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Humans work pretty much the same way

Several studies have shown that we first make the decision and then we reason about it to justify it

In that sense, we are not much more rational than an LLM

Humans have a lot more introspection capabilities than any current LLM.

Several studies

Please, cite those studies. I want to read them.

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