What a To-Do List Does Well
A to-do list is useful for capture. It keeps tasks from being forgotten and gives you a simple place to collect work.
Where a To-Do List Breaks
A task list does not show whether the day has enough time, which task should happen first, or how missed work should move forward.
Core difference
A to-do list stores intent. An AI planner turns intent into time.