site banner

Culture War Roundup for the week of February 9, 2026

This weekly roundup thread is intended for all culture war posts. 'Culture war' is vaguely defined, but it basically means controversial issues that fall along set tribal lines. Arguments over culture war issues generate a lot of heat and little light, and few deeply entrenched people ever change their minds. This thread is for voicing opinions and analyzing the state of the discussion while trying to optimize for light over heat.

Optimistically, we think that engaging with people you disagree with is worth your time, and so is being nice! Pessimistically, there are many dynamics that can lead discussions on Culture War topics to become unproductive. There's a human tendency to divide along tribal lines, praising your ingroup and vilifying your outgroup - and if you think you find it easy to criticize your ingroup, then it may be that your outgroup is not who you think it is. Extremists with opposing positions can feed off each other, highlighting each other's worst points to justify their own angry rhetoric, which becomes in turn a new example of bad behavior for the other side to highlight.

We would like to avoid these negative dynamics. Accordingly, we ask that you do not use this thread for waging the Culture War. Examples of waging the Culture War:

  • Shaming.

  • Attempting to 'build consensus' or enforce ideological conformity.

  • Making sweeping generalizations to vilify a group you dislike.

  • Recruiting for a cause.

  • Posting links that could be summarized as 'Boo outgroup!' Basically, if your content is 'Can you believe what Those People did this week?' then you should either refrain from posting, or do some very patient work to contextualize and/or steel-man the relevant viewpoint.

In general, you should argue to understand, not to win. This thread is not territory to be claimed by one group or another; indeed, the aim is to have many different viewpoints represented here. Thus, we also ask that you follow some guidelines:

  • Speak plainly. Avoid sarcasm and mockery. When disagreeing with someone, state your objections explicitly.

  • Be as precise and charitable as you can. Don't paraphrase unflatteringly.

  • Don't imply that someone said something they did not say, even if you think it follows from what they said.

  • Write like everyone is reading and you want them to be included in the discussion.

On an ad hoc basis, the mods will try to compile a list of the best posts/comments from the previous week, posted in Quality Contribution threads and archived at /r/TheThread. You may nominate a comment for this list by clicking on 'report' at the bottom of the post and typing 'Actually a quality contribution' as the report reason.

4
Jump in the discussion.

No email address required.

In the latest update on AI slop, Ars Technica, a once reputable publication of over 25 years, has accidentally published a fake AI written article, complete with fake quotes. Unlike the fake story shared by Nate Silver earlier, which was published on a grifter's glorified blog, and somehow syndicated into Yahoo news, this story was actually published by a "real" media company under its own label. To be fair, the ars article bears few of the obvious hallmarks of AI writing, and it also gets a passing score by most AI detectors. I suspect the authors may have lazily asked AI to create a point by point skeleton for the article, then humanly written the words themselves that appeared on the page (excluding the hallucinated fake quotes of course). Fortunately, the article was taken down quickly, but the editors have so far refused to disclaim the use of AI, amd instead are hiding behind the misquotes as a reason to take the article down. It remains to be seen whether or not the use of AI slop was actually a rouge writer violating the policy, or someone using AI as directed by management but just skimping on the checking its answers part.

In other news, Malewarebytes has joined the ranks of Cloudflare and Lenovo as multi-billion dollar multinationational corporations that decided it's necessary to each publish a library of absolutely worthless AI slop, masquerading without disclosure as legitimate content. These zero effort AI takes are ... well ... zero effort, and provide zero added value to society by being published. I have no idea if Malewarebytes is a good company, but it's certainly a real company, with offices around the globe and enterprise contracts with many fortune 500 companies. These are all companies with sales and marketing teams in the dozens or hundreds of people, and likely multiple layers of approval to do anything new, yet they decided that zero effort AI slop takes are perfectly in line with their brand and reputation. There's clearly some kind of incentives (likely mostly SEO) for real companies to publish loads and loads of fake content on their websites, tangentially or not at all related to their actual business, which is extremely unfortunate because it's a waste of time for anyone who happens across this fake content, and even a waste of time for the slopmeister who has to click the button to generate 10 million words of fake content.

I'm going to piggy back on this with two things I've seen in the last week.

The first is highly personal. My employer does annual security training, with a focus around phishing attacks. The training this year used AI-generated video that was really off-putting. The actors were "realistic", but there was an uncanny wax-like quality to their skin, and their movements weren't quite correct for human baseline. Almost everyone on my team noticed it, and it casually came up in a meeting where my boss's boss was attending. The first words out of his mouth after that was "wait, there was AI?". We all sat there silently for a few seconds. It was clear that he absolutely did not perceive that the content was AI-generated. Despite the odd, inhuman quality, he didn't even peg it as animated. It made me wonder if there's some fundamental disconnect between my brain and the brains of upper management that makes the technology entirely different for them. As a model-train American, I can't discount it, but goddamn was it weird to see in action.


The second is Something Big Is Happening, the viral post that has been storming through the pro and anti AI ranks for a few days now.

The piece itself is a tour de force demonstration of how to stoke fear and uncertainty. It essentially outlines a maximal view of the AI Jobpocalypse that many fear, written with the flat certainty of a native LinkedIn citizen.

This is different from every previous wave of automation, and I need you to understand why. AI isn't replacing one specific skill. It's a general substitute for cognitive work. It gets better at everything simultaneously. When factories automated, a displaced worker could retrain as an office worker. When the internet disrupted retail, workers moved into logistics or services. But AI doesn't leave a convenient gap to move into. Whatever you retrain for, it's improving at that too.

I think the honest answer is that nothing that can be done on a computer is safe in the medium term. If your job happens on a screen (if the core of what you do is reading, writing, analyzing, deciding, communicating through a keyboard) then AI is coming for significant parts of it. The timeline isn't "someday." It's already started.

Clearly, the only solution to being obsoleted by AI is to use as much AI as possible in the meantime, as curated by the author.

Start using AI seriously, not just as a search engine. Sign up for the paid version of Claude or ChatGPT. It's $20 a month. But two things matter right away. First: make sure you're using the best model available, not just the default. These apps often default to a faster, dumber model. Dig into the settings or the model picker and select the most capable option. Right now that's GPT-5.2 on ChatGPT or Claude Opus 4.6 on Claude, but it changes every couple of months. If you want to stay current on which model is best at any given time, you can follow me on X (@mattshumer_)

This is interesting to me for a couple of reasons. For one, it's gone pretty viral - 80 million views is a lot, and I don't know if this guy caught th zeitgeist in the way he intended. It seems like he was trying to stoke fear, but especially among my younger acquaintances, it seems like more than anything he's managed to stoke anger - a "wood and nails are cheap, AI can't build crucifixes and you don't have functioning murder drones yet" kind of way.

The second reason that it caught my attention is because the name tickled something in the back of my mind, and I didn't want to post about it until I could figure out what it was. I found the answer this morning.

I thought that name looked familiar

Based on independent tests run by Artificial Analysis, the model fails to deliver on the promises made by Matt Shumer, CEO of OthersideAI and HypeWrite, the company behind Reflection 70B. Shumer, who initially attributed the discrepancies to an issue with the model’s upload process, has since admitted that he may have gotten ahead of himself in the claims he had made.

But critics in the AI research community have gone as far as accusing Shumer of fraud, stating that the model is just a thin wrapper based on Anthropic’s Claude, rather than a tuned-up version of Meta Llama.

I'm pretty conflicted on all of this. It sure seems like the technology has real potential and real applications, but by God does it feel like every single person involved is a sociopathic narcissist who gets off on conning the rubes.

If you'll pardon some paranoia on my part... the post you link, attributed to Matt Shumer, really reads like AI slop to me. It does not read to me like a human wrote that. Given that the post is about Shumer outsourcing his work to bots, is it plausible that he also outsourced his post to a bot? Or that he had a bot edit and 'improve' his writing? Or that a bot wrote it and he edited it? Or, perhaps most frighteningly of all, that he's just worked with bots for so long that this is how he has learned to write, and now he imitates them?

Whatever the case, I just don't trust anything written in that mode. Did he write it? Is there any original human thought in it? I don't know. Under these circumstances, I am disinclined to trust.

He does say that he used AI to write it, which I guess proves my instincts right. The post is indeed awful writing, and if that's the standard of the AI that he thinks is going to replace all our work... well, even if he's right, it will be a tremendous disaster for written expression if nothing else.

I had an interesting thought about this (the capacity of AI to replace humans) today while using Claude. It is very good at suggesting possibilities. Telling me how I can do something. But if I argue long enough, it will almost always concede the point. I'm sure that I'm not always right in these arguments.

What it lacks is not judgement so much as convictions. Knowing which points are flexible and which are not. And this is important because when an agent is working on something, it has to make a lot of small decisions with compounding effects. Recently the quality of these decisions while made in a vacuum has been getting much better. But the second they start getting push-back from the real world, I have a strong suspicion that the agents are just going to roll over.

Yeah the integral 'Yesman' nature of AI makes it confusing to me how people are managing to fall in love with ChatGPT and whatnot.

It's kinda sad that people just want 100% affirmation where the most arduous speedbump is having to make a request twice.

I'm pretty conflicted on all of this. It sure seems like the technology has real potential and real applications, but by God does it feel like every single person involved is a sociopathic narcissist who gets off on conning the rubes.

As an academic who has been writing about technology for decades, I honestly feel angry about the sudden appearance of thousands upon thousands of apparent "experts" with papers, books, conference invitations, national news interviews, &c... who clearly have been thinking about AI for like five fucking minutes. It's basically impossible to express that in a way that doesn't sound like sour grapes (at best), but in most cases it's just an extension of the same grift they've been running for years, only with more money spent on Anthropic subscription fees. The truth is, good, meaningful, lasting work still takes a lot more time (and, realistically, a lot less money) than anyone seems willing to admit.

The tech is super cool. It's fun to be able to get incredibly detailed images whipped up from a prompt. I get the impression that coding can happen a lot faster now, in many contexts. But the gold rush is on, and a lot of people who missed getting in on the ground floor of crypto or the Web are desperate not to miss this elevator to obscene fortune. So it's probably inevitable that the grifters and narcissists are out in force.

Academics are boring nerds who (usually) understand the serious dangers of the beautiful radioactive lake everyone is excited about, while the moron brigade is the dipshit nerd that wants to bellyflop onto the shiny new rainbow lake for likes and calls the academics pussies for not having any excitement.

I have seen many many cycles of technology promises fail to breach the messy barrier between screen and meat. All these fuckwits promising real world transformative opportunities miss how real world people fucking work in the first place. People don't use their company acquired specific AI thats been lobotomized into legally compliant ineffectiveness, they use existing tools for basic bitch work then go to microsoft word.

The fuckwit brigade shills AI because they're grifting morons, but the academics also fail to communicate the problems in understandable real human terms. If neither side speaks relatably to normies, at least the tiktok of the dipshit screaming in pain when he lands face first into the arsenic mine pit is funny. Better if we all were in the background encouraging him precisely because we want him to get hurt.

I was unaware of this article.

My attitude towards AI tools for the last 18 months had been "yeah they're useful but if you try to get too ambitious with them they waste more time than they save" and I was like AI 2027? Ha, try AI 2035.

But something fundamentally changed with the models in the last month. I'm low key freaking out at how goddamn useful they are now through Claude Code and OpenAI Codex.

Forget METR evals. My personal real world evals are that they're 6/6 on doing 2-4 week long tasks in 1-2 hours.

For what it's worth, working in a non-technical, non-coding-related field (), my experience has been that some higher-ups are interested in the idea of AI and occasionally push a half-baked idea, which lower-level employees dutifully try for about two hours, conclude that it's useless, and then keep on doing things the old-fashioned way. I have yet to find any actual use-case for AI and continue to see it as a solution in search of a problem.

Maybe it's useful in some very specific, very narrow fields. Maybe coding is one of them. I'm not a coder so I don't know. But what my professional experience thus far tells me is that LLMs are good for producing large amounts of grammatically correct but turgid and unreadable bilge, and pretty much nothing else. If what you want is to mass-produce mediocre writing, well, that's what AI can do for you. If you want pretty much anything else, you're out of luck.

In a sense I think it's the ultimate 'wordcel' technology. It does symbol manipulation. It's good at translating one language into another, and apparently that it includes translating natural language instructions into computer code. But I remain skeptical as to its utility for much beyond that. It might be nice one day for someone to sit down and run through an explanation of how the heck this is supposed to get from language production and manipulation to, well, anything else.

I’m skeptical but you may be right. See the market the last week.

But even the market isn’t really where you are.