I've spent the last few weeks deep in build mode on a YouTube recommendation filter (launching on PH this Tuesday more on that separately), and it's made me rethink something I used to take for granted: that blocking distracting apps outright is the strong move.
The more parents and students I talk to, the more I notice the same pattern: block an app, and the underlying pull doesn't go away it just moves to whatever's still allowed. Kids get creative. Adults get creative. The recommendation algorithm was never really "the app." It was the incentive structure sitting underneath it.
Nourous is an AI-powered YouTube extension that makes the platform safer for families and for personal users.
It uses adaptive AI to understand content and filter what doesn’t fit your family’s preferences — without relying on rigid blocklists.
Set your preferences once and let Nourous do the filtering for you.
