Lol. I tried doing some image generation with SOTA models. I explicitly asked it not to do something it was doing and it would literally do the thing, and straight up tell me it didn't.

Unless someone has a cognitive impairment it's just simply not a failure mode of cooperative humans. Same with hallucinations. Both humans and AI can be wrong, but a human has the ability to admit when they don't understand or know something, AI will just make it up.

I don't understand why people would ever trust anything important to something with the same failure mode as AI. It's insane.

Image generation models are usually not LLMs. Only Nano Banana Pro is capable of following negative directions like that.