Researchers face ethical and career risk from unclear AI authorship attribution guidelines in academic publishing

Academic researchers joining projects at late stages struggle with whether accepting authorship on AI-generated work violates ethical standards, damages their reputation, or violates journal policies—yet institutions provide no clear guidance. This creates paralysis around career decisions and potential professional liability, as authorship norms haven't caught up with AI capabilities.