The shift happened fast. Not long ago, the AI conversation was dominated by one question: whose cloud model is stronger? Now a growing number of products are pushing back toward the desktop, and very specifically toward the Mac desktop. Put Gemini on Mac, Ollama v0.19, and Google AI Edge Gallery side by side, and this no longer looks like coincidence. It looks like a market signal. My take is simple: what users actually want is not just a stronger model, but a lower-friction experience. Model quality matters, obviously. But if using the model means opening another tab, waiting on the cloud, wiring tools together, juggling prompts, and constantly losing context, even a great model starts to feel annoying. And once a tool feels annoying, it rarely becomes a habit. ...