Incamake
Kahneman-Tversky Optimisation (KTO) nuburyo bwo guhuza bwigira kubitoki byoroheje-hejuru cyangwa igikumwe-munsi aho kugereranya byombi. Nibyiza kuko ibitekerezo byombi biroroshye cyane kandi bihendutse gukusanya kuruta urutonde rwibintu byinshi bisaba.
Kahneman-Tversky Optimisiyonike ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
KTO, yatangijwe na Ethayarajh na bagenzi be muri Stanford na AI Contextual AI mu 2024, itira ibitekerezo byiringiro, umurimo watsindiye Nobel wa Daniel Kahneman na Amos Tversky uburyo abantu baha agaciro inyungu nigihombo. Uburyo busanzwe nka DPO bukeneye guhitamo: guhitamo hamwe nigisubizo cyanze kubibazo bimwe. KTO ahubwo ikorana namakuru adafunze aho buri gisohoka cyumuntu cyerekanwe gusa cyifuzwa cyangwa kitifuzwa. Yubaka igihombo-kimuntu gifata iterambere ryikitegererezo nkinyungu cyangwa igihombo ugereranije n’ahantu havugwa, gukoresha kwanga igihombo bityo umusaruro utifuzwa uhanwa cyane kuruta abifuzwa bahembwa. Ibi bituma amakipe akoresha ibimenyetso byinshi byerekana igikumwe-hejuru / hasi bimaze gukusanywa muri porogaramu zitanga umusaruro.
Ubushishozi
KTO isobanura imikorere yagaciro igereranijwe kubitekerezo byiringiro, igapima intera igihembo cyashubijwe cyicaye hejuru cyangwa munsi yumurongo ngenderwaho (akenshi impuzandengo ya KL-gutandukana na politiki yerekana). Ingero zifuzwa zisunika agaciro hejuru, izifuzwa zirayisunika hasi, kandi coefficient de co-igihombo itera gutandukana kuremereye. Byibanze bikeneye ikirango gusa kurugero, ntabwo bihuye byombi.
Kumenya Kahneman-Tversky Optimisation
Kahneman-Tversky Optimisation (KTO) nuburyo bwo guhuza bwigira kubitoki byoroheje-hejuru cyangwa igikumwe-munsi aho kugereranya byombi. Nibyiza kuko ibitekerezo byombi biroroshye cyane kandi bihendutse gukusanya kuruta urutonde rwibintu byinshi bisaba. Kahneman-Tversky Optimisiyonike ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata Kahneman-Tversky Optimisation nkicyitegererezo 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 Kahneman-Tversky Optimization 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
Ukoresheje igikumwe-hejuru / igikumwe-hasi kanda kuri chatbot yoherejwe kugirango uyihuze neza utarinze kubaka byombi bikunda
Guhuza icyitegererezo mugihe ufite ikirundo cyibisubizo 'byiza' na 'bibi' ariko ntagereranywa rihuye kubibazo bimwe
Itsinda ryibicuruzwa bisubiramo ibendera ryerekana (utifuzwa) kandi wabitse ibisubizo (byifuzwa) mumahugurwa ya KTO
Gukemura ibitekerezo bidahwitse aho ibyo udakunda ari gake kuruta gukundwa muguhuza igihombo-kwanga hamwe nuburemere bwishuri
Uburyo bwo Gushyira mu bikorwa
Kahneman-Tversky Optimisation mubikorwa
Ukoresheje igikumwe-hejuru / igikumwe-hasi kanda kuva kuri chatbot yoherejwe kugirango uyihuze neza ntanarimwe wubaka byombi.
Ukoresheje igikumwe-hejuru / igikumwe-hasi kanda kuri chatbot yoherejwe kugirango uyihuze neza utarinze kubaka ibice byombi Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kahneman-Tversky Optimisation mubikorwa
Guhuza icyitegererezo mugihe ufite ikirundo cyibisubizo 'byiza' na 'bibi' ariko ntaho bihuriye nibisobanuro bimwe.
Guhuza icyitegererezo mugihe ufite ikirundo cyibisubizo 'byiza' na 'bibi' ariko ntagereranywa rihuye kubibazo bimwe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kahneman-Tversky Optimisation mubikorwa
Itsinda ryibicuruzwa bisubiramo ibendera ryerekana (utifuzwa) kandi wabitse ibisubizo (byifuzwa) mumahugurwa ya KTO.
Itsinda ryibicuruzwa bisubiramo ibendera ryerekana (bitifuzwa) hamwe nibisubizo byakijijwe (byifuzwa) mumyitozo ya KTO Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kahneman-Tversky Optimisation mubikorwa
Gukemura ibitekerezo bitaringaniye aho ibyo udakunda ari gake kuruta gukunda muguhuza igihombo-kwanga hamwe nuburemere bwishuri.
Gukemura ibitekerezo bidahwitse aho ibyo udakunda ari gake kuruta gukundwa muguhuza igihombo cya KTO hamwe nuburemere bwibyiciro Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro 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.