Big tech recommendation algorithms optimize for time spent on platform, and the easiest and safest way to do that is to show you content very similar to (or literally the same) as what you've clicked before.

I don't see why you can't have an algorithm that's aware of your interests and attempts to show you novel things tangentially related to them.