Make AI Boring Again

Charity Majors

Jun 24, 2026

I am a contrarian who likes to argue and complain a lot. Because of this, I have never been inclined to block people who argue with me or complain about my work, or even lash out at me with some hostility. I could say a lot of noble sounding things about how I value debate and open discourse, and those things would be true, but I also just feel like I should tolerate other people as much as they have to tolerate me.

I recently wrote a piece about AI enthusiasts vs AI skeptics — a very mild piece, I might add, almost repulsively brimming over with both-sides-are-good-people’s and can’t-we-all-just-get-along’s. Yet I have blocked more people in the past three weeks than the past ten years.1 There is a fear in the water right now that is bringing the crazy out in all of us.

The stakes are not low. The world is burning, after all. CEOs go on job-murdering sprees and the Industrial Revolution may be coming for knowledge workers. Even the Pope is alarmed.

AI is not special

It bothers me when I see people holding AI up like it’s something special — uniquely evil, incomparably harmful, irreparably tainted. It is none of those things. AI is just technology.

Some technologies are more damaging than others — knives are less damaging than guns, Facebook for colleges was less damaging than Facebook for Myanmar — but we always discover risks before we know how to govern them.2 There is always a gap while we try to catch up.

That gap is not proof that AI is evil. It is proof that we have work to do.

The fact that we have not solved the problems yet is not an argument to disconnect. It is an argument to engage, especially if you work in technology and already have an arsenal of relevant skills.

You do not learn to govern a tool by refusing to touch it. You learn by using it and understanding well enough to critique it, shape it, contribute to it, and set boundaries around it. You learn how to make it boring.

“Learn AI so you can complain about AI better.” I said it and I meant it. I still do.

There are a number of harms associated with AI

I took to Bluesky and started a thread to catalogue the harms associated with AI. There seems to be two buckets: harms done in the creation of AI (e.g. training without permission or compensation, labor exploitation in data labeling) and harms enabled by the use of AI (e.g. revenge porn, the ouroboros of truthiness and the problem of attribution, energy and water usage).

I am not trying to minimize or deny these harms. Indeed, I think part of being a responsible user of AI means educating ourselves and acting to counter these harms.

Where I diverge from many is that I don’t think awareness of these harms leads inexorably to the conclusion, “thus I should not use it or engage with AI.”

I think the moral valence points in the other direction, especially for those of us in tech. I think we have a moral responsibility to engage, become experts, become people worth listening to. I think the next generation of technology is being hammered out right now, and I want to help shape it. I think unilateral disarmament in the face of powerful new tools is neither wise or an effective strategy.3

But let’s talk about those buckets of harm first.

Harms tied to how AI was built

The argument I hear the most goes something like this. “AI was trained on stolen data,4 therefore anyone who uses it is complicit. If you care about artists, you should not use these tools, and should try to avoid any art generated using AI.” Or this article, “On the acceptance of GenAI,” which I’ve been sent many times.

No, you should avoid AI-generated art because most of it is terrible. Honestly, if there is one segment I am not worried about at all, it is whether or not art will thrive. Aesthetics will have their own revenge, and it will be vicious. It is already happening

It’s worth pointing out that ethics, morality and the law are different things. We don’t know yet if the way OpenAI trained their models is legal or not. The law doesn’t cover it, and case law to date has been muddled, contradictory, and narrowly decided based on the facts. It’s Schroedinger’s Law — we’ll find out if it was legal or not once the Supreme Court weighs in.

But even if it turns out to have been legal, was it right? Not in my book.

Training data is not the only harm done: there is also exploited labor, energy costs, clean water, quality of life issues for communities, tax issues (did you know datacenters pay no taxes, and are offered billions in tax BREAKS by local govts?), concentration of power amongst certain elites, the apparent sociopathy of key actors, and more.

If you want to support artists, support artists.5 But there is no such thing as original sin. Technology is a tool. What matters is what we do with it.

Harms tied to living with and using AI now

The list of harms people are currently experiencing as a consequence of AI is long, and the list of harms we see looming on the horizon is even longer. From everyday irritants — getting five pages of slop instead of three crisp bullet points, hiring pipelines clogged with fake applicants, AI customer support designed to be unhelpful and wear you out — to deadly serious concerns about skill atrophy, lack of accountability, sycophancy, and whether the ouroboros of training on generated data will lead to a corresponding decay in reference quality and the loss of truth itself.

Most of these are not novel to AI, they were problems before AI came around, AI is just making them worse or more extreme. Which means that solutions will also not specific to AI.

I am troubled by the amount of motivated reasoning coming from the people I feel politically aligned with. It’s very easy to mock and write off people who vocally hate AI for a long list of things they never seemed to give a shit about before they realized they hated AI and went looking for reasons.6

I worry this works to delegitimize concerns over some of the very real, very specific, very very frightening harms that ARE specific to AI. Like delegating decisions about who to jail or who to kill on the battlefield, or what authoritarian governments can do with these tools — including our own.

The list is long, and the list is growing. What are we going to do?

We had to learn how live in a world with guns, nuclear weapons, smallpox, alcohol, cigarettes, social media, fentanyl and bitcoin. Now we need to figure out how to live in a world with AI.

My politics are not concerned with purity

I was raised by a man who believed that purity was a real thing, and the highest good that we (women) should aspire to. I was raised to see the mainstream world as a place rotten with corruption and full of temptation. I was taught that the righteous path meant divesting ourselves from the fallen world and its schools, its insurance plans, its governing bodies, its popular culture.

And while my parents are wonderful, loving people and I love them dearly, I have spent my own adult life fiercely devoted to the opposite.

I believe in interdependence. I believe we are inescapably entwined and entangled with one another, whether or not we perceive the entanglements or trace the particulars. I believe it is neither possible nor desirable to remove ourselves from the web of dependencies we are born to.

The way you show care is by showing up. The way you make the world a better place is by getting down in the muck and building it, using whatever skills and resources you have on hand. The way you drive change is you engage.

Yes, we are all complicit. Yes, we are all compromised. No argument. But what are you going to do with that feeling of conviction? Will you channel your discomfort into solidarity and action, or try to ease your conscience by removing yourself from the system? Which does more to help those being harmed?

You can’t fight fundamentalism with fundamentalism

I believe that the pursuit of purity slips easily into narcissism and performance art, centering ourselves and our quest instead of centering the problem or the ones who are harmed by it.

The pursuit of purity is the animating force behind every fundamentalism, left or right. And while fundamentalism is an emotionally satisfying response, and one that looks increasingly tempting as Silicon Valley leans into its heel turn, I do not think it is an effective response.

“I argue against purism because it is one bad but common approach to devastation in all its forms…It is a bad approach because it shuts down precisely the field of possibility that might allow us to take better collective action against the destruction of the world in all its strange, delightful, impure frolic.” — Alexis Shotwell, “Against Purity: Living Ethically in Compromised Times”

I am especially dubious of the calories we spend performatively denouncing each other for being insufficiently pure.7 Who does this help? Artists? Families who can’t sleep next to data centers?

Whether we like it or not, AI is here to stay. If the future of tech is being written right now — and I believe it is — what’s the plan? Walk off the field and abandon it to whoever has fewest scruples? Come on.

Okay, so what DO we do?

Well, this is the right question, and one we should be asking of ourselves.

I think that anyone who works in the tech industry should be actively learning everything they can about AI — how it works, how it fails, how to use it effectively and guard against harms.

I still think the software industry will turn out to be the killer app for AI, since software is made up of language and logic, and software has built-in ways for validating outputs and mitigating drift that other applications do not. But we will have to learn them, build them, teach them, and use them.

I think every workplace that uses AI should be actively, urgently talking about the ways AI is changing the way we work together, communicate and collaborate. And not just to collect and catalogue a list of harms, but to actively experiment with ways of pushing back on them, solving them, working around them, making these technologies work FOR us.

How can we be more human together? How can we add boundaries around our use of AI? How can we ensure that it serves us? Can we build more ethical alternatives to harmful technologies? There’s a market for those, I’m betting.

I also think we need more answers than the ones we currently have. Compensation funds or relocation support for people who live near datacenters. Publicize the billions of taxpayer dollars that subsidize these projects, which usually pay no taxes. Vote out the motherfuckers who gave your money away. Are there legal advocacy groups devoted to this topic? Lobbying groups? What else? Send me any answers you know of and vouch for, and I will post any answers I get.

Start where you live. Start at work

I recognize that answer is a little weak. I’m sorry, I don’t have all the answers either. I only know there ARE no easy answers, and anyone who says differently is selling something or grandstanding on social media.

I do know that for me, and probably for many of you, the answer starts at work. The answer starts with admitting that we don’t know. And digging in, and getting started anyway.

I’d start here: Are you getting frustrated with AI slop and the undisciplined use of AI tooling, the unfair and un-acknowledged tax on each other’s time?

We all are — trust me. These gripes are worth airing. Not for the sake of griping but as a way of figuring out better ways to interact, better patterns, better working agreements. Do you want to declare some days or types of interactions off-limits for AI? Do you want to try asking for consent before sharing an AI-generated doc? What kind of experiments would alleviate your biggest frustration?

Pain is nature’s teacher. Follow it.

If you’re a manager, have an open conversation with your team. (If you’re not a manager, bring it up with you

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