Complex numbers and Schwartz distributions (the thing the dirac delta is) come immediately to mind. “Not all numbers have square roots, but what if they did?” It seems like a common pattern.

I think they're talking about conjectures that are unproven but seem "likely true" and people build further math off the assumption. E.G Reimann hypothesis