A new webinar from Nature provides specific guidelines for scientists using AI during the job application process. It targets both hiring managers and candidates to ensure transparency and fairness. The session addresses the ethics of AI-generated cover letters. Practitioners must now balance efficiency with the need for authentic, human-verified academic credentials.