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Squirrel AI

Adaptive tutoring at national scale

The Four Mismatches · Squirrel AI

Fits on everything we could check

For a student in China, the country it was built for.

  • CurriculumFits

    Built for an exam students in China sit.

    • The maker names: Gaokao, Zhongkao
  • LanguageFits

    Teaches in the classroom languages of China.

  • PriceNot verified

    We haven't found its price on the maker's own pages.

  • DeviceNot verified

    We haven't yet confirmed which device most students in China use.

Worked out from the maker’s own published facts, checked 4 and 5 October 2026. Nobody hand-scores these. How it’s worked outlearnerfirst.com · The Four Mismatches Test

Independence: our publisher builds learning products too. We never review or score its products, and no tool pays to be listed or to rank higher — how we assess fit.

What it does

What the AI actually does — An adaptive knowledge-tracing engine that decomposes subjects into fine-grained 'knowledge points' (10,000+ for middle-school maths) and routes each student individually.

Why it was built — Replace generic exam tutoring with 1-on-1 personalised learning paths at scale, delivered through offline centres.

Who built it

Company
Yixue Education Group (Squirrel Ai Learning)
Founders
Derek Haoyang Li · Wei Chou
HQ / origin
Shanghai, China (AI research team in Seattle)
Founded
2014
Model
B2B2C
Exam systems
Gaokao · Zhongkao
Languages
Mandarin Chinese

We record durable facts only — no funding-raised or user-count figures. Unverified fields are marked [TBD] rather than guessed.

Where it sits

Squirrel AI is on the Learning Tools Index, in whole-curriculum ai tutors, built in China.

Related & alternatives

Sources