Secretary-General António Guterres is demanding that AI firms disclose the specific carbon, water, and land footprints of their systems. The push targets the opaque environmental costs of training massive models. This pressure forces AI companies to standardize sustainability reporting. Practitioners should expect stricter environmental compliance mandates for large-scale compute clusters.