1. Introduction: The Efficiency Revolution for Researchers In the academic landscape, literature review remains a cornerstone of research projects. Statistics show that researchers spend an average of 30% of their time on literature collection, organization, and review writing. With the exponential growth of academic papers (exceeding 20 million annually by 2024), traditional manual literature review methods face challenges such as inefficiency and information overload. InteractiveSurvey, an intelligent literature review generation system based on Large Language Models (LLMs), leverages Natural Language Processing (NLP) to automate the entire literature review process. Since its official release on April 15, 2025, the system has …