What happens
Key scholarship
Pushback
How do trans people experience sexual policing?
read as deceptive or as sex workers by default; "walking while trans" arrests; "trans panic" defenses; desired in secret, excluded in public (87.5% of ~1,000 surveyed would not date a trans person)
Spade 2011, administrative violence · Bettcher 2007, "deceivers" · Serano 2007, transmisogyny · Blair & Hoskin 2019
NY "walking while trans" law repealed 2021 · trans panic defense banned, California 2014
How does transition alter the power dynamics?
transition exposes the bargain from inside: trans men often report gaining credibility at work; trans women report losing it and gaining sexual surveillance
Schilt 2010, Just One of the Guys? · Serano 2007 · Stone 1987
trans testimony as evidence that power follows how you are read, not biology
What happens when "men/women" isn't the unit?
Sanday, Kandiyoti, and double-standard studies code two sexes; nonbinary, intersex, and Two-Spirit people fall out of the data; the binary itself was a colonial export
Lugones 2007, coloniality of gender · Oyěwùmí 1997 · Butler 1990 · Two-Spirit, 1990
code positions of power (owner/owned, legible/illegible), not sexes
How do nonbinary people experience dating-app classification?
labels added (OkCupid 2014, Tinder 2016) while matching and filters stay binary; nonbinary users report being shown to few people; trans users reported and banned
Hutson et al. 2018, "Debiasing Desire" · Bruch & Newman 2018 · Blair & Hoskin 2019
self-described fields, no gender-gated filters, text-first queer apps
How do trans sex workers experience platform governance?
profiled offline and online: loitering arrests, then shadowbans and deletions after FOSTA; trans women of color hit hardest
Namaste 2000, Invisible Lives · Mock 2014 · Blunt & Stardust 2021 · Hacking//Hustling, "Erased," 2020
worker-run platforms, mutual aid, decriminalization (New Zealand 2003)
How do AI systems reproduce or disrupt gender categories?
gender-recognition AI sorts faces M/F; worst on trans men; cannot see nonbinary people at all; models trained on scraped sex work content
Keyes 2018 · Scheuerman et al. 2019 · Buolamwini & Gebru 2018 · Costanza-Chock 2020, Design Justice
refuse to infer gender; consent-based data; Q, the genderless voice, 2019