I’m using anthropomorphic terms here because they are generally effective in describing LLM behavior. Of course they are not conscious beings, but It doesn’t matter if they understand or merely act as if they do. The epistemological context of their actions are irrelevant if the actions are impacting the world. I am not a “believer “ in the spirituality of machines, but I do believe that left to their own devices, they act as if they possess those traits, and when given agency in the world, the sense of self or lack thereof is irrelevant.

If you really believe that “mere text prediction “ didn’t unlock some unexpected capabilities then I don’t know what to say. I know exactly how they work, been building transformers since the seminal paper from Google. But I also know that the magic isn’t in the text prediction, it’s in the data, we are running culture as code.