> Every AI-related invention is hyped as "intelligence" but turns out to be "Necessary but Not Sufficient" for true intelligence.

Alternatively, the goalposts keep being moved.

I don't think we fully understand all the aspects of intelligence. What the potential feature set is. How to categorize or break it down into parts. We have some data and some categories but we are so far away from a full description that it only makes sense we must move the goalposts constantly.

Not really, only "merchants" are trying to package and sell LLMs as "artificial intelligence". To this day AI still very much is the name of a research field focused on computational methods: it's not a discovery, it's not a singular product or tool at or disposal (or it is in no greater capacity than Markov chains, support vector machines or other techniques that came before). If you ever expect the goalposts to settle, you are essentially wishing for research to stop.