Monday, September 7, 2026

When a College Teacher Requires a Student to Use AI in Their Course They Devalue Independent Thinking and Fail the Student

I recently saw a post where a college teacher gave a student an ultimatum regarding AI for their class. To be in this course, you have to use AI. Or else!

The student chose not to take the teacher's course.

The teacher then proceeded to disparage the student in their post, labeling them in a less than flattering manner.

I admire the college student in this instance. The teacher not so much. There was once a time when college's valued independent, critical thought and sided with the students who think for themselves. There was debate and a high tolerance for alternative views and opinions.

Apparently, now, higher education wants their students to "get with the program" and conform. “Use AI in my course or hit the road.” This is probably where the AI boosting has exposed a strong failure in our colleges and universities. It’s sometimes dogmatic acceptance of technology as the answer to everyproblem, or what Michael Huesemann and Joyce Huesemann called a “Technofix.”

When a college teacher is allowed to discard and disparage a student because they choose to refuse using AI on a principle, then that teacher and institution of higher education has failed.

As a side note, it should be noted that this teacher self-promotes as an AI expert who has apparently bet their entire career on the product. Hardly, the role model for being open-minded.


Sunday, September 6, 2026

Screen-bans and Screen Limits in Schools? Why Not? An Educator's Opportunity to Free Students for Screen Capture

We forget that, in spite of what Big Tech and Tech boosters tell us, we do not have to live lives serving technologies, whether they be AI, Internet, or text messages. We are forever in control, if only we take it.

“We are complicit in our own captivity. Texts, emails, and social media posts constantly interrupt us because we have allowed them to—and we cannot resist attending when they do so,” writes Nate Anderson in his book “In Emergency, Break Glass: What Nietzsche Can Teach Us About Joyful Living in a Tech-Saturated World.”

We are “complicit” in our screen-captivity because we have allowed ourselves to be so. The moral question is perhaps, “Should we also be complicit in the screen-captivity of our students too?” This is done when we race to implement technologies in our classrooms without much thought regarding consequences. “The technology is so damn neat!” we tell ourselves, so we race to use it with students, but are we making ourselves complict in their “screen-capitivity?”

As a part of our so-called “digital literacy” why are we not empowering students to take control of their technologies? Why are we not teaching them strategies to counter attention capture?

We claim we are teaching how and when to use, but unfortunately, it seems, to the pleasure of tech companies, we are teaching them to always use tech. We are teaching them that tech alwayys has the answers, even though it does not.

The screen-bans for me are a powerful tool to break down the tendency of Ed Tech boosters and educators to teach students to become “complicit in their captivity to screens.”

While I am not sure of the complete ban, I do think classrooms that are device-free and not dependent on screens should exist, and it should exist at the discretion of the teacher. The notion that technology can’t stink is false too.

At the other side of these screenbans and screen-limits, perhaps there will be some sanity when it comes to whatever pours forth from Silicon Valley. Sanity, when the next “device craze” hits.


Perhaps those who stand to make bundles of money and their careers off the tech-latest will face a wall of criticism when they declare the next technology to arise as “transformtional” or “game-changing.” Maybe there will be voices that say, wait a minute…”


Right now we have the opportunity to stop being complicit in our own captivity to screens and devices, and we should take it. We can do it and we can teach students to not allow themselves to be controlled by screens.

Saturday, September 5, 2026

The Education System Will Not Fail If It Pauses on AI Adoption

AI boosters in education still are pushing the false technological deterministic narratives that Big Tech has indoctrinated them with.

How many times this week have I seen them struggle with the fact that two very large school districts, Los Angeles and New York, have decided to ban AI student use.

In response, they fall back on the tired, worn-out deterministic language that says "AI isn't going anywhere." That somehow students are going to be "behind" or "deprived of something" because of this.

None of that is true of course. There is no urgency in adoption of AI by educators. AI companies like OpenAI and Anthropic and Google want us to believe there's an urgency.

But that's because they are desperate to make a profit off this product. So far they haven't. It is urgent for their bottom line, but it is NOT urgent that we turn our students over as users of their products.

I applaud school districts and educational leaders who decide to pause and wait. There is no evidence that the world is going to end except for companies that have bet their whole existence on the success of a product that has yet to prove itself widely.

Monday, August 31, 2026

With the Race to Adopt AI Are Educators Getting It Wrong Again? Probably So

 I suspect education and Ed Tech will get AI wrong like it did with other Tech.

After they spend a great deal of scarce money on a LLM product, they will then be forced to justify it so they will force teachers and students to use the product. 

Their measurement will be number of users and user time, not a measure of effectiveness or achievement. That’s what happened with all the Chromebooks.

The question won't be "Do you find it useful?" It will be one of the must-do's on teacher evaluations. We-bought-it-you-use-it approach.

Why does this happen? Educators and school technologists eagerly adopt a new technology before it has even had time to prove any usefulness. Is it a race to brag?

Or, a neighboring district brags about adoption, and the district has to keep up with the Jones's. Why else do you hear the "Everybody-is-using-it" justification.

Instead of this adoption model, why not try small-scale scientific studies?

Before you sign those 3-year contracts, explore through small-scale adoption with company's free access? Not a two-week trial. Perhaps a two year trial. Don’t declare the product effective because of one-semester of correlated positive results. Be patient.

Perhaps education got technology wrong, and there's a screen ban/limit backlash because there was no local experimentation and evaluation. There was a race to adopt.




Sunday, August 30, 2026

When Ed Tech Says a Product Like AI Is Inevitable, Don't Buy It: It's All Marketing

It is imperative that AI companies have their LLMs and Generative AI products be accepted as legitimate. So they working overtime to force-feed this acceptance in education.

It seems they are following an old Big Tech playbook.

The initial thrust is to get your products accepted as inevitable by everyone, especially the field of education.

The inevitability tactic short-circuits any questioning about whether the technology has a place in the classroom. It forces educators and those with concerns to surrender without question.

That same “Forced Inevitability Acceptance Tactic” was used with social media, Chromebooks, and many other technologies and well as ed tech in general.

Now that there are thoughtful people who are questioning the central pedestal on which we have placed technology, the Tech companies are pulling out all the stops to win acceptance of the inevitability of their new AI products.

Thoughtful and critically minded educators should:

-Question every word of every promotion of AI and technology. Interrogate who wins the most with adoption and you can bet it’s not necessarily the students or teachers.

-Never accept research conducted and funded by tech companies and their consultants who stand to gain the most from the acceptance of these technologies. Big Tech is immensely skilled in engaging in this tactic and have the money to back it up.

The screen limits and bans were much more inevitable than the technologies themselves. When products actually cause harms or fail to live up to the promotional blather, thoughtful educators no longer allow these companies to blame the user. Sometimes the tech product does suck.

There is hope as long as educators remain skeptics and do not accept the inevitability argument ever.


Friday, August 28, 2026

Can You as an Educational Leader Trust the Evidence of Effectiveness Provided by the Product Developer? Probably Not

Can educators and educational leaders trust the research that companies provide about their products? Should they? Probably not. The tech industry that includes Ed Tech has a major credibility problem in the middle of the calls for screen bans and screen limits. For example, there is growing independent evidence that social media is harming our children. Why else would Facebook settle their massive lawsuit.

I just completed reading Max Fisher’s 2022 book “The Chaos Machine: The Inside Story of How Social Media Rewired Our Minds and Our World” and it clearly describes why we can’t trust research provided by companies on their own products. The book reinforced why I quit Facebook and Twitter sometime ago. But one particular incident in the book illustrates clearly to me why companies just can’t be trusted to provide unbiased, reliable evidence of their own product’s effectiveness or lack thereof.

In the book, Max Fisher points out that Facebook completed an internal study of their technology’s effects when faced with growing suspicion that their site might be making the political divisions in the US worse. Their own research warned internally that the platform was doing exactly what their company’s leaders denied it was doing. 

Their own leaked research said “Our algorithms exploit the human brain’s attraction to divisiveness.” According to Fisher, this was in a 2018 presentation leaked to the Wall Street Journal. This presentation also said that Facebook’s systems were designed in a way that delivered users “more and more divisive content in an effort to gain user attention and increase time on the platform.” 

Later, this research was hidden by Facebook executives and they rejected the recommendations for tweaking the algorithm that would have resulted in less time spent online. They, in other words, deliberately chose to keep users addicted to divisive content that their own machine served up to them.  

This is why companies’ research can’t ever be trusted. Neither can their executives. This is also why educators can’t trust research either done by or paid for by the companies whose products they are considering to purchase.

Companies simply aren’t going to provide educators and educational leaders with reliable, independent evidence that their products are effective. They are also going to hide studies that are less than supporting of their products. I would expect no different, after all that would prevent sales.

Facebook’s own research showed their product was harmful, yet they buried the evidence. They made the deliberate choice to keep their product addictive.

As an educator, I always ask for independent evidence of product effectiveness. Independent being evidence generating by studies not done or paid for in anyway connected to the company. Most often, none exists.

If such evidence does not exist, then   ask the company to allow you to run a study of their product on a trial basis. Use research methods to evaluate the product for what they claim. Once you have that, publish it and make it known. Share it with other individuals.

I can envision a whole network of school technologists who independently evaluate these products and share that evidence independently and not as a testimonial asked for by the company. 

Where the evidence comes from, who paid for it, who conducted the study that generated it, and why the evidence is being provided all matters.

This is what has been lacking in the massive technology acquisition and placement in schools. Now, our parents and common decency requires us to do things differently.

Is the US Department of Ed's Advice to Judge Screen Products by Evidence Helpful? Not Really

The latest advice provided by our US Department of Education advises educators to judge educational technologies by evidence of impact on learning, but there’s one problem, where do we get that so-called “evidence.” From the companies themselves? That’s a horrible idea

“…instructional technologies should be judged by their impact on learning, not simply whether they happen on a screen,” said Assistant Secretary of Elementary and Seconday Education Kirsten Baesler, in her attempt to salvage the status of educational technologies.

The problem is finding such evidence. Sure, you’ll get bombarded by “testimonials” from other districts about how effective a product is, but a pal of an owner of a ed tech company hardly counts as evidence. Besides, testimonials are not reliable and valid evidence. Too much room for corrupting influences in those.

What about any studies the ed tech company provide in their sales pitches? Well, I would not get too excited about that either. According to a 2019 Hechinger Report article, “The Dark Side of Education Research: Widespread Bias” by Jill Barshay, we need to scrutinize any research companies provide as evidence of their product’s effectiveness. Surprise, it is too often biased toward their own products.

Like Big Pharma, who has been guilty of generating their own faulty, self-promoting research for their products, Ed Tech companies and other educational resource companies have been operating from this playbook too.

This 2019 article examined a John Hopkins University study of 30 years of educational research by developers of educational interventions and products. These companies conducted their own research or paid someone to do the research, and most of the time, the results commonly showed greater benefits for students than when the research was independent. “On average, the developer research showed benefits—usually improvements in test scores—that were 70 percent greater than what independent studies found.”

In other words, studies done by or funded by the companies themselves were biased. They always made the product look better than independent studies did.

So, the US Department’s admonition that educators and education leaders “look to the evidence” before banning a screen product will not help at all. Most products, if there is any evidence, it is either testimony from another district, which is highly unreliable, or it is their own insider research which can’t be totally trusted.

Most companies, after all, would not want independent research because you can’t control the outcomes. Who wants to find out their product is garbage?

So what do we do with the US Department of Ed advice? Not much it seems, for independent, reliable research on these products is rare and mostly non-existent.

With school district technology employees taking free training from the likes of Google, Microsoft and others, can you really trust anything they say about the products either?

I might add as well, school technology conferences are also heavily underwritten by technology companies, so…well, not much help there either.

What do we do then as educators to determine whether a screen product is effective at what it does? Without independent research, I would conduct small-scale in-school studies myself before implementation to determine effectiveness. If enough educators did this and shared results, then there could be a pool of independent knowledge about these products. But it is going to require school technology educators become critically independent.


As expected, the US Department of Education’s advice about technology is about useful as a study provided on the safety of cigarettes by tobacco companies.