Kungani onjiniyela abasebenzisa i-AI besebenza amahora amade

Indida ye-AI: Amandla Angeziwe, Amahora Amade

I-Artificial Intelligence bekufanele ikhulule kakhulu konjiniyela. Isithembiso sasicacile: yenza okujwayelekile, usheshise inkimbinkimbi, futhi ukhulule ubuhlakani bomuntu bokucabanga kwamasu okusezingeni eliphezulu. Nokho, kuvela umkhuba othakazelisayo. Esikhundleni sokunciphisa usuku lokusebenza, onjiniyela abaningi abasebenzisa i-AI bazithola besebenza amahora amade. Lena akuyona indaba yokwehluleka kwe-AI, kodwa kunalokho enye yayo ephumelela ngezindlela ezingalindelekile, idala isethi entsha yezinselelo namathuba alolonga kabusha usuku lomsebenzi. Umgomo wokusungula izinto ezintsha ngokushesha kunangaphambili ucindezela amaqembu ukuthi afinyelele umkhawulo wawo, okugqamisa isidingo sezakhiwo ezisebenzayo ezihlakaniphe ngokuhambisana nekhodi ehlakaniphile.

Inkinga Yokulungisa Iphutha kanye nenkinga "Ye-Last Mile"

Esinye sesikhathi esibaluleke kakhulu esicwila ekuhambeni komsebenzi okuthuthukisiwe kwe-AI yilokho okungabizwa ngokuthi "inkinga yokususa iphutha." Amathuluzi okukhiqiza amakhodi e-AI anekhono elimangalisayo ekukhiqizeni amakhodi amaningi ngokushesha. Nokho, le khodi ngokuvamile idinga ukubuyekezwa okubanzi, ukuhlolwa, nokucwengwa. Iqhaza likanjiniyela liyashintsha lisuka ekubhaleni lisuke ekuqaleni liye ekubeni umbuyekezi onguchwepheshe kanye nesixazululi sozakwethu we-AI. Le nqubo ingadla isikhathi ngokumangalisayo. I-AI ingase ikhiqize ikhodi esebenza kahle kodwa engasebenzi kahle, engavikelekile, noma engahambisani namaphethini ezakhiwo ezithile. Ukujaha lezi zinkinga ezicashile, ukwenza kabusha ikhodi ephakanyiswe yi-AI, nokuqinisekisa ukuthi ihlanganisa ngaphandle komthungo nezinhlelo ezikhona ngokuvamile kuthatha isikhathi esiningi kunokubhala isixazululo esilula, esiqondwayo ngesandla. U-10% wokugcina wokupholisha kanye nokwenza kahle okukhiqizwa yi-AI—"imayela lokugcina" -angadla u-50% womzamo.

Imbobo Yogwaja Yamathuba Angapheli

I-AI ayigcini nje ngokwenza ikhodi; yakha imibono. Uma unjiniyela ebambeke enkingeni, ucwaningo lwendabuko lungase luveze izixazululo ezingaba khona ezimbalwa. Ithuluzi le-AI, nokho, lingaphakamisa inqwaba yezindlela, ngayinye enama-nuances ayo, imitapo yolwazi, nezindlela zokuqalisa. Le nala yokuzikhethela, nakuba inamandla, ingaholela ekukhubazekeni kokuhlaziya. Onjiniyela bangachitha amahora behlola lezi zindlela ezikhiqizwe yi-AI, benza i-prototyping ngayinye ukuze bahlole ukufaneleka kwayo, kunokuba bazibophezele ekusebenziseni nasekusebenziseni ngokujulile isu elilodwa, eliqondwa kahle. Ithuluzi elihloselwe ukonga isikhathi esikhundleni salokho livula imbobo onogwaja yamathuba angapheli, likhuthaze ukuhlola ngesilinganiso okungaba nzima ukusiphatha phakathi nosuku olujwayelekile lomsebenzi. Isilingo sokuthola isisombululo "esiphelele" esiphakanyiswe yi-AI singadlula i-pragmatism yokuthumela "enhle ngokwanele".

Amakhono Okushintsha kanye Nomthwalo Wokuhlanganisa

Ukuhlanganiswa kwe-AI ekugelezeni komsebenzi wokuthuthukisa akulula. Kudinga isethi yamakhono entsha. Onjiniyela kumele babe nekhono kulokhu:

• Ubunjiniyela Bokwazisa: Ukwenza ukwaziswa okunembayo, okusebenzayo manje kuyikhono elibalulekile, elidinga ukuphindwaphindwa nokwenza.
• Ukuhlola Ithuluzi Le-AI: Ukuhlola ngokuqhubekayo ukuthi yiliphi ithuluzi le-AI noma imodeli ewufanelekela kangcono umsebenzi othile.
• Ukubuyekezwa Kwekhodi Kokukhiphayo kwe-AI: Ukuthuthukisa iso elibalulekile lokubona izinhlobo ezihlukile zamaphutha noma amaphethini aphikisanayo alethwe i-AI.
• Ukuhlolwa Kokuziphatha Nokuphepha: Ukuqinisekisa ukuthi ikhodi ekhiqizwe yi-AI ithobelana nezindinganiso zokuphepha.

Ukufunda nokusebenzisa lawa makhono amasha ngokushesha kwengeza umthwalo obalulekile wokuqonda nokutshala isikhathi. Ngaphezu kwalokho, ukuhlanganisa amathuluzi e-AI kumapayipi e-CI/CD akhona, amasistimu okulawula inguqulo, nezinkundla zokuphatha amaphrojekthi kudala umthwalo wezobuchwepheshe owela kubathuthukisi, okuholela emahoreni amade achithwa ekucushweni nasekuxazululeni izinkinga esikhundleni sokuthuthukiswa okumsulwa.

"Isithuthukisi sokuqala sokukhiqiza esivela ku-AI singokoqobo, kodwa siqondise kabusha ukugxila kwethu kusukela ekubhaleni kuya ekulawuleni nasekucupheni okuphumayo kwe-AI. Umgoqo usushintshile ekudalweni waya ekulawuleni ikhwalithi, futhi leyo inselele eyinkimbinkimbi kakhulu." – Unjiniyela Omkhulu Ogcwele Isitaki

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Ibheke Entuthukweni Eqhutshwa yi-AI eqhubekayo

Ukhiye wokusebenzisa amandla e-AI ngaphandle kokushisa onjiniyela ulele ezinqubweni ezingcono, hhayi nje ukwaziswa okungcono. Yilapho uhlelo lokusebenza oluhlangene lubaluleka khona. Amaqembu adinga ihabhu elimaphakathi ukuze alawule isivinini esikhulayo nobunkimbinkimbi obethulwa yi-AI. Inkundla efana ne-Mewayz ihlinzeka ngesakhiwo esidingekayo ukuze kugcinwe amaphrojekthi esendleleni. Ngokuhlanganisa ukuphathwa kwephrojekthi, ukuxhumana, kanye nemibhalo ku-OS eyodwa eyimojuli, i-Mewayz isiza amaqembu ukuthi axhumanise imijikelezo yokuphindaphinda esheshayo evumela i-AI. Esikhundleni sokushintsha umongo phakathi kwamathuluzi ahlukene, abathuthukisi bangagxila emsebenzini wenani eliphezulu wokuqondisa i-AI, ngokubonakala okucacile emigomeni yephrojekthi kanye nezinsuku zokugcina. Ikusasa lentuthuko alikona nje ukusebenza ngobuhlakani nge-AI; kumayelana nokwakha uhlaka lokusebenza oluhlakaniphile, oluqinile olusekela le ndlela entsha yokusebenza, oluqinisekisa ukuthi amandla e-AI aholela ekusungulweni okusha, hhayi ekuphelelweni amandla.