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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.

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.

Eh? I'm very confident that's wrong. Normies might not appreciate the impact of ChatGPT and co to the same degree, but I strongly doubt that they literally believed that there was human-level AI in 2021. AGI was science fiction for damn good reason, it didn't exist, and very, very few people expected we'd see it or even precursors in the 2020s. Jarvis was scifi, and nobody believed that something like Siri was in the same weight-class.

To shift focus back to your main thesis: the normie you describe is accustomed and acclimatized to being average. Bitter experience has proven to them that they're never going to be an "intellectual" and that their cognitive and physical labor is commoditized. It's unlikely that being the smartest person in the room (or in spitting distance) is an experience they're familiar with. Hence they have less to lose from a non-human competitor who dominates them in that department.

On the other hand, their average Mottizen is used to being smart, and working in a role where it's not easy to just grab a random person off the street to replace them. That breeds a certain degree of discomfort at the prospect. I've made my peace, and I'm going to do what I can to escape the (potential) permanent underclass. It would be nice to have a full, accomplished career with original contributions to my professional field or the random topics I care about, but I'll take a post-scarcity utopia if I can get it.

I've made my peace, and I'm going to do what I can to escape the (potential) permanent underclass.

Presumably via investments?

I've been... lazy in that regard. Far too much money in my account that's not accruing interest. But yes, that's a factor. I also earn an OOM more than I did back India, which definitely helps. If I was less lazy, I'd have put most of my money in the S&P500 by now, but I've already put myself in a much better place than if I'd been complacent about things.

I don't expect that this will necessarily make me rich in relative terms, I'm starting too low, too late. But I want enough of a safety net to survive in comfort for the (potential) period of unemployment when AI eats my profession whole, before we implement solutions such as UBI. Not starving, not dying in a riot, all of that is important to me.