Group 1 - The core viewpoint of the collaboration between Ele.me and East China Normal University is to cultivate interdisciplinary talents by launching a digital marketing laboratory that leverages AI technology for market insights and public opinion analysis [1][3]. - The partnership aims to combine academic resources and industry expertise, creating a practical platform for students in communication and journalism to apply their knowledge in real-world scenarios [3][4]. - Ele.me's initiative includes a systematic training program for students, enhancing their career prospects while establishing a talent base for AI applications in digital marketing and public opinion analysis [3][5]. Group 2 - The collaboration will focus on fine-tuning algorithms through extensive data annotation, improving the accuracy and responsiveness of public opinion analysis, and providing data support for industry decision-making [3]. - Ele.me's market public relations director highlighted the innovative potential of university students, emphasizing the importance of this partnership in addressing practical marketing challenges for platform merchants [3]. - The involvement of industry experts as external mentors will facilitate a reciprocal learning experience between Ele.me and the students, fostering a deeper understanding of industry practices [5].

Core Insights - The launch of V Assistant 2.0 at WAIC 2025 aims to revolutionize public opinion analysis through multi-agent collaboration, enhancing efficiency and decision-making capabilities in risk monitoring and crisis management [1][2] Group 1: Product Features - V Assistant 2.0 is designed to streamline the public opinion analysis process, reducing the traditional workflow from at least 8 complex steps to just 2 core operations, significantly lowering operational barriers and improving efficiency [2] - The system utilizes intelligent filtering to identify key events such as brand crises and market trends from fragmented data, enhancing data relevance by 3.7 times compared to traditional monitoring methods [2] Group 2: Efficiency Improvements - The time required to draft in-depth public opinion reports has been drastically reduced, with traditional methods taking 8 hours for event reports, while V Assistant can complete the same task in just 20 minutes, achieving a 24-fold increase in efficiency [3] - Monthly report preparation time has been cut from 8 hours to 4 hours, and major thematic reports have seen a reduction from 16 hours to 6 hours, resulting in efficiency improvements of 2 times and 2.6 times, respectively [3] Group 3: Technical Foundation - V Assistant 2.0 is built on a technical framework that combines a public opinion professional model with an agent matrix, leveraging over a decade of industry experience to enhance its ability to capture industry-specific risks and communication patterns [4] - The system includes 27 specialized task agent capabilities and 25 professional model capabilities, aimed at efficiently handling complex public opinion analysis tasks and delivering results comparable to those of seasoned report editors [4]