[ithkuil]

Our current models are only good until we find a better model that replaces them, one which can explain phenomena we observe , which the old model didn't.

So, yes, it's possible there is some physics "beyond" the one we know, and yes in order to go beyond what we know we have to consider the possibility that some of the stuff that lay at the foundation of the current physics is wrong (or, correct up to an approximation). And many working physicists are well aware of that fact and they do consider all the options on the table.

The problem is, you have to find something to replace it and it has to work.

Thinking about all crazy things is great. "Temporarily" throwing away some assumptions can be a productive thinking tool. The Heisenberg principle (like many other things) can be both something you want to keep and use as a foundation for other explorations, and it can be something you question. The field is made up of many people, not everybody should be working on the same thing on the same assumption; I think "putting ideas at rest at this point" should be relegated to old theories that have been fully superseded, and even then they can be still useful: even Newtonian mechanics can still be quite useful even if we know it falls short.