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In the past I've had some success with the SponsorBlock extension [1] available for Chrome, Firefox, iOS/Android, etc. It's a crowd-sourced list of videos and timestamps of sponsor shoutouts, and it will skip the video ahead past the ad for you. It implements some methods to keep your privacy so you're not just uploading a list of every watched video to their servers.
It's not perfect, being crowd-sourced it won't have brand-new videos in its database. It would be interesting to see if some ML/algorithm could buffer your video and detect the ad and skip it.
[1] https://sponsor.ajay.app/