How can AI systems become proactive instead of reactive?

Reactive systems wait for explicit instructions, while proactive systems anticipate what a user is trying to do and act in support of it. Frameworks like Next Action Prediction infer a user’s likely next action from their interaction history, helping AI move from simply responding to genuinely collaborating.