Dubawa
Stanford HAI (Cibiyar Stanford for Human-Centered Artificial Intelligence) cibiyar bincike ce ta jami'a da ke nazarin tasirin AI akan mutane da al'umma. Yana da mahimmanci saboda yana haɗa bincike na fasaha, siyasa, da ɗa'a don kiyaye ɗan adam a tsakiyar ci gaban AI.
An fi fahimtar Stanford HAI a cikin mahallin dabarun, samun damar samfuri, yanke shawara na dandamali, da haɗin gwiwar yanayin muhalli.
Zurfafa nutsewa
An kafa shi a cikin 2019 da haɗin gwiwar AI majagaba Fei-Fei Li da masanin falsafa John Etchemendy, Stanford HAI yana zaune a cikin Jami'ar Stanford maimakon zama kamfani. Jigon sa shine AI yakamata ya haɓaka ɗan adam, ba maye gurbinsa ba, kuma haɓaka AI yana buƙatar fahimta daga fannoni da yawa, gami da ɗan adam, ilimin zamantakewa, likitanci, doka, da injiniyanci. HAI an fi saninta da rahotonta na AI na shekara-shekara, wanda aka ambata sosai, mai wadatar bayanai na ci gaban AI na duniya, saka hannun jari, ilimi, da manufofi. Har ila yau, yana gudanar da taƙaitaccen bayani game da manufofi ga gwamnatoci, yana ba da gudummawar tallafin bincike na tsaka-tsaki, da kuma gudanar da shirye-shirye kamar Digital Economy Lab da Cibiyar Bincike akan Samfuran Gida (CRFM), wanda ya kirkiro kalmar 'samfurin tushe.'
Fahimtar Fasaha
HAI baya horar da samfuran kan iyaka; Gudunmawarsa ita ce tsayayyen aunawa da tsarawa. Indexididdigar AI ta tattara sakamakon ƙididdiga, ƙididdige abubuwan da suka faru, hanyoyin samar da kudade, da bayanan bincike cikin ma'auni masu daidaitawa waɗanda ke ba masu tsara manufofi da masu bincike damar bin diddigin ci gaban shekara a cikin shekara. Ta hanyar CRFM, masu binciken HAI suna nazarin ɗabi'a, haɗari, da tasirin al'umma na manyan 'samfurin tushe,' suna taimakawa kafa ƙamus da ƙa'idodin ƙima ga duka filin.
Babban darajar Stanford HAI
Stanford HAI (Cibiyar Stanford for Human-Centered Artificial Intelligence) cibiyar bincike ce ta jami'a da ke nazarin tasirin AI akan mutane da al'umma. Yana da mahimmanci saboda yana haɗa bincike na fasaha, siyasa, da ɗa'a don kiyaye ɗan adam a tsakiyar ci gaban AI. An fi fahimtar Stanford HAI a cikin mahallin dabarun, samun damar samfuri, yanke shawara na dandamali, da haɗin gwiwar yanayin muhalli. Don gina zurfin fahimta, bi Stanford HAI a matsayin samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da kuma raba abin da tsarin zai iya dogara da abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Stanford HAI suna kimanta dabarun mai siyarwa, amincin taswirar hanya, da haɗarin kulle-kulle kafin aikatawa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A lokaci guda, sanarwar ƙaddamarwa na iya wuce kwanciyar hankali a cikin ayyukan samarwa na gaske. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Masu tsara manufofi da ’yan jarida sun buga rahoton Haɗin AI na shekara-shekara na HAI don bayanai game da saka hannun jari na AI, maƙasudai, da karɓuwa.
'Yan majalisa suna halartar sansanonin taya na HAI don fahimtar AI kafin tsara doka.
Masu bincike suna amfani da Indexididdigar Fahimtar Model na Gidauniyar HAI don kwatanta yadda manyan masu haɓaka AI ke bayyana ƙirarsu.
Likitoci da masana kimiyya suna haɗin gwiwa ta hanyar tallafin HAI da ake amfani da AI ga hoton likita da tallafin yanke shawara na asibiti.
Hanyoyin Aiwatarwa
Stanford HAI a aikace
Masu tsara manufofi da ’yan jarida sun buga rahoton Haɗin AI na shekara-shekara na HAI don bayanai game da saka hannun jari na AI, maƙasudai, da karɓuwa.
Masu tsara manufofi da 'yan jarida suna ba da rahoto na AI na shekara-shekara na HAI don bayanai game da zuba jarurruka na AI, ma'auni, da Ƙungiyoyin tallafi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da kuma bin diddigin nasarorin da aka samu da kuma farashin kuskure akan lokaci.
Stanford HAI a aikace
'Yan majalisa suna halartar sansanonin taya na HAI don fahimtar AI kafin tsara doka.
'Yan majalisa suna halartar sansanonin taya na HAI don fahimtar AI kafin tsara dokoki Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da kuma bin diddigin nasarorin da ake samu da kuma kashe kuɗi na lokaci.
Stanford HAI a aikace
Masu bincike suna amfani da Indexididdigar Fahimtar Model na Gidauniyar HAI don kwatanta yadda manyan masu haɓaka AI ke bayyana ƙirarsu.
Masu bincike suna amfani da Indexididdigar Fahimtar Model na Gidauniyar HAI don kwatanta yadda manyan masu haɓaka AI ke bayyana samfuran su Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Stanford HAI a aikace
Likitoci da masana kimiyya suna haɗin gwiwa ta hanyar tallafin HAI da ake amfani da AI ga hoton likita da tallafin yanke shawara na asibiti.
Likitoci da masana kimiyya suna haɗin gwiwa ta hanyar tallafin HAI da ake amfani da AI zuwa hoton likitanci da tallafin yanke shawara na asibiti yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.