Big Tech Goes to School: Who Decides How AI Enters the Classroom?
September 16, 2026 by
“The next major AI battleground is the classroom,” Axios reported this year, as Google, Microsoft, OpenAI, and Anthropic race to make their tools the ones teachers and students reach for. “Whoever wins schools now could shape how Gen Alpha learns, studies and interacts with AI for years to come.”1
The money confirms that framing. A market analysis prepared for the Christian Science Monitor found that education’s AI sector—virtually nonexistent before ChatGPT’s 2022 release—grew to $730 million in 2026 and is projected to reach $18.5 billion by 2036, with a lengthening list of startups such as MagicSchool, SchoolAI, and Buddy competing alongside the giants.2
Whether AI actually improves teaching and learning is a separate question (see our previous post). This post asks a different one: As billions of dollars flow from technology companies into teacher training, curriculum, legislation, and free classroom products, who is shaping how AI enters a child’s education—and how should students and educators evaluate the interests involved? The facts below are matters of public record. What they add up to is the debate.
Where the Money Is Going
The largest single initiative is the National Academy for AI Instruction, a $23 million partnership between the American Federation of Teachers (AFT), its New York City affiliate the United Federation of Teachers (UFT), and three AI companies. Microsoft is contributing $12.5 million over five years. OpenAI is contributing $10 million—$8 million in cash and $2 million in-kind, meaning engineering support, computing access, and credits to use its own products. Anthropic committed $500,000 in the project’s first year. Based at UFT headquarters in Manhattan, the academy aims to train 400,000 educators—roughly one in ten U.S. teachers—by 2030.3
The federal government has organized a parallel channel. The White House’s AI education pledge, announced in mid-2025 under President Donald Trump’s executive order on AI in education, has drawn commitments from more than 60 companies—including Adobe, Amazon, Google, Intel, Microsoft, NVIDIA, OpenAI, and MagicSchool—to supply funding, curriculum, technology, and professional development to K-12 schools.4 At a White House event in September 2025, Google said it would direct $150 million toward AI education and offer its Gemini for Education tools to every high school in America, Amazon pledged to train four million people in AI skills and support AI curricula for 10,000 educators by 2028, and Anthropic committed to a free teacher-training curriculum and cybersecurity education funding.5
Companies are also going directly to teachers. In February 2026, Google announced a three-year partnership with ISTE+ASCD, a leading education nonprofit, to offer AI literacy training—built around Google’s own Gemini and NotebookLM tools—to all six million U.S. K-12 teachers and college faculty.6 OpenAI launched ChatGPT for Teachers in November 2025, free for verified educators; Anthropic followed in July 2026 with Claude for Teachers, also free.7 The free periods are temporary: According to the Christian Science Monitor, Anthropic’s complimentary access expires in June 2027 and OpenAI’s in June 2028.8
What Is Being Proposed in Congress?
The industry’s preferences have shown up in proposed legislation. The Literacy in Future Technologies Artificial Intelligence (LIFT AI) Act would create a competitive, merit-reviewed grant program at the National Science Foundation to fund AI literacy curricula, teacher professional development, and evaluation methods for K-12 education. Reps. Tom Kean Jr. (R-N.J.) and Gabe Amo (D-R.I.) introduced the House version in September 2025, and Sens. Adam Schiff (D-Calif.) and Mike Rounds (R-S.D.), a co-chair of the Senate AI Caucus, introduced a Senate companion in April 2026, framing the bill as implementing President Trump’s national AI policy framework.9 Its endorsers include the AFT, Google, OpenAI, Microsoft, HP Inc., and two major technology trade associations.10
Even with this significant investment in shaping public policy, however, the AI industry does not win every legislative battle—and endorsement is not enactment. An earlier version of the LIFT AI Act, backed in 2024 by Google, IBM, and the technology industry’s leading trade association, cleared a House committee and then died without receiving a floor vote.11 The current House version advanced out of committee in June on a 34-1 vote; whether it fares better than its predecessor, and whether the Senate acts at all, remains open. Companies may back AI-literacy funding because it would expand their future market, because they believe students genuinely need these skills, or for both reasons at once—the bill’s fate will not settle that question either way.
Arguments That the Partnerships Serve Students and Teachers
The unions make an argument grounded in leverage. AFT President Randi Weingarten has said skepticism guided her negotiations, but that schools lack what the industry has: resources. “There is no one else who is helping us with this. That’s why we felt we needed to work with the largest corporations in the world,” she told the Associated Press. “We went to them—they didn’t come to us.” Both the AFT and the National Education Association have stressed that educators—not the companies—design the training content, and the AFT describes its approach as “agnostic,” meaning any company’s tools can be used in a session.12 Weingarten has argued that the academy is where educators will learn to use AI “wisely, safely and ethically,” with teachers drafting the guardrails themselves.13 On this view, partnering is how teachers get a seat at the table rather than having tools imposed on them—the alternative being that AI arrives in classrooms anyway, shaped entirely by vendors.
Educators leading the training efforts describe unmet demand. “We have just heard so much feedback from teachers that are just saying, ‘We are not prepared,’” said Richard Culatta, CEO of ISTE+ASCD, of the Google partnership, adding that teachers lack the background “for the realities of teaching in an AI world.”14 Supporters of the LIFT AI Act make a parallel case for public investment: Sen. Schiff argued the bill ensures “that students and educators have the resources they need” to compete in a changing economy, and the AFT endorsed it as support for “hands-on learning, commonsense guardrails and educator training.”15
Arguments That the Funding Patterns Warrant Scrutiny
Critics see a market-capture strategy wearing the clothes of philanthropy. Benjamin Riley, founder of the education nonprofit Deans for Impact and the think tank Cognitive Resonance, said observers should “100% worry” that the partnerships represent a play for market share. “It’s very obvious from a product standpoint that they see education as one of, if not the primary, place to go with their product,” he said, questioning whether AI training is what union members actually want from their union.16 Chris Agnew, director of Stanford University’s Generative AI for Education Hub, made the same point about the free teacher products with expiration dates: “They want to capture the market. We’ve seen this many times before.”17 Chalkbeat noted a further exchange embedded in the academy arrangement: The companies gain a “wealth of information” about how to adapt their products to classrooms.18
Others focus on what the arrangements leave unexamined. Elizabeth Laird of the Center for Democracy & Technology told Time she hopes the AFT training confronts AI’s documented risks, which she said include diminished trust between students and educators, inaccurate information, and disincentives for critical thinking.19 Some rank-and-file educators have voiced sharper doubts. Veteran teacher and education writer Nancy Bailey argued that companies with a long record of undervaluing teachers are hard to trust as partners, writing that a union should be a teachers’ advocate, not a product’s.20 Even Weingarten’s own positions reflect the tension. She has called for banning student-facing AI in elementary grades while simultaneously promoting teacher training in the technology.21 Criticism comes from the political right as well. The watchdog group Defending Education argues the union-company partnerships give unions a channel to embed their ideological priorities in classroom AI tools.22
Recent events have sharpened the oversight question—and in September, the nation’s two largest school districts acted. The groundwork was laid over the summer: In June 2026, the Los Angeles schools superintendent resigned after an FBI raid connected to an investigation of a district AI chatbot contract, and New York City’s schools chancellor paused AI software purchases amid demands for a moratorium.23 On September 2, New York City Mayor Zohran Mamdani and Schools Chancellor Kamar Samuels announced what they called the nation’s broadest student-facing AI policy: a one-year moratorium on generative AI for students in 2-K through eighth grade—nearly 600,000 students—with companion chatbots prohibited in every grade and all classroom technology subjected to a new review that will bar tools deemed not “mission-critical to learning.” “The tech industry wants us to believe that A.I.-powered early education is not only inevitable, but necessary,” Mamdani said. “We do not see it that way.”24
The policy is a pause with carve-outs rather than a blanket ban. Up to 50,000 high school students will use five vetted AI tools in teacher-supervised pilots, all high schoolers will take twice-yearly AI literacy modules, teachers will keep AI for planning, and exceptions will protect assistive technology for students with disabilities.25 Days later, Los Angeles Unified suspended student access to generative AI on district devices across all grades while a new committee develops guardrails—a moratorium imposed by administrators rather than a board vote, to the surprise of some board members. Advocates claimed the moment—Lila Byock, founder of Schools Beyond Screens, said the moratoriums show “the people have the power to reclaim U.S. public schools from corporate influence”26—yet the industry was in the room too. Tech:NYC, the city’s technology trade association, praised the policy, urged expanding student access in the future, and holds a seat on the coalition that will recommend what comes next.27
To provide oversight of what schools purchase—and what AI companies can collect from students in return—states are beginning to act. Vermont is advancing a requirement that education technology vendors register with the state and certify their privacy practices annually; Maryland’s Artificial Intelligence Ready Schools Act would establish state evaluation and certification of AI tools and align district procurement with state guidance; and Idaho’s newly enacted framework directs procurement safeguards for AI tools.28 Wyoming’s education department provides districts with evaluation tools and a “threat assessment” warning that, absent federal standards, responsibility for checking every tool “for safety, for privacy, for whether it even works” falls on local officials.29
Broader Questions
None of this requires assuming bad faith. Companies can believe their tools help students and want to sell them; unions can want both training resources and influence over how AI develops; lawmakers can support AI literacy because constituents will need it. Interests can align—and the alignment itself is the thing worth seeing clearly. The same announcement can honestly be described as an investment in teachers and as an acquisition of future customers. What disclosure makes possible is the question every civics classroom can ask: When the entities funding the training, endorsing the legislation, and giving away the products are the same entities that will profit from adoption, what would independent judgment look like, and who is positioned to exercise it?
Discussion Questions
- Have you encountered AI tools at school that were provided free by a technology company? Did you know at the time who paid for them, and would knowing have changed how you thought about them?
- AFT President Randi Weingarten says the union approached the companies—not the other way around—because no one else would fund teacher training. Does who initiated the partnership matter to how you evaluate it? Why or why not?
- Critics note that free teacher products from OpenAI and Anthropic have expiration dates. Is a temporary free product a public service, a marketing strategy, or both? Does the answer change what schools should do?
- The tech companies gain data about classrooms and future customers from these partnerships, while schools gain funding and training they say no one else offers. When is an exchange like this a fair trade, and when is it a problem?
- New York City’s AI moratorium was announced by its mayor and schools chancellor as formal policy; Los Angeles’ was imposed by district administrators, surprising some school board members. Who should decide whether and how AI enters classrooms—the federal government, states, school boards, district administrators, or educators?
- If you were a school board member offered free AI tools and industry-funded teacher training, what questions would you ask before accepting? What conditions, if any, would you attach?
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