Ingabe umehluko emiphumeleni yokubikezela phakathi kwamaqembu amabili ezinhlanga/obulili kusuka ku-algorithm yokufaka amaphuzu esikweletu kwakha ukuchema kwinqubo yokuqoqa idatha noma ku-algorithm uqobo?
Ngithi umehluko emiphumeleni yokuhlolwa kwesikweletu uyinkinga yemininingwane kanye nokuchema kwe-algorithmic. Ake siqale sihlole ukucwaswa kwedatha. Ngicabanga ngemodeli ngokwayo njengebhokisi elimnyama elikhiqiza okukhishwayo ukufeza izinhloso ezithile <unk> esimweni sokulinganisa isikweletu, inhloso ukunemba, ukukhumbula, nokunemba kokubikezela ubungozi bokwehluleka. Imodeli engakaqeqeshwa ayibabandlululi abasebenzi abavela kwamanye amazwe, abesifazane, noma intsha: empeleni, ayizicabangi lezi ziqu (ezakhiwe umphakathi) ngendlela abantu abazenza ngayo. Nokho, iqoqo lemininingwane imodeli eqeqeshelwe kulo ligcwele ukucwasana okwakhiwe emphakathini. Ngokwesibonelo, izindinganiso zomphakathi zibeka abesifazane njengabangakwazi ukwenza izinto, izisebenzi zakwamanye amazwe njengabangathembekile, nentsha njengabantu abangenakho okuhlangenwe nakho, okuholela ekwandeni kwezinga lokungasebenzi nasezimweni zokuphila ezimbi kakhulu kula maqembu. Amathuba aphakeme okwehluleka kwabo okuvela emlandweni awabangelwa kakhulu ukwehluka kwamakhono okuhlobene nokwakheka kwabantu kunalokho kuvela emijikelezweni emibi ekhiqizwa yimibono ejwayelekile yomphakathi. Ama-stereotypes enza amasethi wedatha abe nobandlululo, okwenza ama-algorithms abe nobandlululo: uma kunikezwe umgomo wokukhulisa ukunemba kokubikezela, imodeli ifunda i- <unk> amaphethini <unk> kusethi yedatha futhi ifaka umehluko owakhiwe emphakathini njengengxenye ye-algorithm yayo yokubikezela. Ingabe singasola i-algorithm? <unk> Phela, imodeli ivinjelwe <unk> emlandweni <unk> futhi ayinalo ikhono lokucabanga ngamakhono amaqembu ahlukunyezwe ngokomlando. Ngokuyisisekelo sinesimo sokuthi "imfucumfucu ingenile, imfucuza iphume" esibangelwe ukuhlehla komlando nokumelwa kokungeniswa kwedatha.  Ngakolunye uhlangothi, ngiphikisa ngokuthi umehluko wemiphumela namanje uyisici sokuchema kwe-algorithmic. Ngikholwa ukuthi sisengakwazi 'ukugxeka' imodeli ngezinhloso nemikhawulo okumele ihlangabezane nayo (noma ngabe thina bantu sibabeka kwasekuqaleni). Njengoba kuboniswe ngenhla, ngokunemba njengendlela yokulinganisa, lonke i-algorithm yokubikezela / yokubikezela eyakhelwe kumasethi wedatha yomlando ihloselwe ukuphinda umlando ngaphandle kokufuna izindlela zomphakathi ezingaba khona noma eziqondayo. Ingabe umgomo wokukhulisa ukunemba uqobo lwawo uwukukhetha? <unk> Uma singabona umjikelezo omubi owenziwe futhi owenziwa kabusha yizinganekwane ezakhiwe emphakathini (abesifazane ababuthakathaka, intsha engenangqondo, kanye nokuzonda abantu bakwamanye amazwe), imodeli efunda ngenkuthalo futhi isakaza izinhlobo ezithile zezindinganiso zomphakathi ngokuqinisekile kufanele ibizwe ngokuthanda kwayo! Kodwa-ke, sibopha amamodeli ukuze silungiselele leyo migomo, futhi ukuze sibhekane nokuchema okungokwemvelo kumamethrikhi, thina bantu sinesibopho sokuguqula imigomo bese sengeza imikhawulo efanelekile. Ngokwesibonelo, ekubekeni izinhlelo sihlangabezana amasu ukunciphisa ukuthi wenqaba izibikezelo ngaphakathi umngcele isinqumo esithile. Ngaphandle kwamasu anjengokwenqaba okusebenzayo, singakwazi yini ukwengeza imingcele enjengokukhuthaza ukukhula kwamaqembu ahluphekile njengenjongo? Ngaphandle kwalezi zingqinamba, ngingasho ukuthi umehluko wemiphumela futhi uhlanganisa ukuchema kwe-algorithmic engxenyeni yokucaciswa kwenhloso.