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Why is there typically a cut - off date for the information that a generative Al tool knows? Data must be stored and managed in

Why is there typically a cut-off date for the information that a generative Al tool knows?
Data must be stored and managed in original documents.
The coding staff is increasingly becoming specialized.
The patterns identified can be unreliable and need verification.
Training the model is time consuming and expensive.
I don't know this yet.
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