Wakilan Mutum-in-da-Madauki
Ma'aikatan-in-the-loop (HITL) sune tsarin AI waɗanda ke dakata don samun amincewar mutum, gyara, ko shigar da shi kafin ɗaukar matakan da suka dace.
Dubawa
They keep a human accountable for high-stakes decisions while still letting automation do the heavy lifting.
Zurfafa nutsewa
Wani cikakken wakili mai cin gashin kansa ya yanke shawara kuma yayi aiki da kansa; wakilin mutum-in-da-madauki ya sanya wurin bincike inda mutum ya duba matakin da wakilin ya gabatar kafin aiwatarwa. Tsarin gama gari sun haɗa da ƙofofin yarda (wakilin ya tsara imel ko mai da kuɗi kuma yana jiran dannawa don aikawa), haɓaka tushen dogaro (yana katse ɗan adam ne kawai lokacin da tabbacinsa ya faɗi ƙasa da kofa), da kuma koyo mai aiki (abubuwan da ba su da tabbas suna kai ga mutane, waɗanda amsoshinsu suka zama bayanan horo na gaba). Manufar ita ce haɗa sauri da sikelin aiki da kai tare da hukuncin ɗan adam, da lissafi, da ikon kama kurakurai kafin su haifar da lahani. Don ƙungiyoyin sa-kai, wannan na iya nufin wakili wanda ke tsara bayar da martani amma baya aika wanda ba shi da alaƙa da sa hannun ma'aikata.
Fahimtar Fasaha
A fasaha, ana aiwatar da HITL azaman katsewa ko ƙofar kiran kayan aiki a cikin madauki mai sarrafa wakili. Lokacin da wakilin ya ba da shawarar wani mataki mai mahimmanci, mawaƙan ya dakatar da aiwatar da hukuncin kisa, ya tsara jihar wakilin, kuma ya ba da buƙatu don bitar ɗan adam. Mutum ya yarda, gyara, ko ya ƙi; An mayar da martani kamar yadda mahallin kuma madauki ya dawo. Ƙididdiga masu aminci, ƙididdiga marasa tabbas, ko dokokin manufofi sun yanke shawarar wane ayyuka ke haifar da dakatarwa tare da gudana ta atomatik.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar Wakilan Mutum-in-Madauki
Yi tsammanin ƙarin sarrafawa mai mahimmanci fiye da yarda/ƙi na binary. Wakilai za su ƙara yin tambayoyi masu fayyace, gabatar da zaɓuɓɓuka da yawa tare da cinikin ciniki, kuma su koyi jurewar haɗarin kowane mai amfani don su katse ƙasa cikin lokaci. Dokoki kamar Dokar EU AI tana tura sa ido na ɗan adam don amfani mai haɗari, don haka wuraren binciken HITL suna zama abin da ake buƙata na yarda, ba kawai zaɓin ƙira ba. Kayan aiki don amincewar asynchronous, hanyoyin dubawa, da kuma 'dakata-da-ci gaba' wakilin jihar yana girma cikin sauri.
Aiwatar da Gaskiyar Duniya
Wakilin goyon bayan abokin ciniki yana tsara amincewar maidowa amma yana hanyar duk wani maidowa sama da $500 ga manajan ɗan adam don danna kashewa ɗaya.
Likita-coding AI yana ba da tutoci marasa ma'ana don ingantaccen coder don tabbatarwa maimakon zato.
Tsarin daidaita abun ciki kai-da-kai yana cire bayanan banza amma yana haɓaka saƙon kan iyaka ga masu bitar ɗan adam.
Wakilin codeing yana ba da shawarar ƙaura na bayanai kuma yana jiran mai haɓakawa ya amince kafin gudanar da shi a samarwa.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
Tunanin Kai a Madaidaicin Madaukai
Tambayoyin da ake yawan yi
What is Human-in-the-Loop Agents?
Ma'aikatan-in-the-loop (HITL) sune tsarin AI waɗanda ke dakata don samun amincewar mutum, gyara, ko shigar da shi kafin ɗaukar matakan da suka dace. Suna riƙe ɗan adam alhakin yanke hukunci mai girma yayin da suke barin aiki da kai yayi nauyi mai nauyi.
Menene ma'anar wakilin ɗan adam-in-da-madauki idan aka kwatanta da cikakken mai cin gashin kansa?
Siffar ma'anar shine wurin bincike na ɗan adam inda mutum yayi bita, gyara, ko amincewa da matakin da wakilin ya gabatar kafin aiwatarwa.
Menene tsarin 'tushen haɓakawa' a cikin tsarin HITL?
Hanyoyin haɓaka na dogaro da kai ba su da tabbas ga mutane kawai, yana barin wakili ya kula da shari'o'in dogaro da kai ta atomatik.
Ta yaya ake yawan aiwatar da wurin binciken ɗan adam a cikin madauki na sarrafawa?
Mawaƙin ya dakatar da madauki, yana adana ƙasa, kuma yana fitar da buƙatu don bitar ɗan adam; martanin dan adam ya koma kisa.
A cikin 'koyo mai zurfi,' menene zai faru da shari'ar da ɗan adam ya yanke shawara?
Hanyoyin ilmantarwa masu aiki ba su da tabbas ga mutane kuma suna amfani da amsoshi masu lakabi don inganta samfurin akan lokaci.
Me yasa dokoki kamar Dokar EU AI suka dace da wakilan HITL?
Dokar EU AI tana buƙatar kulawar ɗan adam mai ma'ana don aikace-aikacen haɗari masu haɗari, yana mai da wuraren binciken HITL ya zama buƙatar yarda.