Handling errors.
WHY IT HAPPENS
It produces plausible text. Plausible and true are different, and the tone is identical either way.
WHAT IT GETS WRONG MOST
Specific figures Names, dates and places Citations and references Current information Anything obscure Arithmetic
WHAT TO DO
Tell it. "That is wrong. [Correct information]. Redo it with that."
It will incorporate the correction.
WHAT NOT TO DO
Ask whether it is sure. It will assert confidence either way. Assume fluency means accuracy.
IF IT REPEATS THE ERROR
Start a new conversation. The wrong information is in the context and influences everything after it.
IF YOU PUBLISHED SOMETHING WRONG
Correct it promptly and note the correction.
Then check whether other content produced the same way has similar errors.
THE PREVENTION
Verify in proportion to consequence.
Every fact, figure, name and citation you will publish.