Tag / ai

by nflanagan

Where Do Kids Get Their Information?

Their music and media tell them individualism will pull them out of squalor. The people behind those messages shove the economic ladders from underneath them.   (Jose Vilson)

One of the most stunning bits of clarifying data I’ve seen in the past few weeks is this chart from Media Matters, with data from February 2025:

It’s a graphic of most listened-to online news and commentary shows, color-coded and sized to represent the magnitude and political leanings of the American audience. It’s year-old data, remember—but it goes some way toward answering the question I’ve spent the past year obsessing over: Who ARE these people and how could they have re-elected the corrupt man who led the insurrection against their pretty-good government?

I’m old enough to remember 2008, when Barack Obama’s online media savvy and fund-raising prowess was attracting voters and the envy of the other party, stuck in Walter-Cronkite land. Kids who were primary consumers of social media then, are in their 30s now, and apparently have shifted to eating up Joe Rogan, Ben Shapiro and Nick Fuentes.

But what are kids listening to in 2026?  I think the JLV, in two sentences, above, sums up what I’m thinking: They’re young. They’re being bamboozled by glitzy media and music, convinced that their own swagger will save them. And then it doesn’t. In fact, they’re a generation that almost certainly will experience less prosperity and fewer prospects than their parents’ generation.

I volunteer in an after-school program for middle-schoolers, usually on afternoons dedicated to homework (or missing assignments). It’s no secret to any teacher that a lot of incomplete and missing work happens because the students don’t know how to do it. They will finally tell you—I don’t get this—after making excuses and going to their locker or the bathroom three times. This happens a lot with math, but also with conventional Q & A, end-of-chapter reviews and short writing assignments.

Our kids have their own Chromebooks and most of the teachers provide several vetted information sources beyond the textbook, which is great. But only if students go there, and wade around. Unfortunately, chatbots have now given them a get-out-of-jail quick option.

These students are—I emphasize—not dumb (or any similar but less insulting word). After homework is completed, we often play board games or cards. They understand and can negotiate things that the games require—similes and other wordplay, strategy and logic, memory. Some are also readers (passing around personally owned books that I never ask to see). There are conversations full of humor and current music and YouTube video references.

But at age twelve or so—where are they getting their information about the world at large? On the day after the 2024 election, our coordinator stopped by to remind volunteers NOT to speak about the election. Not that any of the kids mentioned it. It was as if it hadn’t happened.

A couple of days ago, there was a local protest in town about the Venezuelan invasion, and Indivisible posted photos on their Facebook page. This drew a flood of bot comments and an irritated response from protest organizers. Bots have taken over the normal give-and-take on many social media advocacy platforms. We are no longer getting honest news from legacy sites, and right-wing frat-boy videographers get millions of eyeballs on their dishonest grift.

If we can’t count on legacy media, who’s going to sort through those red and blue bubbles of independent media? It’s going to take more than hope and good will to teach kids to be critical consumers of media and music, to discern the difference between glittering generalities and sometimes unpleasant truth.

Somebody needs to clue them in to the fact that not all elected and appointed leaders can be trusted, and actors and musicians run the gamut from good guys to sleaze . There are malignant forces in the world,  people who are capable of extreme evil, which, as Hannah Arendt pointed out, is typically characterized by mediocrity. 

Of course, teachers are proscribed from sharing their opinions on the best sources of accurate and unbiased information, lest they be labeled DEI or woke. Makes you wonder how the public opinion on DEI and woke, two ideas that were once debatable if not accepted, solidified into broadly understood negative concepts. Where did that “information” come from?

Because I hang out with middle schoolers on the regular, I don’t think it’s too late to take a stand for discretion around the truthfulness of media sources. But simply letting the red bubbles win is a mistake.

by nflanagan

How about a Pause on the Race to Embed AI in Schools?

I haven’t written much about AI and education, for several reasons.

First, there are already many people writing compellingly and with considerable expertise about the uses and misuses of AI in the classroom. Some of those people will show up in this blog. Follow them. Read what they write.

Also, some years ago I developed a reputation for being a cranky Luddite. I wrote pieces about the downside of the ubiquitous online gradebook, accessible to parents 24/7, and other uses of computer programs that added to teachers’ workloads and didn’t fit with the important content and skills I was teaching students (lots of students) the old-fashioned way. The real costs of “free” programs and apps, no matter how glittery and hip, seemed obvious to me. Why didn’t other educators see this?

This came to a head when I was invited to be part of an online panel on ed technologies. Presenters sent me the language they planned to use to introduce me—did I approve? I confirmed, and then they messaged back: the bio had been created by ChatGPT. Ha-ha.

Finally, I haven’t written much about AI because I just find it hard to conceptualize how it could be useful in the classroom. In other fields, perhaps—with a lot of caveats, oversight and suspicion—but it runs contrary to the essential purpose of teaching and learning. Doesn’t it?

It’s never seemed right to let machines do the ‘thinking’ or ‘creating’ that is better done, or at least attempted, daily, by children. In short, I don’t get it. Maybe that’s because I haven’t been enlightened? So—shut up already?

I think many, if not most, practicing educators are in the same boat: Unclear about what AI actually is, and what use could be made of AI tools in their vital mission to make children independent thinkers, evaluators and creators.

For starters, who’s cool with Big Data collecting info on our public school kiddos’ engagement with their products? NEPC Report on digital platforms:  

‘While educators may see platforms as neutral tools, they are in fact shaped by competing interests and hidden imperatives. Teachers, students, and administrators are only one market. The other market involves data on performance, usage patterns and engagement—data flowing to advertisers, data brokers and investors, often without users’ knowledge or consent.’ 

A pretty good synopsis of what AI is, from Josh Marshall, Talking Points Memo:

“AI is being built, even more than most of us realize, by consuming everyone else’s creative work with no compensation. It’s less ‘thought’ than more and more refined statistical associations between different words and word patterns.” He goes on to make the salient point that the AI “products” being produced that will be “privately owned and sold to us.”

Doesn’t sound like something that schools need to quickly embrace, what with all our other problems, like teaching kids to read, rising absence rates and budgets stripped of our ability to feed children a nutritious breakfast and lunch.

Add in the environmental concerns and rampant intellectual property theft to teachers’ uncertainty about dumping more new, unvetted toys into an already-crammed curriculum. So I was thoroughly surprised to see the AFT get on the “AI in the classroom!!” bandwagon.

Why not take a pause—let’s call it a shutdown—on the race to embed AI in our schools? Why not sort through those competing interests and hidden imperatives? We’ve been bamboozled by climbing on attractive but ultimately damaging educational bandwagons before. Just who wants us on this one?

Well, scammers. And the folks who turned DEI into something to be avoided. Clueless Tik-Toking middle schoolers could up their game with AI. And right-wing edu-site The 74 says educators can save six hours a week by using AI to make worksheets, tests and exit tickets. Really? That’s an awful lot of worksheets.

Wouldn’t it make more sense to approach this transformative technology with great caution, holding fast to the evergreen principle of teaching and learning being a social endeavor? To look at the available research before being bedazzled by something new?

‘Participants, mostly undergraduate and graduate students, who constructed essays with the assistance of ChatGPT exhibited less brain activity during the task than those participants who were asked to write on their own. The AI-users were much less likely to be able to recall what they had written and felt less ownership over their work. Independent evaluators who reviewed the essays found the AI-supported ones to be lacking in individuality and creativity.’

If you want to read better pieces on AI, many are hyperlinked in this blog. But here are a few folks whose words and thoughts come from places of deep knowledge and experience:

Audrey Watters, the best Ed-Tech thinker on the planet, for my money.

Pete Buttigieg, who thinks ahead of trends. Stop worrying about when he’s going to run for President and start absorbing his ideas on politics and relevant policy. Including AI.

Lucian Truscott, who writes about many things and made me understand why AI may ultimately fail: The men who run the big AI companies would do well to think through what they are doing with all those big buildings and all that electricity they consume. The “answer,” such as it is, to what they are seeking to accomplish may not exist, or it may be simpler than they think.

Educator Alfie Kohn, who points out that those most receptive to this technology are the people who know the least about it. This piece made my skin crawl.

My friend Peter Greene does a better job of debunking AI crapola than anyone I know. I credit this to his decades of classroom experience, during which he Paid Attention to Things—things more important than launching new products and making the big bucks.

So why should anyone pay attention to what a tech skeptic writes about AI in schools?

Because we’ll all be lured into making photos come to life, or relying on a questionable AI answer to an important question, or laughing at Russ Vought as Grim Reaper. Sticky and fun, but ultimately shallow, inconsequential.  Not what school-based learning should be.

Earlier this year, on a day when I made a (delicious) strawberry pie, I clicked on a song-writing app. Give us some lyrics, and a musical style, and we’ll write a song for you.

Here is my song: Strawberry Pie. Sticky and fun, but not much effort on my part.