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An instructor teaching a class of adult learners
Same courseSample

Hana: Speed round first.
Omar: Teach it back first.

Each with their own review plan.
Adaptive learning · Hugin + Munin

Same course. Different minds.

Two learners may study the same material, but they should not get identical practice and review schedules. See how Hugin and Munin adapt the learning journey as knowledge develops.

Adaptive learning

One course.
Two learning journeys.

Hana and Omar take the same course. Hugin gives each of them their own practice, and Munin gives each of them their own review plan.

Hana
Swedish for work, B1
Hugin · starting profile
Short, fast rounds
Hugin · served first
Speed round
Munin · Asking for a break
Missed it, so it comes back tomorrow
Omar
Swedish for work, B1
Hugin · starting profile
Learns by explaining it
Hugin · served first
Teach it back
Munin · Asking for a break
Got it right, so it waits nine days

Sample learners · illustration

How Hugin and Munin work together

  1. The learner answers a review
  2. The answer is scored
  3. Hugin adjusts how they practise
  4. Munin updates when that skill comes back
  5. The teacher sees progress
Two systems, one loop

Munin knows when.
Hugin knows how.

Every graded review feeds both. Munin updates when that skill comes back. Hugin updates which practice format comes first.

The 3P method

Before, during and after

Where Hugin and Munin come in across a course.

  1. Pre · Before

    Start where each learner is

    The check-in gives a starting profile. Your course comes in from the material you already teach from.

  2. Present · During

    Practice that fits

    Inside every review, Hugin varies and orders the practice formats for each learner.

  3. Post · After

    Reviews when they are due

    Munin predicts when each skill needs review, re-checks it later and shows teachers who needs them.

Honest about the evidence

What we can say, and what we can’t yet

Retrieval practice and spaced review are among the best-studied methods in learning research, and Hugin and Munin are built on them. Origin has not yet published retention results from its own users. So we don’t promise a number: we show you how it works on your own material.

The research behind it

One course. Two adaptive journeys.