I know it is in the nature of probabilistic neural network outputs, but it almost feels like these commercial models are built to make those mistakes (making up

I know it is in the nature of probabilistic neural network outputs, but it almost feels like these commercial models are built to make those mistakes (making up functions/parameters) and it is all a big conspiracy to hide the real useful stuff from general public. I started giving the models api docs and headers before interacting with them and it seems to work a lot better.