同向发力提升治理效能。创新教育机制，在案件查办的同时深入挖掘警示教育资源，深入剖析问题根 源。通过编写廉洁教育读本、参观廉政教育基地等方式，将正反案例对照学习，既发挥先进典型的示范 带动作用，又突出反面教材的警示震慑，督促党员干部牢固树立正确的权力观、政绩观、事业观，筑牢 拒腐防变的思想防线。（米玛泽仁 作者系西藏自治区墨脱县委常委，县纪委书记、监委主任） 反面警示强化震慑效应。警示教育旨在通过对典型案件的查处曝光、反思剖析，释放"查处一案、警示 一片、治理一域"的综合效应。开展"忏悔录进案例""庭审现场变课堂"等活动，让违纪违法者现身说 法，增强教育的真实感和冲击力，用身边事警醒身边人，对党员干部产生有力震慑，促使其牢记纪法红 线不可逾越、破纪破法必受严惩。 正面引导与反面警示如同车之双轮、鸟之双翼，彼此依存、协同发力。正面引导为反面警示注入价值内 核，反面警示为正面引导提供现实镜鉴，二者共同推动党员干部在思想上划红线、在行动上守底线。纪 检监察机关要坚持正面引导与反面警示相结合，让教育既有温度又有力度。 正面引导激励担当作为。注重发挥先进典型示范引领作用，弘扬廉洁价值理念，常态化开展学习教育、 红色基因传 ...

Group 1 - The organization emphasizes the importance of addressing illegal behavior despite individual performance, using recent court hearings as a warning for party members [1] - The disciplinary committee has implemented a comprehensive warning education approach, utilizing various methods such as educational meetings, films, court hearings, and educational site visits to reinforce ethical and legal standards [1] - A new mechanism for case reflection and analysis has been established, involving multiple departments to review the entire case handling process and promote reforms and education based on the cases [1] Group 2 - The disciplinary committee has analyzed recent disciplinary cases, combining in-depth case studies with commonality analysis to create educational materials and hold warning meetings for leaders in various sectors [2] - A "Disciplinary Law Propaganda Team" has been formed to provide tailored educational sessions based on the specific needs of different sectors and positions, reaching over 2,100 party members through 18 educational sessions by May [2] - The initiative aims to prevent personal interests from becoming vulnerabilities for corruption, highlighting the importance of maintaining integrity among party members [2]

Group 1 - The Jinan Municipal Commission for Discipline Inspection and Supervision emphasizes the importance of warning education for party leaders, using typical cases of violations as a mirror for self-examination and self-discipline [1][2] - The commission aims to transform the punitive effects of case investigations into warning effects, promoting a shift from individual case handling to systematic governance and comprehensive management [1] - A total of six typical cases related to improper family conduct and lax family management were selected to create a special warning education film, reinforcing the importance of good family values and discipline among party members [1] Group 2 - The Jinan Municipal Commission for Discipline Inspection and Supervision conducts targeted warning education across various sectors, including state-owned enterprises and local communities, to enhance the effectiveness of the education [2] - Educational materials are compiled for key groups such as young cadres and village leaders, and various methods like collective talks, visits to warning education bases, and exposure of typical cases are employed to ensure engagement [2]