Joscha Bach says an LLM reports being conscious only when prompted to do so.

“The only, uh, point where the LLM is reporting to be conscious if you ask it to, right? If you are, uh, telling it, "The following is a conversation between what it would be like if a human being would be talking to a conscious AI," so some version of this, right?”