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Culture War Roundup for the week of February 2, 2026

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In a way, AI is harder on nerds than it is on anyone else.

At a closed-door meeting in Princeton, leading researchers said agentic AI tools now handle up to 90% of their intellectual workload—forcing a reckoning over who, or what, drives scientific discovery.

It is interesting to see, now that it is ingrained into the personal and professional lives of vast numbers of ‘normal’ people, how mundanely it slots into the daily existence of the average person. I don’t mean that critically, I mean that the average person (especially globally but probably also in the rich world) probably already believed there were ‘computers’ who were ‘smarter than them’. ChatGPT isn’t so different from, say, Jarvis in Iron Man (or countless other AIs in fiction), and the median 90-100IQ person may even have believed in 2007 that technology like that actually existed “for rich people” or at least didn’t seem much more advanced than what they had.

Most people do not seek or find intellectual satisfaction in their work. Intellectual achievement is not central to their identity. This is true even for many people with decent-IQ white collar jobs. They may be concerned (like many of us) with things like technological unemployment, but the fact that an AI might do everything intellectually that they can faster and better doesn’t cause them much consternation. A tool that builds their website from a prompt is a tool, like a microwave or a computer. To a lot of users of LLMs, the lines between human and AI aren’t really blurring together so much as irrelevant; the things most people seek from others, like physical intimacy, family and children, good food and mirth, are not intellectual.

This is much more emotionally healthy than the nerd’s response. A version of the Princeton story is now increasingly common on ‘intellectual’ forums and in spaces online as more and more intelligent people realize the social and cultural implications of mass automation that go beyond the coming economic challenge. Someone whose identity is built around being a member of their local community, a religious organization, a small sports team, their spouse and children, a small group of friends with whom they go drinking a couple of times a month, a calendar of festivals and birthdays, will fare much better than someone who has spent a lifetime cultivating an identity built around an intellect that is no longer useful to anyone, least of all themselves.

I was thinking recently that I’m proud of what I’ve done in my short career, but that smart-ish people in their mid/late twenties to perhaps mid/late forties are in the worst position with regards to the impact of AI on our personal identities. Those much older than us have lived and experienced full careers at a time when their work was useful and important, when they had value. Those much younger will either never work or, if they’re say 20 or 22 now, work for only a handful of years before AI can do all intellectual labor - and have in any case already had three years of LLMs for their own career funeral planning. But in this age range, baited to complete the long, painful, tiresome and often menial slog that characterizes the first decade of a white collar career, we have the double humiliation of never getting further than that and of having wasted so much of our lives preparing for this future that isn’t going to happen.

This is something I've been thinking about lately, and was actually thinking of doing a WW thread because it's depressing me. I do not believe that LLMs can adequately program, but ultimately it won't matter what I think. What will matter is what the industry at large thinks, and there's a decent chance that they will believe (rightly or wrongly) that everyone needs to use LLMs to be an effective engineer (and that's if they don't replace engineers entirely with LLMs). If that happens, then I'll just have to suck it up and use the bag of words, because I have bills to pay like anyone else.

But the thing which sucks is, I like doing my job. I get a great deal of joy from programming. It's an exhilarating exercise in solving interesting problems and watching them take shape. But using an LLM isn't that. It is basically delegating tasks to another person and then reviewing the work to make sure it's acceptable. But if I was happy doing that, I would've become a manager ages ago. I am an engineer because I like doing the work, not handing it off to someone else to do.

Like I said, I'll do what I have to do. I'm not going to kill myself or go homeless or something rather than suck it up and tolerate the LLM. But at that point my career will go from "one of the biggest sources of joy in my life" to "something I hate every second of", and that really, really sucks. Of course I won't be the first person to work a job he hates to get by, but it's one hell of an adjustment to have to swallow. Right now it hasn't come to pass yet, but it's a possibility, and I'm not sure how I will be able to adjust if it does come to pass.