For example, you're required to provide accurate info about yourself when donating to a U.S. federal political campaign [0]. Is it possible that someone, somewhere in America is legally named John Fucksalot? Or works for a company named Fucks, Inc? Maybe! We're a huge country with wildly diverse cultural standards and senses of humor. But a John Fucksalot, CEO of Fucks Inc, who lives in Fuck City, Ohio 42069? Probably not, and the fact that this record exists says something about how the rules and laws regarding straw donors are readily enforce. And whether or not an enforcement action happened, what field in the FEC data indicates a revised record?
Seems like this tip can still be useful in the Age of LLMs. Not just for learning about the training data, but also how confident providers are in their models, and how many guardails they've needed to tack on to prevent it from giving unwanted answers.
[0] https://www.fec.gov/data/receipts/individual-contributions/?...