Fabrication implies malicious intent or at least intentional deception. LLMs don’t have any “intent”.
for example, this is bullshit because it’s words with no real thought behind it: “if being correct was important, the developers would have taken an entirely different approach”
Your second comment is more flippant than mine, as even AI boosters like Chollet and LeCun have come around to LLMs being tangential to delivering on their dreams, and that's before engaging with formal methods, V&V, and other approaches used in systems that actually value reliability.