Oh, lots of physicists think the same way! Even Einstein did, nearly a century ago he said "God does not play dice with the universe", because the popular Copenhagen Interpretation posits that the stochastic quantum wavefunctions are reality, that there is nothing more. Both Pilot Wave Theory and the insane Many Worlds interpretation are attempts at describing quantum mechanics without the inherent randomness, and there are even more less mainstream theories.

Yet even today the Copenhagen Interpretation with it's wavefunction collapse is still the most widely accepted interpretation among physicists. As of now, there isn't any evidence for any interpretation, and just the barest logical evidence against some interpretations. We cannot tell even the general direction in which a better theory might be in. So far we can only describe the probability of things happening, and there's nothing to say we need anything more than that.

Perhaps one day we'll have discovered that the universe is deterministic and causality makes sense at every scale, but that's definitely not our current understanding.

Oh, absolutely! There are lots of physicists working right now to figure out the ins and outs of advanced quantum mechanics. There's been a century long fight between the ones who think our current rules must be incomplete and the ones who don't care why the rules are what they are so long as they work. There's a surprising amount of dogma here too, with schools of thought being supported by proponents instead of science. I think that's changing now, but I feel like that's partly why physics hasn't really expanded quantim physics at all.

So perhaps we will find a solid causal link between everything. Perhaps we'll nail down entropy as a real property instead of just a statistical observation. Maybe we'll truly understand the origins of not just this part of the universe, but the wider multiverses through time, space, and fields.

But maybe we'll find that causality isn't so solid, with time-like paths everywhere, and determinism only at medium scales. Perhaps the nature of existence is beyond gleaming for those held within.

Right now, we have no idea one way or the other. I definitely agree with continuing to ask why, but even the existence of the answers is up for debate, let alone the nature of those answers. I'm especially cautious of putting convenient explanations in the place of those unkowns.

So maybe saying so authoritatively that some causes don't exists was an error on my part. Sorry about that. It would be more accurate to say that some causes might not exist, especially in some models, and that we can't tell the difference yet.