A full rebuild of the personalization engine with privacy controls, learner memory, and a new friends experience with duels, wagers, tutoring, and commitments.
Jump into Lernex and see what's new for yourself.
v1.1 is the personalization rebuild. The old system grew large and complex over time. This release reorganizes it into a single, privacy-aware engine that is deeper, clearer, and easier to control. It also brings a full friends experience so learning is competitive, social, and rewarding.
Learner memory, mental models, and teaching strategy now operate as one system. The result is higher-quality lessons with cleaner pacing, clearer diagnostics, and a privacy-first control you can toggle anytime.
Personalization used to be powerful but scattered. In v1.1 we rebuilt the pipeline so every signal is consistent, explainable, and tuned for the learner. The system is bigger now, but it feels simpler because it is organized into a clear stack.
Compact memory of mistakes, style wins, misconceptions, and learner voice so every lesson starts informed.
Concept-level understanding depth, confusions, and misconceptions guide diagnostics and pacing.
Structured approach that sets tone, analogy style, and question mix per learner and moment.
We now explain why a lesson or question shows up, and you can tune it with one click.
Opt out of behavioral signals anytime. Personalization falls back to what you explicitly share.
Built-in teaching and question policy experiments let us safely A/B better learning paths.
We now surface the reason a lesson or question shows up, and you can steer it with micro feedback. At the same time, a privacy-first toggle lets you disable behavioral personalization without losing your core preferences or Learning DNA.
Toggle off anytime to keep personalization based only on what you explicitly share.
Learning is more fun with people. v1.1 upgrades the friends page into a complete social system with duels, Sparks wagers, tutoring threads, and commitment rewards. The new feed makes it easy to keep up with friends and celebrate wins.
Challenge friends on lessons, accuracy, or streaks. Add Sparks wagers for real stakes.
Set weekly goals together and earn points, Sparks, and badges when you show up.
Spin up a 1:1 tutoring thread with a friend and keep explanations and resources in one place.
React, comment, and stay notified about challenges, commits, and tutoring updates.
The engine is deeper, the controls are clearer, and the social layer is finally here. Expect smarter lessons, sharper diagnostics, and a friends page that feels like a real learning arena.