I-Argumentroupe yithuluzi elihamba phambili le-AI lokuhlola izikhangiso elivumela ukulingisa ukuqinisekiswa komkhankaso kanye nokuhlola imiyalezo yokumaketha nge-AI. Ngokusebenzisa izifanekiso ezingu-9 ze-AI ezimelela izigaba ezahlukahlukene zabantu, inikeza impendulo yabantu ebonakalayo kanye nokuhlola umkhankaso ngaphambi kokuthi iqalwe. Hlola izikhangiso nge-A/B, hlaziya imiyalezo kuzo zonke izigaba zabantu, futhi ubone izingozi ze-PR ngaphambi kokuchitha ibhajethi yakho. Yakhiwe kususelwa ku-framework ye-TinyTroupe ye-Microsoft Research, enemodeli ye-Big Five yezimpawu, ukuze kube nezimpendulo zabantu ezenzeka ngendlela enengqondo.
Hlola imiqondo yemikhankaso, izikhangiso, kanye nemiyalezo nge-persona ezingu-9 ze-AI ngaphambi kokuthi iqalwe. Thola izindawo ezifihliwe, izingozi ze-PR, kanye nemiyalezo ebuthakathaka ngaphambi kokuba zibe yizinkinga ezibiza kakhulu.
Okuhle Kakhulu: Amathimba okumaketha, abaphathi be-brand, izinkampani, kanye nasezinkampanini ezisanda kuqalwa ezethula imikhankaso.
Ukwehluleka kwemikhankaso kubiza kakhulu — ukwethula okubi okukodwa kungachitha izigidi zezimali ezisetshenziselwa izikhangiso, kulimale ukubukwa kwe-brand, futhi kudinga imizamo ebizayo yokulungisa.
Iqembu elihlangene lokuhlola imiyalezo lithatha izinsuku ukuba kuqhutshwe futhi kuhlelwe. Ngalesi sikhathi, impendulo isivele ithole, isikhathi somkhankaso sesivele selushintshile.
Amathimba angaphakathi anezindawo ezifihliwe mayelana nemiyalezo yawo. Ususeduze kakhulu ukuthi ubone ukuthi abantu abangaphandle bazozizwa kanjani ngomkhankaso wakho.
Izimpendulo zabantu ebonakalayo ngaphambi kokuba uchithe imali.
Lingisa izimpendulo ezahlukahlukene zabantu emiqondweni yemikhankaso. Izifanekiso ezingu-9 ezinezici ezahlukahlukene kanye nezitayela zokucabanga zimelela izigaba ezahlukahlukene zabantu.
Hlola izikhangiso nge-A/B nge-persona ezingu-9 ezahlukahlukene. Qhathanisa izihloko, izimpawu, kanye nezinhlobonhlobo zemiyalezo ngesikhathi esisodwa.
I-Devil's Advocate kanye ne-Ethicist ziveza ezinye izinkinga, ukusetshenziswa kabi, kanye nokuzwela kwezomuntu ngaphambi kokuthi kuqalwe.
Hlaziya imiyalezo kuzigaba ezahlukahlukene zabantu. Bona ukuthi izitayela ezahlukahlukene zizizwa kanjani ngentengo yakho kanye nezicelo zokwenza.
Hlola imikhankaso ngaphambi kokuchitha imali ezikhangiso noma ebhajethini yokukhiqiza.
Izimpendulo ezahlukahlukene ezivela ezifanekisweni ezinezitayela ezahlukahlukene kanye nezici.
Vula izingozi ze-PR, ukusetshenziswa kabi, kanye nezinkinga ngaphambi kokuba zivele.
I-ArgumenTroupe yingxenye yomndeni wemikhiqizo emi-4 ehlinzeka nge-Structured Decision Intelligence - kusukela ekuxoxiswaneni kwabantu kuya ekuqondisweni kwe-AI.
Ukuxoxisana okuhlelelwe phakathi kwabantu. Amaqembu ahlela izinqumo njengemihlahlandlela ye-pro/con enezigaba ezingu-16 zokuhlolwa.
Istrateji yenkampani →I-Collective AI Intelligence. Ama-LLMs angu-7 axoxa ngokuzimele, bese ehlela - ukuvumelana kuveza ukuzethemba.
Ukuhlaziywa kwe-Multi-LLM →Ukulandelela izinqumo ze-AI. Gcina ukuthi kungani izikhonzi ze-AI zenze izinqumo - izindlela zokuqapha ezihlelelwe ukuhambisana ne-EU AI Act.
Ukuqondiswa kwe-AI →Ukulingisa ukuxoxisana nge-AI. Izikhundla ezingu-9 ze-AI zixoxa nganoma yisiphi isihloko kusukela kunoma yikuphi - amaqembu abantu abalinganiselwe ngemizuzu.
Funda kabanzi →Ukuhlolwa kwe-A/B olujwayelekile kudinga ukuthi kube khona abantu abasebenza futhi kulinganiswe iziphumo zabo. Indlela yethu inikeza imininingwane kanye nesizathu esingemuva kokuthandwa, esiza ukuthi uqonde ukuthi kungani into isebenza ngaphambi kokuba uyihlole.
Yebo, ungahlela izifanekiso nge-persona ezine-ke ngolwazi lokusebenzisa imikhiqizo yezimbangi, izinkinga ezithile, kanye nezimo mayelana nezindlela ezihlukahlukene emakethe yakho.
Thola izimpawu ezingu-9 zabantu mayelana nemiyalezo yakho ngemizuzu. Ukuzama kwamahhala kuyatholakala.