Architect Practice

Oct 13, 2026 · Artificial Intelligence

How AI Engineers Decide What to Build: Four Skills for Shaping the Build

Andrew Ng's final AI Engineering Skills Map installment defines four capabilities for engineers to shape what gets built: driving rapid build loops with a bias for action, making product decisions grounded in user empathy, communicating across functions to align stakeholders, and exercising high-agency ownership to judge what's worth building.