Dunlosky and colleagues surveyed the evidence on study strategies in 2013 and concluded that the most popular techniques — highlighting, rereading, summarising in your own words from the original text — produce the illusion of competence without the reality. Students feel productive; retention data disagrees.
The illusion has sharpened in the LLM era. An AI explanation feels like understanding because it reads like understanding. Three weeks later, retrieval fails because nothing was encoded — only consumed.
Fluera’s design fights the illusion at every turn. Confidence-before-reveal exposes the gap between predicted and actual recall. Fog of War tests retrieval under occlusion. The Socratic mode refuses to explain before you have tried. Every feature is, in part, a reality check against the illusion.