What happened
Reporter Natasha Singer's book Coding Kids traces how Big Tech embedded its tools in American schools and how AI firms are repeating that playbook.
New York Times education reporter Natasha Singer says AI companies are pitching schools with a playbook similar to the one Big Tech used to get into classrooms a decade ago. Her book Coding Kids describes how technology companies promoted computer science education as a route to high-paying jobs while embedding their own tools and curricula in schools: Apple built an AP Computer Science Principles
Now the backlash is growing. Some graduates feel disappointed by the coding-career promises they were sold. Some districts are removing Chromebooks from younger students. Research cited by Singer and tracked by organizations like NBER and UNESCO questions whether classroom technology significantly improves learning at all. Meanwhile, New York City has restricted elementary and middle-school studen
This is not only a question of technology — it is a question of who decides what students learn and whose tools they learn it with. When a company's curriculum enters a school, it can create future users and customers as much as it creates future engineers. That question is repeating itself as AI education ramps up: Code.org rebranded as CodeAI in 2026 and shifted its Hour of Code event toward Hou
Faster AI adoption is not itself an educational goal — understanding how AI shapes the choices you make is.
What is confirmed
Facts corroborated by the sources listed below.
- AI companies are pitching schools with a playbook similar to Big Tech's earlier classroom strategy, per NYT education reporter Natasha Singer.
- Apple and Microsoft created AP Computer Science Principles curricula featuring their own tools, Swift and Minecraft, respectively.
- Google expanded its school presence through low-cost Chromebooks and Classroom, and pandemic shutdowns accelerated Chromebook adoption, positioning Google to promote generative AI.
- Backlash has grown: some graduates feel disappointed by coding-career promises, some districts are removing Chromebooks for younger students, and cited research questions whether classroom technology significantly improves learning.
Why it matters for me
Districts including New York City and Los Angeles are restricting student AI use, and parents and educators are being urged to set safeguards now.
Education · Technology Policy
K 12 Parents · Teachers · Education Policymakers
Parents and educators should set safeguards around AI in schools now, and teach students how AI shapes choices rather than chasing faster adoption.
Education Policy
School Administrators · Education Policymakers
New York City has restricted elementary and middle-school student AI use for the coming school year, and Los Angeles has announced a broader restriction including high-school students.
Education · Technology
Students · K 12 Parents
The coding-career promises behind the push for computer science in schools are facing growing skepticism from graduates and from research on classroom tech.
What to remember
The goal should be teaching students how AI shapes choices, not just adopting AI faster.
Tech companies put their tools in classrooms for a decade. Now AI firms are doing the same — and some schools are pushing back.
Verified sources (7)
Schools are catching on to Big Tech's playbook
↗How Big Tech Captured American Schools
↗Momentum Builds to Expand Coding Education to Learning About AI 'Under the Hood'
↗2025 State of AI + CS Education Report
↗Working Paper 34495
↗Global Education Monitoring Report 2023: Technology in education
↗Parent activists pushed schools on AI, screen time — and won
↗Claims and linked sources
8 claimsAI companies are pitching schools with a playbook similar to Big Tech's earlier classroom strategy, per NYT education reporter Natasha Singer.
Apple and Microsoft created AP Computer Science Principles curricula featuring their own tools, Swift and Minecraft, respectively.
Google expanded its school presence through low-cost Chromebooks and Classroom, and pandemic shutdowns accelerated Chromebook adoption, positioning Google to promote generative AI.
Backlash has grown: some graduates feel disappointed by coding-career promises, some districts are removing Chromebooks for younger students, and cited research questions whether classroom technology significantly improves learning.
New York City restricted elementary and middle-school student AI use in classrooms for the coming school year; Los Angeles announced a broader restriction including high-school students.
Singer says parents and educators should establish safeguards now and teach students how technology and AI shape choices, rather than treating faster AI adoption as the main educational goal.
Code.org rebranded as CodeAI in 2026 and shifted its Hour of Code event toward Hour of AI, reflecting a move from coding education toward AI literacy.
The 2025 Code.org State of AI + CS Education report tracks state AI/CS standards, school guidance, professional-development funding and graduation requirements, showing AI education is becoming a formal policy topic.