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 Viewpoint - The "Yin Yu Data Trusted Circulation Technology Community" has been upgraded from the "Trusted Privacy Computing Open Source Community" to cover six major technology routes, aiming to provide a comprehensive, verifiable, and interconnected data circulation technology foundation for various sectors including healthcare, finance, urban governance, and manufacturing [1][2]. Group 1 - The upgrade will integrate six technology routes: privacy protection computing, trusted data space, data components, data networking, blockchain, and data fields, fostering a multi-technology ecosystem [1]. - The community aims to address industry challenges such as data theft by operational parties and enhance the performance and compatibility of data circulation technologies [1][2]. - The initiative is supported by various organizations including Ant Group, China Electronics Corporation, and several academic institutions, promoting cross-domain technology collaboration and standard co-creation [1]. Group 2 - Ant Group has invested in privacy computing technology since 2016, achieving breakthroughs in trusted computing, distributed platforms, and high-performance algorithms, with over 1,700 patent applications and participation in more than 80 domestic and international standards [2]. - The community's mission is to lower the application threshold for data trusted circulation technology while providing higher performance, stronger security, and lower-cost solutions [2]. - The focus is on creating an open architecture that ensures transparency, security, and efficient interconnectivity across industries [2].