There is no measurable difference between a neural network generating text that happens to be true and a neural network generating text that happens to be false.

It's not "Hallucination" or a conspiracy, it is their defined operating mode.

It told you they had that tree because you wanted that tree, and because it was trained to tell you what you want to hear. By design.