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You'll find that there are many frustrations with Date filters not being able to auto-update in Tableau. As far as I'm aware, it is still not possible to have a range slider date filter auto-update upon data refresh.
You might be able to create an alternative way to give users the ability to set either a dynamic timeframe back relative to today (N days back or N quarters back) OR allow them to specify given start and end points.
This discussion might help.
Thank you, Mark. Your answer in that discussion helps!
When will we have the option to choose an End Date of current system date time?