Incamake
Ikigereranyo na Intambwe-Inyuma isubiza byombi kuyobora icyitegererezo cyo gutekereza kurwego rwo hejuru mbere: kubaza bisa nibibutsa ibibazo bisa nkibikemutse, mugihe intambwe-yinyuma ifite ihame shingiro mbere yo gukemura ibibazo byihariye. Ntacyo bitwaye kuko abstraction akenshi ikubita kwibira muburyo burambuye.
Kwigereranya na Intambwe-Inyuma Kwihuta ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Izi ni ebyiri zifitanye isano __AIU_PROTECTED_11 __- tekinike yubushakashatsi kuva 2023 yo kunoza imitekerereze. Ikibazo gisa nacyo, cyakozwe na Yasunaga na bagenzi be, gisaba icyitegererezo kwikorera intangarugero nkeya zingirakamaro, ibibazo bisa nkaho byabonye neza, nibisubizo byabyo mbere yo gukemura ikibazo cyintego, bikuraho ingero zandikishijwe intoki. Intambwe-Inyuma, na Zheng na bagenzi be, ahubwo ibanza kubaza ikibazo cya abstraction ("ni irihe hame rusange cyangwa ukuri kugenga ibi?"), Kugarura cyangwa impamvu zijyanye n'iryo hame, hanyuma ukabishyira mubibazo bifatika. Byombi bisunika icyitegererezo kure yamakuru ataragera. Intambwe-Inyuma yerekanaga inyungu kubibazo bya fiziki na chimie no kubitekerezo bya hop-hop, mugihe ibigereranyo bitera kunoza imibare no kubyara code ukoresheje ingero kuri buri kibazo cyihariye.
Ubushishozi
Intambwe-Inyuma ikora kuko gushingira igisubizo mumahame yavuzwe (vuga, itegeko ryiza rya gazi cyangwa igisobanuro) bigabanya ibitekerezo birambuye hanyuma bikagabanya kunyerera kurwego ruciriritse. Analogical prompting works kubera ko ibyakozwe-ubwabyo byintangarugero bihuye nikibazo nyirizina kiriho, akenshi birakenewe kuruta ingero nke zashizweho, kandi byerekana uburyo bukwiye bwo gukemura. Impinduka zombi zibara kugarura abstraction iburyo mbere, hanyuma ugakora imirimo irambuye.
Kumenya Analogical and Intambwe-Inyuma Kwihuta
Ikigereranyo na Intambwe-Inyuma isubiza byombi kuyobora icyitegererezo cyo gutekereza kurwego rwo hejuru mbere: kubaza bisa nibibutsa ibibazo bisa nkibikemutse, mugihe intambwe-yinyuma ifite ihame shingiro mbere yo gukemura ibibazo byihariye. Ntacyo bitwaye kuko abstraction akenshi ikubita kwibira muburyo burambuye. Kwigereranya na Intambwe-Inyuma Kwihuta ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Analogical and Step-Back Prompting nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Analogical na Intambwe-Inyuma Yihuta yerekana igishushanyo mbonera, kugarura, no gusubiramo imirongo nka sisitemu imwe y'itumanaho ihuriweho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mugihe kimwe, ibintu bya Hallucinated birashobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Yagura uburyo bwindimi nuburyo bwo gutumanaho. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa-Isi
Gusubiza ikibazo cya fiziki ubanza kuvuga amategeko abigenga (urugero, itegeko rya kabiri rya Newton) ukoresheje intambwe-inyuma, hanyuma ucomeka mumibare
Gukemura ikibazo gishya cyimibare ufite icyitegererezo cyibutsa ibibazo bibiri bisa byakemuwe binyuze mubisubizo bisa
Gukemura ikibazo cyibintu byinshi byoroheje usubira mucyiciro cyagutse cyangwa urwego mbere yo guhuza ukuri
Gukora code mukwiyubaka-igereranya algorithm nigisubizo cyayo, hanyuma ukayihuza numurimo uriho
Uburyo bwo Gushyira mu bikorwa
Kugereranya na Intambwe-Inyuma Kwihuta mubikorwa
Gusubiza ikibazo cya fiziki ubanza kuvuga amategeko abigenga (urugero, itegeko rya kabiri rya Newton) ukoresheje intambwe-ntambwe, hanyuma ucomeka mumibare.
Gusubiza ikibazo cya fiziki ubanza kuvuga amategeko abigenga (urugero, itegeko rya kabiri rya Newton) ukoresheje intambwe-ntambwe, hanyuma ugacomeka mumibare Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kugereranya na Intambwe-Inyuma Kwihuta mubikorwa
Gukemura ikibazo gishya cyimibare ufite icyitegererezo cyibutsa ibibazo bibiri bisa byakemuwe binyuze mubisubizo bisa.
Gukemura ikibazo gishya cyimibare ukoresheje icyitegererezo cyibutsa ibibazo bibiri bisa nkibisubizo byakemuwe binyuze mubigereranirizo bisa Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kugereranya na Intambwe-Inyuma Kwihuta mubikorwa
Gukemura ikibazo cyibintu byinshi byoroheje usubira mucyiciro cyagutse cyangwa urwego mbere yo guhuza ukuri.
Gukemura ikibazo cyibintu byinshi byoroheje usubira mucyiciro cyagutse cyangwa urwego mbere yo guhuza ukuri Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kugereranya na Intambwe-Inyuma Kwihuta mubikorwa
Gukora code mukwiyubaka-igereranya algorithm nigisubizo cyayo, hanyuma ukayihuza numurimo uriho.
Kubyara kode ubwayo ubyara algorithm igereranya nigisubizo cyayo, hanyuma ukayihuza numurimo uriho Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Komeza kugenzura abantu kugenzura ibisubizo byinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.