Core Viewpoint - The article highlights the increasing prevalence of job scams, particularly those involving "resume tool people," and the efforts by BOSS Zhipin to combat these illegal activities through a special governance initiative [2][6][16]. Group 1: Special Governance Achievements - BOSS Zhipin reported the permanent banning of nearly 20,000 suspicious accounts involved in order fraud, with 80% of these being automatically intercepted by the system [2]. - The safety team provided leads to law enforcement, assisting in the resolution of 6 cases and the arrest of 144 suspects [2]. - During the third quarter, BOSS Zhipin optimized the feedback response time for reports of order fraud to a minute-level, pushing over 32 million fraud prevention messages [2][8]. Group 2: Identification of "Resume Tool People" - Two typical models of "tool people" were identified: "job resume tool people," who lure job seekers to create fake accounts and post false job listings, and "recruitment resume tool people," where some HR personnel sell resumes obtained through legitimate channels [7][6]. - A specific case revealed that a criminal group profited 70,000 yuan from this scheme, while an HR individual earned over 20,000 yuan from selling resumes [7]. Group 3: AI Technology in Risk Control - The introduction of AI technology has transformed BOSS Zhipin's risk control system from "matching" to "understanding," significantly improving the identification accuracy of suspicious activities to over 80% [10][11]. - AI's ability to analyze multiple data dimensions allows for rapid detection of abnormal behaviors, effectively shortening the lifespan of fraudulent accounts [11]. Group 4: Multi-faceted Protection Measures - The article emphasizes the need for collaboration among platforms, law enforcement, and individuals to strengthen job-seeking safety [13][16]. - Job seekers are advised to communicate through official channels, avoid believing in high-paying job offers, and utilize privacy protection features provided by the platform [13][15]. - Employers are encouraged to adhere to platform rules and enhance internal management to prevent illegal activities related to resume selling [15]. Group 5: Future Outlook - The ongoing efforts in governance and the application of AI technology are expected to further reduce the space for black and gray market activities in the job market [16]. - Continuous enhancement of technical capabilities and user awareness is essential for creating a safe and transparent job-seeking environment [16].