AI mu mibereho myiza n'imibereho myiza y'abana
Ibigo bishinzwe imibereho myiza y’abana bifashisha AI kugira ngo bifashe mu kwerekana ihohoterwa no kwirengagiza raporo, mu gihe abashinzwe imibereho myiza bakoresha ibikoresho bya AI mu kugabanya impapuro n’impanuka zishobora kubaho.
Incamake
These high-stakes systems raise some of the sharpest fairness and accountability questions in all of AI.
Kwibira cyane
Iyo umurongo wa telefoni uterefona utangaza ko bishoboka ko abana bafatwa nabi, abagenzuzi bagomba guhitamo niba bakora iperereza. Ibikoresho nka Allegheny Family Screening Tool muri Pennsylvania ibara amanota yingaruka ziva mumibare yubuyobozi - amateka yimibereho yabanjirije, inyungu rusange, inyandiko zinshinjabyaha nubuzima-bwimyitwarire - gushyigikira icyo cyemezo. Ababishyigikiye bavuga ko bituma igenzura rihoraho; abanenga, barimo abanyamakuru na ACLU, baraburira ko bishobora gukumira ubukene no kubogama kw'amoko kuko imiryango ikennye n'Abirabura ihagarariwe cyane muri dataseti ya leta yigiraho. Ishami ry’ubutabera muri Amerika ngo ryasuzumye niba ibikoresho nkibi bivangura ababana n’ubumuga. Kurenga amanota yingaruka, AI yibyara ifasha abashinzwe imibereho myiza yabaturage gutegura inyandiko zerekana, kuvuga muri make dosiye ndende, no guhindura inyandiko, igihe cyubusa kubakiriya bataziguye.
Ubushishozi
Ibyinshi mubyago byimibereho yabana bigenzurwa mubyiciro byatojwe guhanura ibizagerwaho nko kuzongera koherezwa cyangwa gushyirwa hanze yurugo, ukoresheje inyandiko zamateka nkibirango. Akaga ni proxy bias: icyitegererezo cyigira kumyanzuro yashize yikigo, niba rero ibyo byemezo byari bibogamye, amanota arabyara. Kuberako amakuru menshi ya leta abaho mumiryango iciriritse, inshuro zo guhura mbere ziba ikintu gifitanye isano nubukene aho kuba ibyago nyabyo, kuzamura amanota kubaturage bamaze gukorerwa ubushakashatsi.
Ingaruka z'Ingamba
Context and rules
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Kugenzura ubuziranenge
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Build choices
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Kazoza ka AI mu mibereho myiza n'imibereho myiza y'abana
Umwanya urimo ugana ku 'gushyigikira ibyemezo, ntabwo gufata ibyemezo' - kugumisha umuntu mu cyuho, gutangaza ubugenzuzi bw'icyitegererezo, no guha imiryango uburenganzira bwo guhatanira amanota. Tegereza ubugenzuzi bwo kubogama hanze, kugenzura ubumuga-ivangura, hamwe namategeko asobanutse neza ko amanota yingaruka adashobora kuba ishingiro ryonyine ryo gukuraho umwana. Ingaruka-nke, ikoreshwa ridahwitse - gukoresha impapuro, kuvuga mu ncamake inyandiko, hamwe no guhindura - birashoboka kwaguka byihuse kuruta amanota yatanzwe.
Gushyira mu bikorwa Isi
Igikoresho cyo Kugenzura Umuryango wa Allegheny gitanga amanota yingaruka zifasha abashinzwe umurongo wa telefone guhitamo niba bakora iperereza kubyoherejwe nabi.
Gutegura AI kubyara no kuvuga mu ncamake inoti kugirango abashinzwe umutekano bamara umwanya muto mubyangombwa nibindi byinshi hamwe nimiryango
Ibikoresho byo gusobanura ururimi karemano bifasha abashinzwe imibereho myiza kuvugana nabakiriya batavuga Icyongereza no guhindura inyandiko
Isesengura ryisesengura ryerekana urubyiruko rufite ibyago byinshi byo gusaza kubera kurerwa hatabariwemo burundu kugirango ibigo bishobore gushyira imbere serivisi
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI muri Gariyamoshi
Ibibazo bikunze kubazwa
What is AI in Social Work and Child Welfare?
Ibigo bishinzwe imibereho myiza y’abana bifashisha AI kugira ngo bifashe mu kwerekana ihohoterwa no kwirengagiza raporo, mu gihe abashinzwe imibereho myiza bakoresha ibikoresho bya AI mu kugabanya impapuro n’impanuka zishobora kubaho. Izi sisitemu zifatika zizamura bimwe mubibazo bikarishye kandi bibazwa muri AI zose.
Igikoresho cyo Kugenzura Umuryango wa Allegheny gitanga iki?
Igikoresho gitanga amanota yingaruka zamakuru yatanzwe nubuyobozi kugirango ashyigikire abantu basuzuma niba raporo y’imyitwarire mibi itanga iperereza - ni ugushyigikira ibyemezo, ntabwo ari icyemezo cya nyuma.
Niki 'proxy bias' mubyitegererezo byubuzima bwiza bwabana?
Kubogama kwa porokisi bibaho mugihe ibintu byapimwe (nkinshuro zo guhuza ibigo mbere) bifitanye isano nubukene cyangwa ubwoko aho kuba ibisubizo nyabyo icyitegererezo kigamije guhanura.
Ni ukubera iki imiryango ikennye kandi yirabura ishobora kubona amanota menshi muri sisitemu?
Kuberako amakuru menshi yubuyobozi abaho kubantu binjiza amafaranga make kandi bakurikiranwa cyane, ibintu byabanje guhura byerekana amanota yabo nubwo ibyago byukuri bitaba byinshi.
Ni ubuhe bwoko bwo kwiga imashini bukoreshwa mugutanga amanota yimibereho?
Ibi bikoresho mubisanzwe bigenzurwa mubyiciro byatojwe guhanura ibizagerwaho nko kongera koherezwa cyangwa kubashyira, ukoresheje inyandiko zashize nkibisobanuro byamahugurwa.
Ni ubuhe buryo buke bwo gukoresha AI mubikorwa byimibereho bigenda byiyongera vuba?
Ibikorwa rusange bya AI kubikorwa byimpapuro, incamake yama dosiye, hamwe nubusobanuro ntibishobora guhatanwa kuruta gutanga amanota yo guhanura kandi bigenda byiyongera kubusa.