Uhlolojikelele
I-NIST AI Risk Management Framework (AI RMF) iyincwadi yokudlala yokuzithandela kahulumeni wase-US yokwakha i-AI ethembekile ngokuhlonza nokuphatha ubungozi bayo kuwo wonke umjikelezo wempilo. Kubalulekile ngoba kunikeza izinhlangano isakhiwo esisebenzayo, esivumelana nezimo ukuze zisebenzise i-AI enomthwalo wemfanelo ngaphandle kokuba umthetho oyisibopho.
I-NIST AI Risk Management Framework ingeyesendlalelo senhlalo nokuphatha se-AI, lapho inqubomgomo, ukuziphendulela, kanye nokwethenjwa komphakathi kwakheka umthelela wesikhathi eside.
I-Deep Dive
Ikhishwe yi-US National Institute of Standards and Technology ngoJanuwari 2023, i-AI RMF 1.0 ingeyokuzithandela futhi ayinakho umkhakha. Ihlelwa cishe ngemisebenzi emine eyinhloko: Busa (ukwakha isiko nezinqubomgomo zengozi ye-AI), Imephu (qonda umongo futhi uhlonze ubungozi), Kala (hlaziya futhi ulandelele ubungozi ngamamethrikhi), kanye Nokuphatha (beka kuqala futhi wenze lezo zingozi). Uhlaka luchaza izici ze-AI enokwethenjelwa: evumelekile nethembekile, ephephile, evikelekile futhi eqinile, enesibopho futhi esobala, echazekayo futhi echazekayo, ethuthukisiwe yobumfihlo, futhi engenzeleli ngokuchema okuyingozi okuphethwe. I-NIST iphinde ishicilele i-Playbook ehambisanayo enezenzo ezisikiselwayo eziphathekayo, futhi ngo-2024 yengeza Iphrofayela Ye-AI Ekhiqizayo ebhekana nezingozi ezihlukile kumamodeli amakhulu olimi njengokuhlanganisa, ukuvuza kwedatha, nokuqukethwe okuyingozi.
I-Technical Insight
Ngokungafani nohlu lokuhlola, i-RMF ithatha ukwethembeka njengesethi yohwebo okufanele ilinganiswe, njengoba ukuthuthukisa indawo eyodwa (ake sithi, ukunemba) kungalulaza enye (ake sithi, ubumfihlo noma ubulungisa). Umsebenzi we-Govern uhlanganisa futhi uphakela abanye abathathu. Ukulinganisa kugcizelela ukusebenzisa kokubili amamethrikhi obuningi nezindlela zekhwalithi, okuhlanganisa ukuhlanganisa iqembu elibomvu nokuhlola komuntu, ngoba izingozi eziningi ze-AI zimelana nokubanjwa kwezinombolo. Imiphumela, hhayi amathuluzi athile, yilokho okushiwo uhlaka.
Ukwenza I-NIST AI Risk Management Framework
I-NIST AI Risk Management Framework (AI RMF) iyincwadi yokudlala yokuzithandela kahulumeni wase-US yokwakha i-AI ethembekile ngokuhlonza nokuphatha ubungozi bayo kuwo wonke umjikelezo wempilo. Kubalulekile ngoba kunikeza izinhlangano isakhiwo esisebenzayo, esivumelana nezimo ukuze zisebenzise i-AI enomthwalo wemfanelo ngaphandle kokuba umthetho oyisibopho. I-NIST AI Risk Management Framework ingeyesendlalelo senhlalo nokuphatha se-AI, lapho inqubomgomo, ukuziphendulela, kanye nokwethenjwa komphakathi kwakheka umthelela wesikhathi eside. Ukuze wakhe ukuqonda okujulile, phatha i-NIST AI Risk Management Framework njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho isistimu engakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa i-NIST AI Risk Management Framework ahlanganisa ukukhula kwamandla ngokubusa, ukuphepha, kanye nezinhlaka zokuziphendulela ezicacile. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Izinqumo zomphakathi zinquma ukuthi ubani ozuzayo nokuthi ubani obeka engcupheni. Ngesikhathi esifanayo, izimangalo ezibanzi zingase zijikeleze ngokushesha kunobufakazi kanye nokwengamela okunomthwalo wemfanelo. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Izinqumo zomphakathi zinquma ukuthi ubani ozuzayo nokuthi ubani obeka engcupheni.
Izinqumo zomphakathi zinquma ukuthi ubani ozuzayo nokuthi ubani obeka engcupheni. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Izikhungo zomphakathi, izikole, namabhizinisi konke kuncike ekubuseni okucacile kwe-AI.
Izikhungo zomphakathi, izikole, namabhizinisi konke kuncike ekubuseni okucacile kwe-AI. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Idizayini yenqubomgomo enhle ingathuthukisa ukuphepha ngaphandle kokuvimbela ukuqamba okusha okuwusizo.
Idizayini yenqubomgomo enhle ingathuthukisa ukuphepha ngaphandle kokuvimbela ukuqamba okusha okuwusizo. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Inkampani yezobuchwepheshe yenza imephu umongo we-AI entsha eqashwayo, ibala amaqembu athintekile kanye nokulimala okungaba khona ngaphambi kokuthunyelwa kwanoma iyiphi ikhodi, igcwalisa umsebenzi Wemephu.
Ibhange lisungula ikomidi lokuphatha le-AI kanye nezinqubomgomo ezibhaliwe zengcuphe ukuze zanelise umsebenzi woBusi kuzo zonke izinhlobo zawo.
Ithimba lisebenzisa amamethrikhi eqembu elibomvu nawokuchema ukuze lilinganise amamodi okuhluleka e-chatbot ngaphansi komsebenzi wokukala.
Umshwalense wezempilo ulandela i-Generative AI Profile ukuze abhekane nezingozi zokuhlanganisa kanye nokuvuza kwedatha ku-LLM ebheke amakhasimende.
Amaphethini Okusebenzisa
I-NIST AI Risk Management Framework isebenza
Inkampani yezobuchwepheshe yenza imephu umongo we-AI entsha eqashwayo, ibala amaqembu athintekile kanye nokulimala okungaba khona ngaphambi kokuthunyelwa kwanoma iyiphi ikhodi, igcwalisa umsebenzi Wemephu.
Inkampani yezobuchwepheshe yenza imephu umongo we-AI entsha eqashwayo, iklelisa amaqembu athintekile kanye nokulimala okungase kube khona ngaphambi kokuthunyelwa kwanoma iyiphi ikhodi, igcwalisa Umsebenzi Wemephu Amathimba ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, egcina indlela yokukhuphuka kwabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-NIST AI Risk Management Framework isebenza
Ibhange lisungula ikomidi lokuphatha le-AI kanye nezinqubomgomo ezibhaliwe zengcuphe ukuze zanelise umsebenzi woBusi kuzo zonke izinhlobo zawo.
Ibhange lisungula ikomidi lokuphatha le-AI kanye nezinqubomgomo ezibhaliwe zengcuphe ukwanelisa umsebenzi Wokubusa kuzo zonke izinhlobo zawo Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-NIST AI Risk Management Framework isebenza
Ithimba lisebenzisa amamethrikhi eqembu elibomvu nawokuchema ukuze lilinganise amamodi okuhluleka e-chatbot ngaphansi komsebenzi wokukala.
Ithimba lisebenzisa amamethrikhi eqembu elibomvu nawokuchema ukuze lilinganisele izindlela zokuhluleka ze-chatbot ngaphansi kokuthi Linganisa umsebenzi Amathimba ngokuvamile athola imiphumela engcono lapho echaza imikhawulo yekhwalithi ngaphambili, egcina indlela yokukhuphuka yomuntu yezimo ezibucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-NIST AI Risk Management Framework isebenza
Umshwalense wezempilo ulandela i-Generative AI Profile ukuze abhekane nezingozi zokuhlanganisa kanye nokuvuza kwedatha ku-LLM ebheke amakhasimende.
Umshwalense wezempilo ulandela i-Generative AI Profile ukuze abhekane nezingozi zokuhlanganisa kanye nokuvuza kwedatha kumaQembu e-LLM abheke amakhasimende ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu ezimweni ezibucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izimangalo ezibanzi zingasabalalisa ngokushesha kunobufakazi kanye nokwengamela okunomthwalo wemfanelo.
Ukubusa okubuthakathaka kungashiya izikhala zokuziphendulela uma kwenzeka umonakalo.
Amandla angagxila lapho ukufinyelela, ukungafihli, nokuhlolisisa kunqunyelwe.
Ukuqalisa Umhlahlandlela
Khomba ababambiqhaza abathintekile kanye nokulimala okubaluleke kakhulu.
Khomba ababambiqhaza abathintekile kanye nokulimala okubaluleke kakhulu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Setha izimfuneko zokubonisa ngale zedatha, amamodeli, nezinqumo.
Setha izimfuneko zokubonisa ngale zedatha, amamodeli, nezinqumo. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Engeza isibuyekezo esizimele noma ukuhlola kweqembu elibomvu kumasistimu anobungozi obukhulu.
Engeza isibuyekezo esizimele noma ukuhlola kweqembu elibomvu kumasistimu anobungozi obukhulu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Buyekeza inqubomgomo nezilawuli njengoba amakhono namaphethini okusetshenziswa eshintsha.
Buyekeza inqubomgomo nezilawuli njengoba amakhono namaphethini okusetshenziswa eshintsha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.