While we await the ultimate a part of the Copyright Office’s report, which can determine the legal implications of coaching AI on copyrighted knowledge, the extra pressing determinant of truthful use in GenAI coaching could come from the courts. Yet, whatever the outcome, the Copyright Office ought to transcend its passive regulatory steerage and actively develop new mechanisms to differentiate human-authored parts from AI-generated ones to implement its current steering. In addition, the workplace should suppose creatively about flexible frameworks that can account for future, more nuanced