Database of ad timestamps like sponsorblock only works if ads happens at the same timestamps (and are of equal length). This is not necessarily the case.

The only reliable way I can come up with is a database of ads to look for, but that can be huge to accommodate for all possible ads. There’s also risk of false positives (risk of skipping video when there are no ad).