+In ["Interpersonal Entanglement"](https://www.lesswrong.com/posts/Py3uGnncqXuEfPtQp/interpersonal-entanglement), Yudkowsky appeals to the complex moral value of sympathy as an argument against the desireability of nonsentient sex partners (_catgirls_ being the technical term). Being emotionally intertwined with another actual person is one of the things that makes life valuable, that would be lost if people just had their needs met by soulless catgirl holodeck characters.
+
+But there's a problem, Yudkowsky argues: women and men aren't designed to make each other optimally happy. The abstract game between the two human life-history strategies in the environment of evolutionary adaptedness had a conflicting-interests as well as a shared-interests component, and human psychology still bears the design signature of that game denominated in inclusive fitness, even though [no one cares about inclusive fitness](https://www.lesswrong.com/posts/XPErvb8m9FapXCjhA/adaptation-executers-not-fitness-maximizers). (Peter Watts: ["And God smiled, for Its commandment had put Sperm and Egg at war with each other, even unto the day they made themselves obsolete."](https://www.rifters.com/real/Blindsight.htm)) The secnario of Total Victory for the ♂ player in the conflicting-interests subgame is not [Nash](https://en.wikipedia.org/wiki/Nash_equilibrium). The design of the entity who _optimally_ satisfied what men want out of women would not be, and _could_ not be, within the design parameters of actual women.
+
+(And _vice versa_ and respectively, but in case you didn't notice, this blog post is all about male needs.)
+
+Yudkowsky dramatized the implications in a short story, ["Failed Utopia #4-2"](https://www.lesswrong.com/posts/ctpkTaqTKbmm6uRgC/failed-utopia-4-2), portraying an almost-aligned superintelligence constructing a happiness-maximizing utopia for humans—except that because of the mismatch in the sexes' desires, and because the AI is prohibited from editing people's minds, the happiness-maximizing solution (according to the story) turns out to be splitting up the human species by sex and giving women and men their own _separate_ utopias (on [Venus and Mars](https://en.wikipedia.org/wiki/Gender_symbol#Origins), ha ha), complete with artificially-synthesized romantic partners.
+
+Of course no one _wants_ that—our male protagonist doesn't _want_ to abandon his wife and daughter for some catgirl-adjacent (if conscious) hussy. But humans _do_ adapt to loss; if the separation were already accomplished by force, people would eventually move on, and post-separation life with companions superintelligently optimized _for you_ would ([_arguendo_](https://en.wikipedia.org/wiki/Arguendo)) be happier than life with your real friends and family, whose goals will sometimes come into conflict with yours because they weren't superintelligently designed _for you_.
+
+The alignment-theory morals are those of [unforseen maxima](https://arbital.greaterwrong.com/p/unforeseen_maximum) and [edge instantiation](https://arbital.greaterwrong.com/p/edge_instantiation). An AI designed to maximize happiness would kill all humans and tile the galaxy with maximally-efficient happiness-brainware. If this sounds "crazy" to you, that's the problem with anthropomorphism I was telling you about: [don't imagine "AI" as an emotionally-repressed human](https://www.lesswrong.com/posts/zrGzan92SxP27LWP9/points-of-departure), just think about [a machine that calculates what actions would result in what outcomes](https://web.archive.org/web/20071013171416/http://www.singinst.org/blog/2007/06/11/the-stamp-collecting-device/), and does the action that would result in the outcome that maximizes some function. It turns out that picking a function that doesn't kill everyone looks hard. Just tacking on the constaints that you can think of (make the _existing_ humans happy without tampering with their minds) [will tend to produce similar "crazy" outcomes that you didn't think to exclude](https://arbital.greaterwrong.com/p/nearest_unblocked).
+
+At the time, [I expressed horror](https://www.greaterwrong.com/posts/ctpkTaqTKbmm6uRgC/failed-utopia-4-2/comment/PhiGnX7qKzzgn2aKb) at "Failed Utopia #4-2" in the comments section, because my quasi-religious psychological-sex-differences denialism required that I be horrified. But looking back a dozen years later—[or even four years later](https://www.greaterwrong.com/posts/ctpkTaqTKbmm6uRgC/failed-utopia-4-2/comment/D34jhYBcaoE7DEb8d)—my performative horror was missing the point.
+
+_The argument makes sense_. Of course, it's important to notice that you'd need an additional [handwave](https://tvtropes.org/pmwiki/pmwiki.php/Main/HandWave) to explain why the AI in the story doesn't give every _individual_ their separate utopia—if existing women and men aren't optimal partners for each other, so too are individual men not optimal same-sex friends for each other. A faithful antisexist (as I was) might insist that that should be the _only_ moral, as it implies the other [_a fortiori_](https://en.wikipedia.org/wiki/Argumentum_a_fortiori). But if you're trying to _learn about reality_ rather than protect your fixed quasi-religious beliefs, it should be _okay_ for one of the lessons to get a punchy sci-fi short story; it should be _okay_ to think about the hyperplane between two coarse clusters, even while it's simultaneously true that a set of hyperplanes would suffice to [shatter](https://en.wikipedia.org/wiki/Shattered_set) every individual point, without deigning to acknowledge the existence of clusters.
+
+On my reading of the text, it is _significant_ that the AI-synthesized complements for men are given their own name, the _verthandi_ (presumably after [the Norse deity](https://en.wikipedia.org/wiki/Ver%C3%B0andi)), rather than just being referred to as women. The _verthandi_ may _look like_ women, they may be _approximately_ psychologically human, but since the _detailed_ psychology of "superintelligently-engineered optimal romantic partner for a human male" is not going to come out of the distribution of actual human females, judicious exercise of the [tenth virtue of precision](http://yudkowsky.net/rational/virtues/) demands that a _different word_ be coined for this hypothetical science-fictional type of person. Calling the _verthandi_ "women" would be _worse writing_; it would _fail to communicate_ the impact of what has taken place in the story.
+
+Another post in this vein that had a huge impact on me was ["Changing Emotions"](https://www.lesswrong.com/posts/QZs4vkC7cbyjL9XA9/changing-emotions). As an illustration of how [the hope for radical human enhancement is fraught with](https://www.lesswrong.com/posts/EQkELCGiGQwvrrp3L/growing-up-is-hard) technical difficulties, Yudkowsky sketches a picture of just how difficult an actual male-to-female sex change would be.
+
+It would be hard to overstate how much of an impact this post had on me. I've previously linked it on [this](/2016/Nov/reply-to-ozy-on-two-type-mtf-taxonomy/#changing-emotions-link) [blog](/2017/Jan/the-line-in-the-sand-or-my-slippery-slope-anchoring-action-plan/#changing-emotions-link) [five](/2018/Apr/reply-to-the-unit-of-caring-on-adult-human-females/#changing-emotions-link) [different](/2018/Dec/untitled-metablogging-26-december-2018/#changing-emotions-link) [times](/2019/Aug/the-social-construction-of-reality-and-the-sheer-goddamned-pointlessness-of-reason/#changing-emotions-link). In June 2008, half a year before it was published, I encountered the [2004 Extropians mailing list post](http://lists.extropy.org/pipermail/extropy-chat/2004-September/008924.html) that the blog post had clearly been revised from. (The fact that I was trawling through old mailing list archives searching for Yudkowsky content that I hadn't already read, tells you something about what a fanboy I am—if, um, you hadn't already noticed.) I immediately wrote to a friend: "[...] I cannot adequately talk about my feelings. Am I shocked, liberated, relieved, scared, angry, amused?"
+
+The argument goes: it might be easy to _imagine_ changing sex and refer to the idea in a short English sentence, but the real physical world has implementation details, and the implementation details aren't filled in by the short English sentence. The human body, including the brain, is an enormously complex integrated organism; there's no [plug-and-play](https://en.wikipedia.org/wiki/Plug_and_play) architecture by which you can just swap your brain into a new body and have everything Just Work without re-mapping the connections in your motor cortex. And even that's not _really_ a sex change, as far as the whole integrated system is concerned—
+
+> Remapping the connections from the remapped somatic areas to the pleasure center will ... give you a vagina-shaped penis, more or less. That doesn't make you a woman. You'd still be attracted to girls, and no, that would not make you a lesbian; it would make you a normal, masculine man wearing a female body like a suit of clothing.
+>
+> [...]
+>
+> So to actually _become female_ ...
+>
+> We're talking about a _massive_ transformation here, billions of neurons and trillions of synapses rearranged. Not just form, but content—just like a male judo expert would need skills repatterned to become a female judo expert, so too, you know how to operate a male brain but not a female brain. You are the equivalent of a judo expert at one, but not the other. You have _cognitive_ reflexes, and consciously learned cognitive skills as well.
+>
+> [...]
+>
+> What happens when, as a woman, you think back to your memory of looking at Angelina Jolie photos as a man? How do you _empathize_ with your _past self_ of the opposite sex? Do you flee in horror from the person you were? Are all your life's memories distant and alien things? How can you _remember_, when your memory is a recorded activation pattern for neural circuits that no longer exist in their old forms? Do we rewrite all your memories, too?
+
+But, well ... I mean, um ...
+
+(I still really don't want to be blogging about this, but _somebody has to and no one else will_)
+
+From the standpoint of my secret erotic fantasy, "normal, masculine man wearing a female body like a suit of clothing" is actually a _great_ outcome—the _ideal_ outcome. Let me explain.
+
+The main plot of my secret erotic fantasy accomodates many frame stories, but I tend to prefer those that invoke the [literary genre of science](https://www.lesswrong.com/posts/4Bwr6s9dofvqPWakn/science-as-attire), and posit "technology" rather than "spells" or "potions" as the agent of transformation, even if it's all ultimately magic (where ["magic" is a term of art for anything you don't understand how to implement as a computer program](https://www.lesswrong.com/posts/kpRSCH7ALLcb6ucWM/say-not-complexity)).
+
+So imagine having something like [the transporter in _Star Trek_](https://memory-alpha.fandom.com/wiki/Transporter), but you re-materialize with the body of someone else, rather than your original body—a little booth I could walk in, dissolve in a tingly glowy special effect for a few seconds, and walk out looking like (say) [Nana Visitor (circa 1998)](https://memory-alpha.fandom.com/wiki/Kay_Eaton?file=Kay_Eaton.jpg). (In the folklore of [female-transformation erotica](/2016/Oct/exactly-what-it-says-on-the-tin/), this machine is often called the ["morphic adaptation unit"](https://www.cyoc.net/interactives/chapter_115321.html).)
+
+As "Changing Emotions" points out, this high-level description of a hypothetical fantasy technology leaves many details unspecified—not just the _how_, but the _what_. What would the indistinguishable-from-magical transformation booth do to my brain? [As a preference-revealing thought experiment](https://www.lesswrong.com/posts/DdEKcS6JcW7ordZqQ/not-taking-over-the-world), what would I _want_ it to do, if I can't change [the basic nature of reality](https://www.lesswrong.com/posts/tPqQdLCuxanjhoaNs/reductionism), but if engineering practicalities weren't a constraint? (That is, I'm allowed to posit any atom-configuration without having to worry about how you would get all the atoms in the right place, but I'm not allowed to posit tethering my immortal soul to a new body, because [souls](https://www.lesswrong.com/posts/u6JzcFtPGiznFgDxP/excluding-the-supernatural) [aren't](https://www.lesswrong.com/posts/7Au7kvRAPREm3ADcK/psychic-powers) [real](https://www.lesswrong.com/posts/fdEWWr8St59bXLbQr/zombies-zombies).)
+
+The anti-plug-and-play argument makes me confident that it would have to change _something_ about my mind in order to integrate it with a new female body—if nothing else, my unmodified brain doesn't physically _fit_ inside Nana Visitor's skull. ([One meta-analysis puts the sex difference in intracranial volume and brain volume at](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3969295/) a gaping [Cohen's _d_](/2019/Sep/does-general-intelligence-deflate-standardized-effect-sizes-of-cognitive-sex-differences/) ≈ 3.0 and 2.1, respectively, and Visitor doesn't look like she has an unusually large head.)
+
+Fine—we're assuming that difficulty away and stipulating that the magical transformation booth can make the _minimal_ changes necessary to put my brain in a female body, and have it fit, and have all the motor-connection/body-mapping stuff line up so that I can move and talk normally in a body that feels like mine, without being paralyzed or needing months of physical therapy to re-learn how to walk.
+
+I want this more than I can say. But is that _all_ I want? What about all the _other_ sex differences in the brain? Male brains are more lateralized—doing [relatively more communication within hemispheres rather than between](https://www.pnas.org/content/111/2/823); there are language tasks that women and men perform equally well on, but [men's brains use only the _left_ inferior frontal gyrus, whereas women's use both](/papers/shaywitz-et_al-sex_differences_in_the_functional_organization_of_the_brain_for_language.pdf). Women have a relatively thicker corpus callosum; men have a relatively larger amygdala. Fetal testosterone levels [increase the amount of gray matter in posterior lateral orbitofrontal cortex, but decrease the gray matter in Wernicke's area](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3306238/) ...
+
+Do I want the magical transformation technology to fix all that, too?
+
+Do I have _any idea_ what it would even _mean_ to fix all that, without spending multiple lifetimes studying neuroscience?
+
+I think I have just enough language to _start_ to talk about what it would mean. Since sex isn't an atomic attribute, but rather a high-level statistical regularity such that almost everyone can be cleanly classified as "female" or "male" _in terms of_ lower-level traits (genitals, hormone levels, _&c._), then, abstractly, we're trying to take points from male distribution and map them onto the female distribution in a way that preserves as much structure (personal identity) as possible. My female analogue doesn't have a penis (because then she wouldn't be female), but she is going to speak American English like me and be [85% Ashkenazi like me](/images/ancestry_report.png), because language and autosomal genes don't have anything to do with sex.
+
+The hard part has to do with traits that are meaningfully sexually dimorphic, but not as a discrete dichotomy—where the sex-specific universal designs differ in ways that are _subtler_ than the presence or absence of entire reproductive organs. (Yes, I know about [homology](https://en.wikipedia.org/wiki/Homology_(biology))—and _you_ know what I meant.) We are _not_ satisfied if the magical transformation technology swaps out my penis and testicles for a functioning female reproductive system without changing the rest of my body, because we want the end result to be indistinguishable from having been drawn from the female distribution (at least, indistinguishable _modulo_ having my memories of life as a male before the magical transformation), and a man-who-somehow-magically-has-a-vagina doesn't qualify.
+
+The "obvious" way to to do the mapping is to keep the same percentile rank within each trait (given some suitably exhaustive parsing and factorization of the human design into individual "traits"), but take it with respect to the target sex's distribution. I'm 5′11″ tall, which [puts me at](https://dqydj.com/height-percentile-calculator-for-men-and-women/) the 73rd percentile for American men, about 6/10ths of a standard deviation above the mean. So _presumably_ we want to say that my female analogue is at the 73rd percentile for American women, about 5′5½″.
+
+You might think this is "unfair": some women—about 7 per 1000—are 5′11″, and we don't want to say they're somehow _less female_ on that account, so why can't I keep my height? The problem is that if we refuse to adjust for every trait for which the female and male distributions overlap (on the grounds that _some_ women have the same trait value as my male self), we don't end up with a result from the female distribution.
+
+The typical point in a high-dimensional distribution is _not_ typical along each dimension individually. [In 100 flips of a biased coin](http://zackmdavis.net/blog/2019/05/the-typical-set/) that lands Heads 0.6 of the time, the _single_ most likely sequence is 100 Heads, but there's only one of those and you're _vanishingly_ unlikely to actually see it. The [sequences you'll actually observe will have close to 60 Heads](https://en.wikipedia.org/wiki/Asymptotic_equipartition_property). Each such sequence is individually less probable than the all-Heads sequence, but there are vastly more of them. Similarly, [most of the probability-mass of a high-dimensional multivariate normal distribution is concentrated in a thin "shell" some distance away from the mode](https://www.johndcook.com/blog/2011/09/01/multivariate-normal-shell/), for the same reason. (The _same_ reason: the binomial distribution converges to the normal in the limit of large _n_.)
+
+Statistical sex differences are like flipping two different collections of coins with different biases, where the coins represent various traits. Learning the outcome of any individual flip, doesn't tell you which set that coin came from, but [if we look at the aggregation of many flips, we can get _godlike_ confidence](https://www.lesswrong.com/posts/cu7YY7WdgJBs3DpmJ/the-univariate-fallacy-1) as to which collection we're looking at.
+
+A single-variable measurement like height is like a single coin: unless the coin is _very_ biased, one flip can't tell you much about the bias. But there are lots of things about people for which it's not that they can't be measured, but that the measurements require _more than one number_—which correspondingly offer more information about the distribution generating them.
+
+And knowledge about the distribution is genuinely informative. Occasionally you hear progressive-minded people dismiss and disdain simpleminded transphobes who believe that chromosomes determine sex, when actually, most people haven't been karyotyped and don't _know_ what chromosomes they have. Certainly, I agree that almost no one interacts with sex chromosomes on a day-to-day basis; no one even knew that sex chromosomes _existed_ before 1905. [(Co-discovered by a woman!)](https://en.wikipedia.org/wiki/Nettie_Stevens) But the function of [intensional definitions](https://www.lesswrong.com/posts/HsznWM9A7NiuGsp28/extensions-and-intensions) in human natural language isn't to exhaustively [pinpoint](https://www.lesswrong.com/posts/3FoMuCLqZggTxoC3S/logical-pinpointing) a concept in the detail it would be implemented in an AI's executing code, but rather to provide a "treasure map" sufficient for a listener to pick out the corresponding concept in their own world-model: that's why [Diogenes exhibiting a plucked chicken in response to Plato's definition of a human as a "featherless biped"](https://www.lesswrong.com/posts/jMTbQj9XB5ah2maup/similarity-clusters) seems like a cheap "gotcha"—we all instantly know that's not what Plato meant. ["The challenge is figuring out which things are similar to each other—which things are clustered together—and sometimes, which things have a common cause."](https://www.lesswrong.com/posts/d5NyJ2Lf6N22AD9PB/where-to-draw-the-boundary) But sex chromosomes, and to a large extent specifically the [SRY gene](https://en.wikipedia.org/wiki/Testis-determining_factor) located on the Y chromosome, _are_ such a common cause—the root of the [causal graph](https://www.lesswrong.com/posts/hzuSDMx7pd2uxFc5w/causal-diagrams-and-causal-models) underlying all _other_ sex differences. A smart natural philosopher living _before_ 1905, knowing about all the various observed differences between women and men, might have guessed at the existence of some molecular mechanism of sex determination, and been _right_. By the "treasure map" standard, "XX is female; XY is male" is a pretty _well-performing_ definition—if you're looking for a [_simple_ membership test](https://www.lesswrong.com/posts/edEXi4SpkXfvaX42j/schelling-categories-and-simple-membership-tests) that provides a lot of information about the many intricate ways in which females and males statistically differ.
+
+Take faces. People are [verifiably very good at recognizing sex from (hair covered, males clean-shaven) photographs of people's faces](/papers/bruce_et_al-sex_discrimination_how_do_we_tell.pdf) (96% accuracy, which is the equivalent of _d_ ≈ 3.5), but we don't have direct introspective access into what _specific_ features our brains are using to do it; we just look, and _somehow_ know. The differences are real, but it's not a matter of any single, simple measurement you could perform with a ruler (like the distance between someone's eyes). Rather, it's a high-dimensional _pattern_ in many measurements you could take with a ruler, no one of which is definitive. [Covering up the nose makes people slower and slightly worse at sexing faces, but people don't do better than chance at guessing sex from photos of noses alone](/papers/roberts-bruce-feature_saliency_in_judging_the_sex_and_familiarity_of_faces.pdf).
+
+Notably, for _images_ of faces, we actually _do_ have transformation technology! (Not "magical", because we know how it works.) AI techniques like [generative adversarial networks](https://arxiv.org/abs/1812.04948) and [autoencoders](https://towardsdatascience.com/generating-images-with-autoencoders-77fd3a8dd368) can learn the structure of the distribution of facial photographs, and use that knowledge to synthesize faces from scratch (as demonstrated by [_thispersondoesnotexist.com_](https://thispersondoesnotexist.com/))—or [do things like](https://arxiv.org/abs/1907.10786) sex transformation (as demonstrated by [FaceApp](https://www.faceapp.com/), the _uniquely best piece of software in the world_).
+
+If you let each pixel vary independently, the space of possible 1024x1024 images is 1,048,576-dimensional, but the vast hypermajority of those images aren't photorealistic human faces. Letting each pixel vary independently is the wrong way to think about it: changing the lighting or pose changes a lot of pixels in what humans would regard as images of "the same" face. So instead, our machine-learning algorithms learn a [compressed](https://www.lesswrong.com/posts/ex63DPisEjomutkCw/msg-len) representation of what makes the tiny subspace (relative to images-in-general) of faces-in-particular similar to each other. That [latent space](https://towardsdatascience.com/understanding-latent-space-in-machine-learning-de5a7c687d8d) is a lot smaller (say, 512 dimensions), but still rich enough to embed the high-level distinctions that humans notice: [you can find a hyperplane that separates](https://youtu.be/dCKbRCUyop8?t=1433) smiling from non-smiling faces, or glasses from no-glasses, or young from old, or different races—or female and male. Sliding along the [normal vector](https://en.wikipedia.org/wiki/Normal_(geometry)) to that [hyperplane](https://en.wikipedia.org/wiki/Hyperplane) gives the desired transformation: producing images that are "more female" (as the model has learned that concept) while keeping "everything else" the same.
+
+Two-dimensional _images_ of people are _vastly_ simpler than the actual people themselves in the real physical universe. But _in theory_, a lot of the same _mathematical principles_ would apply to hypothetical future nanotechnology-wielding AI systems that could, like the AI in "Failed Utopia #4-2", synthesize a human being from scratch (this-person-_didn't_-exist-dot-com?), or do a real-world sex transformation (PersonApp?)—and the same statistical morals apply to reasoning about sex differences in psychology and (which is to say) the brain.
+
+Daphna Joel _et al._ [argue](https://www.pnas.org/content/112/50/15468) [that](https://www.pnas.org/content/112/50/15468) human brains are "unique 'mosaics' of features" that cannot be categorized into distinct _female_ and _male_ classes, because it's rare for brains to be "internally consistent"—female-typical or male-typical along _every_ dimension. It's true and important that brains aren't _discretely_ sexually dimorphic the way genitals are, but as [Marco del Guidice _et al._ point out](http://cogprints.org/10046/1/Delgiudice_etal_critique_joel_2015.pdf), the "cannot be categorized into two distinct classes" claim seems false in an important sense. The lack of "internal consistency" in Joel _et al._'s sense is exactly the behavior we expect from multivariate normal-ish distributions with different-but-not-vastly-different means. (There aren't going to be many traits where the sexes are like, _four_ or whatever standard deviations apart.) It's just like how sequences of flips of a Heads-biased and Tails-biased coin are going to be unique "mosaics" of Heads and Tails, but pretty distinguishable with enough flips—and indeed, with the right stats methodology, [MRI brain scans can predict sex at 96.8% accuracy](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374327/).
+
+Sex differences in the brain are like sex differences in the skeleton: anthropologists can tell female and male skeletons apart (the [pelvis is shaped differently](https://johnhawks.net/explainer/laboratory/sexual-dimorphism-pelvis), for obvious reasons), and [machine-learning models can see very reliable differences that human radiologists can't](/papers/yune_et_al-beyond_human_perception_sexual_dimorphism_in_hand_and_wrist_radiographs.pdf), but neither sex has entire _bones_ that the other doesn't, and the same is true of brain regions. (The evopsych story about complex adaptations being universal-up-to-sex suggests that sex-specific bones or brain regions should be _possible_, but in a bit of _relative_ good news for antisexism, apprently evolution didn't need to go that far. Um, in humans—a lot of other mammals actually have [a penis bone](https://en.wikipedia.org/wiki/Baculum).)
+
+Maybe this should just look like supplementary Statistics Details brushed over some basic facts of human existence that everyone knows? I'm a pretty weird guy, in more ways than one. I am not prototypically masculine. Most men are not like me. If I'm allowed to cherry-pick what measurements to take, I can name ways in which my mosaic is more female-typical than male-typical. (For example, I'm _sure_ I'm above the female mean in [Big Five Neuroticism](https://en.wikipedia.org/wiki/Big_Five_personality_traits).) ["[A] weakly negative correlation can be mistaken for a strong positive one with a bit of selective memory."](https://www.lesswrong.com/posts/veN86cBhoe7mBxXLk/categorizing-has-consequences) But "weird" represents a much larger space of possibilities than "normal", much as [_nonapples_ are a less cohesive category than _apples_](https://www.lesswrong.com/posts/2mLZiWxWKZyaRgcn7/selling-nonapples). If you _sum over_ all of my traits, everything that makes me, _me_—it's going to be a point in the _male_ region of the existing, unremediated, genderspace. In the course of _being myself_, I'm going to do more male-typical things than female-typical things, not becuase I'm _trying_ to be masculine (I'm not), and not because I "identify as" male (I don't—or I wouldn't, if someone could give me a straight answer as to what this "identifying as" operation is supposed to consist of), but because I literally in-fact am male in the same sense that male chimpanzees or male mice are male, whether or not I like it (I don't—or I wouldn't, if I still believed that preference was coherent), and whether or not I _notice_ all the little details that implies (I almost certainly don't).
+
+Okay, maybe I'm _not_ completely over my teenage religion of psychological sex differences denialism?—that belief still feels uncomfortable to put my weight on. I would _prefer_ to believe that there are women who are relevantly "like me" with respect to some fair (not gerrymandered) metric on personspace. But, um ... it's not completely obvious whether I actually know any? (Well, maybe two or three.) When I look around me—most of the people in my robot cult (and much more so if you look the core of old-timers from the _Overcoming Bias_ days, rather than the greater Berkeley "community" of today) are male. Most of the people in my open-source programming scene are male. These days, [most of the _women_](/2020/Nov/survey-data-on-cis-and-trans-women-among-haskell-programmers/) in [my open-source programming scene](/2017/Aug/interlude-vii/) are male. Am I not supposed to _notice_? I could _assert_ that it's all down to socialization and stereotyping and self-fulfilling prophecies—and I know that _some_ of it is. (Self-fulfilling prophecies [are coordination equilibria](/2020/Jan/book-review-the-origins-of-unfairness/).) But I still want to speculate that the nature of my X factor—the things about my personality that let me write the things I do even though I'm [objectively not that smart](/images/wisc-iii_result.jpg) compared to some of my robot-cult friends—is a pattern of mental illness that could realistically only occur in males. (Yudkowsky: ["It seems to me that male teenagers especially have something like a _higher cognitive temperature_, an ability to wander into strange places both good and bad."](https://www.lesswrong.com/posts/xsyG7PkMekHud2DMK/of-gender-and-rationality)) I can't assert _with a straight face_ that all the gaps _must_ vanish after the revolution, because _I've read the literature_ and can tell you several observations about chimps and [congenital adrenal hyperplasia](/images/cah_diffs_table.png) that make that seem _relatively unlikely_.
+
+I was once told by a very smart friend (who, unlike me, is not a religious fantatic), "Boys like games with challenges and points; girls like games with characters and stories."
+
+I said, "I like characters and stories! I think."
+
+He said, "I know, but at the margin, you seem suboptimally far in the challenges and points direction. But that's fine; that's what women are for."
+
+And what evidence could I point to, to show him that he's _bad and wrong_ for saying that, if he's not already religiously required to believe it?
+
+_Alright_. So _in principle_, you could imagine having a PersonApp that maps me to a point in the female region of configuration space in some appropriately structure-preserving way, to compute my female analogue who is as authentically _me_ as possible while also being authentically female, down to her pelvis shape, and the proportion of gray matter in her posterior lateral orbitofrontal cortex, and—the love of a woman for a man. What is she like, concretely? Do I know how to imagine that?
+
+Or if I can imagine it, can I _describe_ it in this blog post? I am presently sorrowful that [(following John Holt)](https://www.greaterwrong.com/posts/S8ysxzgraSeuBXnpk/rationality-quotes-july-2009/comment/DtyDzN5etD4woXtFM) we all know more than we can say. I have mental models of people, and the models get queried for predictions in the course of planning my social behavior, but I don't have introspective access to the differences between models. It's easier to imagine people in hypothetical situations and say things like, "That doesn't sound like something she'd _do_, but _he_ would" (and be correct), than to say exactly it is about her character and his that generated these predictions, such that [my words would paint a picture in your head](https://www.lesswrong.com/posts/YF9HB6cWCJrDK5pBM/words-as-mental-paintbrush-handles) that would let you make your own predictions about her and him without having met them—just like how you're better at recognizing someone's face, than at describing their face in words in enough detail for an artist to draw a portrait.
+
+As a _first-order approximation_, I do have a sister. I think the family resemblance between us is stronger than with either parent. We're about equally intelligent—OK, she's probably smarter than me; [the SAT is pretty](https://www.gwern.net/docs/iq/2004-frey.pdf) [_g_-loaded](/2020/Apr/book-review-human-diversity/#the-length-of-a-hyperellipsoid) and her 1580 (out of 1600) trounces my 2180 (on [the out-of-2400 scale used between 2005 and 2016](https://en.wikipedia.org/wiki/SAT#2005_changes,_including_a_new_2400-point_score), such that 2180 proportionally scales down to 1453 out of 1600). Our dark hair curls into helices with similar radius. We even have similar mannerisms, I think? She's 5′6½″.
+
+But in a lot of ways that matter, we are _very_ different people. When you compare resumés and representative work-samples of what we've _done_ with our (roughly) similar intelligence—her chemistry Ph.D. from a top-10 university, my dropout–autodidact's passion culminating in this _batshit insane_ secret ("secret") blog about the philosophy of science and the etiology of late-onset gender dysphoria in males—it ... paints a different picture.
+
+Of course same-sex siblings would _also_ be different pictures. (Identical twins aren't _duplicates_ of each other, either.) But the advantage of having a sister is that it gives my brain's pattern-matching faculties a target to [sight](https://en.wikipedia.org/wiki/Sight_(device)) against. As a _second_-order approximation, my female analogue is close to being somewhere on the vector in personspace between me and my sister (but not exactly on that line, because the line spans both the difference-betwen-siblings and the difference-between-sexes).
+
+(All this is in accordance with ["Everything is a vector space" philosophy](https://www.lesswrong.com/posts/WBw8dDkAWohFjWQSk/the-cluster-structure-of-thingspace) implied by this blog's [TLD](https://en.wikipedia.org/wiki/Top-level_domain)—if it turns out that something _isn't_ a vector space, I'm not sure I want to know about it. I can hope that my description of the _methodology_ is valuable, even if your brain's pattern-matching faculties can't follow along with the same example, because you haven't met my sister and only know the aspects of me that shine through to the blog.)
+
+Okay. Having supplied just enough language to _start_ to talk about what it would even mean to actually become female—is that what I _want_? I mean, if it's reversible, I would definitely be extremely eager to _try_ it ...
+
+I had said we're assuming away engineering difficulties in order to make the thought experiment more informative about pure preferences, but let's add one constraint to _force_ the thought experiment to be informative about preferences, and not allow the wishy-washy evasion of "I'm eager to _try_ it."
+
+What if I can't just "try" it? What if the machine can only be used once? Or (my preference) if some deep "brain sex" transformation only works once, even if a more superficial motor remapping is easy to do or re-do? Come up with whatever frame story you want for this: maybe the machine costs my life savings just to rent for two minutes, or maybe the transformation process is ever-so-slightly imperfect, such that you can't re-transform someone who's already been transformed once, like a photocopy being a perfectly acceptable substitute for an original document, but photocopies-of-photocopies rapidly losing quality.
+
+In that case, if I have to choose ... I _don't_ think I want to be Actually Female? I _like_ who I am on the inside, and don't need to change it. I don't _want_ to stop loving challenges and points—or women!—in the way that I do. And if I don't know enough neuroscience to have an _informed_ preference about the ratio of gray to white matter in my posterior lateral orbitofrontal cortex, I'm sure it's _probably fine_.
+
+At the same time, the idea of having a female body still seems like _the most appealing thing in the world_. If artificial superintelligence gives me BodyApp to play with for a subjective year and tiles the _rest_ of our future lightcone with paperclips, that's _fine_; I will die _happy_.
+
+So, I guess ...
+
+If I'm being _really_ honest with myself here ...
+
+And I successfully make-believe that I can tell the truth with no consequences on my secret ("secret") blog even though at this point my paper-thin pseudonymity is more like a genre convention rather than providing any real privacy ...
+
+I guess I _want_ to be "a normal [...] man wearing a female body like a suit of clothing."
+
+Is that weird? Is that wrong?
+
+Okay, yes, it's _obviously_ weird and wrong, but should I care more about not being weird and wrong, than I do about my deepest most heartfelt desire that I've thought about every day for the last eighteen years?
+
+This is probably counterintuitive if you haven't been living with it your entire adult life? People have _heard of_ the "born in the wrong body" narrative, which makes intuitive sense: if female souls are designed to work female bodies, and you're a female soul tethered to a male body, you can imagine the soul finding the mismatch distressing and wanting to fix it. But if, as I'm positing for my case, there _is no mismatch_ in any objective sense, then where does the desire come from? How do you make sense of wanting to change physiological sex, for reasons that _don't_ have anything to do with already neurologically resembling that sex? What's really going on there, psychologically?
+
+Part of what makes this so hard to talk about _besides_ it being weird and wrong, is that we don't really understand how our own minds work in a legible way; we just experience things. Even if you're [not sure that other people really see "the same" colors as you](https://www.lesswrong.com/posts/3wYjyQ839MDsZ6E3L/seeing-red-dissolving-mary-s-room-and-qualia) (and you don't know how to [reformulate the question](https://www.lesswrong.com/posts/rQEwySCcLtdKHkrHp/righting-a-wrong-question) [to not](https://www.lesswrong.com/posts/Mc6QcrsbH5NRXbCRX/dissolving-the-question) [be confused](https://www.lesswrong.com/posts/XzrqkhfwtiSDgKoAF/wrong-questions)), you can at least [agree on color _words_](https://www.lesswrong.com/posts/4hLcbXaqudM9wSeor/philosophy-in-the-darkest-timeline-basics-of-the-evolution) by pointing to [Pantone swatches](https://en.wikipedia.org/wiki/Pantone#Pantone_Color_Matching_System), but I'm not sure I have the language to convey the facts about the qualia I associate with the word _autogynephilia_ to someone who doesn't already feel something similar.
+
+But I have to try. A clue: when I'm ... uh. When I'm—well, you know ...
+
+(I guess I can't evade responsibility for the fact that I am, in fact, blogging about this.)
+
+A clue: when I'm masturbating, and imagining all the forms I would take if the magical transformation technology were real (the frame story can vary, but the basic idea is always the same), I don't think I'm very _good_ at first-person visualization? The _content_ of the fantasy is about _me_ being a woman (I mean, having a woman's body), but the associated mental imagery mostly isn't the first-person perspective I would actually experience if the fantasy were real; I think I'm mostly imagining a specific woman (which one, varies a lot) as from the outside, admiring her face, and her voice, and her breasts, but somehow wanting the soul behind those eyes to be _me_. Wanting _my_ body to be shaped like _that_, to be in control of that avatar of beauty—not even to _do_ anything overtly "sexy" in particular, but just to exist like that.
+
+If the magical transformation technology were real, I would want a full-length mirror. (And in the real world, I would probably crossdress a _lot_ more often, if I could pass to myself in the mirror. My face ruins it and makeup doesn't help.)
+
+What's going on here? _Speaking_ of mirrors, the sexologist [James Cantor speculates](https://youtu.be/q3Ub65CwiRI?t=281): mirror neurons. Way, way back in the 1980s, Italian neuroscientists wired up the brains of macaque monkeys with electrodes, and noticed that some of the _same_ brain regions would light up when the monkey grabbed a rasin, and when the monkey watched the _researcher_ eat a rasin. These "mirror neurons" are speculated to form the basis of empathy.
+
+So, the _phrase_ "mirror neurons" is not and _cannot_ be an answer. Real understanding is about detailed predictive models, not [what words to repeat back in school](https://www.lesswrong.com/posts/NMoLJuDJEms7Ku9XS/guessing-the-teacher-s-password). I can't expect to understand the real answer without spending multiple years studying neuroscience, and if I did, I couldn't expect to transmit the model to you in one blog post. (That would be _several_ blog posts.)
+
+Still, the macaque–rasin anecdote is at least _suggestive_ of hypotheses in the _general area_ of, "The brain uses _shared_ representations for 'self' and others, in a way such that it's possible for the part of the brain that computes sexual attraction to 'get confused' about the self–other distinction in a way that manifests as sexual desire to _be_ the object of attraction." Or _something like that_.
+
+One interesting prediction of this story is that if the nature of the "confusion", this—["erotic target location error"](/papers/lawrence-etle_an_underappreciated.pdf) (ETLE)?—is agnostic to the object of sexual attraction, then you should see the same pattern in men with unusual sexual interests. ("Men" because I think we legitimately want to be [shy about generalizing across sexes](/papers/bailey-what_is_sexual_orientation_and_do_women_have_one.pdf) for sex differences in the parts of the mind that are specifically about mating.)
+
+And this is actually what we see. Most men are attracted to women, but some fraction of them get off on the idea of _being_ women—autogynephilia. So if some men are attracted to, say, amputees, we would expect some fraction of _them_ to [get off on the idea of _being_ amputees](/papers/lawrence-clinical_and_theoretical_paralells.pdf)—[_apotemnophilia_](https://en.wikipedia.org/wiki/Body_integrity_dysphoria#History). Some men are, unfortunately, pedophiles, and [some fraction of them get off on the idea of being children](/papers/hsu-bailey-autopedophilia.pdf). Some men are interested in anthropomorphic animals, and [_being_ anthropomorphic animals](https://www.gwern.net/docs/psychology/2019-hsu.pdf)—["furries"](https://en.wikipedia.org/wiki/Furry_fandom).
+
+Once I had an occasion (don't ask) to look up if there was a word for having a statue fetish. Turns out it's called _agalmatophilia_, [defined by _Wikipedia_ as](https://en.wikipedia.org/wiki/Agalmatophilia) "sexual attraction to a statue, doll, mannequin or other similar figurative object", which "may include a desire for actual sexual contact with the object, a fantasy of having sexual (or non-sexual) encounters with an animate or inanimate instance of the preferred object, the act of watching encounters between such objects, or"—_wait for it_ ... "sexual pleasure gained from thoughts of being transformed or transforming another into the preferred object." I don't think the _Wikipedia_ editor who wrote that last phrase was being a shill for the general ETLE hypothesis because it has political implications; I think "among guys who are interested in _X_, some fraction of them want to be _X_" is just _something you notice_ when you honestly look at the world of guys who are interested in arbitrary _X_.
+
+And, and—I've never told anyone this and have barely thought about it in years, but while I'm blogging about all this anyway—I have a few _vague_ memories from _early_ teenagerhood of having transformation fantasies about things other than women.. Like wondering (while masturbating) what it would like to be a dog, or a horse, or a marble statue of a woman. Anyway, I lost interest in those before too long, but I think this vague trace-of-a-memory is evidence for me the thing going on with me being an underlying ETLE-like predisposition rather than an underlying intersex condition.
+
+I don't _know_ the details of what this "erotic target location error" thing is supposed to _be_, exactly—and would expect my beliefs to change a lot if _anyone_ knew the details and could explain them to me—but I think _some story in this general vicinity_ has to be the real explanation of what's going on with me. How _else_ do you make sense of an otherwise apparently normal biological male (whose physical and psychological traits seem to be basically in the male normal range, even if he's one of those sensitive bookish males rather than being "macho") having the _conjunction_ of the beautiful pure sacred self-identity thing _and_, specifically, erotic female-transformation fantasies of the kind I've described?
+
+Am I supposed to claim to be a lesbian trapped inside a man's body? That I _am_ neurologically female in some real sense, and that's the true cause of my beautiful pure sacred self-identity thing?
+
+_Maybe_ that could be spun to seem superficially plausible to those who know me casually, but I don't know how to square that account with the _details_ of my inner life (including the details that I wouldn't blog about if I didn't have to). I think if you used magical transformation technology to put an actual lesbian in a copy of my body, I can imagine her/him having [Body Horror](https://tvtropes.org/pmwiki/pmwiki.php/Main/BodyHorror) at her/his alien new form and wish to be restored to her/his original body on _that_ account, and maybe her/his identification with her/his former sex ("gender") would look _sort of_ like my beautiful pure sacred self-identity thing (if you squint).
+
+But I _don't_ think she/he would spontaneously invent obsessively jacking off to fantasies of being able to magically transform into various _different_ female bodies ... unless she was _already_ into that stuff before being magically transformed into my twin. But ... is that even a thing among many (or any) lesbians? To be clear, there is a _lot_ of porn in this genre! But it seems to mostly be created for and consumed by ... men? Adult human males?
+
+I just don't see any _reason_ to doubt the obvious explanation that the root cause of my gender problems is specifically a bug in _male_ sexuality. I didn't have the fancy vocabulary for it then, but the basic idea seemed pretty obvious in 2005, and seems equally obvious now.
+
+(A "bug" with respect to the design criteria of evolution, not with respect to the human morality that affirms that I _like_ being this way. Some, fearing stigma, would prefer to tone-police "bug" down to "variation", but people who don't [understand the naturalistic fallacy](https://www.lesswrong.com/posts/YhNGY6ypoNbLJvDBu/rebelling-within-nature) aren't going to understand anything _else_ I'm saying, and I want to emphasize that the mirror-neurons-or-whatever and ordinary male heterosexuality weren't functionally optimized to collide like this.)
+
+But it might not be obvious to _everyone_. The detailed exposition above about what it would even mean to change sex is the result of a _lot_ of thinking influenced by everything I've read and learned—and in particular, the reductionist methodology I learned from Yudkowsky, and in even more particular, the very specific warning in "Changing Emotions" (and its predecessor in the Extropians mailing-list archives) that changing sex is a _hard problem_.
+
+We can imagine that a male who was _like_ me in having this erotic-target-location-erroneous sexuality and associated beautiful pure sacred self-identity feelings, but who [read different books in a different order](/2020/Nov/the-feeling-is-mutual/), might come to very different conclusions about himself.
+
+If you don't have the conceptual vocabulary to say, "I have a lot of these beautiful pure sacred self-identity feelings about being female, but it seems like a pretty obvious guess that there must be some sort of causal relationship between that and this erotic fantasy, which is realistically going to be a variation in _male_ sexuality," you might end up saying something simpler like, "I want to be a woman." Or possibly even, "I _am_ a woman, on the inside, where it counts."
+
+(As Yudkowsky [occasionally](https://www.lesswrong.com/posts/3nxs2WYDGzJbzcLMp/words-as-hidden-inferences) [remarks](https://www.lesswrong.com/posts/f4RJtHBPvDRJcCTva/when-anthropomorphism-became-stupid), our _beliefs about_ how our minds work have very little impact on how they actually work. Aristotle thought the brain was an organ for cooling the blood, but he was just wrong; the theory did not _become true of him_ because he believed it.)
+
+What theory I end up believing about myself _matters_, because different theories that purport to explain the same facts can make very different predictions about facts not yet observed, or about the effects of interventions.
+
+If I have some objective inner female gender as the result of a brain-intersex condition, then getting on, and _staying_ on, feminizing hormone replacement therapy (HRT) would presumably be a good idea specifically because my brain is designed to "run on" estrogen. But if my beautiful pure sacred self-identity feelings are fundamentally a misinterpretation of misdirected _male_ sexuality, then it's not clear that I _want_ the psychological effects of HRT: if there were some unnatural way to give me a female body (or just more female-_like_) _without_ messing with my internal neurochemistry, that would actually be _desireable_.
+
+Or, you might think that if the desire is just a confusion in male sexuality, maybe real life body-modding _wouldn't_ be desirable? Maybe autogynephilic men _think_ they want female bodies, but if they actually transitioned in real life (as opposed to just having incompetently non-realistic daydreams about it all day and especially while masturbating), they would feel super-dysphoric about it, because (and which proves that) they're just perverted men, and not actual trans women, which are a different thing. You might think so!
+
+But, empirically, I did grow (small) breasts as a result of [my five-month HRT experiment](/2017/Sep/hormones-day-156-developments-doubts-and-pulling-the-plug-or-putting-the-cis-in-decision/), and I think it's actually been a (small) quality-of-life improvement for approximately the reasons I expected going in. I just—like the æsthetic?—and wanted it to be part of _my_ æsthetic, and now it is, and I don't quite remember what my chest was like before, kind of like how I don't quite remember what it was like to have boy-short hair before I grew out my signature beautiful–beautiful ponytail. (Though I'm _still_ [kicking myself for not](/2017/Nov/laser-1/) taking a bare-chested "before" photo.) I don't see any particular reason to believe this experience wouldn't replicate all the way down the [slope of interventions](/2017/Jan/the-line-in-the-sand-or-my-slippery-slope-anchoring-action-plan/).