Collaborative, AI-assisted learning

Learning happens in the thinking.

coLearn-AI is a platform for active, group-based learning. It helps students reason together, helps instructors see learning as it unfolds, and uses AI as a guide—not a shortcut.

Activity · Networks & graphs42:18

QUESTION 03 / 06

What changes when we add one more connection?

M

It creates a cycle, so every node can still reach the others.

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J

Could it make the network stronger?

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Thinking prompt

What evidence in the diagram supports that idea?

Group 4Working together
4 / 6

Not just answers. A record of how understanding grows.

The platform

Designed for the kind of learning that lasts.

coLearn-AI brings together structured collaboration, carefully bounded AI support, and an instructor view of the work in progress.

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01

Make collaboration purposeful

Students work in a shared activity space, with group roles and turn-taking that make contribution and explanation part of the learning design.

FacilitatorAnalystQuality checkSpokesperson
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02

Keep AI in a scaffolding role

AI can prompt, question, and offer feedback—while students remain responsible for the reasoning and the response.

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03

See the learning process

Responses, revisions, feedback, and participation form a persistent epistemic trace that supports coaching and reflection.

04

Teach from a live view of the room

Use course, activity, and group views to follow progress, notice where help is needed, and guide the class while it is happening.

CLASS PROGRESS

Group 178%
Group 254%
Group 391%

Guided inquiry, shared discovery

Build for POGIL support

Bring Process Oriented Guided Inquiry Learning into a shared activity space. coLearn-AI supports purposeful group roles, guided questions, visible reasoning, and instructor coaching throughout the learning process.

How coLearn supports POGIL

One platform, different moments

From collaborative discovery to individual demonstration.

Build POGIL-style activities where small groups investigate, discuss, and construct answers together. The platform can assign roles, coordinate whose turn it is, and keep the group’s shared work visible.

  • Shared group workspace
  • Facilitator, analyst, quality-check, and spokesperson roles
  • Turn rotation and section timers
  • Text, Python, and C++ activity components

ACTIVITY BUILDER

Design an activity around the thinking you want to see.

3

Explain your group’s reasoning.

for node in graph:
  visit(node)
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For instructors

Shape the experience.
Stay close to the learning.

coLearn-AI gives instructors a practical loop: create or refine an activity, preview it, launch it for a course, and follow how students work through it.

01 Create with AI assistance while keeping pedagogical control.

02 Preview, revise, and organize activities for a course.

03 Configure groups, tests, assignments, and timing.

04 Monitor progress and review the reasoning trail.

Read the project overview

See it in action

Choose a door into coLearn-AI.

The demos are designed for different conversations. Start with the view that matches your curiosity.

Demo access depends on the active coLearn-AI deployment. Visit the project repository for source and installation information.