In this talk, I will present our research on teaching computers to understand and predict how people act, talk, and interact. The research uses data from videos, speech, and text to recognize patterns in what people do and why they do it. This technology helps in areas like virtual assistants, sign language understanding, healthcare, and even making robots more human-like.