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From Passive Responses to Proactive Management: AI Assistants Begin Taking Over To-Do Lists

AI assistants are evolving from reactive tools to proactive task managers, exemplified by Claude Duet's capabilities in information aggregation, proactive reminders, and continuous task follow-up. The key lies in clearly defining task objectives and context to prevent AI from producing ineffective outputs due to misinterpretation. Experts recommend starting with repetitive tasks to gradually validate AI's ability to handle changes and information gaps.