How we use AI in learning: translation, summaries — and nothing else
AI at Melbrix has a strict job description: remove language friction and compress revision time. It never writes your answers.
Every AI feature request we get falls into two buckets: things that help learning, and things that replace it. We only ship the first bucket.
In the first bucket: transcript translation into major Indian and global languages, lesson summaries for revision, and a writing assistant that improves YOUR drafts. These remove friction without removing effort.
In the second bucket: anything that completes assignments for you. Our auto-grading marks what you write; the AI never writes it. Even AI-assisted short-answer matching defers to human review when confidence is low.
The result is AI that a serious learner thanks and a shortcut-seeker resents. We can live with that trade.