Igipimo cya AI
Scale AI nisosiyete itanga ubuziranenge bwo hejuru bwanditse kandi bugororangingo butanga imiterere ya AI igezweho.
Incamake
It matters because even the best algorithms are only as good as the data they learn from, and Scale built a business out of producing that data at industrial scale.
Kwibira cyane
Scale AI yashinzwe mu 2016 na Alexandr Wang (icyo gihe ufite imyaka 19) na Lucy Guo, yatangiriye ku gushyira amashusho ku modoka zitwara-gushushanya udusanduku tuzengurutse abanyamaguru, imodoka, n'imirongo. Ihuza abakozi bakozi kwisi yose hamwe nibikoresho bya software hamwe na mashini ifashwa na label kugirango isobanure amashusho, amashusho, inyandiko, lidar, hamwe namakuru ya sensor. Mugihe AI itanga umusaruro, Scale yibanze cyane kumibare ya LLM: kuranga abantu ibyifuzo, gushyira imbaraga mubyifuzo byabantu (RLHF), guhuriza hamwe umutuku, no gusuzuma impuguke. Binyuze muri Scale Data Moteri hamwe na platform nka Outlier na Remotasks, itanga ibisobanuro byabantu ku isi. Abakiriya barimo abakora amamodoka, bayobora laboratoire ya AI, na guverinoma y’Amerika binyuze mu bikorwa byayo bya Leta bya Scale AI.
Ubushishozi
Agaciro k'igipimo ni uguhindura amakuru mbisi, akajagari mubimenyetso byamahugurwa asukuye. Umuyoboro wacyo uhuza annotator zabantu hamwe na moderi ya ML ibanziriza label yamakuru, hiyongereyeho ubuziranenge-bugenzuzi bufata kandi bugakosora amakosa. Kuri LLMs, ibi bivuze kubyara ibisubizo, kwandika ibisubizo byiza, gutondekanya icyitegererezo cyibisubizo kuri RLHF, hamwe na moderi yo kugerageza guhangayika binyuze mumatsinda atukura. Amakuru yihariye-abarangije urwego rwimibare, code, ibitekerezo byindimi nyinshi - akenshi bisaba abahanga b'inzobere, niyo mpamvu amakuru yo mu rwego rwo hejuru yakozwe n'abantu yabaye make, ibitekerezo byingirakamaro.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Igihe kizaza cya AI
Mugihe imiterere yimipaka irambuye byoroshye kurubuga rwurubuga, ibisabwa bigenda bihinduka kubuhanga, amakuru yo murwego rwohejuru rwabantu no gusuzuma neza - Ikibanza cyiza cya Scale. Tegereza iterambere mu isuzuma ry'icyitegererezo, gupima umutekano, ibipimo ngenderwaho by'abakozi, n'amasezerano ya leta, hamwe n'impagarara kuko laboratoire zimwe zubaka amakipe yo mu rugo cyangwa zishingiye cyane ku makuru y’ubukorikori. Igipimo nacyo gisunika mubisuzuma-nka-a-serivisi no kwirwanaho. Igihe kirekire cyacyo: iyo AI yizewe izahora ikenera gupimwa neza, amakuru ashingiye kubantu no gusuzuma byigenga.
Gushyira mu bikorwa Isi
Isosiyete yigenga-yimodoka yishura Scale kugirango yandike amakuru ya lidar na kamera, yerekana imodoka nabanyamaguru kubitekerezo byerekana.
Laboratoire ya AI ikoresha Umunzani kuri RLHF, ifite abantu batondekanya urutonde rwibisubizo kugirango bahuze icyitegererezo.
Ikigo cya leta kigirana amasezerano na Scale yo gusuzuma no gutukura-itsinda rya AI sisitemu yumutekano no kwizerwa.
Umunyamideli wintangarugero aha akazi impuguke za Scale kugirango zandike urwego-rwarangije imibare na coding ingero kugirango tunoze imitekerereze.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Suno
Ibibazo bikunze kubazwa
What is Scale AI?
Scale AI nisosiyete itanga ubuziranenge bwo hejuru bwanditse kandi bugororangingo butanga imiterere ya AI igezweho. Nibyingenzi kuko na algorithms nziza nibyiza gusa nkamakuru bakuramo, kandi Scale yubatse ubucuruzi bwo gutanga ayo makuru murwego rwinganda.
Ni ikihe kibazo cy'ibanze Scale AI ikemura cyane cyane kubateza imbere AI?
Ubucuruzi bwa Scale AI butanga amakuru yujuje ubuziranenge yanditseho kandi akosowe, kubera ko imiterere ari nziza nkamakuru yabo.
Ni ubuhe bwoko bw'amakuru Scale AI yibanze ku kuranga igihe yatangiraga bwa mbere?
Igipimo cyatangijwe no gushyiramo amashusho hamwe namakuru ya sensor yimodoka yigenga, nkabanyamaguru bateramakofe nimodoka.
Niki RLHF, serivisi Igipimo gitanga LLMs, gihagararaho iki?
RLHF niyongerera imbaraga Kwigira kubitekerezo byabantu, aho abantu batondekanya ibisubizo kugirango bahuze icyitegererezo.
Kuki amakuru yinzobere yatanzwe n'abantu yarushijeho kugira agaciro?
Nkuko amakuru yoroshye yurubuga akama, moderi yimipaka ikenera abahanga, amakuru meza-yumuntu-yihariye ya Scale.
Binyuze mu zihe mbuga Scale ikura abantu batangaza amakuru ku isi?
Igipimo gikoresha urubuga nka Outlier na Remotasks mugushakisha no gucunga annotator zabantu kwisi yose.