---
id: "entity-product-khanmigo"
type: "entity"
entityType: "product"
canonicalName: "Khanmigo"
aliases: []
source_timestamps: ["00:03:20", "00:03:35"]
tags: ["edtech", "ai-tutor", "khan-academy"]
related: ["entity-sal-khan", "concept-blooms-two-sigma"]
sources: ["s10-vibe-codes"]
sourceVaultSlug: "s10-vibe-codes"
originDay: 10
---
# Khanmigo

## Profile

Khanmigo is the AI tutor product developed by Khan Academy (https://www.khanmigo.ai/). It is one of the most widely deployed AI-tutor products in K-12 education.

## Scale Numbers Cited In The Talk

- Grew from **68,000** users to **1.4 million** users in one year
- Currently serving **266 school districts** in the United States

## Why It Matters

Khanmigo is the empirical evidence that [[concept-blooms-two-sigma]] is, for the first time in history, scalably deployable. What was a logistically impossible gold standard (1-on-1 tutoring for every child) is now economically tractable.

## Founder Connection

Produced by Khan Academy, founded by [[entity-sal-khan]], who is quoted calling AI tutors 'probably the biggest positive transformation that education has ever seen' (paraphrased in the talk).

## Caveats

Khanmigo's effectiveness still depends on the human-AI combination model in [[claim-human-ai-collaboration-best]] — AI alone produces good results, but human teacher + AI doubles outcomes.