This week, we thought we had something working We added multiple explanation styles: Simple Step-by-step Example On the surface, it looked like adaptation But when we tested it… Nothing actually changed The Problem No matter which option we selected, the explanation felt the same. Different labels. Same thinking. At first, it looked like a UI issue It wasn’t. The Realization We weren’t building adaptive AI We were building: the illusion of adaptation Why This Happens It’s easy to: reuse the same explanation change formatting adjust tone slightly And call it “adaptive” But users don’t experience formatting They experience understanding. The Shift We started looking at it differently: Same topic and Same explanation Each mode needs a different way of thinking: Simple → reduce complexity Step-by-step → build structure Example → create intuition Not formatting Different cognitive paths.…