生成超1000万份志愿报告，夸克实现国内最大规模深度研究应用

Core Insights - Alibaba's AI flagship application Quark has generated over 10 million professional-level college application reports for students and parents, marking it as the largest application of deep research technology in China [1][2] - The "Application Report" is a core feature launched this year, being the only agent capable of generating complete application reports, showcasing high levels of personalization and strategic planning [1][2] Group 1 - The agent utilizes deep research technology with capabilities in task planning, execution, checking, and reflection, providing near-expert level decision-making support [1] - During execution, the agent dynamically optimizes application plans through a multi-round mechanism of tool invocation and reflective adjustments, adapting to user preferences and constraints [1] - The agent can handle complex and contradictory requests, triggering a "demand clarification" process to address potential mismatches in user choices, which is a significant advancement over traditional tools [2] Group 2 - The application report represents a key application of Quark's deep research technology in specialized scenarios, with a high user recognition rate reflected in over 40% download and sharing rates among initial users [2] - Quark's algorithm lead emphasized that deep research technology has transformed AI into an expert assistant for users, addressing complex needs that conventional search methods cannot fulfill [2]