Ama-Generative Agents kanye Nezinhlangano Ezilingisayo
Ama-generative agents ayizinhlamvu ze-AI ezinikwa amandla amamodeli olimi akhumbulayo, ahlele, futhi aphendule njengabantu abakholekayo.
Uhlolojikelele
Placed together in a simulated world, they form tiny societies where social behavior emerges on its own.
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-Strategic Impact
Izindleko kanye nesabelomali
Izinqumo zezakhiwo ziqhuba ukusebenza kanye nezindleko zokusebenza iminyaka.
Izinqumo ezicacile
Imfundo yobuchwepheshe isiza amaqembu ukuthi akhethe isitaki esifanele, hhayi nje esisha.
Ukulawulwa kwekhwalithi
Izinketho ezingcono zobunjiniyela zinciphisa izehlakalo ezinokwethenjelwa ekukhiqizeni.
Ikusasa Lama-ejenti Akhiqizayo Nemiphakathi Elingisayo
Lindela ama-agent akhiqizayo ukuze anikeze amandla abalingisi abacebile abangabadlali kumageyimu, ukulingisa kokuqeqeshwa kwezingxoxo noma impendulo yenhlekelele, kanye nezibalo zokuhlola zokwenziwa zokutadisha ukuthi amahemuhemu, izintengo, noma izinqubomgomo zisakazeka kanjani ngaphambi kokukhishwa komhlaba wangempela. Njengoba amamodeli ekhula eshibhile namafasitela womongo anda, ukulingisa kuzokhula kusuka ezinkulungwaneni kuya ezinkulungwaneni zama-ejenti. Abacwaningi baphinde babaphenye njengelabhorethri yesayensi yezenhlalo, kuyilapho bephakamisa imibuzo evulekile mayelana nokuchema, ukukhohlisa, kanye nokuthi le miphakathi yamathoyizi ibangisa ngokwethembeka kangakanani abantu.
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
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.
Ibhentshimakhi ngaphansi komthwalo wangempela nezimo zedatha.
Ukuqapha amathuluzi amaphutha, ukukhukhuleka, nomthelela wabasebenzisi.
Lungiselela izindlela zokuhlehlisa nezigameko ngaphambi kokukala.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
Ukuzicabangela Kuma-agent Loops
Imibuzo evame ukubuzwa
What is Generative Agents and Simulated Societies?
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.
Ikuphi ukuziphatha okudumile okuvele kukodwa ekufanisweni kwe-Smallville yaseStanford?
Umenzeli oyedwa unqume ukusingatha iphathi yoSuku Lwezithandani, futhi isimemo sasakazwa emphakathini kwaze kwaba yilapho abenzeli abaningana bexhumanisa futhi bavela, okungekho nesisodwa esibhaliwe.
Kuyini 'ukusakaza kwenkumbulo' kusisebenzeli esikhiqizayo?
Ukusakazwa kwenkumbulo kuyirekhodi elide, elinesitembu sesikhathi sokuqashelwa yi-ejenti, isistimu edonsa phezu kwayo ukuze yazise izenzo nezingxoxo.
Lapho i-ejenti inquma ukuthi kufanele enze kanjani, zikhethwa kanjani izinkumbulo ezifanele?
Ukubuyisa kulinganisa izinkumbulo kusetshenziswa okwakamuva, ukubaluleka, nokufana nesimo samanje, bese siphakela phezulu ekwazisweni.
Senzani isinyathelo 'sokubonisa' ekwakhiweni kwe-ejenti?
Ukucabangisisa ngezikhathi ezithile kuhlanganisa ukubonwa kwezinga eliphansi okuningi kube iziphetho ezingacacile (njengezici zobuntu noma imigomo) eziqondisa ukuziphatha kwakamuva.
Kungani ukuhlela kubalulekile kuma-ejenti akholekayo?
Ukuhlela, kuhlanganiswe nenkumbulo nokuzindla, kugcina izenzo ze-ejenti zihambisana phakathi nosuku oluphelele olulingiswayo kunokuba luziphikise umzuzwana nomzuzwana.