The true breakthrough direction of AI is not in a single dialogue box, but in the ability to deeply understand and analyze users' personal data and historical behavior trajectories. When AI evolves from passively answering questions to proactively understanding users' panoramic data, it will be a qualitative leap. Merely stacking parameters and optimizing prompts has long reached its ceiling. Integrating users' multi-dimensional data for intelligent decision-making is the core track of next-generation AI competition.