Necessity of the Mainstream Cultural Corpus - The corpus is essential for training AI models, serving as a core resource for high-quality datasets that enhance model capabilities [2] - The construction of high-quality datasets is supported by national policies and is crucial for the digital economy's high-quality development [2] Definition and Functionality - The mainstream cultural corpus provides standardized classification and professional data annotation, addressing issues of inconsistency and quality in existing corpora [3] - It aims to enhance AI's understanding and application efficiency by providing precise resources rich in industry-specific terminology [3] Implementation and Data Processing - The construction of the corpus involves a one-stop platform for data collection, annotation, and usage, with a focus on data labeling as a key component [4] - The platform offers a full-service chain for data processing, including collection, cleaning, pre-annotation, annotation, enhancement, and review [5] Advantages of the Data Annotation Platform - The platform creates an efficient, seamless data processing loop, ensuring user-oriented and intelligent-driven operations [6] - It supports collaborative features during data upload and annotation, ensuring data uniqueness and accuracy [6] Open Access and Future Plans - The platform is open to the public, providing necessary tools for data collection and annotation, fostering a new ecosystem for AI corpus [7] - Future plans include launching a cultural data trading platform to facilitate data circulation and monetization [7]

Group 1 - The core viewpoint of the news is the collaboration between Shandong Digital Culture Group and People’s Daily to establish a mainstream cultural corpus, which is essential for the training and application of large AI models in the context of rapid advancements in generative AI technology [1][2] - The mainstream cultural corpus will focus on high-quality, authoritative media resources and private cultural resources accumulated over the years, addressing the common issues of insufficient sensitive area data and low-quality core data in AI models [1][2] - The project aligns with national and provincial policies aimed at enhancing the quality of cultural data and supporting the development of AI in the cultural sector, as outlined in various government documents [1] Group 2 - The first phase of the mainstream cultural corpus will concentrate on excellent cultural resources from Shandong, with an initial offering of 50,000 Q&A pairs and 20 million basic data articles, while also developing high-quality datasets related to Confucius [2] - The Shandong Cultural Data Annotation Platform, developed by the group, will provide comprehensive services for data collection, cleaning, annotation, and enhancement, supporting various data types and enabling a closed-loop process from data collection to usage [4] - The platform will be open to the public for free, encouraging cultural institutions, universities, and enterprises to create their own high-quality datasets, while a cultural data trading platform will be launched to facilitate the circulation and monetization of cultural data assets [4]

Core Insights - The rapid development of generative artificial intelligence has made high-quality datasets a core competitive advantage for AI technology breakthroughs [1][2] - The establishment of a mainstream cultural corpus is essential for the development of the digital cultural industry, supported by both policy guidance and the need for competitive core capabilities [2][3] Necessity - The construction of a corpus is becoming an industry imperative as it serves as a core resource for training AI models [2][3] - High-quality datasets are defined as collections of data resources that cover core professional knowledge and operational activities, essential for training and optimizing AI models [1][2] Implementation - The Shandong Digital Culture Group is collaborating with People’s Daily to build the first mainstream cultural corpus in the country, which will include authoritative media resources and high-quality cultural resources from local institutions [3][4] - The corpus aims to provide a "value-compliant" data resource for AI applications, ensuring alignment with national values and social resonance [3][4] Data Processing - The Shandong cultural data annotation platform offers a one-stop service for data collection, cleaning, pre-annotation, annotation, enhancement, and review, supporting various data types [7][11] - The platform employs a standardized process to ensure data quality and uniqueness, enhancing the efficiency of data processing [11][12] Future Plans - The first phase of the mainstream cultural corpus focuses on Shandong's excellent culture, with plans to create a wide-ranging and rich dataset to enhance the performance of cultural AI models [4][9] - The Shandong Digital Culture Group plans to launch a cultural data trading platform to facilitate the circulation and monetization of data assets [15]