Before You Say It: Anticipating Verbal Behavior from Longitudinal Everyday Conversations with LLMs

Knowing someone deeply means not just understanding what they say or do but also how they will likely think, react, and engage across situations. Such predictions could eventually inform systems to anticipate when the individual is about to deviate from their goal, catch regrettable behaviors before...