Summary This post has two independent parts: I ask what would some of the basic criteria for sentience be and how to check for them in a way that would give us a chance to satisfy our need to know. I explore some of the dilemmas a fully machine-based sentient entity would have to face […]
TLDR; Reports that AI beat humans on certain benchmarks or very specialised tasks don’t mean that AI is actually better at those tasks than any individual human. They certainly don’t mean that AI is approaching the task with any of the same understanding of the world people do. People actually perform 100% on the tasks […]
Everybody is agog at what AI systems can do. Nobody thought even 10 years ago that machines could be trained to recognise images or transcribe natural speech as well as they do now. And because of this leap forward everybody has started worrying about AI taking over the world because it will soon be able […]
TL;DR Why is this important? Many people believe that mental representations are the next goal for ML and a prerequisite for AGI. Does machine learning produce mental representations equivalent to human ones in kind (if not in quality or quantity)? Definitely not, and there is no clear pathway from current approaches to a place where […]