Hyper-personalization
See exactly how Be-Ru adapts your learning, the signals it uses, the decisions it makes and why, all explainable and yours.
Your Digital Twin personalizes everything
Be-Ru turns every signal into a living model of how you learn, then adapts content, pace, timing and motivation in real time. The more you use it, the sharper it gets.
Signals feeding your twin
What we adapt for you, right now
Retention is 28% higher on video and interactive vs long text.
Your quiz accuracy peaks in the morning across the last 6 weeks.
You complete current sets with 91% accuracy, ready to step up.
You re-engage most after streak nudges, not leaderboards.
Forgetting curve predicts recall dropping below 70% then.
Unblocks your data analyst path and a due project.
Best balance of completion and retention for your schedule.
You rate example-led explanations higher and finish them.
Recent adaptations
- TodayRaised difficulty on Machine Learning after a 91% streak.
- YesterdaySwitched recommendations to morning slots.
- 3 days agoDetected visual preference from replay behavior.
- Last weekImported GitHub activity, added 12 verified skills.
Yours, portable, private
Your Digital Twin belongs to you. It is consent-first, explainable (every adaptation shows its reason), and portable across AI models, so you are never locked in.
- Explainable, every decision has a rationale
- Portable across Claude, Mistral and your own keys
- Private by default, you control what is shared