#191 - Throwback: UX Lessons from a Decade Researching AI with Jess Holbrook of Microsoft

Jess Holbrook, head of UX Research at Microsoft AI, reveals that the most dangerous trap in AI research isn't technical failure—it's drifting into '1% better' innovation that ignores human dignity. Drawing from a decade of pioneering work at Google, Meta, and now Microsoft, she argues that researchers must anchor their work in enduring human needs like identity, self-worth, and connection, not just novelty. Her team bans 'plan a trip' use cases—default scenarios that assume users already have disposable income—because they reflect a shallow understanding of real human struggles. Instead, she champions 'dignity-centered AI,' where tools extend human potential without erasing the meaning people derive from their work. The real breakthrough isn't in faster prototyping, but in using AI not to replace human insight, but to mentor researchers by helping them ask better questions—like a senior colleague would. She warns that the field has become too focused on hype and forecasting, when the most valuable work is still face-to-face conversations that uncover what people truly want to become, not just what they want to do. Holbrook’s team structure reflects this philosophy: embedding researchers early, mixing specialists with generalists, and hiring people with strong points of view—even if they don’t have AI experience. She emphasizes that the most powerful research tools aren’t AI assistants that analyze notes, but those that help researchers see beyond their own assumptions.