My kid is 12 and spends a lot of time on YouTube but crucially he is not logged in and we have browser extensions enabling trackers so the suggested videos are just random. But we also pay attention to what he watches.

Makes sense. I know my nephews are usually limited to watching content when their parents or someone else is around, but the older one is increasingly on his own.