My AI Thesis
The lowest-regret response to technological change is learning enough to understand where it helps, where it fails, and how it changes your craft.
ai
AI in the Hands of Professionals
Why expertise compounds when AI makes generation cheap.
Engineering Management Is Being Rewritten by AI
As generation gets cheaper, engineering management shifts toward judgment, validation, and learning.