AI is not just another software upgrade for the HSSE profession. It is raising the baseline capability of practitioners, compressing the competency gap, and changing what professional value looks like. But as more people produce work that appears technically competent, the profession must ask harder questions about judgment, accountability, and whether AI-assisted outputs are complete, applicable, defensible, and safe to rely on.