人手一个张雪峰，夸克野心有多大？

Core Viewpoint - The article discusses the challenges of college entrance examination (Gaokao) application processes in China and highlights how Quark's generative AI technology has transformed this complex decision-making scenario into a more structured and user-friendly experience [1][2]. Group 1: Quark's AI Technology - Quark has launched the "Gaokao Volunteer Model" and the "Volunteer Report Agent" product, which utilizes its "Deep Research" technology to assist students in making informed decisions about their college applications [1][2]. - As of June 30, Quark has generated over 10 million volunteer reports, making it the largest application of deep research technology in China [1]. - The deep research capability allows AI to participate in decision-making and structural reasoning, moving beyond mere information retrieval [2][6]. Group 2: Evolution of Quark's Services - Quark's vision since its inception in 2018 has been to create a "personal AI assistant" that understands user intent and aids in decision-making, particularly in complex scenarios like college applications [4][5]. - The company has built a comprehensive knowledge base covering over 2,900 universities and 1,600 undergraduate programs, achieving nearly 100% coverage of Gaokao-related data [5]. - The transition from providing information to assisting in decision-making was catalyzed by advancements in AI technologies post-2022 [5][6]. Group 3: User Interaction and Feedback - The deep research technology emphasizes structured reasoning, causal modeling, and strategy inference, allowing users to clarify their true needs through interaction [6][8]. - Users are actively engaged in the decision-making process, leading to more precise volunteer plans as they refine their preferences through multiple interactions [6][8]. - The number of generated volunteer reports continues to rise, indicating strong user acceptance and demand for this service [9]. Group 4: Future Implications - Quark's approach to deep research in the Gaokao context may serve as a foundational step towards developing a comprehensive AI agent capable of assisting in various life decisions [11]. - The technology is being expanded into other fields such as education and health, showcasing its versatility and potential for broader applications [11].