My goto is to ask LLMs how many states have R in their name. They always fail. GPT 5 included Indiana, Illinois, and Texas in its list. It then asked me if I wanted an alphabetical highlighted map. Sure, why not.

A shitty map created by ChatGPT5.  it purports to be US States with an R in their name, but it's wrong and dumb and worthless just like LLMs.
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