Is AI training fair use of copyright works?

Earlier this month, the US Copyright Office released a pre-publication version of its 108-page report on the use of copyright material in training of AI. Several days later, President Trump immediately dismissed the head of the Office, the Register of Copyrights Shira Perlmutter. What’s in this report that caused such a controversy?