Engineering Why Artificial Intelligence Matters: What It Means for Work, Business, and the People Who Build Software Artificial intelligence has moved from research labs into everyday tools. Here is why it matters, where it is already useful, where it falls short, and how to approach it without the hype. 12 Oct 2026 · 6 min read · By Francis Landford