Part 8/15:
A recurring theme was the distinction between passive "pull" interactions—where users request information—and active "push" strategies, where AI agents proactively anticipate user needs. Kelvin suggested that successful personalization hinges on AI systems knowing contextual details about users, such as their location or current activity, and offering pre-filled suggestions adaptable by the user. This push-based approach aligns with notions of intent-driven AI, where agents understand user journeys and proactively assist.