Perceptual, Adaptive, and Generative Systems

Language and vision systems transform unstructured inputs into representations that support prediction and generation. Reinforcement learning and expert systems add adaptation and explicit knowledge to that foundation. This part connects perception, action, rules, multimodal architectures, and generative systems to practical implementation and responsible use.