Core Viewpoint - The article discusses the launch of Quark's AI model for college entrance examination (Gaokao) volunteer reporting, which aims to provide a comprehensive and efficient solution for students and parents during the college application process, addressing the high costs and limited accessibility of traditional consulting services [1][3][9]. Group 1: Introduction to the AI Model - The Quark AI model is the first of its kind in China, designed to generate a complete volunteer report in just over 5 minutes [5][10]. - The model aims to democratize access to expert-level advice, as only about 2% of students currently utilize paid consulting services [2][10]. Group 2: Features of the Volunteer Report - The volunteer report includes a detailed analysis of the student's profile, strategies for filling out applications, and a summary of suitable universities categorized into three tiers: "ambitious," "stable," and "safety" [8][10]. - The report is generated for free, providing a significant advantage over traditional consulting services that can charge thousands of yuan [10]. Group 3: Technical Aspects of the AI Model - The AI model is tailored specifically for the complexities of the Gaokao volunteer application process, incorporating various admission policies and individual student needs [13][14]. - It utilizes a decision-making system that simulates the thought processes of human experts, considering factors such as student scores, interests, family background, and regional preferences [15][16]. Group 4: Development and Training of the Model - The model was developed through extensive training involving real conversations between experienced volunteer planners and students, capturing decision-making processes and language styles [22][24]. - A feedback loop involving expert evaluations ensures continuous improvement of the model's output, enhancing its reliability and accuracy [26][30]. Group 5: Data and Knowledge Base - The model is supported by a comprehensive knowledge base that includes information on over 2,900 universities and nearly 1,600 undergraduate programs, as well as employment trends and industry structures [29][30]. - The data is rigorously verified through multiple sources to ensure its accuracy and reliability, which is crucial for making informed decisions [30]. Group 6: User Experience and Accessibility - The AI model is easily accessible through the Quark app, allowing users to input their information and receive personalized reports quickly [35][36]. - Additional features include deep search capabilities for specific queries and intelligent professional recommendations based on user profiles [38][41].