AI is reshaping product design, but not by replacing designers — by expanding what we’re responsible for. UX is no longer just screens and flows; it’s systems, harnesses, guardrails, and the orchestration of probabilistic models. The job now is designing clarity inside complexity: making AI features discoverable, trustworthy, and grounded in deterministic logic where accuracy matters. Good AI UX isn’t about magic. It’s about intent, constraints, and building experiences people understand, rely on, and actually want to use.

The AI‑native designer is a system builder. We define the rules the model follows, the context it sees, the autonomy it’s allowed, and the guardrails that keep it honest. We design the scaffolding — the CLAUDE.md, the skills, the harness, the templates — that let teams build faster without losing quality. And we still do the thing that matters most: validate. Decide what ships. Protect the craft. In a world where AI accelerates everything, UX becomes the discipline that keeps products coherent, human, and worth trusting.