Analysis of LLM's Reasoning Abilities

&quot;I bet if I ask a human to generate a bunch of sentences no matter how unrelated, they could do it infinitely ... I don’t think an LLM can “undo” it’s probabilities already generated like this (maybe it can?) and then generate infinitely&quot;<p>Unless it zooms in on &quot;Unrelated&quot; and ignores the sentences it produces. reinforced by unrelated sentences.

I got to think thinking about &quot;people with no filters&quot; and LLMs. LLMs don&#x27;t really have an inner dialog.<p>I also think we shouldn&#x27;t compare ChatGPT with LLMs 100%. While I&#x27;m sure ChatGPT is mostly an LLM at the very least it has a programmatic veneer for moderation. How know what is behind the curtain as far as every thing else.

I curious about layers in LLMs. so there&#x27;s a concept of a frame in AI where a specific event has slots that get filled. so like a story has a beginning middle and end. so it learns that patterns at a higher level. maybe the concept of a story triggers a very high level concept and then it knows to keep things in that order.

Yet another post about LLMs (but give it a chance!) English is not my first language, I know it is a little rough in places, but I did my best.