This article presents Dynalang, an agent that connects language understanding with future predictions to improve task performance. Unlike traditional agents, Dynalang learns from both past and future language, enabling it to handle a variety of tasks more effectively. It can also be pretrained on text and video datasets without needing direct actions or rewards.