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Good practice Imported

AI-oqulyq — Kazakhstan Pilots AI-Assisted Textbook Review After Finding 700 Curriculum Errors

Kazakhstan · Astana · See the Kazakhstan profile · See the Astana profile

Evidence: Descriptive / self-reported Top 70% 40/100 · Ask Evidence Copilot about this practice

Kazakhstan's education ministry found about 700 factual and outdated errors across textbooks in 16 subjects, ordered publishers to reissue them at their own cost, and is piloting an AI-integrated textbook platform, AI-oqulyq, in 40 schools to catch such errors earlier.

~700
Textbook errors found
16
Subjects affected
40
Pilot schools
AI-oqulyq — Kazakhstan Pilots AI-Assisted Textbook Review After Finding 700 Curriculum Errors

Details

Maturity
Pilot
Promoter
Kazakhstan Ministry of Enlightenment
Period
2026 (pilot ongoing)
Keywords
education administration, curriculum quality assurance, K-12 publishing oversight

Context

Kazakhstan's Ministry of Enlightenment confirmed roughly 700 factual and outdated errors across school textbooks spanning 16 subjects, after President Tokayev publicly criticised unreliable curriculum content in August 2026.

Activities

Publishers must correct and reissue affected textbooks at their own expense, and the Ministry referred the matter to the Department of Economic Investigations; in response, the Ministry is piloting AI-oqulyq, a digital platform layering AI review tools over textbook content, currently running in 40 schools.

Conclusions

As an early-stage pilot, AI-oqulyq has not yet been independently evaluated for whether it reduces textbook error rates; its significance for now is as a concrete, disclosed accountability response rather than a proven learning-technology outcome.

Implementation
Indicative cost
Low (< €50k)
Time to results
Short (< 1 year)
Staffing & skills
Ministry of Enlightenment officials, Publishers (funding their own corrections)

Conditions for success

  • Publisher compliance with corrections
  • Department of Economic Investigations oversight

Common failure modes

  • Errors persisted despite earlier public funding intended to fix them

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