Learning Unleashed
One-to-one tutoring is the most effective intervention ever measured (2-sigma gains); AI has just made it free — universal mastery is now a distribution problem.
What the document proves
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Ten ventures achieving universal foundational literacy and numeracy at $19 per child-year — versus $150–400 in traditional systems with worse outcomes
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AI Tutor mastery gains of 1.5–2.3x grade-level velocity in pilots across 30 languages, offline-first on $40 tablets
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Microschool franchise economics: quality education profitable at $6/month fees with teacher-guides earning 1.8x public salaries
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Skills Passports adopted by 2,000+ employers create the first global market where competence outprices credentials
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A 1,650-day roadmap to enroll 250M out-of-school children and lift 600M underlearners to mastery