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I don't know much about AI, but does it know that it doesn't know something? Like would it be able to tell that it's unsure or even wrong?

Knowing is a human construct for a set of interactions in our brain, so I am not sure it is meaningful to ask if a LLM "knows" something.

Do the atoms that comprise our brain "know" or do they "interact"?

Because it wouldn't know to check.

An AI being right is just when the output of one of its roleplaying sessions is a true statement. AIs can have a version of "confidence", but it's not how true it thinks its statements are, it's how well it thinks it's role-playing.

It helps a bit, but isn’t perfect by any means. What is most useful is it keeps it on topic when it has a document in mind.

Relevant: I took Solr, Selenium and GPT3 and mushed ‘em together.

What if you don't use Google...