to encrypted computing, enhancing data security [1] - The solution is designed to work with existing hardware and software infrastructure, minimizing disruption [1]