Core Insights - Soul App has released its "2025 Ecological Safety Semi-Annual Report," highlighting its commitment to user safety and experience through technological innovation and multi-dimensional governance [1] Group 1: AI Fraud Prevention System - Soul has upgraded its AI fraud prevention system, establishing a comprehensive defense mechanism that includes "identification, early warning, and interception" [2] - The platform's two core technology models, "Image/Text Anti-Cheat Model" and "Pig Butchering Posting Identification Model," have significantly improved recognition accuracy for complex scenarios, leading to a 20% reduction in fraud-related users [2] - Collaboration with law enforcement has resulted in the submission of 50 online rumor leads and 25 black market leads, assisting in over 20 cases of user rights infringement [2] Group 2: Social Governance Optimization - Soul App is continuously enhancing its social governance strategies and technical measures, including a new anti-cheat model to identify variations of sexual transaction violations [3] - The platform has utilized AI technology to automatically intercept 9.32 million pieces of violating content and has blacklisted 21,000 devices associated with multiple violating accounts [3] - Educational initiatives have reached 337,000 users to promote civil discourse, alongside the introduction of a feature to guide users on compliance with platform rules [3] Group 3: Content Moderation and User Protection - Daily processing of low-quality content exceeds 120,000, with an average of 180,000 low-quality comments being intercepted [5] - The platform has identified and managed 3,800 low-quality users daily, processing over 1 million low-quality posts in the first half of the year [5] - Measures to protect users from harassment include daily interventions for 23,000 users and the issuance of protective pop-ups for 67,000 users suspected of being harassed [8] Group 4: Future Directions - Soul plans to increase investment in technological research and development, focusing on the application of cutting-edge technologies in ecological safety [7]