Don’t Ask What AI Can Do for You, Ask What You Can Do for AI

Abstract

This “Practitioner’s Digest” column highlights emerging software engineering for AI research presented at the IEEE/ACM International Conference on Software Engineering 2026, focusing on reliability, runtime safety, sustainability, requirements alignment, and scalable AI operations.