Thursday, November 27, 2025

Warding Off Classroom AI

There's a lot out there from folks trying and suggesting and selling ways for teachers to put their fingers in the dike holding back the allegedly inevitable AI tide. 

But I think playing AI whack-a-mole with computerized detector bots and policies designed for the express purpose of curbing chatbot cheating are not the way to go. Simply forbidding it is as effective as was the banning of Cliff Notes or Wikipedia. Numerous bots claim they can catch other bots in action; I am unconvinced and too many students have been unfairly and incorrectly accused. Trying to chase the chatbots away is simply not going to work. More than that, it is not going to help students grasp an education.

Cheating has always had its roots in a few simple factors. Students believe that success in class will be either too hard or too time-consuming for them. Students believe the stakes are too high to take a chance on failure. And students do not have a sense of the actual point of education.

I usually explain The Point like this-- education is the work of helping young humans figure out how to be more fully their best selves while working out what it means to be fully human in the world. That's a big soup with a lot of ingredients (some academic and some not), and the required ingredients vary from person to person. 

Because it's human.

As I've now said many times, AI most easily rushes into places where humanity has already been hollowed out. And unfortunately, too often that includes certain classrooms.

We've had chances to work on this before. Nancy Flanagan (and many others) tried hard to bring some attention to using the pandemic to reset schools into something better than either tradition or reform had created. But everyone (especially those in the testing industry) wanted to get back to "normal," and so we passed up that opportunity to reconfigure education. And so now here we are, facing yet another "threat" that is only threatening because we have created a system that is exceptionally vulnerable to AI.

Modern ed reform, with its test-centric data-driven outcome-based approach has pushed us even further toward classrooms that are product-centered rather than human-centered. But if class is all about the product, then AI can produce those artifacts far faster and more easily than human students. 

Carlo Rotella, an English professor at Boston College, published a New York Times piece that argues for more humantity in the humanities. He writes:
An A.I.-resistant English course has three main elements: pen-and-paper and oral testing; teaching the process of writing rather than just assigning papers; and greater emphasis on what happens in the classroom. Such a course, which can’t be A.I.-proof because that would mean students do no writing or reading except under a teacher’s direct supervision, also obliges us to make the case to students that it’s in their self-interest to do their own work.

Yup. Those the same things that I used to make my high school English class cheat-resistant for decades. Writing in particular needs to be portrayed as a basic human activity a fundamental function with lifetime utility. 

In education, it's important to understand your foundational purpose. It is so easy in the classroom to get bogged down in the daily millions of nuts and bolts decisions about what exactly to do-- which worksheet, what assignment, how to score the essay, which questions to ask, how to divide up the 43 instructional minutes today. Planning the details of a unit is hard--but it gets much easier if you know why you are teaching the unit in the first place. What's the point? I hate to quote what can be empty admin-speak, but knowing your why really does help you figure out your what and how.

If you have your purpose and your values in place, then you can assess every possible pedagogical choice based on how it serves that central purpose. The same thing is true of AI. If you know what purposes you intend to accomplish, you are prepared to judge what AI can or cannot contribute to that purpose. And if your purpose is to help young humans grow into their own humanity, then the utility of this week's hot AI tool can be judged.

Ed tech has always been introduced to classrooms ass-backwards-- "Here's a piece of tech I want you to use, somehow, so go figure out how you can work it in" instead of "Think about the education problems you are trying to solve and let me know if you think this piece of tech would help with any of them." 

But I digress. The key to an AI-resistant classroom is not a batch of preventative rules. The answer is to create a classroom with such a thoroughly human context, values, and purpose that AI is required to either provide something useful for that context, or is left out because it doesn't serve a useful purpose. The big bonus has nothing to do with AI, and everything to do with a more deliberately human approach to educating young human beings. 

Wednesday, November 26, 2025

Reformster Nostalgia And New Old Mistakes

There's been a recent uptick in reformster nostalgia, a wistfulness among Ye Reformy Olde Garde for a rosy past when there was a bipartisan consensus surrounding swell reform ideas like the free market and testing and the free market and No Child Left Behind and school choice and testing (e.g. Arne Duncan op-ed).

Mike Petrilli (Fordham Institute) has been substacking and gathering an assortment of all the old players to comment of education issues, running the gamut from A to B on various education policy debate topics, and in connection with that had a conversation over at Ed Week with Rick Hess (American Enterprise Institute) under the headline "Can School Reform Be Bipartisan Again?" Which is a question that certainly makes some assumptions, but let's take a look at what's going on.

Petrilli's stated motivation is fine. For one, he notices that substack is emerging as a way for people to scratch their writing and reading itch without having to slog through a variety of social media (some of which have become extra sloggy), and he joins a large club there (I know because I attend all the meetings myself). He also misses "the early days of Twitter and blogging, when we had robust debates about policy, tactics, and direction." Also understandable, and he explains what happened:
Unfortunately, as social media became a cesspool and the reform movement fractured along ideological lines, those conversations became full of vitriol and then largely went silent.

Sure. The ed reform coalition has always been complicated. The spine back in the day was a combo of free marketeers. social engineers, and tech/data overlords. Then Trump was elected, and then the culture wars were launched. Point to the moment when Jay Greene left academic reformsterdom and went to the Heritage Foundation and started writing pieces like "Time for the School Choice Movement to Embrace the Culture War."

It's not just that the ed reform movement became infected with Culture Panic. It's that the Culture Panic crowd is, almost without exception, a bunch of very unserious people. 

Over the past decade-plus, I've come to understand that the reformster tent is large and contains many different ideas and motivations. The reformster crowd includes folks who have some core beliefs and values that I believe are fundamentally flawed and the way to conclusions that I deeply disagree with. But they are people that I can have a conversation with, who use and receive words like their purpose is to convey meaning and not as some sort of jousting tool. 

The culture panic crowd is not serious about any of it. They are veiled and obtuse, deliberately misunderstanding what is said to them and using words as tools to manipulate and lever their desired results. They aren't serious about choice or educational quality or anything other than acquiring a dominant cultural position and personal power. There have always been some culture panic types within the reform tent (e.g. Betsy DeVos), but for half a decade they have been large and loud within the movement. "Let's use choice to encourage embettering competition" was replaced with "Get those trans kids off the track team." One of those is wrong, and one of those is simply unserious. 

Petrilli points to what he calls "reform fatigue," the result of two or three decades of hard push by reformsters. He calls it society's tendency to want the pendulum to swing back to the middle. "Eventually, the public grew tired, and the opponents of reform became more motivated than we, its defenders." 

He and Hess also point to the argument that Bush-Obama school reform was "simplistic and self-righteous," and Petrilli acknowledges the self-righteous part. Without naming Duncan, he says

I cringe when some reformers return to that self-righteous language, especially versions of “We know what works, we just need the political will to do it.” It’s a lot more complicated than that.

Petrilli also gives the movement credit for getting "big things" right, like the idea that "The American education system, with its 14,000 districts, elected school boards, and entrenched teachers’ unions, is not going to improve without external pressure." And he points to "student achievement" growing during the 1990s and 2000s, by which he actually means test scores.

Well, I think he's off the mark here. Fatigue? Simplistic? No, the reason that reform flagged was because it didn't work. Focusing on high stakes testing didn't achieve much, and most of what it did achieve was to damage school systems in numerous ways, from the narrowing of the curriculum to teaching an entire generation that the point of education is a Big Standardized Test. That and it became evident that test scores were a boon to data-grabbing tech overlords and people who simply wanted a tool for dismantling public education. 

The premise of a necessary "external pressure" is also problematic. Petrilli suggests that the pressure can come from "top-down accountability or bottom-up market competition," but I don't believe either of those will do what he imagines they will. Top-down accountability guarantees policies that are mis-interpreted as they pass down through layers of bureaucracy and which result in a compliance culture in thrall to Campbell's Law. Market competition is a terrible fit for education (see Greene's Law-- the free market does not foster superior quality; the free market fosters superior marketing). One of the bizarre fundamentals of the reform movement is the notion that educators are not doing a better job because they have not been offered the optimum combination of bribes and/or threats. 

Petrilli and Hess do not confront one of the fundamental flaws of reform, which is the notion that the Big Standardized Test is a good and effective measure of educational achievement, as if the question of how to measure something as vast and variable as the effectiveness of education is all settled. When David Brooks says that Republican states are kicking the Democrats' butts in education, all he's doing is comparing scores on a single math and reading test. As a country we have repeated this so many times that it is accepted wisdom, but the Big Standardized Test is just an emperor behind the curtain with no clothes. Will raising this student's BS Test scores give the student a better, richer, fuller, happier life than they would have had with their old lower scores? There isn't a shred of evidence for that assertion, but in the meantime, we keep pretending that a single mediocre math and reading test tells us everything we need to know about education.

Petrilli makes a passing reference to how unions never liked "testing, and especially accountability" (he has maybe forgotten their full-throated, member-opposed embrace of Common Core), which is just a rage-making assertion, because teachers and their unions have never, ever been against accountability. What they have opposed is accountability based on junk that has no connection to the work they actually do. Let's not forget that test scores soaked in VAM sauce gave us accountability measures that fluctuated wildly or that had to be run through other mechanisms in order to "evaluate" teachers via students and subjects they didn't even teach. The "accountability" created under Bush-Obama involved an awful lot of making shit up. 

Did test scores go up for a while? Sure. I was there. They went up because we learned how to align the schools to the test. Not to the education-- to the test. 

Petrilli muses about the nature of the reformster coalition, like the old one with members on the "ideological left, including Education Trust and other civil rights organizations" and I must confess that I never saw much "left" in the reform coalition. Petrilli says maybe we'll get back to a world where the parties fight over the center and then business groups and civil rights groups will become involved, and maybe, though reform has had plenty of chance to demonstrate how it can lift up minorities and the poor and it, well, didn't do that. If "populism" stays big, Petrilli muses, maybe they'll have to get involved with parents' groups and alternative teacher organizations "like the one that Ryan Walters now runs."

Well, except that would take them right back to a tent full of unserious allies who are not on the left, but are further right than Ye Old Reformy Garde. 

I'm inclined to ignore the right-left thing when it comes to ed reform. I think it's more accurate to frame the sides as pro- and anti- public education, and pro-public education voices have always been in very short supply in the reform coalition. Instead, reform positions on public education range from "Let's rebuild everything" to "Let's dismantle it and sell the parts" to "Burn it all down." 

Petrilli's smartest bit comes at the end:

For the people in the trenches, I’d encourage them to remember that student learning depends on student effort. And whenever they face a big decision related to curriculum, instruction, discipline policy, grading, AI policy, or anything else bearing on the day-to-day realities of schools, they should ask themselves: Is this going to make it easier or harder for my teachers to motivate their students to work hard and thus to learn?

This is actually pretty good, and it points to my suggestion for the imaginary new revived ed reformster coalition.

Include some actual teachers. 

I get there is a challenge here. In the same way that policy wonks and bureaucrats don't have real on-the-ground knowledge of teaching, teachers don't have real on-the-ground knowledge of policy wonkage and promotion. But ed reform continually misses the viewpoint of the people who have to actually implement policy ideas. 

Ye Olde Reformy Garde has come a distance since the days when they were hugely dismissive of teachers. Many have caught on to the fact that maybe deliberately alienating the people who have to implement your policy ideas is a poor choice. Maybe, just maybe, they've deduced, most teachers are in the profession because they really want to do a good job, and not because they are lazy sinecure-seeking slackers. 

But reformsters still miss the actual aspect of how their ideas play out on the ground, and those insights could save everyone a great deal of time. 

And no-- all those education reform leaders who spent two years with Teach For America do not count. Two years is bupkis; a real teacher is barely clearing her career throat after two years. 

Would working teachers just defend the current system so fiercely that no reform could happen? Of course not-- walk into any school in the country and the teachers there could tell you ten things about their system that should be fixed. Would teachers support accountability? Of course-- if it were real and realistic. Teachers have a powerful desire to teach next door and downstream from other teachers who are doing a good job. 

Lord knows I have no nostalgia for the old days of reform, when every year brought new policies that, from my perspective, ranged from misguided all the way to ethically and educationally wrong. Neither am I nostalgic for the days before modern reform. Public education has always needed to improve, and it always will, because it is a human enterprise. 

It would be great to have a reformy movement based on asking the question "How can we make schools better," but way too much of the reformster movement has been about asking "How can we get free market activity injected into the public school system" with answers ranging from "inject market based school choice" all the way to "blow it all up." It has marked itself by and large as an anti-public school movement since the moment that the A Nation At Risk folks were told their report had to show that public schools were failing and we were subjected to decades of pounding into the "common knowledge" that American schools are failing. And if the reform movement wants to revive itself, I suggest they start by owning all of that. 

We could have school choice, if that was what we really wanted, and we could have it without the segregation effects, the inefficiency and wasting of taxpayer dollars, without the pockets of really terrible education, without the instability of bad amateur players, without, in short, all the effects we get by trying to create free market school choice (I've explained how elsewhere).  But the reformster movement has long seemed far more interested in the Free Market part than the Improving Education part. They have spent forty years explaining that public education is failing because that's the justification for going Free Market (and national standards and high stakes testing) and yet it turns out that none of those things have been particularly helpful at all.

I do sense a new trend in Ye Reformy Olde Garde, and it's there in Petrilli's last paragraph-- a focus on policies "bearing on the day-to-day realities of schools." It's a good choice which might yield some productive discussions, particularly if those discussions are expanded to include people beyond the A to B gamut, because I know where you can find about 3 or 4 million people who are familiar with those day-to-day realities. 

Sunday, November 23, 2025

Grok Hilarious Fiasco Is A Serious Reminder

Grok is the Elon Musk version of AI, a chatbot that is supposed to be less woke. But lately it has also been a hilarious Elon Musk fanboy that will always tout the awesomeness of its owner.

It has boasted that Musk is "among the top 10 minds in history, rivaling polymaths like da Vinci or Newton." Also, he would beat Mike Tyson in a fight. Bruce Lee, too. Given the choice between Musk, Peyton Manning and Ryan Leaf in an NFL draft, Grok said, "Elon Musk, without hesitation." Musk is lean and muscular with extensive martial arts training, says Grok. Given the choice between switching off Musk's brain and wiping out the entire nation of Slovakia, Grok would vaporize Slovakia.

And that's before we get to ruder stuff, like Grok's assertion that Musk could be the best in all of human history at drinking piss and performing blow jobs. 

People started goading Grok with prompts like those asking Grok to praise Musk's ideas that he didn't actually have (e.g. historical theory about England's break with the Catholic church). At this point it's such a popular game that I'm not even sure if other examples are real, like Musk could be raised from the dead faster and more efficiently than Jesus-- but it sure seems they could be. Musk's crew, for its part, has been scrubbing away the brown-nosing Grokspeak, and Musk himself posted on X that “Earlier today, Grok was unfortunately manipulated by adversarial prompting into saying absurdly positive things about me. For the record, I am a fat [expletive].”

This is all a reasonably hilarious reminder of how over-the-top lying can get, as well as a look at how tragic it can be coming from someone who has more than enough resources to feel that he is--and has--enough. 

But it is also a reminder that one of the oldest computer principles still applies to one of the newest advanced technologies--

GIGO. Garbage In, Garbage Out.

Decades ago we used to hear those words as reminder that you have to be careful about what you feed your program because otherwise it will give back junk. Nowadays, we have to confront another aspect of GIGO-- when the people in charge of the program feed it garbage on purpose.

It was enough of a signal when Musk announced that he would make Grok "less woke," but now we've got a demonstration of how deliberately unmoored a chatbot can be, and not just because it's in its nature to make shit up, but because it can be "adjusted" to make shit up to fit a particular bias. 

I am daily frustrated by people who have fallen into the notion that AI chatbots are somehow paragons of objectivity that scan the web for the best evidence, weigh it logically, and deliver an unadulterated evaluation of the some total of human knowledge on whatever you have asked. They aren't, and they don't, and, in fact, you can "adjust" them so that they will always tell you that a certain man-baby is the most awesome human being to walk the earth--literally. 

Understand that this particular Elon-centric "adjustment" is so over the top that almost nobody would mistake it for an objective True answer. But you must ask yourself-- how many more subtle and less obviously bonkers "adjustments" could be made to the program that would not be obvious to you at all?

Even if you are deliberately trying to create an unbiased program, you will fail, because your own biases are reflected in everything that you "understand" about the world and what is in it. The notion that you can build a machine out of your biased pieces of mental lumber and come up with a house that is perfectly square is silly (also, the idea that perfectly square is how to build a house is yet another bias).

On the other hand, if you would like to build an AI chatbot machine that was biased in your preferred direction--well, that is totally achievable. It might take some practice to build the bias in subtly enough that you don't get caught, but with a little practice on top of huge amounts of wealth and compliant underlings, I'll bet you can get there.

We've talked a lot about AI as plagiarism machines and bullshit extruders and cognitive automaters, but we should be sure to include high-powered lie generators on that same list. Because as long as humans are on one end of the machine accepting output as an objective representation of reality and powerful folks are on the other end scripting the objective reality they would prefer, we are looking at some toxic high-tech GIGO.

ICYMI: Health Care System Edition (11/23)

My 92-year-old mother has spent most of this week in the hospital, and as always when I encounter the health care universe, part of me wonders how the hell people who don't have A) decent insurance, B) relatively easy access to a health care facility, and C) someone who can spend days sitting with them in the room, keeping them company, and translating and advocating-- I mean, my mother has all of those things, and it's still not super-easy. What the hell hope do people without those resources have? What a screwed-up system we have in this country, and yet some people insist on defending it avidly (and some other people would like to change the education system to more closely resemble it). 

So it's been a week here and it's not over, and if the blog has seemed a little quiet, that's why. I love you all, but I love my mom more. But I still have some pieces for you to read. 

School voucher confidential: Yes, the other parents are talking about you

Austin Gelder and Elizabeth L. Cline at Arkansas Times get commentary from a bunch of actual Arkansas parents about the state's voucher program. Nice change of pace, that, and not nearly as snotty as the headline might lead you to believe.

Learning with AI falls short compared to old-fashioned web search

Shiri Melumad has done some actual research indicating that people get more knowledge from a Google search than they do from an AI summary. And isn't that a low bar to fail to clear.

Are States Equipped to Track Students’ Paths From Classroom to Career?

Evie Blad at EdWeek asks many questions about the cradle to career data pipeline-- but not the most important one which is "Should we do this?" Informative yet awful.

RIP Department of Education

Jennifer Berkshire explains how education policies will be handled by the Department of the Boss.

‘Selling off the Department of Education for parts’: The agency’s major overhaul faces fierce backlash

If you want some official reactions to the news, 19th News has them.

I’ve already seen the impact from Charlotte’s Border Patrol surge

Juston Parmenter writes an op-ed for the Charlotte Observer (yes, that Charlotte) about the effects of the border patrol incursion. (Spoiler alert: the effects are not good).

Wall Street Is Paywalling Your Kids’ Sports

From The Lever, by Luke Goldstein. Turns out private equity has found yet another turnip to squeeze. And it includes not allowing you take recordings of your own child playing the sport.

Ohio is passing a law about a school exam question - A strange story behind a testing fiasco

When the Big Standardized Test screws up, does it take the state legislature to fix it? Ohio is working on the question.


Thomas Ultican notices that Erik Hanushek is out making wacky predictions again. What he's saying, and why you can safely ignore him.

Uncredible! ASD Debunks AG Cox’s Hillsdale Allegations, Citing Bishop-Era Policy

Continued noise and kerfluffle from the far right over Hillsdale pamphlets handed out in Anchorage schools.


Second part of a Jan Resseger series. It includes a link to Part I if you missed that, which you should,

Open Enrollment/Predator Schools

Andru Volinsky explains the trouble unleashed in New Hampshire by a state supreme court decision that facilitates an ALEC open enrollment scheme.

What is going on in Florida?

A lot, and almost all of it is unprincipled, anti-public education, and ugly (but not all of it). Sue Kingery Woltanski has the rundown, including the part where someone wants all public schools converted to a classical education. Plus the part where the state voucher system made $270 million go missing.

In Florida school wars, are locals finally pushing back?

Well, we can hope. Column by John Hill in Tampa Bay Times.

State Spending on Public School Students Lowest since 1997

That's the year they started voucherizing education. Ohio continues to shaft public school students, and Stephen Dyer has the numbers.

Federal judge rules law requiring display of Ten Commandments in Texas classrooms unconstitutional

This really shouldn't be news, but here we are-- no, you can't inflict your own particular religion on all school students.

Tennessee parents sue to stop voucher program

Opening shots fired. We'll see where the courts land on this one.

AI Suckage Round-up

An awful lot of news related to the awfulness of AI and its unfitness for education. Here we go--

‘We could have asked ChatGPT’: students fight back over course taught by AI

As I've repeatedly argued, you can't expect students to feel as if they should make an honest human effort when the people in charge of the course won't

AI Companies Are Treating Their Workers Like Human Garbage, Which May Be a Sign of Things to Come for the Rest of Us

Indeed. Joe Wilkins at Futurism

A general understanding of the human

Ben Riley hits several points, including classroom tech.

OpenAI Blocks Toymaker After Its AI Teddy Bear Is Caught Telling Children Terrible Things

Frank Landymore at Futurism says that at least OpenAI knew enough to pull the plug on sex fetishj instructions for children.

The résumé is dying, and AI is holding the smoking gun

See also: college recommendation letters.

The Great AI Bubble

Carole Cadwaller, the woman who used a TED talk to call Sam Altman a data rapist, explains the AI bubble and the economic disaster it will unleash.

The more that people use AI, the more likely they are to overestimate their own abilities

Ther's now some nifty research suggesting that AI will make your Dunning-Kruger problem even worse. "ChatGPT explained it to me, so now I am a freaking expert!!"

I started putting a music video into each of these weekly roundups because these days we can surely use a reminder about some of the nice, even beautiful, things that we humans create beyond policy arguments and political detritus. These are pieces of music I like, some for ages, and some newly discovered. Recommendations are welcomed. This week, it's Zak Abel, a performer I know nothing about, but I do like his song.



As always, it would be delightful if you subscribed. Always free.

Tuesday, November 18, 2025

FL: No, Not That Kind Of Religious Freedom

There are just so many advocates for religious freedom who have no actual interest in religious freedom at all. And a whole lot of them hold office in Florida.

We've seen this before. Back in 2024, Florida's legislators thought they had a clever idea for getting Christianity injected into the classroom with the passage of a law allowing volunteer chaplains (or chaplain wannabes) in schools. The law was very explicit in placing no requirements for "chaplains" to belong to a particular faith, but as soon as the Satanic Temple announced an interest in signing up some volunteers for chaplaining, Governor Ron DeSantis announced that the state was "not playing those games" which appeared to mean the game of declaring yourself a religion without his personal seal of approval of your faith. 

Religious freedom, he appears to believe, is only for the religions that he approves of.

Now, here we go again. State officials are upset that their voucher program designed to funnel public taxpayer dollars to private religious schools has started funneling money to the wrong religion!

Attorney General James Uthmeier, Chief Financial Officer Blaise Ingoglia, and Agriculture Commissioner Wilton Simpson, all GOP DeSantis buddies, want to know why the hell the state is funding Islamic schools in the state. 

“Sharia law seeks to destroy and supplant the pillars of our republican form of government and is incompatible with the Western tradition,” said Uthmeier on the Twitter. “The use of taxpayer-funded school vouchers to promote Sharia law likely contravenes Florida law and undermines our national security.”

“Schools that indoctrinate Sharia law should not be a part of our taxpayer-funded school voucher program,” posted Agriculture Commissioner Wilson Simpson, a big time voucher supporter.

Mind you, there's no actual evidence that the schools, Hifz Academy and Bayaan Academy, are teaching shari'a law. And, as the Sun Sentinel editorial board points out, so what if they are? 

Some of the outrage fuel appears to be coming from RAIR Foundation USA. RAIR Foundation is "a grassroots activist and investigative journalism organization made up of everyday Americans leading a movement to reclaim our Republic from the network of individuals and organizations waging war on our nation — on our Constitution, our borders, and our Judeo-Christian values." RAIR was founded by social media influencer Amy Mekelberg (known for years as Amy Mek until HufPost unmasked her). RAIR now supposedly stands for Rise Align Ignite Reclaim but originally stood for Resistance Against Islamic Radicals. RAIR is on the Southern Poverty Law Center list of hate groups.

School Choice began as a movement to rescue children from failing public schools, but it has also become a taxpayer-funded pipeline for Islamic indoctrination.

So the message from some on the right continues to be that religious freedom is great, but only when it applies to the correct religion. It is okay to spend taxpayer dollars on private religious schools, but only as long as those schools practice the correct religion. And the state will decide whose religion is correct and whose is not. 

This is exactly what the First Amendment is for, and exactly why there should not be programs designed to redirect taxpayer dollars to private religious schools-- because the inevitable result is for the state to inject itself into a discussion about whose religion is acceptable and deserves to be supported by the taxpayers. And those taxpayers might themselves have a few words to say about having their tax dollars go to support a religion they disagree with. School voucher systems are set up so that christianists must pay to support Islamic schools, anti-semites must pay to support Hebrew schools, Southern Baptists must pay to support Catholic schools, and non-religious folks must pay to support all manner of religious schools. The solution is there in the Constitution and in most state constitutions as well-- keep the government out of the private religious school business entirely. 

Is There A Writing Crisis


Writing and writing instruction are facing a critical moment, an unprecedented techno-crisis, we hear. The word is spreading, the headlines announcing alarm. The death of English class. The end of student writing.

Students will outsource their writing assignments to ChatGPT or some other Large Language Model, a stochastic parrot only too willing to stand in for the student. Teachers will never see an authentic student essay ever again. Teachers are doomed! Doooooomed!

But AI couldn't threaten the writing classroom if we hadn’t spent the last few decades preparing the way. In too many classrooms, writing instruction is a fragile house of cards that was always going to collapse under the first stiff wind, and deserve to do so. As author and writing teacher John Warner put it, ChatGPT won’t kill any assignments that didn’t deserve to die. As Shannon Vallor put it, “AI can devalue our humanity only because we already devalued it ourselves.”

Writing instruction has long been wandering into a dark alley; AI was simply waiting at the end of that alley to mug its misdirected victim.

One of the oldest challenges of being human is both simple and profound. We are each individually locked into our own fleshy container, filled with ideas and emotions and images and impressions and memories, things we’ve experienced and things we’ve learned that we want to share with other humans, and yet we have no easy way to do that. We cannot project our thoughts and experience into another brain directly.

We are mysterious creatures, wonderfully and terribly made, our minds and thoughts and feelings trapped inside our bodies, and we spend our whole lives trying to master the business of making ourselves intelligible to the other body-bound souls around us. So we create systems of symbols, first of sound and then, later, of marks on a page to represent those sounds and the symbols they represent.

In his book On Writing, Stephen King answers the question “What is writing” with a simple line.

“Telepathy, of course.” And later, “a meeting of the minds.”

We dream of telepathy, mind-reading, of magical or technological ways to bridge the gap. We talk. We sing. We dance. We draw. We create entire languages and then expand and refine them in an attempt to make them better signifiers of everything bouncing around inside of us. And we write.

It is one of our most miraculous achievements. By making those marks on a page, we can cast our thoughts, our ideas, our feelings out across space and time.

But—and this is a big but—language, especially in written form, is both the most common and the most mysterious of human activities. It is an imperfect tool for making thought visible. We have no means to measure its effectiveness and accuracy, and we spend countless hours trying to interpret through the noise and parse the wording attempts of our fellow humans. “What did she mean by that?” can take up hours, even days.

That’s a central problem of education, where teachers are charged with reading the minds of their students. We can never be 100% certain that a student is truly and accurately communicating what’s in their head, because the only measure we have of what’s in their head is their communication. On any given day, we might be assessing what they hold in their head, or we might be assessing how well they are communicating it.

In many disciplines, we have worked our way around that central challenge. I can use straightforward objective measures to check for basic recall—do you recognize the desired piece of information when you see it? I can use performative tasks to create mini-artifacts of learning—what are the answers to these math problems?

But written language is the most complex and deep of human activities, and as soon as we try to reduce it to a simple performance or require that students produce an easily-measured artifact, we lose the plot. Asking students to perform a stripped-down version of writing, to write so that we can assess them (or worse yet, that some machine can assess them), is not the same as asking them to write for real.

Writing is thinking made concrete and visible. But by focusing only on the concrete and visible artifact of writing, and not the origin and process of its creation, the thinking behind it, we open the door to many other methods—non-thinking methods—to produce that artifact. And that’s where all our troubles, including those exacerbated by chatbots, began.

We have been living in a golden age of bad writing instruction. Text bots like ChatGPT are simply the latest step in a long slow march toward mechanical, performative writing.

This may be the oldest sort of in-school writing, the kind of performative writing in which the student jumps through hoops to prove to the teacher that she can jump through hoops.

Performative essays typically come with plenty of instruction about format and very specific expectations; the teacher may, even unwittingly, be suggesting that she has in her mind a picture of what the ideal essay for this prompt would look like, and she will be judging your work based on how closely it matches that ideal

This mechanistic model feeds on templates, as if there is some Platonic ideal of The Essay and all the writer is really doing is swapping out select words and phrases to match their assigned topic, trying to show they can pierce the ineffable to grasp that ideal.

The genre of performative writing tasks was boosted to even greater prominence by standardized tests, which come with strict and narrow requirements for what the writing-flavored artifact is supposed to look like.

These performative artifacts are for the ease and convenience of teachers and for the people who try to evaluate what teachers do. It’s all well and good for scholars to debate at inconclusive length whether or not Hemmingway or Chopin or Morrison are great writers and thereby open discussion to what the characteristics of great writing might be, but the front office needs a grade for Chad by next Tuesday, and the state needs to know if Chad’s teacher is highly effective or not, and besides, Chad is no Hemmingway, so let’s stop talking about aspects of writing quality and decide if Chad has produced a high scoring artifact.

Or maybe Chad’s teacher is thinking, “How am I supposed to judge whether this is any good or not? I’m not sure I can identify high quality writing, but I can damned well tell whether or not Chad followed the directions.”

Performative writing artifacts are attractive because they can be scored by an algorithm. Scoring by algorithm pre-dates scoring by computer. In the early days of the Pennsylvania state writing assessment, essays were scored by tables full of actual English teachers. We had the benefit of our professional expertise, but we were also quickly trained to follow a rubric which was an algorithm designed to guide us to the correct score. Soon, the state determined that anyone could be trained to follow that rubric, and regular teachers were displaced by temps answering classified ads.

Nothing follows an algorithm like computer software. But it’s important to remember, as vendor after vendor touts a new AI software product that can score essays, that computers do not and can not read and understand language in any sense in which we ordinarily use those words. They can only examine the external qualities of the writing and compare those qualities to however many millions of samples they have “learned” from. They too can only judge how well Chad has followed some rules; they just happen to be able to store a gazillion more rules than Chad’s overstressed human teacher. As demonstrated by the work of Les Perlman and his team at MIT over the past decades, computers are unequipped to deal with any inventive or unusual language use, while simultaneously being ill equipped to notice unusual content (like Abraham Lincoln leading the US through World War II).

Teachers at my school were able to crack the code of scoring well on state writing assessments with just a few simple rules. Recycle the prompt. Fill up lots of space, even if you have to be redundant to do so. Do not worry about factual accuracy. Use some big words, even if you’re not sure you’ve used them correctly (I was always partial to “plethora”). And it works. Our students scored well every time.

The performative model has been nurtured and cultivated in schools. It’s a performance students put on for their teacher, and, during the last couple of decades, for whatever lightly trained humans or barely competent software will actually set eyes (or sensors) on it.

This was the model favored by David Coleman, architect of the ELA standards for Common Core, but he had not invented it. He just seems to have internalized it from his own education. Writing for school is about writing to satisfy the requirements of the teacher. The teacher has spent weeks putting ideas into the student’s head, and Coleman’s description of how to read can be boiled down basically as “read this literature as preparation for writing a paper about it for your professor.” In Coleman’s world reading and writing are a closed loop that circles around a classroom. Having absorbed the teacher’s instruction, the student’s job is now to present the material for assessment.

Students are admonished to stay within the four corners of the text. At no point does this closed loop intersect any other part of reality—not with how the student understands the world, not with a grasp of culture, not with how the author communicates ideas that might spur action or vision of new generations.

So we crank out a parade of students who are equipped with performative writing skills that are of no direct use in the world, no help in the quest to bridge the gulf between one human and the world with which they want to communicate. Some students may rebel or encounter a teacher who swims against the tide (there are plenty out there), or they may, on their own, beat their experience into something useful. But mostly students have been taught not to write, but to comply with the algorithm.

ChatGPT and other Large Language Models are a reckoning, because they can also follow the algorithm, and unlike students, they don’t have to learn to block off portions of their brain to do it. Teachers are freaking out over the possibility that students may now be able to pull up an undetectable piece of cheating, a fully competent essay generated in seconds by a computer algorithm. While some folks are asking the question, “How shall we ever detect computer-assisted fraud,” the better question to ask is, “If this essay can be polished off by a computer, why are we asking human beings to write it?”

ChatGPT understands nothing, has no feelings or insights to convey, is no smarter than the paper on which we print words. It is stupid, stupid as a rock. It does what it does simply by following an assortment of algorithms, and so we have to ask—

Have we been teaching students to write, or to follow algorithms, to perform the steps laid out for them?

The question should make us uncomfortable.

Writing as a performative algorithmic act is, like a ChatGPT essay, empty of any meaning. It is not meant to communicate (and when students try to use it that way, they are too often slapped down). And, unfortunately, it has spread beyond the walls of schools. Demagogues and marketing executives treat language as a tool to draw desired behavior out of others. A former student of mine started his career writing short puff advertorial blurbs, like three sentences about a light-up toilet seat. It wasn’t, he said, really writing. The internet has increased the demand for writing (now known as “content”) that is not meant to communicate between human beings, but to fill up space, to attract eyeballs and/or the search engine bots, to then hand over the eyeballs to advertising.

It is its own empty form, and I suppose that mastering the empty performative forms of student writing might prepare students for that work—except that of course that kind of artifact can now be extruded swiftly and easily by AI. Knowing how to write like a robot is no help when the robots finally show up to do the job for far less pay.

I’ve talked to teachers and writing gurus who believe that if we can teach students how to manage these empty forms, they will somehow later in life be able to fill the forms with meaning and purpose and personal communication, and perhaps there are a favored few that manage that trick. But the vast majority of students get stuck on the question of “Why are we doing this empty exercise?” And the answer is nothing deeper than, “It’s a trick you must perform for your teacher and the state to get out of here and move on to a stage in life when you won’t ever have to do it again.”

Why teach students a skill that is not the real thing in hopes that the resemblance will somehow lead them to discover the real thing later?

Communication is the point of writing for real. It’s the whole object, the reason to bother with any of it. To start with the empty performance is like buying a suit for your future spouse when you are ten years old. And now, on top of thinking “Well, this seems pointless,” students can add, “Besides, there’s an app for this.”

Learning to perform the algorithm is about learning to fake. Fake interest in the topic. Fake the voice of a person writing about the topic. Fake some kind of developed insight or understanding. When begging my students to write authentically, I would say, “Life is too short to sign your name to a lie.”

The performative essay is also about compliance. It is about how well the student (and increasingly, also the teacher) will comply with the instructions, the requirements, the algorithmic demands. We find ourselves in a culture that values students who are willing to subsume their own ideas, their own expression, their own human desire to be understood by other human beings. That’s the chilling layer beneath this debate; if you are willing to give up freedom of expression, what other freedoms can you be convinced to give up?

Writing ought to be for real. It ought to be exciting and deeply human, carrying the full flush of putting yourself out into the world, to hurl your thoughts out into the intra-human void in hopes of connecting with others, of being seen and heard.

With all that in mind, this book is not about a concrete specific program—a set of teacher and student algorithms to follow. Trying to tweak the algorithm into a more human form is not the answer. Not lipstick on a pig, but a synthetic flesh face on a robot frame.

I started the thinking that went into this book long before generative AI started to grab the world by the eyeballs. ChatGPT did not create any of the issues discussed here, but it brought them into focus and demanded that we start thinking more carefully about what writing instruction—and writing itself—is for.

The focus here is on establishing a culture of writing in a classroom, about establishing for the teacher and the students (and parents) a mindset that allows writing for real not just to happen, but to thrive, and to become a tool that young humans can carry out into their lives, a real, living, vital human thing. All writing humans can use this set of values for re-focusing on the work. If these values are the foundation of a writing program, the program, whatever specifics are built into it (even technological ones), will be solid. In teaching, as in writing, knowing what you want to do makes it much easier to see how to do it. The spotlight here is on the classroom because that is the one place where we address writing deliberately, but the need for humanity and intention in our writing extends well beyond the classroom walls.

A thousand years ago, my eighteen year old self wrote an essay about why he wanted to go into teaching—a belief that if people were better at reading and writing and communicating, the world would be a marginally better place. There isn’t a corner of our world that would not benefit from fully authentically human communication. Perhaps by reflecting on what happens in a writing classroom, we can find some help in dealing with writing in the larger world.

Still here? This summer I took some time to finally hammer out a version of the book about the teaching of writing that has been rattling about in my head for too many years. This is the first chapter from that work, which has been sitting and waiting for me to figure out what to do next. In the meantime, I want to share this small bit. 

Monday, November 17, 2025

AZ: Money-Sucking Vouchers

Arizona has expanded their state's education savings account voucher program so that anybody can use it, regardless of how wealthy their family is. 

The folks at Rand just released some research about that metastasizing clump in the state's education program, and while there are plenty of findings to sift through, here are a couple that really jumped out.

When Arizona made taxpayer-funded school vouchers available to everyone, the use ballooned from 12,000 to 90,000. Students with special needs used to make up the largest part of that; now they are 18%. The researchers also found that the voucher users "tend to come from school districts that have higher achievement levels, serve students from more-affluent backgrounds, and have larger White populations, on average." In other words, taxpayers are funding vouchers for families that don't really need them (unless getting your white children away from non-white children qualifies as a "need"). 

And boy are the taxpayers being hosed for this. Note the following details from the researchers:

Taxpayers funded vouchers in 2024-2025 to the tune of $888,000,000.

In that same year, vouchers users were 7% of Arizona's school students.

$888 million for 7% of the students. If vouchers were taking a proportional amount of the taxpayer's dollars, then total spending on education in Arizona would be $12,371,428,571.43 (yes, I was forced to do actual math). 

Close, but not quite. According to the state auditor, the state spent around $10 billion on operating school districts. That includes money for charter schools, money to build new schools, and some special programs. I suppose you could think of that as a $2 billion rounding error, and if you, please send all the proceeds from rounding errors in your household over here to the Institute. A billion here, a billion there-- it starts to add up. The state spends another couple billion on things like debt service for schools, so maybe you want to argue that taxpayers should help private schools not just educate students, but finance their real estate holdings.

But in fact, Rand found that 28% of voucher money awarded wasn't even getting spent. 

That despite another finding-- that private school tuition has gone up (12% for elementary, 5% for high school) since vouchers were implemented. Probably a total coincidence and not private schools cashing in or trying to keep barriers in place to block Those People's Children from getting in. Good work, taxpayers.