近期，中央纪委国家监委驻中国石油纪检监察组举办首届监督办案数智建模比赛，来自中国石油纪检监 察系统88家单位的161个作品激烈角逐。此次比赛以"众创数智模型、赋能监督办案"为主题，以实战需 求为导向，涵盖油气销售、物资采购、工程建设等16个业务领域，针对违规招标手段隐蔽、违规吃喝隐 形变异、涉案数据处理量大等难题，运用数据抓取、机器学习、自然语言处理、算法优化、模型训练等 手段，搭建物资采购风险预警、围标串标智慧监督、交易数据清洗穿透等一批数智体系，推动监督办案 实现从"人找问题"向"数据找问题"、从被动应对向主动防治的突破跨越。 此次比赛既是成果的比拼与能力的展示，又是将数智技术深度融入纪检监察业务的生动实践。驻中国石 油纪检监察组深入贯彻落实二十届中央纪委四次全会关于"以大数据信息化赋能正风反腐"的部署要求， 紧密结合石油行业领域工作实际，通过大数据、信息化技术持续提升监督能力，为纪检监察工作高质量 发展注入新动能。 系统布局强根基，构建"全链条"数智监督体系。驻中国石油纪检监察组全面推进"1+3+N"数字纪检监察 体系建设（1个大数据资源中心，3个数字化平台，N个数据库），稳步推进建设"三横五纵"数字化 ...

Core Viewpoint - The article emphasizes the importance of strengthening grassroots supervision in Harbin, Heilongjiang Province, as a means to enhance governance effectiveness and ensure the implementation of policies at the community level [2][3]. Group 1: Grassroots Supervision - Grassroots supervision is identified as the "last mile" of national governance, crucial for promoting strict party governance and improving governance efficiency [2][3]. - Harbin's disciplinary inspection and supervision agencies are actively exploring methods to enhance the quality and effectiveness of grassroots supervision [2][3]. Group 2: Economic Impact - The development of greenhouse economies in rural areas has led to an average annual increase of 500,000 yuan for village collectives and created jobs for 20 villagers, each earning nearly 3,000 yuan per month [2]. - This initiative exemplifies how grassroots supervision can support the growth of rural collective economies and enhance the role of local party organizations [2]. Group 3: Supervision Mechanisms - Harbin's disciplinary inspection and supervision agencies are integrating resources and extending supervision to create a collaborative and efficient grassroots supervision system [4]. - The city has established 79 collaborative supervision zones to enhance the effectiveness of disciplinary inspections across 303 townships [5]. Group 4: Training and Capacity Building - The city is focused on improving the capabilities of grassroots disciplinary inspection and supervision personnel through targeted training programs [8][9]. - Over 14,000 grassroots inspectors have received training this year, emphasizing practical skills and knowledge sharing [9]. Group 5: Technology and Data Utilization - The implementation of "smart seals" has improved the management of village-level organizations, allowing for real-time tracking of approval processes [12]. - Harbin's disciplinary inspection agencies are leveraging big data to enhance the precision and effectiveness of grassroots supervision, creating a closed-loop management system for problem detection and resolution [13].

Group 1 - The core viewpoint emphasizes the integration of big data and information technology to enhance anti-corruption efforts and improve the quality of disciplinary inspection and supervision in Linyi City, Shandong Province [1][2][3] Group 2 - The construction of a digital disciplinary inspection and supervision system is supported by a data center that integrates 329 data sources, collecting 350 million data entries from various public resources and internal business data [1][2] - The platform development focuses on enhancing political, special, daily, and grassroots supervision, with tools like a political ecology monitoring platform and a big data supervision warning platform [2][3] Group 3 - The emphasis on intelligent supervision aims to counter increasingly covert corruption methods by utilizing a "cloud workstation" big data case handling platform and developing 90 analytical methods for supervision and investigation [3][4] - Professional development is prioritized, with training sessions and workshops aimed at improving the ability of disciplinary inspection personnel to effectively use big data in their work [3][4]