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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.

Probably I am arrogant bastard, but after AI I feel just like a superhero in an origin story that has just discovered its superpower. My appetite for knowledge and understanding is voracious. I have many side projects on which I am progressing. Just waiting for some properly uncensored local models to dab into chemistry and biology.

Do I feel threatened - I don't know. I know there are turbulent times ahead. I know that being a codemonkey is no future option. But I see huge potential in the technology and I want to be part of it.

I think that AI hurts not the smart people, but Taleb's IYI class. The guys and galls for which credentialism was important.

I feel roughly the same. I think that AI will destroy a bunch of jobs that were the intellectual equivalent of menial labor, but create an equal or greater number of creative jobs. If you're writing formulaic grant proposals or building websites with React then AI is coming for your job, but that's not a bad thing. An LLM can replace a web designer, but only a full-blown strong AI can replace the UX designer whose job it is to tell the LLM what website to make.

LLMs won't replace the actual nerds. It'll replace the 0.5X programmers, the offshore assets, the email-senders, the box-tickers, and the bureaucrats. On a fundamental level there will still need to be someone to tell the AI what to do.

I feel like this is bad for mental health/fertility unless we have off-ramps for people. I don’t think there will be enough status seats for the highly intelligent which means more artificial status hierarchy (like woke). This basically comes down to everyone needs to be a playable character. Is this a good thing in society?

Even if someone is highly agentic I feel like people need breaks in life where they can just live and not be building. It gets really hard to have a family if you always need to be in a risk seat and can never step back into a support seat doing boring white caller work.