[sindriava]

Could you describe in what way do you find the current paradigms "new" or what unsolved issues you're talking about?

[zwnow]

Currently scaling limitations where gain outweighs the cost efficiency. True long term reasoning. Hallucinations and pattern matched reasoning over structural reasoning. Reasoning for novel tasks. Hitting a data wall so lack of training data. Stale knowledge. Biased knowledge. Oh and let's not forget about all the security related issues nobody likes to talk about.

[sindriava]

So just to be clear when you mention "AI" you're mostly talking about LLMs right? Since most of these don't apply to expert systems.