Yes. Updating the field of an Auto Task will automatically update it inside tasks that were generated by it with a future due date. However, if you update a field inside an existing task, changing it in the Auto Task does not change that. The logic behind this is that if you decide to update a specific task, we don't want you to lose the information just because you updated the main template.
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