Kumveka kozungulira nzeru zopangira (AI) yafika mbali zonse za makampani opanga zamakono, ndipo kuyesa mapulogalamu ndi chimodzimodzi. Pamene zida zoyesera zoyendetsedwa ndi AI zimayamba kukopa, zimabweretsa chisangalalo, komanso gawo losokoneza komanso zoyembekeza zosayembekezereka. Mabungwe ambiri amazengereza kutengera Kuyesa kwa AI chifukwa cha malingaliro olakwika okhudzana ndi zovuta zake, kapena amangokhalira kudikirira kuti athetse zovuta zawo zonse zotsimikizira zaubwino.
Kumvetsetsa zomwe AI ingathe kuchita komanso zomwe singachite poyeserera ndikofunikira kuti mupange zisankho mwanzeru. M'nkhaniyi, tikambirana malingaliro olakwika asanu odziwika bwino okhudza AI pakuyesa mapulogalamu, kukuthandizani kuti mulekanitse zowona ndi zopeka ndikukhazikitsa ziyembekezo zenizeni za njira yanu yoyesera.
M'ndandanda wazopezekamo
Malingaliro Olakwika #1: AI Idzalowa M'malo Oyesa Pamanja
Mwina mantha ofala kwambiri mu QA anthu ammudzi ndikuti AI ipangitsa oyesa anthu kutha ntchito. Maganizo olakwikawa nthawi zambiri amabweretsa kukana kwa magulu oyesera ndipo amachititsa nkhawa yosafunikira ponena za chitetezo cha ntchito. Chowonadi ndi chosiyana kwambiri. AI imapambana pakugwira ntchito zobwerezabwereza, zokhala ndi deta monga kuyesa kuyambiranso ndi kuzindikira mawonekedwe. Komabe, oyesa aumunthu amabweretsa kuganiza mozama, ukadaulo, chidziwitso chambiri, komanso chifundo zomwe AI sangathe kubwereza.
Tsogolo la kuyesa silikhudza AI kulowa m'malo mwa anthu, koma AI ikukulitsa luso la anthu. Lingalirani zoyeserera zoyeserera, pomwe oyesa amafufuza mwachangu ntchito popanda zilembo zotchulidwiratu. Izi zimafuna chidziwitso komanso kumvetsetsa kwa machitidwe a ogwiritsa ntchito. Mofananamo, kuwunika zomwe ogwiritsa ntchito amakumana nazo ndikuwunika ngati chinthucho chikukwaniritsa zofunikira zabizinesi zonse zimafunikira kuweruza kwamunthu. Oyesa amatha kutsitsa ntchito wamba kumakina a AI ndikuyang'ana ukatswiri wawo pazinthu zamtengo wapatali monga njira yoyesera ndi mapangidwe ovuta a zochitika. Udindo ukuyenda, osati kutha.
Lingaliro Lolakwika #2: Kuyesa kwa AI Sikufuna Kulowererapo kwa Munthu
Kusamvetsetsana kofala ndikuti mukangoyesa kuyesa kwa AI, mutha kungoyiyika ndikuyiwala. Chikoka choyesa kudziyimira pawokha ndi champhamvu, koma sichiwonetsa momwe AI imagwirira ntchito. Mitundu ya AI imafunikira data yophunzitsira kuti aphunzire machitidwe ndikulosera molondola. Mukayamba kuyesa kuyesa kwa AI, makinawo amafunikira kusanja mosamalitsa, kuphunzitsidwa pa pulogalamu yanu yeniyeni, ndikuwunika mosalekeza kuti muwonetsetse kuti ikuzindikira zovuta zenizeni m'malo mopanga zolakwika.
Kuyang'anira anthu kumakhalabe kofunikira nthawi yonse yoyeserera ya AI. Oyesa akuyenera kutsimikizira zomwe AI apeza, kupereka ndemanga kuti iwonetsetse kulondola kwake, ndikusintha magawo momwe ntchito ikuyendera. AI ikazindikira cholakwika, munthu ayenera kudziwa ngati ndi vuto lalikulu, vuto laling'ono, kapena kungosintha kwamakhalidwe omwe akuyembekezeka. Pomwe pulogalamu yanu ikusinthidwa ndikuwonjezedwa zatsopano, makina a AI akufunika kuphunzitsidwanso kuti amvetsetse zosinthazi. Ganizirani za AI ngati wothandizira kwambiri yemwe amaphunzira ndikusintha pakapita nthawi, koma nthawi zonse amafunikira chitsogozo kuchokera kwa akatswiri odziwa zambiri.
Lingaliro Lolakwika #3: Kukhazikitsa Kuyesa kwa AI Ndikovuta Kwambiri komanso Ndikokwera mtengo
Magulu ambiri amaganiza kuti kuyesa kwa AI kumangofikiridwa ndi mabungwe omwe ali ndi ndalama zambiri komanso magulu odzipereka a sayansi ya data. Lingaliro ili nthawi zambiri limalepheretsa magulu ang'onoang'ono kuti asafufuze mayankho oyendetsedwa ndi AI. Ngakhale nsanja zoyeserera za AI zamabizinesi zitha kukhala zokwera mtengo, mawonekedwe asintha kwambiri. Zida zambiri zamakono zoyesera za AI zidapangidwa kuti zigwirizane ndi ogwiritsa ntchito, zomwe zimafunikira ukadaulo wocheperako wophunzirira makina kuti muyambe. Mayankho opangidwa ndi mtambo apangitsanso kuyesa kwa AI kukhala kosavuta pochotsa kufunikira kwandalama zotsika mtengo zamapangidwe.
Chinsinsi ndichoyamba pang'onopang'ono ndikukulitsa pang'onopang'ono. Yambani ndikuzindikira gawo limodzi lomwe AI ingapereke phindu laposachedwa, monga kuyezetsa zowona kapena kukonza mayeso. Zomangamanga zingapo zotseguka komanso zosankha zamalonda zotsika mtengo zimathandizira magulu amitundu yosiyanasiyana. Ndalamazo ziyenera kuwonedwa kudzera mu lens la mtengo wanthawi yayitali, popeza kuyesa kwa AI kumatha kuchepetsa kwambiri nthawi yomwe imagwiritsidwa ntchito poyesa kuyambiranso ndikugwira nsikidzi koyambirira kwachitukuko. Kwa nsanja ngati testRigor, cholinga chake ndikupangitsa AI kupezeka popanda kufunikira chidziwitso chakuya chaukadaulo, kulola magulu kuti azitha kugwiritsa ntchito makina anzeru popanda zovuta.
Lingaliro Lolakwika #4: AI Itha Kuyesa Chilichonse Mokha kuyambira Tsiku Loyamba
Lonjezo la makina oyesera apompopompo, athunthu ndi osangalatsa, koma amakhazikitsa ziyembekezo zosatheka. Mabungwe ena amayembekeza kuti kuyesa kwa AI kudzasinthiratu mayeso awo onse molondola. M'malo mwake, makina a AI amafunikira nthawi kuti aphunzire machitidwe a pulogalamu yanu, kumvetsetsa machitidwe anthawi zonse ndi achilendo, ndikupanga maziko a chidziwitso. Kuchita bwino kwa Artificial Intelligence pakuyesa mapulogalamu imakula pakapita nthawi pamene dongosolo limagwiritsa ntchito deta yambiri ndikulandira ndemanga pazoneneratu zake.
Kuyeserera kopambana kwa AI kumatsata njira yapang'onopang'ono. Kuyesa kowoneka ndi kuzindikira kwapateni kungapereke phindu mwachangu, pomwe zolosera zam'tsogolo zoyika patsogolo mayeso zimafunikira mbiri yakale kuti zizindikire zomwe zikuchitika. Yambani ndi madera ofotokozedwa bwino, okhazikika akugwiritsa ntchito kwanu komwe AI ingaphunzire machitidwe bwino. Pamene dongosololi likutsimikizira kufunika kwake ndi kulondola kumapita patsogolo, pang'onopang'ono onjezerani kukula kwake kumadera ovuta kwambiri kapena osinthika kawirikawiri. Njira yoyezera iyi imalola gulu lanu kuti likhale ndi chidaliro muukadaulo ndikupanga njira zabwino zogwirira ntchito limodzi ndi machitidwe a AI.
Malingaliro Olakwika #5: Kuyesa kwa AI Ndi Kwa Mabizinesi Akuluakulu Pokha
Pali chikhulupiliro chokhazikika chakuti kuyesa kwa AI ndikwabwino kosungidwa kwa zimphona zaukadaulo zomwe zili ndi ntchito zazikulu komanso zida zopanda malire. Malingaliro olakwikawa amachititsa magulu ambiri ang'onoang'ono mpaka apakatikati kuti asiye kuyesa kwa AI popanda kufufuza momwe angapindulire momwe alili. Chowonadi ndichakuti kuyesa kwa AI kumatha kupereka phindu lalikulu mosasamala kanthu za gulu kapena gulu. Magulu ang'onoang'ono nthawi zambiri amakumana ndi zovuta zambiri kuti achite zambiri ndi zochepa, zomwe zimawapangitsa kukhala oyenera kukulitsa AI.
Mayankho oyesera a Cloud-based AI ali ndi mwayi wopeza demokalase pakuyesa kwaukadaulo. Simufunikanso kubwereka asayansi a data kapena kuyika ndalama pazinthu zodula. Mapulatifomu ambiri amakono amapereka zitsanzo zamtengo wapatali zomwe zimagwirizana ndi kukula kwa timu ndi kagwiritsidwe ntchito, kuwapangitsa kuti athe kupezeka kwa oyambitsa ndi makampani omwe akukula. Lingaliro lotengera kuyesa kwa AI liyenera kutengera zovuta zanu osati kukula kwa bungwe lanu. Kodi mukulimbana ndi kukonza mayeso pomwe pulogalamu yanu ikukula? Kodi kuyesa kuyambiranso kumawononga nthawi yanu yoyesa? Ngati mwayankha inde ku mafunso awa, kuyesa kwa AI kungakhale koyenera kufufuzidwa mosasamala kanthu za kukula kwa gulu lanu.
Kutsiliza
AI pakuyesa mapulogalamu ndi chida champhamvu, koma simatsenga. Malingaliro olakwika asanu omwe tawona akuwunikira mutu womwe wafanana: AI imagwira ntchito bwino ngati mnzako wothandizana nawo m'malo molowa m'malo mwanzeru zamunthu ndi uyang'aniro. Kumvetsetsa zenizeni izi kumathandiza kukhazikitsa ziyembekezo zoyenera komanso kumathandizira magulu kuti agwiritse ntchito bwino AI.
Chinsinsi chakuchita bwino pakuyesedwa kwa AI ndikuyandikira ndikuwona bwino. Yambani ndi zolinga zenizeni, sungani nthawi pakukhazikitsa ndi kuphunzitsa moyenera, ndikuwona AI ngati chothandizira pakuyesa kwanu komwe mulipo osati chipolopolo chasiliva. Pochita izi, muyika gulu lanu kuti lipeze phindu lenileni la kuyesa kwa AI ndikupewa misampha ya zomwe sizingachitike.
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