Ewa Deelman explores how AI can simplify the creation of Pegasus workflows by transforming sketches, papers, existing workflows, and code into production-ready scientific workflows. The talk discusses AI-assisted workflow development, validation, and the challenges of building trustworthy AI tools for research computing.