Ubuhlakani bokwenziwa buguquke busuka kubuchwepheshe obukhethekile baba yilokho ochwepheshe bemboni manje abakubiza ngokuthi "izicubu ezixhumene zebhizinisi nomphakathi wanamuhla." Njengoba siqhubeka no-2025 futhi sibheke eminyakeni eyishumi ezayo, amandla amaningana ahlanganayo ashintsha isimo se-AI, kusukela ekuveleni kwezinhlelo "ezizimele" ezizimele kuya kumamodeli amaningi ayinkimbinkimbi kakhulu.
Kusukela Kumamodeli Ezilimi Ezinkulu Kuya Kuzinhlelo Eziningi
Uma u-2023-2024 wawungowezinhlobo zezilimi ezinkulu, khona-ke u-2025 unyaka wezilimi ezinkulu
Amamodeli e-multimodal (ama-LMM) – izinhlelo ezingangenisa futhi zikhiqize umbhalo, ikhodi, izithombe, umsindo, kanye nevidiyo ngaphakathi kwesakhiwo esisodwa 9. Izinkampani zigijimela ukuthuthukisa izinhlelo ezisekela ukusebenzisana kwangempela kombhalo, isithombe, umsindo, kanye nevidiyo okungafakwa kuhadiwe ye-terminal efana nama-smartphone.
Lokhu kuthuthuka kwenziwa kube nokwenzeka ngezikhala zamathokheni ezihlanganisiwe ezivumela umyalezo wezwi ukuthi uveze isigcawu se-3D esisebenzisekayo noma ispredishithi yokuqonda, kanye namafasitela omongo adlula amathokheni ayisigidi okwenza kube nokwenzeka ukulayisha wonke ama-codebase noma izikripthi zefilimu ukuze kuhlelwe ngendlela eguquguqukayo.
Ukuvela kwe-AI ye-Agent
I-AI ezimele noma "eye-agent" imelela olunye lwezinguquko ezibaluleke kakhulu ekuhlakanipheni kokwenziwa. Lezi zinhlelohhayi nje kuphela ukukhiqiza okuqukethwe kodwa futhi nokuhlela imisebenzi enezinyathelo eziningifuthi uzisebenzise ngokungenelela okuncane kwabantu. UGartner ubeka i-AI ejensi njengomkhuba wezobuchwepheshe obuphambili ka-2025, eqaphela ukuthi lezi zinhlelo zizoqhubeka nokusingatha imisebenzi eyinkimbinkimbi kusukela ekuxazululweni kwamathikithi e-IT kuya ekuhleleni imikhankaso yokumaketha ngisho nezingxoxo zokuthengwa kwempahla.
Impumelelo yangempela izofika lapho izinhlelo ze-ejenti zithola izingibe eziqinile zokuzihlola, ezizivumela ukuthi zihlole ukwehluleka kwazo ngaphambi kokuba zifinyelele kubantu. Yilapho "isisebenzi esikanye" siyeka ukuba yisingathekiso bese siba ngokoqobo.
Ukuqhubekela Emamodelini Amancane, Akhethekile
Ngokuphambene nalokho, u-2025 ubona ukwanda okukhuluamamodeli olimi anezinjongo ezikhethekile kanye nolimi oluncane (ama-SLM)baqeqeshwe ku-corpora yesizinda esikhethiwe. Lokhu kudinga ama-oda amaningi kakhulu amapharamitha ambalwa kodwa ngokuvamile kusebenza kangcono kunezinhlobo ezijwayelekile emisebenzini ekhethekile njengokucabanga kwezokwelapha noma ukuhlaziywa kwenkontileka.
Lo mkhuba umele ukushintshela kulokho ochwepheshe abakuchaza njengemakethe ehlukene: amamodeli amakhulu agcinelwe ukwenziwa kokudala, kanye nama-SLM amancane afakwe yonke indawo kusukela kuma-scanner e-MRI kuya kuma-terminals atholakala endaweni yokuthengisa. Ukukhishwa okuvulekile kuphawula ukujikeleza okuhlosiwe okuya ekunqumeni kwendawo ngezindleko, ubumfihlo, kanye nezinzuzo zokubambezeleka.
I-Edge AI kanye Nokucubungula Kudivayisi
Ukufakwa kwe-Edge kuyashesha njengoba izinhlangano zibhekene nezingcindezi ezimbili zobukhosi bedatha kanye nezindleko zamandla. Ihadiwe ekhethekile njengezinjini ze-neural ze-Apple, amaprosesa e-Hexagon e-Qualcomm, kanye namamojula e-Jetson Orin e-Nvidia abonisa ukuthambekela okuya phambili.amakhono okucabanga kudivayisi.
Ubuhle bebhizinisi buhlanganisa ukubambezeleka kokuqagela okulinganiswe ngama-microsecond kanye nokungabikho kwemali yokuphuma kwedatha. Inhlolovo ye-AI kaMcKinsey ka-2024 ikhombisa ukuthi ama-65% ezinkampani ezisebenzisa i-AI okungenani emisebenzini emibili, inani okulindeleke ukuthi likhuphuke njengoba i-AI enqenqemeni ivula izimo zokusetshenziswa ezazingaxhunyiwe ku-inthanethi ngaphambilini njengokulungiswa kokubikezela ezindaweni zikawoyela ezikude noma ukuhumusha ulimi ngesikhathi sangempela ezingilazini ze-AR.
Intuthuko Yehadiwe Ye-AI Nokusebenza Kahle
Kwenziwa intuthuko enkulu ekuthuthukiseniihadiwe ye-AI ekhethekilelokho kuthuthukisa kakhulu ukusebenza kahle. Ezinye izinkampani ziye zazuza kakhulu ekusebenzeni kahle, njengokunciphisa izindleko zokufakwa kwama-node amabili ngezikhathi ezingu-57 ngamamodeli alula angasebenza kumakhadi angawodwa emishinini yokugcina.
Lokhu kuthuthuka kwenza i-AI ifinyeleleke kalula futhi iqhubeke ngokunciphisa izinsiza zokubala ezidingekayo ekuqeqeshweni nasekuqondeni. Njengoba ihadiwe iqhubeka nokuthuthuka, singalindela ukuthi amakhono e-AI atholakale ezindaweni nasezinhlelweni ezahlukahlukene.
Indlela Eya Ekuhlakanipheni Okuvamile Kokwenziwa
Imboni ye-AI igxile kakhulu ekuthuthukisweni kobuhlakani obujwayelekile bokwenziwa (i-AGI). Ochwepheshe abaningi bayavuma ukuthi amakhono e-multimodal abalulekile ekufezeni i-AGI. Njengoba omunye uchwepheshe ephawulile, "Kusukela emnyombweni wobuhlakani, kuyadingeka ukuhlanganisa ulwazi oluhlukahlukene lwe-modal kuzo zonke izindlela".
Noma kunjalo, kusenezinselele ezinkulu zobuchwepheshe. Amamodeli amanje e-multimodal asabhekene nezinkinga zokucabanga kwendawo ezilula ezinganeni ezincane, okubonisa ukuthi sisesezigabeni zokuqala zokuthuthukiswa kwe-AGI yangempela. Izinhlelo eziningi zamanje zithembele kakhulu ekucabangeni okusekelwe olimini ngisho nalapho zicubungula okokufaka kwe-multimodal, okunciphisa amakhono azo ezindaweni ezidinga ukuqonda kwendawo.
Ukucatshangelwa Kokuziphatha kanye Nezinhlaka Zokulawula
Njengoba i-AI iba namandla futhi isakazeka kabanzi,ukucatshangelwa kokuziphatha kanye nezinhlaka zomthethobathola ukunakwa okwengeziwe. Ohulumeni kanye nezinhlangano zezimboni basebenza ukusungula iziqondiso kanye nezindinganiso zokuthuthukiswa nokusetshenziswa kwe-AI okunesibopho, begxile ezindabeni ezifana nobumfihlo, ukubandlulula, ukucaca, kanye nokuziphendulela.
Iminyaka ezayo cishe izobona ukwanda komsebenzi wokulawula ophathelene ne-AI, ikakhulukazi ezindaweni ezifana nokuqinisekiswa kokuqukethwe, ukuvikelwa kobumfihlo, kanye nokuziphendulela ngezinqumo eziqhutshwa yi-AI. Izinkampani ezibhekana nalezi zinkinga ngendlela ephumelelayo zizoba sesimweni esingcono sokuhamba endaweni yokulawula eshintshashintshayo.
Ikusasa le-AI: Ukuhlanganiswa kanye Nokutholakala Konke
Uma sibheka phambili, i-AI isilungele ukuhlanganiswa kakhulu kuzo zonke izici zobuchwepheshe kanye nebhizinisi. Esikhundleni sokuba khona njengezinhlelo noma izici ezihlukene,I-AI izofakwangaphakathi kwezinhlelo zokusebenza zesofthiwe, amadivayisi angokoqobo, kanye nezinqubo zebhizinisi.
Njengoba lokhu kuhlanganiswa kujula, sizobona amakhono e-AI eba yinto engabonakali kangako njengezici ezihlukile ngenkathi eba namandla kakhulu emiphumeleni yawo. Ukuqaliswa okuphumelele kakhulu kuzoba yilawo athuthukisa amakhono abantu ngaphandle kokudinga ukusebenzisana okuqondile ne-"AI" njengento ehlukile.
Mayelana Nenkampani Yethu: Siyinhlangano yocwaningo nentuthuko egxile ekuthuthukiseni ubuchwepheshe bobuhlakani bokwenziwa kanye nezinhlelo zabo zokusebenza ezingokoqobo. Ithimba lethu lisebenza phambili ekusungulweni kwe-AI, lisebenzisana nabalingani bemboni ukuthuthukisa izixazululo ezibhekana nezinselele zomhlaba wangempela.
Ukuze uthole ulwazi olwengeziwe mayelana nezinhlelo zethu zocwaningo lwe-AI kanye nentuthuko, vakashela iwebhusayithi yethu noma uxhumane nethimba lethu locwaningo.
Umuntu Oxhumana Naye: UDavid
Ucingo: 13118683999
E-mail:wangcx28@21cn.com /info@yo-yo.net.cn
I-WhatsApp: 13118683999
Isikhathi sokuthunyelwe: Agasti-22-2025
