How do I turn off Airpod notifications on MacOS Big Sur?

As of Big Sur, everytime I open or unlock my Mac I get this notification

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I don’t need it, dismissing it is a distraction and waiting for it to disappear is an obstruction to getting work done.

How and turn it off so I never get notifications about my Airpods?