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

@jkn Yes, I think that's the unfortunate reality of mainstream centralized financial instruments. They can use everything, including their biases and beliefs about your ethnicity, to freeze the funds you have contributed for many years. You have the right to take action and seek legal advice regarding their freezing of your funds, which is happening solely for one reason that they are questioning. #BankingDiscrimination #FinancialRacism #FrozenFunds #EthnicBias #UnfreezeMyMoney #LegalAction #BankAccountLock #FinancialJustice #SystemicBias #EconomicRights #FundsHostage #BankingReform #DiscriminatoryPractices #FinancialInclusion #AccountFreeze #BankingWhileBrown #ClassAction #ConsumerProtection #DefundBias #BankTransparency

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

When there’s no oversight, feral behaviour is the result: the Canadian injustice system that protects its power instead of delivering justice.

#Injustice #SystemicBias #PowerNotJustice
#BadCopsBadJudges
#FascistPower

https://www.cbc.ca/news/canada/manitoba/rcmp-assault-charge-stayed-police-prosecutions-1.7039649

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

#Cdnpoli #AshleyBurkeBias #CBC #Misrepresentation #YellowJournalism #PsychOps #Propaganda #SystemicBias #CdnMedia #CdnMediaFailed

Reservist acquitted of sexual assault sues military for millions of dollars in damages.

If the intent was not to show total injustice by a lie of omission, and the Author not biased by intent or ignorance it would have said

Man found guilty by Judge & subsequently acquitted ..

The article was structured to decieve

https://www.cbc.ca/news/politics/orman-savage-sues-military-11-million-damages-sexual-assault-1.6821021

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

Some powerful reflections on the unconscious editorial decisions that shape narrative here from 2014: How I sanitized the feminist outrage over the Montreal massacre

"No one told me what not to write, but I just knew, in the way I knew not to seem strident in a workplace where I’d already learned how to laugh at sexist jokes..."

http://ottawacitizen.com/news/national/page-how-i-sanitized-the-feminist-outrage-over-the-montreal-massacre #journalism #systemicbias