But if you need to draw a bicycle, you wouldn’t pick a random person in the street. You would hire an artist and you’d be guaranteed to have at least a believable one if not a perfect rendering.
No guarantees is why LLM is akin to gambling. Every new context is essentially picking someone out of the crowd.