#systemicbias — Public Fediverse posts

The Behavior of LLMs in Hiring Decisions: Systemic Biases in Candidate Selection

https://davidrozado.substack.com/p/the-strange-behavior-of-llms-in-hiring

#HackerNews #LLMs #Hiring #Biases #SystemicBias #CandidateSelection

It’s not #ImposterSyndrome that we women are experiencing. It’s #sexism, #racism, and #SystemicBias in favor of #WhiteMen. https://hbr.org/2021/02/stop-telling-women-they-have-imposter-syndrome #AmEditing

ChatGPT wasn't doing that great in English either. #AI #ChatGPT #SystemicBias

Outside of English, ChatGPT makes up words, fails logic tests, and can't do basic information retrieval.
https://restofworld.org/2023/chatgpt-problems-global-language-testing/

She challenges one #school #book a week. She says she’ll never stop.

The majority of all school book challenges in the 2021-2022 school year came from just 11 people. Meet #JenniferPetersen.

#BookBans #BookBanning #Censorship #Education #Politicization #Library #Literacy #Extremism #SystemicBias #Infantilization #Repression #Oppression #Heterosexism #Hysteria
https://www.washingtonpost.com/education/2023/09/28/virginia-frequent-school-book-challenger-spotsylvania/

I dig into the recently published "Name-based demographic inference and the unequal distribution of misrecognition", by Lockhard, King, and Munsch.

As the paper highlights, what seem like reasonable overall error rates of name-based demographic inference tools quickly degrade into unacceptable (and unpublicized) error rates when looking at intersections of demographics.

#DataScience #SocialScience #SystemicBias

https://www.juliaferraioli.com/blog/2023/influential-articles-jun/

@NSalwen I don’t think it’s effective to reduce an entire gender to such narrowness & to do so will set you up for failure because #intersectionality is completely left out despite it being fundamental to understanding privilege & entitlement. And it is CRITICAL to addressing #systemicbias. “A person's various social & political identities combine to create different modes of discrimination and privilege. Intersectionality identifies multiple factors of advantage and disadvantage”
#BlackMastodon

I love both #gays & #blacks, but this writer has a point here.
I also like to read different views to an issue : 👉

Stop paralleling homosexuality to Blackness

"By banding together, each group(women, gay, blacks, minority groups etc) would lose the individual message of their unique situation."

https://www.thecrimson.com/article/1990/4/24/dont-compare-blacks-and-gays-pbto/

#Blm #Blackness #Racism #Discrimination #Inequality #Slavery #Rape #Poverty #Violence #SystemicBias #EconomicOppression #Homosexuality #Morality #Sexuality

@Wolven @debcha

Wow... that's a hell of a presentation, covering a lot of ground. The Shirley balance thing wow...

There's a lot going on and this may well be of interest to people interested in:

#FacialRecognition #SystemicRacism #AIEthics #AIJobs #SystemicBias #WhiteSupremacy #Photography #Intersectional #IntersectionalFeminism #biometrics #Genocide