A model of our invention is not something that causality can be.
I would warn here against conflating a report(conception if you prefer) of something with that something. — creativesoul
Yep, so you are making some confused epistemic point about our models of reality.
Now of course we can presume that reality exists as whatever it is, independent of our thoughts, wishes or conceptions about what it might be. But that kind of realism is still a presumption, even it it seems pretty reasonable. And then one problem that QM poses is that the observer no longer seems independent of the observables. As in the twin slit experiment, the choices an observer makes becomes part of the reality in terms of the statistical outcomes.
So even if you personally choose not to believe this fact of QM, it remains something that has now been witnessed time and again. The fact is not disputed, just how it might best be interpreted in the light of what we might want to believe in terms of defending more classical notions of causality, such as one that still models events in terms of the principle of locality.
So whatever causality is "in the noumenal raw", we are going to understand that in terms of a model. And that is fine if our modelling is based on a desire to model the world as accurately as we can. Which pragmatically, cashes out as a measurable minimisation of our uncertainty or surprisal when it comes to the physics of the world. We never "know" causality, but we sure as heck can work towards the models that make the best possible predictions and so leave us with the least possible surprises.
On that score, we know that classical models of causality work fine when the scale of the Cosmos is cold and large, but not when the Cosmos is small and hot. That is when the quantum model of causality would have to take over - and the Big Bang tells us it is the more fundamental story, being the condition that ruled at the beginning.
So there is no danger of conflating our models of reality with that reality if we are pragmatists. But what is clear is that science has found that different models sum up the story of causality at different scales of being. And yet you are insisting you can go beyond the models to see how things really are. You can believe in a classical causality as the true story rather than as merely one of a couple of models we can usefully employ to measurably good effect.
From a scientists point of view, this is a little crazy. Even classical Newtonian determinism is known to be full of causal paradox. The principle of least action is as basic a physical axiom as the principle of locality, and yet that involves "spooky action at a distance". Every event would have to know its future outcome so as to follow the path with the least action. Even Newtonianism has this "effect dictates the cause" back-arsewardness to it.
And even if we now have quantum theory as our most accurate predictive model, we know it doesn't completely capture the causal story. QM has been relativised. The need to account for observer collapse has been worked around by tacking on statistical mechanics - the contextual thermodynamic decoherence story - as a kluge. But including gravity and thus spacetime fluctuations in the formalism is work in progress.
So the point is that classical physics never actually supported a simple cause and effect ontology. It relied on some weird least action principle to actually determine every trajectory. And then QM brought least action to the fore as one of the causal things it was going to fix. The path integral formalism showed how reality must in some sense take every possible path and then sum over the possibilities. But QM can't yet deal with the contributions of gravitational fluctuations - at least right down to the Planck scale limit where they start to completely overwhelm any conventional causal structure.
Science thus tells us that we don't actually understand causality, but we have gone a long way towards telling a more complete feeling story. We are acknowledging the modelling gaps and seeking to plug them with mathematical machinery.
Yet you, in contrast, seem to be saying you can see cause and effect with your own eyes. Every question you could have about the way the world is has already been answered.