I use NewPipe on my android phone: it will only display the channels I am subscribed to, and you have to take extra steps to check what the algorithm would like to feed you afterwards.

I keep a voluntarily small amount of subscriptions, and removed the “most popular” tab in settings. This absolutely limits the amount of time I can spend on the platform (on top of removing the yt ads).