新京报讯（记者杨菲菲）推出AI面试点评等约20款产品、研发费用增至1.45亿元……11月7日，华图教 育举行AI战略发布会，系统展示了华图教育AI战略规划、产品落地与发展路径上的全面布局。 记者从发布会上获悉，目前华图教育已推出包括AI面试点评、AI申论批改等在内的约20款产品，目标 是构建覆盖"全学科、全场景"的50大学习场景矩阵。其中，AI面试点评上线40天使用量即突破100万， AI申论批改月用量持续翻倍，更关键的指标在于学员的自发学习比率，华图教育轮值CEO、AI技术负 责人蔡金龙指出，这意味着产品在市场验证中已经跑通。 蔡金龙用"表现非常喜人"来总结华图AI战略进展，"表现非常喜人要满足三个特点，第一是低成本；第 二是高质量，质量要远高于行业平均水平；第三是速度够快"。 "谁具备最及时最全面最高质量的数据集，谁的AI产品就更具优势。"蔡金龙强调，华图拥有持续收集和 整理全行业全模态高质量数据的能力，并通过持续的数据治理投入，将海量数据（603138）转化为更易 于AI理解的高质量结构化数据。同时，在工具侧，华图打造了"全岗位、全场景"的智能工作台。目前， 华图内部已有近70%、约7000名员工深度使 ...

Core Viewpoint - The Hong Kong stock market has seen significant movement in the vocational education sector, particularly with the leading stock Fenbi (02469.HK), which experienced a surge of over 25.5%, reaching a peak of 3.8 HKD per share, marking its largest single-day increase of the year, driven by the industry's embrace of AI technology and the commercialization breakthroughs of leading companies [1] Industry Turning Point - The Chinese vocational education market is entering a trillion-yuan era, with market size growing from 516.7 billion yuan in 2016 to 781.1 billion yuan in 2021, reflecting an annual growth rate of 8.6%, and is expected to reach 1 trillion yuan by 2026 [2] - Traditional training models face structural challenges, including mismatches between standardized courses and personalized needs, scarcity of quality teaching resources, and the divide between fragmented knowledge transfer and systematic skill development [2] Technological Breakthrough - Fenbi's recent stock performance is attributed to its commercial breakthroughs in AI product matrices, establishing a comprehensive AI technology ecosystem that covers the entire chain from underlying technology to commercial application [3] - By July 2024, Fenbi plans to launch its first industry-specific large model, enhancing user experience and operational efficiency, with internal assessments showing superior performance in various subjects compared to general models [3] Industry Competition - Competitors like Huatu Education and Zhonggong Education are also accelerating their AI strategies, with Huatu launching a personalized tutoring system and Zhonggong introducing an AI employment learning machine [4][5] - A differentiated competitive landscape is emerging, with Fenbi focusing on a comprehensive learning loop, Huatu leveraging vast data for teaching enhancement, and Zhonggong creating a service ecosystem based on hardware [5] Growth Opportunities - AI penetration in the vocational education sector is currently below 10%, but significant growth potential exists, with the market capacity potentially expanding 2-3 times by applying technology models to related fields [6] - The upcoming launch of AI hardware will complete Fenbi's ecosystem of software, intelligent hardware, and human services, aligning with global trends in AI education [6] Capital Logic - Fenbi's stock price has increased over 40% since April, reflecting a fundamental shift in valuation logic within the education industry, moving away from traditional PE methods to recognizing the value of AI-driven enterprises [8] - Analysts believe that Fenbi's AI products, currently focused on civil service exams, have the potential to expand into other areas, enhancing user engagement and learning outcomes [8]

Core Viewpoint - The article discusses the launch of Huatu Education's "Personalized Tutoring System," which aims to enhance the efficiency and effectiveness of public service exam preparation through the integration of big data and AI technology [1][2][4]. Group 1: Pain Points in Exam Preparation - Candidates face significant challenges such as unclear preparation direction, frequent errors during practice, fatigue from study rhythms, and weak foundational knowledge, which hinder their exam preparation progress [1]. - Traditional teaching methods in public service exam training often suffer from a "one-size-fits-all" approach and inefficiency, failing to provide personalized guidance based on individual student needs [1][2]. Group 2: Introduction of AI-Powered Solutions - Huatu Education has launched the "Personalized Tutoring System" based on 20 years of experience and data from millions of users, utilizing big data and AI to create tailored study plans that focus on students' weaknesses [2][3]. - The system aims to transition exam preparation from an experience-based approach to a more scientific methodology, leveraging data analysis to customize learning paths and improve efficiency [2][4]. Group 3: Key Features of the Personalized Tutoring System - The system includes four core functions: personalized problem diagnosis to identify weaknesses, targeted online course recommendations, scientific question bank practice to eliminate ineffective studying, and foundational reinforcement training [3]. - Huatu's AI-driven personalized tutoring distinguishes itself from generic AI by providing data-driven, precise teaching tailored to individual student needs [3]. Group 4: Educational Innovation and Future Directions - The launch of the Personalized Tutoring System is seen as a response to the needs of exam candidates and a significant innovation in the public service exam preparation sector [4][5]. - The integration of AI in education aims to provide personalized, high-quality educational services at a lower cost, marking the acceleration of the personalized learning era [4][5]. - Huatu Education is committed to continuously improving AI-enabled products and creating a "human-machine collaborative" educational ecosystem to enhance learning outcomes [5].