Everyone Was Rowing, No One Was Steering

In this monologue, the speaker reflects on the challenges of scaling AI development within large engineering organizations. He observes that while many expected every engineer to become an "AI builder," in practice designers and product managers tend to revert to their traditional roles, providing context and vision to unblock decisions. This re‑emergence of old responsibilities highlights a misconception: that universal AI‑building capability would replace the need for clear leadership. The speaker argues that when everyone is "rowing" (working on AI tasks), a designated "steering" function—clear direction, decision‑making authority, and ownership—is essential, especially in large teams. Small teams can still have AI builders, but larger groups require explicit steering roles to avoid chaos. The talk challenges the prevailing narrative about the future of AI work and underscores the importance of structured leadership in AI initiatives.










