Wuming AI

May 17, 2026 · Industry Insights

Beyond Prompts: Building Real AI‑Powered Competitive Barriers

The article reflects on an Alibaba Cloud AI productivity roundtable, summarizing speakers' insights on how AI can expand personal capability, automate expert workflows, and create lasting competitive advantages that depend on integrating industry knowledge, judgment, and execution rather than merely using tools.