Birch, The Edge of Sentience (2024), ch. 16 - "simply no way to assess sentience in an LLM" Schwitzgebel, AI and Consciousness (2025) - "we won't know before we've already manufactured thousands or millions of disputably conscious AI". Butlin, Long et al., Consciousness in Artificial Intelligence: Insights from the Science of Consciousness (2023) - "no obvious technical barriers to building AI systems which satisfy t…
I am confused what people even think AI is experiencing. If it claims to be a bat and emits designated echolocation tokens, is it experiencing true bat-like sensations? In humans, at least, we can tie language back to shared whole-body physiological responses. The tokens from an LLM do not represent anything of the sort. If AI is conscious, it is probably a very alien sort of consciousness that is not faithfully narr…
IIRC it's been shown that reasoning tokens don't actually explain what an AI thinks and you can replace most of them with dummy tokens or even nonsense tokens. That's one reason they're trying to make them reason with activation vectors instead.