Uhlolojikelele
Ama-generative agents ayizinhlamvu ze-AI ezinikwa amandla amamodeli olimi akhumbulayo, ahlele, futhi aphendule njengabantu abakholekayo. Bebekwe ndawonye ezweni elilingiswayo, bakha imiphakathi emincane lapho ukuziphatha komphakathi kuvela khona ngokwakho.
Ama-Generative Agents kanye Nezinhlangano Ezilingisayo ziyibhulokhi yokwakha yobuchwepheshe ethinta ikhwalithi yamamodeli, izindleko zengqalasizinda, ukubambezeleka, nokuthembeka esikalini.
I-Deep Dive
Kuphrojekthi ka-2023 yase-Stanford kanye ne-Google ebizwa ngokuthi i-Smallville, abacwaningi bafake ama-agent angu-25 ashayelwa i-GPT-3.5 edolobheni le-sandbox futhi bababuka beziphatha njengomphakathi. I-ejenti ngayinye yayinomlando omfushane wokuphila komuntu futhi ivuke, ipheke ukudla kwasekuseni, yaya emsebenzini, futhi yaxoxa nomakhelwane. Okubalulekile, ukuziphatha akuzange kubhalwe phansi. Omunye umenzeli wanquma ukwenza iphathi yoSuku Lwezithandani, futhi ngaphezu kwezinsuku ezimbili ezilingisa isimemo esisakazwa ngomlomo, ama-agent ahlanganisa izikhathi, futhi abambalwa babonakala ndawonye. I-architecture ihlanganisa ukusakaza kwenkumbulo, ukubuyisa, ukucabanga, nokuhlela, ngakho ama-ejenti asebenza ngokungaguquguquki ezikhathini ezide kunokuba akhohlwe okwenzekile emizuzwini edlule.
I-Technical Insight
Iqhinga eliyinhloko ukusakaza kwenkumbulo: ilogi ende, enesitembu sesikhathi sayo yonke into ebonwa umenzeli. Ukuze enze okuthile, umenzeli ubuyisa izinkumbulo ezifanele ezitholwe okwakamuva, ukubaluleka, nokufana nesimo samanje, bese eziphakela ekwazisweni kwemodeli yolimi. Izinyathelo zokuzindla ngezikhathi ezithile zifingqa izinkumbulo ezingahluziwe zibe imininingwane yezinga eliphezulu (isibonelo, ukuveza ukuthi othile uyazifela ngocwaningo), ezigcinwa zibuye ziqondise ukuhlela okuzayo nengxoxo.
I-Mastering Generative Agents kanye Nemiphakathi Elingisayo
Ama-generative agents ayizinhlamvu ze-AI ezinikwa amandla amamodeli olimi akhumbulayo, ahlele, futhi aphendule njengabantu abakholekayo. Bebekwe ndawonye ezweni elilingiswayo, bakha imiphakathi emincane lapho ukuziphatha komphakathi kuvela khona ngokwakho. Ama-Generative Agents kanye Nezinhlangano Ezilingisayo ziyibhulokhi yokwakha yobuchwepheshe ethinta ikhwalithi yamamodeli, izindleko zengqalasizinda, ukubambezeleka, nokuthembeka esikalini. Ukuze wakhe ukuqonda okujulile, phatha ama-Generative Agents kanye Nezinhlangano Ezilingisayo njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho isistimu engakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa ama-Generative Agents kanye Nezinhlangano Ezilingisayo zilungiselela izakhiwo, idatha, nokukhetha kwengqalasizinda ngokumelene nokuthembeka nezindleko. 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 zezakhiwo ziqhuba ukusebenza kanye nezindleko zokusebenza iminyaka. Ngesikhathi esifanayo, Ukuthuthukisa ibhentshimakhi eyodwa kungafihla ubuthakathaka obubanzi besistimu. 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 zezakhiwo ziqhuba ukusebenza kanye nezindleko zokusebenza iminyaka.
Izinqumo zezakhiwo ziqhuba ukusebenza kanye nezindleko zokusebenza iminyaka. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imfundo yobuchwepheshe isiza amaqembu ukuthi akhethe isitaki esifanele, hhayi nje esisha.
Imfundo yobuchwepheshe isiza amaqembu ukuthi akhethe isitaki esifanele, hhayi nje esisha. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Izinketho ezingcono zobunjiniyela zinciphisa izehlakalo ezinokwethenjelwa ekukhiqizeni.
Izinketho ezingcono zobunjiniyela zinciphisa izehlakalo ezinokwethenjelwa ekukhiqizeni. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Ukulingisa kwe-Smallville yase-Stanford lapho ama-ejenti angama-25 ahlela ngokuzenzakalelayo futhi ahambela iphathi yoSuku Lwezithandani
Ama-NPC akholelwayo, aqhutshwa yinkumbulo kumageyimu wevidiyo akhumbula ukusebenzisana kwabadlali okwedlule futhi abambe amagqubu noma ubungane
Amaqembu okugxila okwenziwayo adlala indima yabantu abahlukahlukene bamakhasimende ukuze bahlole kusengaphambili imilayezo yokumaketha noma izici zomkhiqizo
Izilingisi zokuqeqesha lapho abantu bedolobha be-AI besabela ezinqumweni zalowo oqeqeshwayo ngesikhathi sokuphendula inhlekelele noma ukuzilolonga
Amaphethini Okusebenzisa
Ama-Generative Agents kanye Nezinhlangano Ezilingisayo ziyasebenza
Ukulingisa kwe-Smallville yase-Stanford lapho ama-ejenti angama-25 ahlela ngokuzenzakalelayo futhi ahambela iphathi yoSuku Lwezithandani.
Ukulingisa kwe-Smallville ka-Stanford lapho ama-ejenti angu-25 ahlela ngokuzenzakalelayo futhi aya ephathini Yosuku Lwezithandani Amathimba ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ama-Generative Agents kanye Nezinhlangano Ezilingisayo ziyasebenza
Ama-NPC akholelwayo, aqhutshwa yinkumbulo kumageyimu wevidiyo akhumbula ukusebenzisana kwabadlali okwedlule futhi abambe amagqubu noma ubungane.
Ama-NPC akholelwayo, aqhutshwa yinkumbulo kumageyimu wevidiyo akhumbula ukusebenzisana kwabadlali esikhathini esidlule futhi abambe amagqubu noma ubungane Amaqembu ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka yomuntu yamacala asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ama-Generative Agents kanye Nezinhlangano Ezilingisayo ziyasebenza
Amaqembu okugxila okwenziwayo adlala indima yabantu abahlukahlukene bamakhasimende ukuze bahlole kusengaphambili imilayezo yokumaketha noma izici zomkhiqizo.
Amaqembu okugxila okwenziwa adlala indima yabantu abahlukahlukene bamakhasimende ukuze ahlole kusengaphambili imilayezo yokumaketha noma izici zomkhiqizo Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ama-Generative Agents kanye Nezinhlangano Ezilingisayo ziyasebenza
Izilingisi zokuqeqesha lapho abantu bedolobha be-AI besabela ezinqumweni zalowo oqeqeshwayo ngesikhathi sokuphendula inhlekelele noma ukuzilolonga.
Izilingisi zokuqeqesha lapho abantu basedolobheni be-AI besabela ezinqumweni zalowo oqeqeshwayo phakathi nezivivinyo zokubhekana nenhlekelele noma idiplomacy Amaqembu ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu ezimweni ezibucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Ukuthuthukisa ibhentshimakhi eyodwa kungafihla ubuthakathaka obubanzi besistimu.
Izindleko zengqalasizinda nezokulungisa zivame ukubukelwa phansi.
Izikhala zokuphepha nokubonakala zingakhula njengoba izinhlelo ziba nzima kakhulu.
Ukuqalisa Umhlahlandlela
Chaza ukubambezeleka, ikhwalithi, nezindleko ezihlosiwe ngaphambi kokuqaliswa.
Chaza ukubambezeleka, ikhwalithi, nezindleko ezihlosiwe ngaphambi kokuqaliswa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Ibhentshimakhi ngaphansi komthwalo wangempela nezimo zedatha.
Ibhentshimakhi ngaphansi komthwalo wangempela nezimo zedatha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Ukuqapha amathuluzi amaphutha, ukukhukhuleka, nomthelela wabasebenzisi.
Ukuqapha amathuluzi amaphutha, ukukhukhuleka, nomthelela wabasebenzisi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Lungiselela izindlela zokuhlehlisa nezigameko ngaphambi kokukala.
Lungiselela izindlela zokuhlehlisa nezigameko ngaphambi kokukala. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.