IA ci liggéey sosiaal ak jàppale xale
Ay kurel yuy xeexal xale yi deñuy jefandikoo juntuwaay yu bees yi ngir jappale ci ay rapoor ci xañ ak càggante, ci noonu la ligeeykatu sosiaal yi di jëfandikoo ay juntuwaay yu juntuwaay yu bees ngir dagg ay këyitu ligeey ak risku ci kaw suuf.
Résumé
These high-stakes systems raise some of the sharpest fairness and accountability questions in all of AI.
Plongeur bu xóot
When a hotline call reports possible child maltreatment, screeners must decide whether to investigate. Jumtukaay yu melni Allegheny Family Screening Tool ci Pennsylvania xayma poñ risk ci done administratif - taarixu welfare bu njëkk, njariñu mbooloo, done kriminel ak jeffin - ngir jàppale dogal boobu. Proponents say it makes screening more consistent; ŋañkat yi, boole ci taskatu xibaar yi ak ACLU, artu nañu ni munna doon luy tektale ñakk ak beddi xeet ndax te ñakk yi ak njaboot yu ñuul yi deñoo ëppu doole ci done yu nguur gi di jannge. The U.S. Justice Department reportedly examined whether such tools discriminate against people with disabilities. Lu weesu poñ risk yi, IA generatif leegi dafay jàppale liggéeykat sosiaal yi ñu bind ay notu dosiye, tënk dosiye dosiye yu guddu yi, ak tekki këyitu dokimaa, loolu mooy tax ñu mëna jokkoo ak kiliyaan yi ci saasi.
Gis-gis xarala
Royuwaayi risk yi gëna bari ci wàllu wérgi-yaramu xale yi, dañu leen di saytu, ñu tàggat leen ngir ñu mëna wax luy am ci ëlëg, lu ci melni yóbbuwaat ci ëlëg wala ñu def leen ci bitim kër, ñu jëfandikoo dokimaa yu yàgg yi ñuy jëfandikoo ay etiket. The danger is proxy bias: the model learns from past agency decisions, so if those decisions were biased, the score reproduces them. Ginaaw bi nguur gi amee ay done yu bari ci njaboot yu am xaalis bu néew, bariwaayu jokkool ak nit ñi dafay nekk luy méngoo ak ndóol, du risk dëgg, di yokk poñ yi ci askan yiñ jota saytu.
njeextalu pexe
Kontekst bi ak sàrt yi
Xeetu liggéey bi mooy wane ndax xalaati IA yi dina ñu mëna wéy di jëflante ak dëggantaan.
Xool kalite
Teg domen yi deñuy indi jafe-jafe ci ni njuumte yi di doxee ak ci xeetu saytu yi.
Tabax tànneef
Dugalug liggéey bu baax dafay méngale kàttan xarala yi ak def liggéey bi ci kanam.
Ëlëgu IA ci Liggéeyu Askan wi ak Xale yi
Barab bi mingi jëm ci 'ndimbal ci jël dogal, du jël dogal' — tëye nit ci loop bi, siiwal xeetu audit, ak jox njaboot yi yelleef ñu joŋante poñ yi. Xaarandil audit yu bawoo ci biti, saytu ci wàllu laago-diskriminasioŋ, ak sàrt yu gëna leer ni poñ risk mënul nekk benn yoon ngir dindi xale. Jëfandikoo yu néew risk, yu gëna néew luñuy werante - otomatise këyitu liggéey, tënk dokimaa, ak tekki - dina gëna gaaw yaatu gëna poñ risk yi ñuy wax luy waaja am.
Doxal ci àdduna dëgg
Jumtukaayu saytu njabootu Allegheny dafay defar poñ risk ngir jàppale ñiy saytu ci telefon bi ñu xam ndax dina ñu amal lànket ci yónnee fitna
Generatif IA defar ak tënk ay notu dosiye suko defee liggéeykat dosiye yi duñu yàgg di bind ay këyit, ba noppi di gëna yàgg ak seen njaboot
Jumtukaayi tekki làkk wiñ nàmp di jàppale liggéeykat sosiaal yi ñu mëna jokkoo ak kiliyaan yi mënul làkk Àngle ak tekki këyitu dosiye yi
Analyse yiy wax luy waaja am dañuy wane ndaw ñi gëna am risku màgget ci bitti foster care te amul plasement permanent suko defee agence yi mëna njëkka def ay serwiis
Risk yi ak balustrade yi
Wareef yiñ tëral mën nañu dindi prototype yu am doole yi.
Done yu am taarix mën nañu tënk luy lore ci yenn askan.
Sistem yu yàgg yi mën nañu indi ay jafe-jafe ci lëkkaloo ak njëg yu nëbbu.
Roadmap ngir samp gi
Boole ay kàngam ci domen bi, dalee ko ci kaadar jafe-jafe yi ba ci jàngat bi.
Nafar ay yoon ngir saytu ak ay këyit balaa ngay tàmbali.
Teela xool ni ñuy sàmmoonte ak seeni wareef ci wàllu kaaraange.
Defar ko ci ay fase yu leer ci taxawal ak dellu ginaaw.
Weyal di banneexu
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Gis bi ci topp
IA ci saxaar yi
Laaj yi ñuy faral di laaj
What is AI in Social Work and Child Welfare?
Ay kurel yuy xeexal xale yi deñuy jefandikoo juntuwaay yu bees yi ngir jappale ci ay rapoor ci xañ ak càggante, ci noonu la ligeeykatu sosiaal yi di jëfandikoo ay juntuwaay yu juntuwaay yu bees ngir dagg ay këyitu ligeey ak risku ci kaw suuf. These high-stakes systems raise some of the sharpest fairness and accountability questions in all of AI.
Lan la jumtukaayu depistaasu famiy Allegheny di defar?
Jumtukaay bi dafay defar ay poñ risk ci done administratif ngir jàppale ñiy saytu nit ñi ñu xam ndax rapooru metital dafa wara amal lànket - dafay jàppale dogal, du dogal bu mujj.
Luy 'prexy bias' ci misaali risku wérgi-yaramu xale?
Proxy bias dafay am su amee màndarga buñ mëna natt (lu melni bariwaayu jokkoog agence bi njëkk) mu méngoo ak ndóol wala race moo gën njariñ li model bi bëgga wax luy am.
Lan moo waral njaboot yu néew doole yi ak yu ñuul yi di am poñ yu bari ci sistem yii?
Ndax amna ay done administratif yu bari ci askan yu am xaalis bu néew ak yu ñuy saytu bu baax, man-mani jokkool bu njëkk bi dafay yokk seen poñ doonte risk bi gënawul.
Ban xeetu jàngu masin lañuy gëna jëfandikoo ngir joxe poñ ci risku wérgi-yaramu xale yi?
Jumtukaay yooyu dañuy faral di nekk ay classifier yu ñuy saytu yuñ tàggat ngir seetlu njariñ yu melni re-referral wala plasement, jëfandikoo dokimaa yu njëkk ni done yuñ etikete ci tàggat.
Ban jëfandikoo IA bu gëna néew risk ci liggéeyu askan wi mooy gaawa yokk?
Generatif IA ngir këyitu liggéey, tënk dosiye yi, ak tekki làkk, gëna néew luñu koy werante ni poñ risk yi ñuy wax luy waaja am, te mingi yaatu ngir am jotu liggéeykat yi.