Guiding education through the AI revolution, for the people who run, teach, and care about schools.
Bright Learning · Explainers
A clear answer built from primary documents, independent evidence, and stated uncertainty.
An independent randomized trial separated the effect of Khan Academy's practice software from its Khanmigo AI layer. The practice tool produced modest gains in line with prior ed-tech evidence, the AI layer added no measurable benefit, and the real bottleneck turned out to be whether students accepted help at all.
An evidence-led look at an independent randomized trial of Khan Academy's AI tutor Khanmigo, separating what the study reports, what the company claims, and where those accounts diverge so parents can weigh AI-tutor hype against the reality that most students decline Socratic help.
The first independent randomized trial of Khanmigo, an answer-withholding AI tutor, found Khan Academy helped modestly in math while the AI chatbot added nothing detectable over existing tools. Here is a calibrated reading of what the evidence does and does not show.
An independent, evidence-led look at a two-year randomized trial of Khan Academy's Socratic AI tutor Khanmigo: the practice software modestly helped struggling middle-school math students, but the AI layer added little, chiefly because most students declined to engage it.
