3D knowledge map (IMAGE)

Dartmouth College

3D knowledge map

Caption

A 3D map of the average knowledge for all 50 participants recruited to test the Dartmouth framework after watching two video lectures on physics. The spheres are coordinates produced with AI-related text-embedding models to represent specific concepts in physics, with related topics nearby each other. The image shows that participants' conceptual knowledge coincided with the subjects covered in lecture one (cyan) and two (fuscia), with the second lecture also leading to a better understanding of general physics.

Credit

Jeremy Manning and Paxton Fitzpatrick/Dartmouth College

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