Isaac Arthur may be known for his series about the Fermi Paradox; however, he's certainly not the only science YouTuber to have covered the series.
Here, John Michael Godier presents a video outlining the "Interdict scenario":
Essentially, this solution posits that there are many alien civilisations, and they have expanded across the galaxy and fought wars against one another in the past; however, diplomacy eventually took over, and we now live in a golden age of galactic peace. These advanced aliens view knowledge as extremely valuable; and they see developing civilisations (like us) as a non-renewable source of knowledge; so they do everything they can to protect us. That means hiding themselves from us until we're ready to interact with them - so, essentially, this is a form of the Zoo Hypothesis

.
Indeed, it's possible that they deliberately stay away from
any planets that we humans would consider 'habitable', in case primitive life forms there. By now, the aliens themselves aren't even living on planets any more: they're advanced enough to have built O'Neill cylinders for the overwhelming bulk of their population. Perhaps they're building these around larger stars - which: a) output more energy for them, and b) are ignored in our searches for life (since they're too short-lived for advanced life to evolve in their planetary systems).
Of course, there are problems with this solution. I already listed some of these in the "
Zoo Hypothesis" and "
Prime Directive" posts: mainly, it'd be very difficult for any alien empires to
stay hidden, because it only takes one rogue alien to expose the entire empire. A further problem with this scenario is that it's untestable: if aliens are indeed using all their advanced technology to make themselves undetectable to us, then how can we tell the difference between aliens that are
hiding, and aliens that
don't exist?
Finally... there are some unsettling thoughts that come from this. If aliens value knowledge, and are curious about our culture, then have they recorded our entire planet's history? Do they have their own 'Earth zoos', populated with dinosaurs, woolly mammoths, dodos, and even humans??? Are we part of some alien empire that we don't even know exists? And, if so, will our overlords end up going to war with some other alien empire - putting us right in the crossfire of a clash between two civilizations vastly more powerful than our own???
I think I prefer the "Aliens don't exist" solutions, to be honest