I-AI yomthethosisekelo
I-Constitutional AI iyindlela Anthropic yokuqondanisa amamodeli kusetshenziswa isethi yezimiso ezibhaliwe - 'umthethosisekelo' - ngakho i-AI igxeka futhi ibuyekeze ezayo izimpendulo esikhundleni sokuthembela kubantu kuphela ukuletha ilebula kokuqukethwe okulimazayo.
Uhlolojikelele
It aims to make models helpful and harmless with far less human labor.
I-Deep Dive
Ukuqondanisa kwendabuko kuncike ekufundeni okuqinisayo okuvela kumpendulo yomuntu (RLHF), lapho abantu belinganisa imiphumela eminingi yamamodeli, okuhlanganisa ephazamisayo, ukufundisa imodeli okufanele ikugweme. I-AI yomthethosisekelo inciphisa lowo mthwalo ngokunikeza imodeli uhlu olucacile lwezimiso ezibhaliwe ezithathwe emithonjeni efana ne-UN Declaration of Human Rights kanye nemikhuba engcono kakhulu yokwethemba nokuphepha. Ukuqeqeshwa kunezigaba ezimbili. Okokuqala, isigaba esigadiwe: imodeli ikhiqiza impendulo, bese isigxeka ngokuphikisana nomgomo womthethosisekelo bese isibhala kabusha ukuze ibe ngcono; lezi zimpendulo ezithuthukisiwe zisetshenziselwa ukuyilungisa kahle. Okwesibili, isigaba sokuqinisa-ukufunda, i-RLAIF, lapho imodeli ngokwayo ihlanganisa amapheya empendulo ngokuvumelana nomthethosisekelo, nokuthi idatha yokuthandwayo eyenziwe yi-AI iqeqesha imodeli yomvuzo. Izimiso zisobala futhi ziyahleleka, okwenza amanani aqondisa imodeli ahloleke kunokuba afihleke ngaphakathi kwamalebula abantu acashile.
I-Technical Insight
Izigaba ezimbili zivame ukubizwa nge-SL-CAI kanye ne-RL-CAI. Ekufundeni okugadiwe, iluphu 'yokugxeka nokubuyekeza' ikhuthaza imodeli ukuthi ithole lapho impendulo yayo yephula umgomo oyisampula futhi iwubhale kabusha, ikhiqize idatha yokuqeqeshwa ngaphandle kokulebula okulimazayo komuntu. Esigabeni se-RL, imodeli yesibili iyahlulela ukuthi iyiphi kwezimpendulo ezimbili ezilandela kangcono umthethosisekelo, ikhiqiza amalebula athandwayo e-AI (i-RLAIF) aqeqesha imodeli yomvuzo esetshenziswa ku-RL evamile. Umthethosisekelo uyisiqondiso sombhalo ongenalutho esifakwe ekwazisweni, ngakho-ke ukushintsha ukuziphatha kwemodeli kungaba okuqondile njengokuhlela imigomo.
I-Strategic Impact
Isivinini nesikali
Ukugeleza komsebenzi wolimi kungahamba ngokushesha ngaphandle kokudela ukuvumelana.
Finyelela futhi ufinyelele
Yandisa ukufinyelela kuzo zonke izilimi nezitayela zokuxhumana.
Izinqumo ezicacile
Amaqembu angachitha isikhathi esiningi ekwahluleleni kuyilapho i-automation isingatha impinda.
Ikusasa Lomthethosisekelo AI
I-AI yomthethosisekelo ikhomba 'ekugadweni okunokwethenjelwa,' lapho i-AI isiza ukugada i-AI njengoba amamodeli ekhula akwazi kakhulu ukuthi abantu bahlole konke okukhiphayo. Lindela imithethosisekelo ecebe kakhudlwana, enamaphutha amaningi, okomphakathi kanye nokubamba iqhaza lapho kukhethwa khona izimiso (Anthropic isebenzisa ukuhlolwa kwe-'collective Constitutional AI'), nezindlela ezixubile ezihlanganisa impendulo yomuntu nokuzigxeka kwe-AI. Ukungafihli kwezimiso ezibhaliwe kwenza lokhu kukhange kubalawuli nakubacwaningi mabhuku abafuna ukubona amanani uhlelo olufaka ikhodi. Njengoba amamodeli asemngceleni ethuthuka, izindlela ezivumela amamodeli ukuba azigxeke ngokwethembeka futhi azithuthukise ngokumelene nemithetho ebekela ingcaca cishe zizoba ingqikithi yokuphepha.
Ukuqaliswa Komhlaba Wangempela
Ukuqeqesha i-chatbot ukwenqaba ukusiza ukwakha isikhali ngokuyenza ihlaziye impendulo yayo esalungiswa ngokumelene nomgomo wokugwema ukulimala futhi isibhale kabusha
Ukushintsha ukulebula kweqembu elibomvu elibizayo lezinto ezinobuthi ngedatha yokuncamelayo eyenziwe yi-AI (i-RLAIF) eqondiswa umthethosisekelo
Ukuhlela isimiso esibhaliwe ukuze ulungise ukuthi imodeli iqaphe kangakanani, bese ubheka ukuguquka kokuziphatha ngaphandle kokulebula kabusha izinkulungwane zezibonelo
Ukuqhuba imibono ehlangene lapho umphakathi uphakamisa izimiso ezilolonga umthethosisekelo wemodeli
Izingozi & Guardrails
Amaqiniso akhonjiwe angafaka ngokuthula imibiko, ukugeleza kosekelo, noma imiphumela yocwaningo.
Ukuzwela okusheshayo kungadala imiphumela engahambisani kuzo zonke izicelo ezifanayo.
Idatha yombhalo ebucayi ingase idalulwe uma izilawuli zokufinyelela zibuthakathaka.
Ukuqalisa Umhlahlandlela
Chaza ifomethi yokuphumayo, ithoni, namazinga wekhwalithi ngaphambi kokukhishwa.
Izimpendulo eziyisisekelo ngemithombo ethembekile noma nini lapho ukunemba kubalulekile.
Gcina indawo yokuhlola isibuyekezo somuntu ukuze uthole imiphumela ephezulu.
Landela amaphethini okuhluleka futhi uqeqeshe kabusha imiyalo noma ukuhamba komsebenzi njalo.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-Instruction Tuning
Imibuzo evame ukubuzwa
What is Constitutional AI?
I-Constitutional AI iyindlela Anthropic yokuqondanisa amamodeli kusetshenziswa isethi yezimiso ezibhaliwe - 'umthethosisekelo' - ngakho i-AI igxeka futhi ibuyekeze ezayo izimpendulo esikhundleni sokuthembela kubantu kuphela ukuletha ilebula kokuqukethwe okulimazayo. Ihlose ukwenza amamodeli abe usizo futhi angabi nangozi ngokusebenza kwabantu okuncane kakhulu.
Uyini 'umthethosisekelo' ku-Constitutional AI?
Umthethosisekelo uyisethi esobala yemigomo ebhaliwe, ethathwe emithonjeni efana nemibhalo yamalungelo abantu, esetshenziswa imodeli ukuze ihlole futhi ithuthukise izimpendulo zayo.
Iyiphi inkinga ebalulekile nge-RLHF ejwayelekile i-AI yoMthethosisekelo ehlose ukuyinciphisa?
Ngokuba nemodeli izigxeke yona ngokumelene nezimiso, i-AI yoMthethosisekelo yehlisa ukusebenza kwabantu kokubuyekeza nokulebula imiphumela ephazamisayo noma eyingozi.
Esigabeni esigadiwe se-AI yoMthethosisekelo, imodeli yenzani ekuphumeni kwayo?
Imodeli isebenzisa iluphu yokugxeka nokubuyekeza: ikhomba lapho okusalungiswa kwayo kwephula umgomo oyisampula, bese ibhala kabusha impendulo, idale idatha yokuzithuthukisa ngokwayo.
Imele ini i-RLAIF esigabeni sokufunda ukuqinisa?
I-RLAIF isho Ukuqinisa Ukufunda Ku-AI Feedback: imodeli ilinganisa izimpendulo ngokuvumelana nomthethosisekelo, ikhiqiza idatha ethandwayo eyenziwe nge-AI esikhundleni samalebula abantu.
Kungani ukusetshenziswa kwezimiso ezibhaliwe kuthathwa njengenzuzo yokubeka izinto obala?
Ngenxa yokuthi amanani ayisiqondiso abhalwa ngaphandle, angahlolwa, acwaningwe, futhi ahlelwe ngokuqondile, ngokungafani nezintandokazi ezibhalwe ngokusobala ezilinganisweni zabantu ezihlakazekile.