At the 2025 International Conference on Artificial Intelligence Scientists (ICAIS 2025) on November 23, the world’s first AI agent system for the end-to-end cultivation of scientific research talent, OmniScientist, was officially launched. Deeply integrating large language model technology with research process cognition, OmniScientist can not only assist with routine research tasks but also help researchers identify gaps in studies and optimize innovation pathways through knowledge association and logical reasoning. The system possesses personalized learning capabilities, continuously recommending cutting-edge developments based on the user’s research direction, and creates digital twin agents of scientists and mentors to provide real-time advice at critical junctures, achieving human-machine collaborative co-creation.