From more than 16,000 submissions, an IISc Bengaluru team cracked the top 15 at CVPR 2026. Their paper rethinks dataset distillation and the soft-label habits the field treats as gospel. Fewer samples. Smarter selection. Lower carbon if the theory holds. The Hindu and IISc both put the finalist badge on the table. It matters because Indian academic AI just scored on a world stage that usually hands the mic to a few coastal labs. Caveat: a finalist ribbon is not a production system; peer follow-up will chew the claims.