The collaborative team from the Hong Kong University of Science and Technology (Guangzhou) and Tencent has transformed 'Minecraft' into a "digital crucible" for honing general artificial intelligence. Introducing the VistaWise framework, the team innovatively integrates "cross-modal knowledge graphs + lightweight visual fine-tuning" for the first time, aiming to achieve groundbreaking advancements using "small data." This cutting-edge approach promises to elevate the proficiency of agents in open-world environments.