AI-native design isn't about building chatbots or mastering new tools, but rather developing critical thinking skills to break down ambiguous problems. After 28 design leader interviews, the most valuable skill is asking why we're building something and for whom, rather than immediately jumping into wireframing. AI-native designers use critical thinking to clearly define problems first, then leverage AI for tedious tasks like compiling meeting notes, parsing transcripts, and generating design variations.