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Culture War Roundup for the week of May 26, 2025

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I'm dragging up the gender, dating, and fertility discourse for one last rodeo.

The below analysis is a possible infohazard for young single males. It contains analysis done by LLMs, but I solemnly swear I drafted this through my own brainpower, using AI only for the analysis I was too lazy to do myself.

I'm following upon a comment I made about a year ago that pulled out some raw numbers on the quality of women in the U.S., and how this might impact the desire of men to actually develop themselves and find one of those women and settle down.

At the time I didn't bother doing the work to produce an actual estimate of how many women would match the basic crtieria, given that these are NOT independent variables. The though occurred to me that AIs are the perfect solution for exactly this type of laziness, and now have the capability to do this task without completely making up numbers.

So, based on my old post, I chose 9 particular criteria that I think would ‘fairly’ qualify a woman as ‘marriageable.':

  1. Single and looking (of course).

  2. Cishet, and thus not LGBT identified.

  3. Not ‘obese.’

  4. Not a mother already.

  5. No ‘acute’ mental illness.

  6. No STI.

  7. Less than $50,000 in student loan debt.

  8. 5 or fewer sex partners (‘bodies’).

  9. Under age 30.

And ask both ChatGPT and Grok to attempt to estimate the actual population of women in the U.S. that pass all these filters, accounting for how highly correlated each of the variables are.

Notable criteria I omitted:

  • Religious affiliation

  • Race

  • Political affiliation

  • Career

  • Drug use

  • Sex work/Onlyfans

I argue that a reasonable man would NOT want to ‘compromise’ on any of the original criteria, whereas the omitted ones are comparatively negotiable, or alternatively, are already captured in one of the original criteria.

Would you accept a woman who was carrying $50k in student loan debt into the relationship? I guess maybe if she was a doctor or lawyer or made enough money to justify it. Much higher than that and it starts to suggest financial recklessness.

5 as a body count is definitely an ‘arbitrary’ number, but again, you get much above that and it implies more bad decision-making. Ditto for being STI positive.

The age one is probably the most ‘unfair,’ but if having kids is a goal then this is pretty close to the ‘reasonable’ cutoff given the ticking fertility clock. Adjust upward if needed, I guess.


Here is the ChatGPT conversation. I used o3 in this case.

Here is Grok, specifically Grok 3.

In each case I used the “Deep Research” mode for the main query. I used identical prompts to start them off, they each seemingly did slightly different interpretations of the prompt. I was not using any fancy, complex prompt engineering to try and force it to think like a statistician or avoid hallucinations.


ChatGPT Gives this conclusion:

Bottom line: We estimate roughly 1 million women age 30 and under, equivalent to approximately 3-4% of that demographic (with a plausible interval of 2% on the low end up to about 5-6% on the high end), meet all eight of the given criteria simultaneously.

Grok comes to quite the similar conclusion:

Based on available data and statistical techniques, it seems likely that approximately 1.1 million biological women in the U.S. meet all the specified criteria, representing about 0.64% of the total female population, estimated at 171 million in 2025. The error range, reflecting data gaps, is ±0.3 million, or 0.8–1.4 million in absolute numbers, and 0.47–0.82% as a percentage.


Then I asked the truly cursed followup question: “how many men in the U.S. might be seeking these eligible women and thus how much competition is there for this population? How many are likely to ‘fail.’"

ChatGPT:

• Low-competition scenario (optimistic) – if male seekers are only approximately 9 m and women at the high end 1.4 m → approx. 6 : 1.

• High-competition scenario (pessimistic) – if male seekers hit approx. 16 m and women only 0.6 m → approx. 27 : 1.

Even under the friendliest assumptions, there are at least five single straight men pursuing every woman who meets all eight hurdles. The modal outcome is closer to ten-plus suitors per eligible woman.

Put bluntly, only about one man in ten who is actively hunting for this ultra-specific ideal partner can succeed; nine-plus will strike out.

Emphasis Mine.

Grok:

• Number of single men seeking women meeting all criteria: Approximately 4.5 million single, straight men aged 18–30 in the U.S. are likely seeking a partner, with an estimated 2.3 million (±0.5 million) specifically seeking women meeting all specified criteria (unmarried, not dating, straight, not a mother, not obese, age 30 or below, no acute mental illness, ≤5 sex partners, no STI, ≤$50,000 student debt). This is about 2.7% of the male population (171 million).

• Competition ratio: With approx. 1.1 million women meeting all criteria (from prior estimate), the ratio is roughly 2.1 men per woman (2.3 million ÷ 1.1 million), indicating moderate competition.

• Failure rate: Approximately 48% of these men (1.1 million out of 2.3 million) will fail to secure a partner meeting all criteria, assuming one-to-one pairing and no external factors (e.g., men seeking multiple partners or women remaining single).

Then the followup, when I tell it to extend the age range:

About 4.9 million single, straight men of all ages are likely seeking women aged 18–30 meeting all criteria, facing a 4.5:1 competition ratio. Roughly 78% (approx. 3.8 million) will fail to secure such a partner, driven by the scarcity of eligible women, age-related preference mismatches, and modern dating dynamics. Competition is high, particularly for older men, with failure rates varying by flexibility in criteria and dating market conditions.

The error bars are pretty large on this one... the 9-out-of-10 number doesn't quite pass the smell test... but I think the point speaks for itself.


I don’t want to say that this is bleak, per se. I mean, 1 million or so women in the U.S. with some decent marriageable bonafides. That’s not a small pool! The problem stems from noticing that said women will have somewhere upwards of 5 men, possibly near 27 who will be competing for their affections, or more if they’re near the absolute peak of physical attractiveness.

Hence my increasing annoyance with the bog standard advice proffered to young males “become worthy and put in some effort and you will find a good woman” as it becomes increasingly divorced from the actual reality on the ground.

It’s not wrong. It is incomplete. Insufficient. If we increase the number of “worthy” men, that’s just intensifying the competition for the desirable women… while ALSO ensuring that more of those ‘worthy’ men will lose and go unfulfilled, DESPITE applying their efforts towards “worthiness.”

You CAN’T tell young men both “be better, improve, you have to DESERVE a good woman before you get one!” and then, when he improves:

“oh, you have to lower your standards, just because you thought you deserved a stable, chaste(ish), physically fit partner doesn’t mean you’re entitled to one, world ain’t fair.”

That dog won’t hunt.

Thems the numbers. I’m not making this up wholesale or whining about advice because I find it uncomfortable. No. The math is directly belying the platitudes. I’m too autistic NOT to notice.


So where am I going with this?

First, I’m hoping, praying someone can actually show me evidence that this is wrong. All of my personal experience, anecdotal observations, research, and my gut fucking instinct all points to this being an accurate model of reality. But I am fallible.

If I’m wrong I want to know!

I’m also not particularly worried about ME in general. I am in a good position to find a good woman, even though I’m sick of all the numerous frustrations and inanities one has to endure to do so. I get annoyed when someone, even in good faith, tries to suggest that my complaints are more mental than real. I can see the numbers, I've been in the trenches for years, this is a true phenomena, the competition is heavy, the prizes are... lacking.

And finally and most importantly, I genuinely feel the only way we keep the Ferris Wheel of organized civilization turning is if average women are willing to marry average men, and stay married, and help raise kids. I’m all for pushing the ‘average’ quality up, as long as actual relationships are forming.

Objectively, that is not happening. And so I’m worried because if society breaks down... well, I live here and I don't like what that implies for me, either.

(Yes, AGI is possibly/probably going to make this all a moot point before it all really collapses)

I understand your other criteria to various degrees, but I still don't understand why I'm supposed to care so much about the number of past sex partners. It is pretty much irrelevant to me when evaluating a potential long-term romantic partner unless maybe it is so ridiculously high that it indicates some kind of actual severe sex addiction. But that would be a number in the high 100s, probably. Actually, for me it would probably be more important that the woman had had at least one sex partner in the past, rather than that she had not had too many. I'm not sure that I would want to take on the risk of being a wife's first sex partner and thus having her views of me passed through a filter of inexperience.

It's actually insane to me to read the parade of guys coming to these comments to express that the criterion for less than six sexual partners is strange or puzzling or not fair. I grew up in a community in which sex before marriage was a scandal, where parents actually cared about it, and where the expectation was to wait until marriage, and I'm younger than most of you!

These attitudes were handed down directly from a Christian moral understanding of sexual ethics so it certainly shouldn't be surprising even if you disagree with it. So the response of "Huh?? So strange!" is baffling to me in a forum where so many are otherwise eager to go to bat for Christianity if purely for the sake of argument.

I must say I myself find strange the new pagan-Western ritual of engaging in a series of pretend-marriages wherein you cohabitate, have sex, and mix finances with multiple partners before you finally vow lifetime partnership to whichever one you happen to be with when you realize the window for children is closing. And then have your first child in your mid-thirties.

It's actually insane to me to read the parade of guys coming to these comments to express that the criterion for less than six sexual partners is strange or puzzling or not fair.

And yet, you still didn't actually answer the question, which is "why are we supposed to care so much?"- probably because you're just taking "traditionalist/Christian sexual ethics are correct in all cases" for granted and going from there.

You could even get there from first principles and evopsych as it applies to the majority of people in any given place and time; you could argue that the liberal approach converges on the Christian one from a risk-management point of view so reality bears out that you should live by those rules, or you could come up with something different than those.

Or you could just say you don't like it and that's the way it is (and at least maintain a modicum of intellectual honesty), then extrapolate from there, since for n = 1 that might not be a particularly strong argument.

Sure, speculate about my irrational motivations! Try to turn this into a debate about the object level while attempting to convince the audience that I've already tried and failed to debate the object level myself! Just don't act like you're surprised body count is a consideration among most men.

Again:

These attitudes were handed down directly from a Christian moral understanding of sexual ethics so it certainly shouldn't be surprising even if you disagree with it.

Are you surprised by faceh's inclusion of that criterion? I suspect you aren't really; and I suspect most commenters here aren't, despite the chorus of scoffs about its irrationality. My first comment was expressing shock that there are so many here to claim not to care, because they're the weird ones.