AI muSocial Work uye Child Welfare
Masangano ekuchengetedza vana ari kushandisa kufungidzira AI kubatsira kuongorora kushungurudzwa uye kuregeredza mishumo, nepo vashandi vezvemagariro vanoshandisa maturusi eAI kucheka mapepa uye njodzi yepasi.
Pfupiso
These high-stakes systems raise some of the sharpest fairness and accountability questions in all of AI.
Kudzika Kwakadzika
Kana runhare rwehotline rukashuma kubatwa zvisina kunaka kwevana, vanoongorora vanofanirwa kusarudza kuti voferefeta here. Zvishandiso zvakaita seAllegheny Family Screening Tool muPennsylvania zvinoverengera njodzi kubva kudhata rekutonga - nhoroondo yemagariro epamberi, mabhenefiti eruzhinji, marekodhi ehutsotsi uye ehutano - kutsigira danho iri. Vatsigiri vanoti zvinoita kuti kuongorora kuenderane; vatsoropodzi, kusanganisira vatapi venhau neACLU, vanoyambira kuti inogona kubatanidza urombo uye rusaruraganda nekuti mhuri dzevarombo uye dzevatema dzinomiririrwa zvakanyanya mumaseti ehurumende aanodzidza kubva. Bazi rezvemitemo reU.S. rinonzi rakaongorora kana midziyo yakadaro ichisarura vanhu vakaremara. Kupfuura njodzi, generative AI ikozvino inobatsira vashandi vezvemagariro kunyora zvinyorwa zvekesi, kupfupisa mafaera ekesi refu, uye magwaro ekushandura, nguva yemahara yekuonana nevatengi.
Technical Insight
Mazhinji emhando dzengozi dzekuchengetwa kwevana ndeanotariswa mukirasi akadzidziswa kufanotaura mhedzisiro yakadai seremangwana rekutumira kana kuiswa kunze kwemba, vachishandisa marekodhi enyaya semalebula. Njodzi ndeye proxy bias: modhi inodzidza kubva kune dzakapfuura sarudzo dzeagency, saka kana izvo sarudzo dzaive dzakarerekera, mamakisi anoaburitsa. Nekuda kwekuti data rakawanda rehurumende riripo pamhuri dzine mari shoma, kuwanda kwekutanga kuonana kunove chinhu chine hukama nehurombo pane njodzi chaiyo, kuwedzera zvibodzwa kunharaunda dzakamboongororwa.
Strategic Impact
Mamiriro ezvinhu nemitemo
Mamiriro eindasitiri anosarudza kana mazano eAI achirarama nekusangana neicho chaicho.
Kudzora kwemhando yepamusoro
Zvisungo zveDomain zvinopesvedzera mwero wezvikanganiso zvinogamuchirika uye mamodheru etarisiro.
Vaka sarudzo
Kuendesa kwakabudirira kunonanisa kugona kwehunyanzvi nekumberi kwekufambiswa kwebasa.
Ramangwana reAI muSocial Work uye Kuchengetwa Kwevana
Munda uri kuenda kune 'rutsigiro rwesarudzo, kwete kuita sarudzo' - kuchengetedza munhu mulop, kudhindisa maodhisheni emhando, uye kupa mhuri kodzero yekukwikwidza zvibodzwa. Tarisira kuongororwa kwekunze kwekurerekera, kuongororwa kwekuremara-rusarura, uye mitemo yakajeka yekuti chibodzwa chengozi hachingambove icho chete hwaro hwekubvisa mwana. Zvishandiso zvine njodzi yakaderera, isina kukwikwidzwa - otomatiki mapepa, kupfupisa marekodhi, uye kududzira - zvinogona kuwedzera nekukurumidza kupfuura kufanofungidzira njodzi.
Real-World Implementation
Iyo Allegheny Mhuri Yekuongorora Tool inogadzira chikero chenjodzi kubatsira hotline screeners kusarudza kuti voferefeta kubatwa zvisina kunaka kutumirwa.
Generative AI kunyora uye kupfupisa nyaya dzenyaya kuitira kuti vashandi vemhosva vapedze nguva shoma pazvinyorwa uye zvakawanda nemhuri
Maturusi eshanduro yemutauro wechisikigo anobatsira vashandi vekugarisana nevamwe kutaurirana nevatengi vasingataure Chirungu uye kushandura magwaro enyaya
Predictive analytics inomisa vechidiki vari panjodzi huru yekuchembera kunze kwekuchengetwa kwevana pasina kuiswa zvachose kuitira kuti masangano akwanise kukoshesa masevhisi.
Njodzi & Guardrails
Regulatory zvinodiwa zvinogona kukanganisa zvimwe zvakasimba prototypes.
Nhoroondo yenhoroondo inogona kubatanidza kurerekera kunokuvadza nharaunda dzakati.
Nhaka masisitimu anogona kugadzira mabhodhoro ekubatanidza uye mitengo yakavanzika.
Implementation Roadmap
Batanidza domain nyanzvi kubva pakugadzirisa dambudziko kusvika pakuongorora.
Dhizaina nzira dzekuongorora uye zvinyorwa zvisati zvatanga.
Gadzirisa zvisungo zvekuteedzera uye kuchengetedza nekukurumidza.
Buritsa muzvikamu zvine kujeka kumira uye kudzoreredza maitiro.
Ramba Uchiongorora
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Gaidhi rinotevera
AI muRailways
Mibvunzo inowanzo bvunzwa
What is AI in Social Work and Child Welfare?
Masangano ekuchengetedza vana ari kushandisa kufungidzira AI kubatsira kuongorora kushungurudzwa uye kuregeredza mishumo, nepo vashandi vezvemagariro vanoshandisa maturusi eAI kucheka mapepa uye njodzi yepasi. Aya masisitimu epamusoro-soro anosimudza mamwe emhando dzakapinza uye mibvunzo yekuzvidavirira mune yese AI.
Chii chinogadzirwa neAllegheny Family Screening Tool?
Chishandiso chinoburitsa chibodzwa chenjodzi kubva kudhata rekutonga kutsigira vanoongorora vanhu vachifunga kana chirevo chekusabatwa zvakanaka chichibvumidza kuferefetwa - itsigiro yesarudzo, kwete sarudzo yekupedzisira.
Chii chinonzi 'proxy bias' mumhando dzengozi dzekuchengetedza vana?
Kurerekera kwevamiririri kunoitika kana chinhu chinoyerika (sekuwanda kweakambosangana neamiriri) chichienderana nehurombo kana rudzi kwete mhedzisiro chaiyo iyo modhi inoda kufanotaura.
Sei mhuri dzevarombo nedzeVatema dzingangowana huwandu hwenjodzi mumasisitimu aya?
Nekuda kwekuti data rekutonga rakawanda riripo munharaunda dzine mari shoma uye dzakatariswa zvakanyanya, maficha ekutanga anowedzera zvibodzwa zvavo kunyangwe njodzi chaiyo isiri yepamusoro.
Ndeupi rudzi rwemuchina wekudzidza modhi unowanzo shandiswa pakuchengetedza mwana njodzi yekugovanisa?
Maturusi aya anowanzo tariswa maclassifiers akadzidziswa kufanotaura mhedzisiro sere-referral kana kuiswa, vachishandisa marekodhi enyaya akanyorwa dhata rekudzidziswa.
Ndeipi yakaderera-njodzi kushandiswa kweAI mubasa rekugara kwevanhu iri kuwedzera nekukurumidza?
Generative AI yemapepa, kupfupisa mafaera ekesi, uye dudziro haina kukwikwidza pane yekufungidzira njodzi yekugova uye iri kuwedzera kune yemahara kesiworker nguva.