It isn't that much of a stretch to think that this is because these algorithms are actually utilizing undiscovered forms of mathematics which of course already exist and are consistent with these generalized probability theories; that is in fact exactly what would be needed to legitimize and normalize such generalizations more within the contemporary practice of mathematics and the sciences.
Auto-Didact said:
There are in fact other forms of plausible reasoning which were empirically discovered and are even formally utilized in actual practice which aren't isomorphic to either Kolmogorovian or Coxian axiomatization: possibility theory, quantum probability and fuzzy logic, just to name a few.
Of course, the logic of plausible reasoning as being probability theory is a quite new insight, so one has to expect that various other attempts to formalize plausible reasoning exist and have not yet been thrown away. Feel free to develop them. BTW, that they aren't isomorphic does not mean that they have to be in contradiction.
Auto-Didact said:
Especially in our modern computational era - which will some day be seen as the golden age of neural networks - where such alternate models are actually being implemented and studied not just as abstractions but as applied constructions, your stance is scientifically simply completely unjustifiable.
Except that you misrepresent my stance by suggesting I would like to like to "halt the march of science", even if all I suggest is to refrain from using misleading names like "quantum logic" for lattice theory.