MIT researchers, in collaboration with Meta, have developed a groundbreaking "AI Robot Brain" called Heterogeneous Pre-trained Transformers (HPT) that enables robots to handle multiple tasks across different environments without extensive retraining. By integrating diverse data sources like human demo videos, simulations, and robotic inputs, this universal robot brain can learn and adapt quickly, similar to large language models like GPT-4. This advancement could lead to versatile, human-like robots capable of assisting with everyday tasks, marking a major step toward the future of robotics.