I think this is partly due to Knoll’s law, which we could restate as “everything you read in the newspapers (or from LLMs) is absolutely true, except for the rare story (or chat) of which you happen to have firsthand knowledge (or deep expertise)”.
Knoll’s Law: Media and LLM Information Reliability
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