“Define ‘WOMAN’”

“The idea of two sexes is simplistic. Biologists now think there is a wider spectrum than that.”
Ainsworth, C. Sex redefinedNature518, 288–291 (2015). https://doi.org/10.1038/518288a

Source: https://twitter.com/aceofdiamonds/status/1634115932313251840?s=46&t=iCKk3zEEX9mB7PrI1A3EDQ

I discovered this enlightening post via @jehannamama on Twitter. I adapted it a bit and started adding references to support the call toward scientific rational views on pluralistic attributes in nature.

Update (11 March 2023): @jehannamama followed up with what is claimed by John Bonazzo  and his online Observer article of March 2017 as the original author: Facebook user Grace Ann (formal name Grace Pokela), a “biology teacher at Arlington High School in Lagrangeville, New York.” Bonazzo’s article offers references. Some are included here below as well.

——

“define woman”:

Person A: 

“In a sexual species, females have two X chromosomes and males have an X and a Y, I’m not a bigot it’s just science.”

Person B:

“First of all, in a sexual species, you can have females be XX and males be X (insects), [1] you can have females be ZW and males be ZZ (birds), [2] you can have females be females because they developed in a warm environment and males be males because they developed in a cool environment (reptiles),[3] you can have females be females because they lost a penis sword fighting contest (some flatworms),[4]  you can have males be males because they were born female, but changed sexes because the only male in their group died (parrotfish and clownfish), [5] you can have males look and act like females because they are trying to get close enough to actual females to mate with them (cuttlefish, bluegills, others), [6]  or you can be one of thousands of sexes (slime mold, some mushrooms.) [7] 

Oh, did you mean humans? Oh ok then. 

You can be male because you were born female, but you have 5-alphareductase deficiency and so you grew a penis at age 12. [8] You can be female because you have an X and a Y chromosome but you are insensitive to androgens, and so you have a female body. [9] You can be female because you have an X and a Y chromosome but your Y is missing the SRY gene, and so you have a female body. [10] You can be male because you have two X chromosomes, but one of your X’s HAS an SRY gene, and so you have a male body. [11] You can be male because you have two X chromosomes- but also a Y. [12] You can be female because you have only one X chromosome at all. [13] And you can be male because you have two X chromosomes, but your heart and brain are male. And vice versa. [14]

Don’t use science to justify bigotry. The world is way too weird for that biased stuff.”

and then some:

A host of factors figure into whether someone is biological (and cultural) female, male or somewhere in between

Female Hummingbirds Masquerade as Males to Avoid Harassment

Radiolab Presents: Gonads plunges into the mysterious world of human reproduction.

The way we think about biological sex is wrong

Bird-like sex chromosomes of platypus imply recent origin of mammal sex chromosomes

De Aloof, Arnold. (2018). Only two sex forms but multiple gender variants: How to explain? IN: Commun Integr Biol. 2018; 11(1): e1427399. Published online 2018 Jan 31. doi: 10.1080/19420889.2018.1427399

Dumic, M., Karen Lin-Su, et al. (2007, 2008). Report of Fertility in a Woman with a Predominantly 46,XY Karyotype in a Family with Multiple Disorders of Sexual Development. IN: J Clin Endocrinol Metab. 2008 Jan; 93(1): 182–189. Published online 2007 Nov 13. doi: 10.1210/jc.2007-2155

Montañez, Amanda (2017, Sep 1 ). Beyond XX and XY: The Extraordinary Complexity of Sex Determination. Scientific American.

N. Ortiz, M.E. Ré, First report of pseudohermaphroditism in cephalopodsJournal of Molluscan Studies, Volume 72, Issue 3, August 2006, Pages 321–323, https://doi.org/10.1093/mollus/eyl011

woman?, man? Plant!
https://www.chicagobotanic.org/blog/plant_science_conservation/amazing_plant_changes_gender_year_year

ScienceVet writing a tweet thread with references about the spectrum of biological sex (and not cultural gender) @ScienceVet2 (or see here below for the same content)

Kesslen, B. (2022). A rapid-onset gender theory. MIT Technology Review, 125(5), 84–87. : The article discusses a study by Lisa Littman about a trans contagion called rapid-onset gender dysphoria (ROGD). Topics include the claim of the theory about young people with ROGD, a comment that questioned Littman’s method issued by “PLOS,” a peer-reviewed open-access journal after its publication in August 2018, and one reason for the success of Littman’s paper.


References

[1]

[1.1] https://www.nature.com/scitable/definition/xx-xo-system-85/ 

[1.2]https://en.wikipedia.org/wiki/X0_sex-determination_system

[1.3] Kaiser, V. B., & Bachtrog, D. (2010). Evolution of sex chromosomes in insects. Annual review of genetics44, 91–112. https://doi.org/10.1146/annurev-genet-102209-163600

[2] 

Stevens L. (1997). Sex chromosomes and sex determining mechanisms in birds. Science progress80 ( Pt 3), 197–216.

[3]

[3.1] Environmental Sex Determination. https://www.ncbi.nlm.nih.gov/books/NBK9989/

[3.2] How is the gender of some reptiles determined by temperature? https://www.scientificamerican.com/article/experts-temperature-sex-determination-reptiles/ 

[3.3] https://www.newscientist.com/article/dn11669-genes-versus-heat-a-reptile-sex-trigger/ 

[3.4] What causes a sea turtle to be born male or female? https://oceanservice.noaa.gov/facts/temperature-dependent.html 

[4]

[4.1] Ramm, S.A. (2017), Exploring the sexual diversity of flatworms: Ecology, evolution, and the molecular biology of reproduction. Mol. Reprod. Dev., 84: 120-131. https://doi.org/10.1002/mrd.22669

[4.2] The sexual battles of flatworms: https://www.nationalgeographic.com/science/article/the-sexual-battles-of-flatworms-barbed-sperm-mating-rings-traumatic-insemination-and-going-down-on-yourself-2

[4.3.] https://www.reed.edu/biology/professors/srenn/pages/teaching/web_2010/AmeliaMegana2/ 

[5]

[5.1] Cardwell, J. R., & Liley, N. R. (1991). Hormonal control of sex and color change in the stoplight parrotfish, Sparisoma viride. General and comparative endocrinology81(1), 7–20. https://doi.org/10.1016/0016-6480(91)90120-u 

[5.2] https://www.ucdavis.edu/curiosity/news/male-size-advantage-drives-evolution-sex-change-reef-fish 

[5.3] Casas, L., Saborido-Rey, F., Ryu, T. et al. Sex Change in Clownfish: Molecular Insights from Transcriptome Analysis. Sci Rep 6, 35461 (2016). https://doi.org/10.1038/srep35461 

[6] 

[6.1] Norman, M. D., Finn, J., & Tregenza, T. (1999). Female impersonation as an alternative reproductive strategy in giant cuttlefish. Proceedings of the Royal Society B: Biological Sciences266(1426), 1347. https://doi.org/10.1098/rspb.1999.0786 

[6.2] Garner, S. R., & Neff, B. D. (2013). Alternative male reproductive tactics drive asymmetrical hybridization between sunfishes (Lepomis spp.). Biology letters9(6), 20130658. https://doi.org/10.1098/rsbl.2013.0658 

[7]

[7.1] This Fungus Has More Than 17,000 Sexes: https://www.the-scientist.com/news-opinion/this-fungus-has-more-than-17-000-sexes-69930

[7.2] https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1010097  

[8]

[8.1] https://medlineplus.gov/genetics/condition/5-alpha-reductase-deficiency/ 

[8.2] https://www.ncbi.nlm.nih.gov/books/NBK539904/ 

[8.3] https://www.sciencedirect.com/topics/medicine-and-dentistry/5-alpha-reductase-deficiency 

[9]

[9.1] https://medlineplus.gov/genetics/condition/androgen-insensitivity-syndrome/ 

[9.2] https://www.nhs.uk/conditions/androgen-insensitivity-syndrome/causes/ 

[10]

[10.1] https://www.genome.gov/about-genomics/fact-sheets/Y-Chromosome-facts

[10.2] https://medlineplus.gov/genetics/gene/sry/ 

[10.3] Margarit, E., Coll, M. D., Oliva, R., Gómez, D., Soler, A., & Ballesta, F. (2000). SRY gene transferred to the long arm of the X chromosome in a Y-positive XX true hermaphrodite. American journal of medical genetics90(1), 25–28. https://doi.org/10.1002/(sici)1096-8628(20000103)90:1<25::aid-ajmg5>3.0.co;2-5 

[11]

[11.1] https://en.wikipedia.org/wiki/XX_male_syndrome  

[11.2] https://www.sciencedirect.com/topics/medicine-and-dentistry/xx-male-syndrome 

[12]

[12.1] https://www.nhs.uk/conditions/klinefelters-syndrome/  

[12.2] https://medlineplus.gov/genetics/condition/klinefelter-syndrome/

[13]

[13.1] https://www.nhs.uk/conditions/turner-syndrome/  

[13.2] https://rarediseases.info.nih.gov/diseases/7831/turner-syndrome  

[14]

[14.1] See [12]

[14.2] Sawalha, A. H., Harley, J. B., & Scofield, R. H. (2009). Autoimmunity and Klinefelter’s syndrome: when men have two X chromosomes. Journal of autoimmunity33(1), 31–34. https://doi.org/10.1016/j.jaut.2009.03.006 

Source of the above text: https://twitter.com/jehannamama/status/1633579258931994632?s=46&t=iCKk3zEEX9mB7PrI1A3EDQ

—————-/

ScienceVet’s thread pasted here for convenience:

ScienceVet writing a tweet thread with references about the spectrum of biological sex (and not cultural gender) @ScienceVet2 :

the thread:

So. Hi new people! Apparently, we’re gonna talk about sex. Like physical sex! Because… there’s some confusion. 

First, sex defined: We’re talking physical sex here, not gender. Body parts, hormones, and genetics (and more). 

Biological sex is a spectrum

/1

Ok, everyone’s super familiar with the XX/XY dichotomy, right? Yeah, what we all learned in like… 4th grade? And that’s great, it gives you a starting point. But it’s… well it’s only the very starting point. 

The IDEA is, XX is girl, XY is boy, right? 

/2

Welllll… that’s not totally right. There are XY people, who have ovaries! And give birth! AH! And XX people who have male bodies and functional sperm! Double AH!

/3

These are usually written off as “abnormalities” and indeed, some cases have medical issues. But many don’t (like the XY woman giving birth). And this is really only the very very tip of the iceberg of “wait, that doesn’t fit into our M or F box unless we make it bigger”

/4

There’s a WHOLE HOST of things that can cause all sorts of “weird” things to happen, ranging from genetic (XXY, XYY, Y, X, XX with translocation, XY with deletion) to hormonal (Androgen Insensitivity, Estradiol failure), and disruptors like dioxins

/5

So, you’re a scientist, and you want to research stuff, right? Which means you have to categorize stuff. Without categories, data is hard! So you take allll these people, including the “weird” ones and you plot them on a graph. Logical! 

/6

You use all the differences there are, different genetics, different responses to hormones, different effectiveness in signalling pathways, different sizes in Aanteroventral periventricular nucleus (AVPV) (yeah that’s a thing) and give everything numbers, add them up. 

/7

You get what’s called a bimodal distribution (mostly, we’ll get to that later) Which looks like this. Those two big peaks are what we call “male” and “female” (even conveniently colored pink for boys and blue for girls – we are using victorian gender colors right?)

/8 

Now, when you’re trying to look at data, we often group stuff. When we do that with a plot like this, it’s called a “histogram.” Basically we’re breaking down a curved line into discrete “bins.” Like this (image stolen from the web). 

/9 

Traditionally, we’ve used REALLY BIG bins for this when talking about sex. Basically you either group everything vaguely near a peak into the peak, or you just pretend there’s nothing else but the biggest peaks. This makes it super easy, because 2 is simple to do data with.

/10

However, as we’ve gotten to know more and more about signaling and brains and hormones and started to pay more attention to the outliers where standard stuff just didn’t seem to work, we discovered that this isn’t a great model to use. 

/11

Now I’m not talking feelings here. I’m talking about data. As you start to look at anything interesting, like say the effects of 2,3,7,8-Tetrachlorodibenzo-P-dioxin on animals, you start to realize that a 2 bin model doesn’t predict your results well. 

/12

At first you say, “Well it was just weird.” So you redo it, and it still doesn’t work. So you look at your model and you say, “Well ok, what if the model’s wrong?”

But the model sort of… almost predicts a lot of things, and it worked for years, so…

/13

Some enterprising soul says, “Hey, remember that histogram where we said we’ll just model using the peaks?” And everyone goes, “Uh, yeah?” And they say, “What if we… USED that data?” And everyone groans, because complicated data is hard. 

/14

But someone sits down and does the work, and lo, wow the model starts to work again. Where TCDD was “randomly” turning some boys into girls but then some girls into boys, now you can see there’s a subgroup of what you’d called “female” that responds like the “male”

/15

What’s important here is that you haven’t MISLABELED males as females. These are functional “females” who can do all the usual “female” things like gestate babies. But they respond to this one endocrine disruptor in a “male” way. 

/16

So you add another two categories, call them “Male2” and “Female2” and go on, happy that your model works! You’ve got 4 sexes now, but you don’t really have to tell anyone that, right?

/17

Exceeeept then you remember you’ve got those XY people that gestate babies. So you add “Intersex1” And then the XX people with penes… and ovaries? Ok, “Intersex2” because all these groups respond differently with signalling and brains when you get into the weeds

/18

And the more you look, the more we LEARN, the more we’re able to separate out those fine differences. Depending on what we’re doing, we may not care. If a doc is giving you aspirin, it probably isn’t a big deal. 

/19

But if they’re using a steroid on you? Or treating dioxin poisoning? THAT SHIT COULD BE IMPORTANT. It’s like saying, “the light’s off so the power must not be flowing.” It really matters if the light’s off because the bulb blew. 

/20

If we go back to that histogram plot, we can keep breaking down your biological sex into smaller and smaller differences in brain areas, hormone levels, signalling differences, genetic variances. There’s nothing stopping us from binning EVERY INDIVIDUAL into their own bin.

/21

Technically, this wouldn’t be “infinite sexes” but 7.4 billion sexes is functionally close for our brains. Now, our medicine isn’t advanced enough for THAT level of detail to make any difference. BUT IT MIGHT BE in the future. Individualized medicine!

/22

The thing to remember is that this isn’t “new.” We’re not ‘inventing sexes’ here. Sex has ALWAYS been this curve. We were just using REALLY BIG bins. And now we’re realizing that that’s not representative of biology, it’s inhibiting understanding of medicine and biology

/23

In case anyone’s curious, this isn’t ideology. This is because I had to figure out why my data didn’t match the prediction. Those rats I mentioned? Yeah, my lab. And lab rats are a really pure genetic monoculture, and they STILL don’t fit the two peak model well.

/24

So, since it’s come up, an addendum!

Yes, we looked at other things we could do to make our data fit the existing model, that’s how science works! The ONLY way the data fit was if we let “sex” be more than just those two narrow peaks. 

/25

Models purpose in science is to predict. If they don’t predict correctly, first we check if we’ve measured the data correctly, and repeat the experiment a couple more times. If it still doesn’t fit, we have to look at the model. 

/26-1

Intersex! Because I didn’t specifically mention this. 

“Intersex” is a grouping bin used for a lot of the “middle ground” of the spectrum between the “male” and “female” peaks. Any situation where easily assigning the person to one of those two peaks is challenging. 

/26-2

Intersex! Because I didn’t specifically mention this above.

“Intersex” is a term used to collectively speak of the “middle ground” of biology where people can’t easily be binned into those two big “male” and “female” peaks. It can include a large range of biology

/27

It is worth noting that I never talk about transgender in this thread. Intersex is not the same as transgender. You can be one without the other, or be both. 

/28

For people who think this is just “outliers” 

Current estimates are that the intersex population is at least 2%. We know that’s low because there are a lot of “invisibly intersex” people. That means AT LEAST 150 million people in the world. 

/29I apologize for the failure to use the word “intersex” higher up in the discussion. Many people in the middle ground (including the XY person who can carry a child, for example) use this term. I cannot go back and edit the thread, and apologize for my overly clinical description.Part of the purpose of the thread, which may have failed, was to point out that “intersex” is not a condition, it is not a disease. It’s natural with a bimodal distribution. Science not only supports this, it suggests that ignoring intersex people makes your conclusions wrongFor those curious to learn more about the less clinical “these things exist” side of intersex people, I recommend:

The Intersex Roadshow

Intersex people are supposed to lie low, be hidden with surgical camouflage, and keep shamefully quiet. Not us.

Here is a solid explanation of the embryology of sex organs and how that relates to a sex spectrum and intersex people. 

The Phalloclitoris: Anatomy and Ideology

This is a diagram of our shared heritage–yours and mine. It is a drawing of the genitalia we all start out with in the womb…”

https://intersexroadshow.blogspot.com/2011/01/phalloclitoris-anatomy-and-ideology.html

A human result of the scientific conclusion that sex is a spectrum and intersex people are a perfectly normal result of nature, is that there is no scientific rationale for medically (or culturally) forcing people into those two peaks.

A note here that I am muting the thread, not because I don’t want to respond but because I did not expect it to blow up so much, and I have family and work to take care of. I’ll try to wander back, but can’t guarantee how much it will be.

Another addition, because a couple people have asked about it. 

It’s important to note that there are other people who traditionally haven’t fallen into the “intersex” category, but also don’t fall into the clearly defined peaks either.

For example: XX people with female secondary sex characteristics, and ovaries who won’t menstruate and can’t carry a child without adding external (exogenous) estrogen. People like this often have difficulties finding good endocrinology care.

One more note here: This was meant to be an informational thread, based on my own data/experience as a scientist. I am not the be-all end-all of science and don’t claim to be. There are rational scientists who disagree with me.

Neither, though, do I have time for a full-on scientific debate on Twitter. Maybe we can talk at an Endocrine Society meeting or something. Unfortunately, I do have a life and stuff to do. And Twitter pays no bills.

Many people have asked for reading and papers. This is an opinion piece, which I largely agree with, that references some of the more common human-based scientific papers people use to discuss this issue. Others interpret these same studies differently nature.com/news/sex-redef…

And one more note that “spectrum” does not mean that there aren’t clusters of people. Just like the spectrum of human voice range has more baritones than super-bases.Several people have asked about the physical structures of brains that differ between sex. This work ties in neatly with what I was saying above. There’s many systems and pieces of physiology that each vary, along with the sum-brain/behavior that results. 

https://www.sciencemag.org/news/2015/11/brains-men-and-women-aren-t-really-different-study-finds

As this is twitter, and I’m not speaking as a representative of an institution or as part of my job, I have not shared proof of my credentials. I don’t want to risk labs/schools I’ve worked with (or family) getting harassed when they didn’t volunteer that information.I know that makes things more difficult for those trying to do their research, but it’s the reality of the platform.

But I can provide some more sources for those actually interested. They include some fairly heavy duty science, but some are open access/free for allSources:
These deal with the fact that the sexually dimorphic brain, similar to most sex differences, does not fall into a hard binary readout – but rather is on a continuum or spectrum with each cell and each brain region comprised of varying degrees of ‘male’ and ‘female’Hines M (2005). Brain Gender. Oxford University Press: Oxford

Joel D, McCarthy MM (2016). Incorporating sex as a biological variable in neuropsychiatric research: where are we now and where should we be?

Neuropsychopharmacology 

Incorporating Sex As a Biological Variable in Neuropsychiatric Research: Where Are We Now and Where Should We Be? – PubMed

“Understanding the multiplicity of ways in which sex can alter the brain is essential to crafting policies and treatments that are beneficial for all human beings. “

https://www.ncbi.nlm.nih.gov/pubmed/27240659

This paper deals with the complications of epigenetics that can divert the genetic sex and gonadal hormone pathways in subtle ways to produce large trajectory changes. Epigenetics plays a large role in estrogenic apoptosis via DNA methylation.Gregg C, Zhang J, Weissbourd B, Luo S, Schroth GP, Haig D et al (2010). High-resolution analysis of parent-of-origin allelic expression in the mouse brain. Science 329: 643–648

High-resolution analysis of parent-of-origin allelic expression in the mouse brain – PubMed

Genomic imprinting results in preferential expression of the paternal or maternal allele of certain genes. We have performed a genome-wide characterization of imprinting in the mouse embryonic and adu…https://www.ncbi.nlm.nih.gov/pubmed/20616232

This one with the interactions between social experience and biology

Springer KW, Mager Stellman J, Jordan-Young RM (2012). Beyond a catalogue of differences: a theoretical frame and good practice guidelines for researching sex/gender in human health. Soc Sci Med 74: 1817–1824

Beyond a catalogue of differences: a theoretical frame and good practice guidelines for researching sex/gender in human health – PubMed

Extensive medical, public health, and social science research have focused on cataloguing male-female differences in human health.“

https://www.ncbi.nlm.nih.gov/pubmed/21724313@mentions

on the heterogeneity of brains: 

Joel & Sterling 2016. Beyond sex differences: new approaches for thinking about variation in brain structure and function. Philos Trans R Soc Lond B Biol Sci. 2016 Feb 19; 371(1688) 

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785909/

——- end of thread

<< Stories in Silences >>


When
they who came
before me, and you, and we,
immersed the temple,

centered
in our town’s square,
with thousands of years
told as eagle-eyed eons

of culture
and our human
utterances and acts,

with there

the executions
against
its outer northern wall:
blue

a birth
below
its southern colored stained glass:
red

with

its rebuilt
after
the great fire:
green

and

then again
following
the dreadful invasion:
indigo

there

might be
a yellowing narrative
or two

I or you could distill in stillness, white

in an expansive sense,
from its walls and artifacts
and curved brown whisper-walls.

However,

it has remained eerily quiet,
not one grayish word,
yet to reply us

in vocalizations
of English, French,
caramel Cantonese,
or x, y or z.

Neither

the ant colony
under
its thousand years old tree

nor
the tree
have spoken to us

nor
the decaying
lady’s slipper

stuck
beneath that thick crusty root.

And yet, and yet,

stories
sprout and stream
as richly colored

as Blue Tango
or Hawaiian Hibiscus
into our brain
when we simply

swirl our eyes
listening across this scene
where silences

became

artifice and art
as a loud landscape
of paused hush

—animasuri’23

Thank you, Ms. Borg, for bringing silence, paused in between and at endings prolonged.

<< Mirrors of mist & Ignorance >>

In play with Gordon Gallup Jr.’s Mirror test, here is a human-generated digitized visual steppingstone sequence, triggering ethos (ethics), pathos (emotion, passion) and logos (logic, semiotics) toward today’s techne (technique, technology).

This visual sequence (see visual references here below ), or any like it, could be offering us imaginary and livable hints of recursive escapisms by human-made ghosts into, and from, the dopamine triggering and-or fear mongering Droste-effected Parroting infinite Mirrors, AI Mirrors and Mirror Tests, Stochastic Narcissistic idealized self-satisfactions (see TikTok aesthetic video filters for human young-ified and stereotypically hyper-reinforced beautified appearances), Human-to-artifact Feedback spirals, Visually-polished Echo-chambers, mechanomorphist reductions of human experiences and more pleasantries and crunchy pastries of our real virtualities .

Following the above poetic listing (or poetry at its worst), one might sense an aversion or dizziness. However, the generative nature was all human. The artificial versions thereof are even more mechanized in quantity and mesmerizing with qualities which we too eagerly impose onto them.

The mechanically overproduced simulacra are alive and kicking, even if formal logic were to denounces these; statistics generates its offspring as if a Cornu Copia of Fast Fed Content saturations.



Pere Borrel’s Escaping Criticism Retrieved February 15, 2012 from http://upload.wikimedia.org/wikipedia/commons/c/cc/Escaping_criticism-by_pere_borrel_del_caso.png

Dr Mickey Samuni-Blank (Moshe Blank) and Gordon Gallup Jr.’s Mirror test. Edited visual. Last retrieved 4 March 2023 from https://commons.m.wikimedia.org/wiki/File:Mirror_test_with_a_Baboon.JPG#mw-jump-to-license
Droste effect | Recursion
Source: https://upload.wikimedia.org/wikipedia/commons/d/d9/Droste_Cacao_Alcalinise_blikje%2C_foto4.JPG
Michelangelo Merisi da Caravaggio‘s Narcissus . 1594-1596. Oil on Canvas.


Droste Effect:

https://www.josleys.com/article_show.php?id=82

AI Mirror Test:

https://www.theverge.com/23604075/ai-chatbots-bing-chatgpt-intelligent-sentient-mirror-test

Parrots

Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell. 2021. On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜 In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (FAccT ’21). Association for Computing Machinery, New York, NY, USA, 610–623. https://doi.org/10.1145/3442188.3445922

mechanical reproduction

Benjamin, W. (1935). The Work of Art in the Age of Mechanical Reproduction.

from nothingness to everything everywhere all the time
Boudrillard, J.(1981 ). Simulacres et Simulation.