Ren Min Wang·2025-12-23 08:09Core Viewpoint - The articles emphasize the importance of establishing a data payment mechanism to activate the value of high-quality data, which is crucial for the development of artificial intelligence and the overall digital economy in China [1][2][3]. Group 1: Data Payment Mechanism - The establishment of a data payment mechanism is essential for addressing the core bottlenecks in the marketization of data elements and ensuring a continuous supply of high-quality data [2][3]. - A clear and reasonable payment mechanism serves as a "market benchmark" for data value, guiding efficient resource allocation by reflecting the true demand and value of data across different industries and applications [3][4]. - The payment mechanism is vital for solidifying the foundation of the artificial intelligence industry and mitigating security risks by incentivizing the production of high-quality data [3][4]. Group 2: Building a New Data Payment Ecosystem - A new data payment ecosystem should be constructed around three core aspects: quantifying value, ensuring circulation, and incentivizing application [4][5]. - A dynamic pricing mechanism based on scientific assessment and contribution recognition should be established, including a quality certification system and innovative pricing models [4][5]. - A secure circulation system supported by trustworthy data infrastructure is necessary to facilitate data transactions, including the establishment of a national-level secure circulation platform [5]. - The cultivation of application scenarios that demonstrate the tangible benefits of data is crucial for realizing data value, which includes creating benchmark projects and encouraging enterprises to manage data as core assets [5].