Core Insights - The article discusses the significant upgrade of the Yinyu open-source community, transitioning from a focus on privacy computing to a broader "trusted data circulation technology community" that addresses core industry pain points related to trust in data flow [1][4][9] Group 1: Industry Challenges - The core obstacle for large enterprises in data circulation is not profit motives but the risks associated with security and compliance in data external circulation [3] - The national data bureau estimates that the national data market transaction scale will exceed 160 billion yuan in 2024, with a year-on-year growth of over 30%, highlighting the challenge of bridging the trust gap in data circulation [3][4] - Current data infrastructure lacks consensus, and while enterprise-level support is advancing, public data openness is hindered by imbalances in responsibility and rights [4][5] Group 2: Technological Integration - The Yinyu community's upgrade aims to deeply integrate and reconstruct full-stack data circulation technologies, covering six major technical routes, including privacy protection computing and blockchain [4][9] - The community plans to build a "one-stop, verifiable, and interconnected" technical foundation to address the challenges faced by small and medium-sized enterprises [5][6] - The concept of "trusted data space" is crucial for ensuring secure and compliant data circulation across different entities [3][5] Group 3: Future of Data Elements - The article presents differing views on whether data transactions represent the future, with some arguing that large companies will not sell their data, as circulation does not equate to transaction [6][7] - The integration of data in supply chain finance is highlighted, where privacy computing allows data holders to output trusted results without exposing original data [6] - The emergence of artificial intelligence is seen as a new driving force for data circulation, although reliability remains a significant concern [7][8] Group 4: Open Source Ecosystem - The Yinyu community emphasizes the importance of open-source as a means to lower the application threshold for trusted data circulation technologies [8][9] - The community has linked with 20,000 developers and numerous industry partners to promote cross-domain standard building [8] - The upgrade signifies a shift from isolated breakthroughs in privacy computing to a comprehensive approach to data circulation technology [9]