It seems that no amount of circumstantial evidence will ever lead us to conclude that an AI is conscious. But proving that it is not conscious seems equally difficult.
We may end up simply arguing over what each of us believes. Can we find a new scientific experiment or a new philosophical framework that breaks this deadlock?
Since science may not settle this anytime soon, AI consciousness may become more of a question of social consensus and personal belief. These are also important.