When I wrote a history of public schools in the 20th century (Left Back: A Century of Failed School Reforms), I couldn’t help but notice a consistent pattern: an infatuation with fads and panaceas, not by teachers but by pundits and education professors.
Teachers struggled with large class sizes, obsolete textbooks, and low pay, but the buzz was all too often focused on the latest magical reform. At one extreme was militaristic discipline, at the other was the romantic idea of letting children learn when they wanted and whatever they wanted to. Phonics or whole language? Interest or effort?
Every reform had some truth in it, but the extremes must have been very frustrating to teachers. There is no single method that’s just right for every child all the time.
The latest fad is Ed-tech, the belief that children will learn more and more efficiently if they spend a large part of their time on a computer.
My views were influenced by something I read in 1984. The cover story of Forbes was about “The Coming Revolution in Education.” The stories in the issue was about the promise of technology. Curiously, the magazine’s technology editor wrote a dissent. In 1984 Forbes published an article about the promise of computers in the schools. He wrote: “The computer is a tool, like a hammer or a wrench, not a philosophers’ stone. What kind of transformation will computers generate in kids? Just as likely as producing far more intelligent kids is the possibility that you will create a group of kids fixated on screens — television, videogame or computer.” He predicted that “in the end it is the poor who will be chained to the computer; the rich will get teachers.”
For the past few decades, Ed-tech has been the miracle elixir that will solve all problems..
But now, writes Jennifer Berkshire, there is a backlash against Ed-tech among parents and teachers.
They may have realized that the most fervent promoters of Ed-tech are vendors of Ed-tech products.
Berkshire, one of our sharpest observers of education trends, describes the backlash:
Stories about parents rebelling against big tech are everywhere right now. They’re sick of the screens, the hoovering up of their children’s data, and they view AI and its rapid incursion into schools as a menace, not a ‘co-pilot’ for their kids’ education. This is a positive development, in my humble opinion, especially since the backlash against the tech takeover of schools crosses partisan lines. Meanwhile, pundits and hot takers are weighing in, declaring the era of edtech, not just a failure, but the cause of our failing schools.
Which raises a not insignificant question. Now that everyone who is anyone agrees that handing schools over to Silicon Valley was big and costly mistake, how did the nation’s teachers and students end up on the receiving end of this experiment in the first place? And here is where our story grows murky, dear reader. In fact, if you’re old enough to remember the absolute mania around ‘personalized learning’ that took hold during the Obama era, count yourself as fortunate. Because lots of the same influential, not to mention handsomely compensated, folks who were churning out ‘reports’about our factory-era schools 15 minutes ago, suddenly seemed cursed by failing memories.
The not-so-wayback-machine
If you need a refresher to summon forth the 2010-era ed tech frenzy, proceed directly to Audrey Watters’ unforgettable write-up: “The 100 Worst Ed-Tech Debacles of the Decade.” Watters’ has moved on to a new newsletter and AI refusal, but her once lonely voice as the ‘Cassandra’ of education technology remains as essential as ever. Her tally of “ed-tech failures and fuck-ups and flawed ideas” is studded with now tarnished silver bullets that promised to transform our factory-era schools into futuristic tech centers, making a pretty penny in the process: AltSchool, inBloom, Rocketship, Amplify, DreamBox, Summit… The names have changed or been forgotten but the throughline—a fundamental misunderstanding of schools and teaching combined with the promise of hefty returns—remains constant.
My own introduction to the ed tech hustle came back in 2015. Jeb Bush’s annual convening for his group, the Foundation for Excellence in Education, or FEE, to use its comically apt acronym, came to Boston. To which I said, ‘sign me up!’ Always an early adapter (see, for example, school vouchers in Florida), FEE was unabashedly pro technology, as I wrote in a story for the Baffler.
It’s one of FEE’s articles of faith that the solutions to our great educational dilemmas are a mere click away—if, that is, the schools and the self-interested dullards who run them would just accept the limitless possibilities of technology. Of course, these gadgets don’t come cheap. And this means that, like virtually all the other innovations touted by our postideological savants of education reform, the vision of a tech-empowered American student body calls for driving down our spending on teaching (labor costs account for the lion’s share of the $600 billion spent on public education in the United States each year) and pumping up our spending on gizmos.
In virtually every session I attended, someone would relate a story about a device that was working education miracles, followed by a familiar lament: if only the teachers, or their unions, or the education ‘blob’ would get out of the way.
False profits
In a recent piece for Fortune, reporter Sasha Rogelberg offers an interesting origin story for the tech takeover of public education. And you don’t need to read past the title to get where she’s going: ‘American schools weren’t broken until Silicon Valley used a lie to convince them they were—now reading and math scores are plummeting.’ I’d make the header even clunkier and add ‘the education reform industry’ to the mix. While the push to get tech into classrooms predates Obama-era education reform (check out Watters’ fantastic history of personalized learning, Teaching Machines, for the extended play version), it was the reformers’ zeal, when married to Silicon Valley’s profit optimization, would prove so irresistible.
In the last hundred years, the base of the United States economy has shifted from industry to knowledge—but the average American classroom operates in much the same way it always has: one teacher, up to thirty same-age students, four walls. This report from StudentsFirst argues that this one-size-fits-all approach doesn’t cut it in the modern world, in which mastery of higher-order knowledge and skills ought to matter more than time spent in front of a teacher—and that what we need is competency-based education. This approach, also known as the “personalized model,” is characterized by advancing students through school based on what they know and can do, using assessments to give them timely, differentiated support, made easier by the introduction of learning technology.
StudentsFirst, the hard-charging school reform org started by Michelle Rhee, has since been eaten by 50CAN, which now advocates for school vouchers, but the fare they offered up was standard. Indeed, here’s a fun activity for you. Revisit any prominent reform group, individual, or cause and you will find the same argument about our factory-era schools, followed, inevitably, by the same sales pitch for a tech-centric solution.
Race to the Top, Obama’s signature education reform initiative, didn’t just bribe cash-strapped states to overhaul their teacher evaluation systems. It also ‘encouraged’ states to shift their standardized tests online. And Arne Duncan and Obama’s Department of Education actively courted the tech industry, encouraging them to think of schools as a space ripe for disruption. “Many of today’s young people will be working at jobs that don’t currently exist,” warned the XQ Institute, the reform org started by Steve Jobs’ widow, Laurene Powell Jobs. Today Powell Jobs presides over the Atlantic, where new panic pieces regarding young, tech addled dumb dumbs appear seemingly every day.
Warning signs
My obsessive interest in the intersection of education and politics began back in 2012, when my adopted home state of Massachusetts came down with a serious—and well-funded—case of education reform fever. At a time when red states were crushing the collective bargaining rights of teachers (Wisconsin, anyone?), I was struck by how often reform-minded Democrats ended up repurposing the right’s anti-union, anti-teacher, anti-public-school rhetoric for their own righteous cause. Ed tech sat right smack in the center of this queasy juncture—beloved by liberal reformers, ensorcelled by press releases promising higher test scores, and conservatives who liked the idea of spending less on schools by replacing teachers with machines.
Recall, if you will, Rocketship charter schools, whose innovative blended learning model caused the test scores of its students—almost all poor and minority—to go up like a rocket. Richard Whitmire’s fawning 2013 book, On the Rocketship: How Top Charter Schools Are Pushing the Envelope, is a veritable time capsule of the era. Unlike the fusty Model-T schools of yore, Rocketship schools were tech forward. Students spent a chunk of each day in so-called Learning Labs, taking, retaking or practicing taking tests, a practice that had a measurable impact, especially since 50 percent of teachers’ pay was tied to test scores ascending. All that clicking also translated into dollar signs, wrote Whitmire. “A major cost-saving solution was for students to spend significant time working on laptops in large groups supervised by noncertified, lower-paid “instructional lab specialists.”
Rocketship has since fallen back to earth, in part because of stellar reporting like this from Anya Kamenetz, documenting the chain’s less savory practices. But it’s hard to overstate just how excited the reform world was about this stuff. Next time you hear an edu-pundit bemoaning the take over of kindergarten classrooms by big tech, remember that Rocketship got there first. “[K]indergarten teachers are spending less time making letter sounds,” co-founder Preston Smith told Kamenetz. And reformers couldn’t get enough.
Whodunit?
Investigative reporter Amy Littlefield has an intriguing-sounding new book out in which she uses the model of an Agatha Christie novel to suss out who killed abortion rights in the US. I imagine that taking a similar approach to the question of how big tech conquered public education would end up in Murder on the Orient Express territory. That’s the classic Christie whodunit in which everyone on the train ends up having ‘dunit.’ These days, there is a comical effort underway by reformers to distance themselves from the tech takeover—what train? I’ve never been on a train! But the idea that Silicon Valley had the cure for all that ailed the nation’s public schools was absolutely central to Obama-era education reform.
I’d locate the zenith of the reform/tech love affair in 2017 when New Schools Venture Fund, a reform org that funds all of the other orgs, laid down a challenge, or rather, a big bet. At its annual summit, backed by a who’s who of tech funders—Gates, Zuckerberg, Walton, NSVF called for big philanthropy to bet big on tech-based personalized learning. “The world has changed dramatically … and our schools have struggled to keep up,” then CEO Stacey Childress warned the crowd. But not all the news was bad. Going all in on education innovation would also pay off handsomely, claimed NSVF, producing an estimated 200 to 500 percent return on investment. And lest parents, teachers and students failed to adequately appreciate the various reimaginings they were in for, NSVF had an answer for that too: a $200 million ad campaign to “foster understanding and demand.”
As I was preparing to type a sentence about how poorly NSVF’s “Big Bet on the Future of American Education” has aged, a press release popped up in my inbox, announcing that Netflix founder Reed Hastings is joining forces with Democrats for Education Reform or DFER. “Just as Netflix replaced a one-size-fits-all broadcast model with something more personal and responsive, Hastings believes public education can make the same leap.”
AI is a once-in-a-thousand-year shift, and what happens in K-12 is at the center of it. The schools that figure out how to combine individualized software with teachers focused on social-emotional development are going to unlock something we’ve never seen before.
Of course, transforming “a school system in desperate need of reinvention” the way that Hastings reinvented home entertainment will require “governance innovation and political will.” No doubt an ad campaign is in the works too. And convincing education ‘consumers’ that individualized software = school is going to be a tough sell as the Great Big Tech Backlash accelerates.
That’s my big bet.

I couldn’t help but post this quote on my own blog a couple of years ago:
“In a 1930 symposium on ‘The New Education, Ten Years After,’ in The New Republic, Boyd H. Bode of Ohio State University remarked querulously that ‘To the casual observer, American education is a confusing and not altogether edifying spectacle. It is productive of endless fads and panaceas; it is pretentiously scientific and at the same time pathetically conventional; it is scornful of the past, yet painfully inarticulate when it speaks of the future.'”
Ravitch, Diane. Left Back: A Century of Battles over School Reform. New York: Touchstone, 2000.
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Thank you for this terrific article on the history of the ed. tech. snake oil pitch. It is fortunate that parents are catching on to the ed. tech. scam that has deprived their children of a meaningful educational experience. Their children are frustrated and bored to tears because ed. tech. does not challenge or relate to them in a meaningful way, and I suspect that next phase of profiteering with AI will continue the cycle in the dehumanization of education. Big Tech sees $$$ opportunity in our young people, but it does not imply that what they are selling is good for our young people who are looking for connection, empathy, inspiration and humor from fellow human beings. The word educate comes from the Latin verb educere, whose meaning is to guide or lead out. Ed. tech does not lead or educate the whole student. It uses students to enrich companies and politicians.
On a personal level as a career educator, I have been extremely frustrated by having a front row seat into the miseducation of my grandson who is now a sophomore in a Texas high school. He has been subjected to endless, tedious, boring screen watching ever since first grade. I do not blame his teachers, many of whom have been captives in this charade, but I do blame state officials and superintendents that have bought into and inflicted this travesty on our young people.
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Just like all the other ed-tech supposed miracles, Ai is far from being a panacea. In fact, I’ve found it to be quite flawed. It’s given me information that I knew was just downright wrong, so I’ve learned to not accept the first answers provided as truthful and to ask again a little differently, as well as check their sources, and also to pose my questions to other Ai generators. Due to this, all too often I’ve found that Ai is a whole lot more work than it’s worth to me. And I have to wonder if anyone is teaching all this to kids…
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Whenever someone with a technology fetish asks, “How do you use technology in the classroom?” I like to respond, “If the class becomes too loud, I flip the light switch.”
I had a whole set of LaserDiscs (but no LaserDisc player) from a previous panacea collecting dust in my classroom closet during that Obama era of “personalized learning.”
It’s not that I’m against using technology per se, but it is best when it’s use is not the focus of what we are doing. When the novelty of a new technology’s use wears off, the usefulness or lack thereof tends to emerge (similar to Gartner’s Hype Cycle). Although ed tech encompasses much more than merely using computers, computer use can continue to provide novelty via the Internet, new software, and so forth.
In addition to the excellent resources Jennifer Berkshire provided (e.g., Watters), Robert Reiser’s 2001 articles (parts I & II) make for interesting reading with regard to history dating to 1900 and in light of what we’ve seen in the decades since their publication.
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Thoughtful piece. But what strikes me is how little has changed in the core technology of education over centuries, while at the same time complaints come in constant waves, though we tend to defend what is, while at the same time critique what is happening. It is a weird paradox. Certainly true that fads and frills come and go, and all too often the wrong people seem to be driving the narrative. But my analysis with Yong Zhao in our book “Duck and Cover” revealed how resistant education has always been to changing anything. Today, AI has the potential to make changes in teaching and learning much as it will and already has in all sectors of our lives. It isn’t going away, and as discussed in the piece, we need to figure out how to take advantage of what it offers. Question will we or how will we use it to finally drive transformation from what has been stagnant since the Common School era, or do we brush it aside and just continue as is, complaining constantly about all we need to fix.
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First of all, this. This. This! This.
Second, I don’t have time to read every article linked by Berkshire, but I must read every article linked by Berkshire to know the pulse of my profession, and I will somehow read everything linked by Berkshire. Everything. This!
Third, I try to convince my newer colleagues and older hands, as well as administrators, every chance I get, that online is off brain. The main problem is that very few educators know anymore how to use brain instead of gadget. No one knows how to plan and execute their own lessons anymore. And they’re filled with the propaganda, the sales pitch. The principal said to me just last week, “But technology is the future. It can’t be stopped.” I replied sarcastically with great thanks because, obviously, with her ability to read tea leaves or crystal balls or something, I will now invest my entire savings in tech stocks, knowing that tech bubbles never exist and never burst.
Fourth, please read Why They Can’t Write.
And finally, my school district is about to be disrupted by a strike. The superintendent is being investigated by the FBI for scheming with a tech company to spend taxpayer dollars on them. Interim district leadership claims that austerity measures are necessary even though we have billions in reserves. The thing is, the superintendent whose homes (He has seven of them, apparently.) and offices were raided by the feds spent $10 billion on multiyear contracts with companies like iReady during the last three years. They say there’s no money while they throw money at Silicon Valley. $10 billion is a lot of money.
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Technology can enhance learning, but canned online programming is limited learning that is mostly based on stimulus-response prompts. Teachers need to be more than game show hosts. I wonder if some of the younger teachers even know how to plan and fully execute a lesson since they have been trained to be so dependent on technology.
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It’s worth noting that Amazon and Google data centers in Saudi Arabia and neighboring countries are being bombed by Iran right now because they are considered military sites. And that data centers in Texas and neighboring states are vocally opposed by residents right now for taking all their electricity and water. Artificial intelligence is not sustainable.
And it’s also not intelligence. It’s lying, cheating, stealing slop. All of it. In order to believe that artificial intelligence is intelligence, you have to have very limited intelligence. The AI bubble bursts. It’s too flimsy not to.
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Diane, You wrote, “I couldn’t help but notice a consistent pattern: an infatuation with fads and panaceas, not by teachers but by pundits and education professors” and you referenced your book “Left Back: A Century of Failed School Reforms” –which was published in 2001. During that time period, I was actively involved in Teacher Ed, first as a student and then as a professor, at several different colleges in the mid-west. But I did not encounter that, so I’m wondering: where did you see it?
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BTW, I taught Kindergartners to read then using Phonics AND Whole Language (and games, etc)…
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ECE,
I referred I my book to patterns that emerged time and again during the 20th century.
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Oh, OK I see what you mean, now. Thanks for the clarification, Diane.
I’m sorry, that was my mistake. I was just thinking about the 52 years that I worked and studied in education and all the education professors I encountered. That’s because I never met even one who did not warn us to always consider all the possible consequences of new technology on teaching, learning, and especially, students.
As a result, uppermost in my memory are their reminders to us to always be mindful and weary of the promotions by profiteers, including folks like Steve and Lauren Jobs and Bill and Melissa Gates, as well as others. That’s due to how much equipment and software they donated to schools etc., and how generous they came across. But they had a huge amount of skin in the game –so educators needed to always be alert to that, since all may not be how it seems when profits are involved…
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As a former tech guy for our five District 75 special education sites in Brooklyn, I had quite a ride on this tech roller coaster. I was in on it from the beginning.
I applied for and received multiple very large state grants in technology. Once the money was received, I would choose, order, and facilitate installation of what technology went where in all the sites. From classroom computers, iPads, laptops, Attainment Stations, and Smartboards to full scale labs. It was a very big undertaking.
This also included conducting professional development classes and individual training session sessions…very often to an unappreciative audience.
My sales pitch was always the same: this is a wonderful tool for you to incorporate into your standard every day teaching methods. You can turn it on and off in order to create interest and spur on new ideas. I would even give examples of how I, a teacher, would do a class, using the different devices.
This would’ve been all well and good if it hadn’t been so naïve on my part. I witnessed firsthand how the technology went from being a tool for the teacher to the teacher being the tool of the technology. Might sound like a catchy phrase, but looking back on it I can’t help but see it for what it was. A planned takeover of the school systems.
I could go into specifics, but this is getting pretty lengthy as it is.
Michael Mulgrew, the president of the United Federation of Teachers in New York City recently endorsed the use of AI in the classroom. He said he had met with top officials who had assured him that teachers and administrators would have a voice in how the technology would be applied. I would like to have his ear, knowing what I know. It’s the same sales pitch as was given to me. They just want to get their foot in the door
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