In your use case, the LLM can be a great tool to get a start, but it's much easier to accept that output uncritically, which is especially problematic because it bears the biases of the training corpus. Sure, you can mitigate that issue if you're driven by the intellectual curiosity to dig deeper, which it seems you are, but at that point aren't you doing the kind of leisure research that the original post is talking about anyway? You're just using the initial steps to discover the "foundational texts", as the original post puts it, of the field. The LLM step becomes less material to the follow-up reading you've done after the fact.
Many, perhaps even most people will not make it to the second step. I see the lack of intellectual curiosity as a problem of focus more than anything else, and in my experience the overly rich media landscape of the internet does not concentrate that focus in most people.