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Universal Quality Education via AI
AI tutors that provide world-class personalized education to every child on Earth.
Evidence:arxivmetaculus Source refresh pending
53.1%progress
Median Predicted Year
2031
P10: 2027 · P90: 2038
Time to Median Prediction
Syncing countdown…
Progress Index Over Time
Proprietary progress score
Prediction Range
P10 / Median / P90 estimates
expertmarketmodel
Why It Moved — Recent Events
7 days soonerAug 20
Hourly data refresh:
Automated data refresh
Accelerators & Bottlenecks
What speeds it up
Khan Academy AI tutor scaling
Smartphone penetration in developing world
What slows it down
Internet access gaps
Language barriers
Forecast methodology: Progress % and predicted years are computed by our proprietary algorithm combining real-money prediction markets (Polymarket, Kalshi), expert forecasts weighted by Brier score accuracy, and hard data trend extrapolation using S-curves fitted to clinical trial progression (ClinicalTrials.gov), AI benchmark scores (HuggingFace), publication velocity (arXiv), and drug approvals (openFDA). P10/P50/P90 represent optimistic, median, and pessimistic scenarios. Updated hourly.