Uchenjeri hwekugadzira hwashanduka kubva pahunyanzvi hwehunyanzvi kuenda kune izvo nyanzvi dzeindasitiri dzava kudana kuti "chinhu chinobatanidza bhizinesi remazuva ano nenzanga." Sezvatinofamba kusvika mugore ra2025 uye tichitarisa kumakore gumi anotevera, masimba akati wandei ari kuchinja mamiriro eAI, kubva pakubuda kwema "automatic" systems kuenda kuma "multimodal models" ari kuwedzera kuomarara.
Kubva kuMamodheru eMitauro Yakakura kusvika kuMasisitimu eMultimodal
Kana 2023-2024 yaive yemitauro mikuru, saka 2025 igore remitauro mikuru
mamodheru emhando dzakasiyana-siyana (LMMs) - masisitimu anogona kudya nekugadzira zvinyorwa, kodhi, mifananidzo, odhiyo, uye vhidhiyo mukati mehurongwa humwe chete 9. Makambani ari kumhanya-mhanya kugadzira masisitimu anotsigira kutaurirana kwemavara, mifananidzo, odhiyo, uye vhidhiyo panguva chaiyo anogona kuiswa pamidziyo yemagetsi yakaita semafoni.
Kufambira mberi uku kunogoneka nekuda kwenzvimbo dzakabatana dzema token dzinobvumira izwi kuti ribudise chiitiko che3D chinogoneka kana spreadsheet yeruzivo, uye mahwindo emukati anopfuura mamiriyoni e token anoita kuti zvive nyore kurodha ma codebase ese kana ma script efirimu kuti agadziriswe nenzira inochinja-chinja.
Kukura kweAgent AI
Kuzvitonga kana kuti "kusanganisa" AI inomiririra imwe yeshanduko huru muhungwaru hwekugadzira. Masisitimu ayakwete kungogadzira zvemukati chete asiwo kuronga mabasa ane matanho akawandauye kuita izvi pasina kupindira kwevanhu vakawanda. Gartner anoisa AI yehunyanzvi senzira yekutanga yehunyanzvi hwekugadzira tekinoroji muna 2025, achiti masisitimu aya achawedzera kubata mabasa akaomarara kubva pakugadzirisa matikiti eIT kusvika pakurongeka kwekushambadzira uye kunyangwe kutaurirana nezvekutenga.
Kubudirira chaiko kuchauya kana masisitimu ehunyanzvi awana nzira dzakasimba dzekuzviongorora, zvichivagonesa kuyera kutadza kwavo vasati vasvika kuvanhu. Apa ndipo "mushandi pamwe chete" paanorega kuva fananidzo uye ova chokwadi.
Kufambira Kumamodeli Madiki, Akasarudzika
Zvichienderana nepfungwa, gore ra2025 riri kuona kuwedzera kukurumitauro ine chinangwa chakakosha uye mitauro midiki (SLMs)vakadzidziswa pamakambani akarongwa. Izvi zvinoda ma parameter mashoma asi kazhinji zvinoita kupfuura mamwe mamodheru akajairika mumabasa akadai sekufunga kwekurapa kana kuongorora zvibvumirano.
Maitiro aya anomiririra shanduko inoenda kune izvo nyanzvi dzinotsanangura semusika wakapatsanurwa: mamodheru makuru akachengeterwa kugadzira zvinhu, uye maSLM madiki akabatanidzwa kwese kwese kubva kumaMRI scanners kusvika kuma terminals ekutengesa. Kuburitswa kweOpen-weight kunoratidza shanduko chaiyo kune fungidziro yemuno yemutengo, kuvanzika, uye kunonoka kuwana.
Edge AI uye Kugadziriswa Pamudziyo
Kushandiswa kweEdge kuri kuwedzera sezvo masangano akatarisana nematambudziko maviri esimba redata uye mutengo wesimba. Zvishandiso zvehunyanzvi zvakaita semainjini eApple, mapurosesa eQualcomm's Hexagon, uye mamodule eNvidia's Jetson Orin zvinoratidza zviri kuitika.kugona kwekufungidzira pamudziyo.
Mabhenefiti ebhizinesi anosanganisira kunonoka kwekufungidzira kwakayerwa muma microseconds uye pasina muripo we data egress. Ongororo yeMcKinsey ye2024 AI inoratidza 65% yemakambani anoshandisa AI mumabasa maviri, nhamba inotarisirwa kukwira sezvo edge AI ichivhura mashandisirwo aimbove asina kushandiswa semagadzirirwo ekufanotaura munzvimbo dziri kure dzemafuta kana kushandurwa kwemutauro panguva chaiyo mumagirazi eAR.
Kufambira Mberi Kwezvishandiso zveAI uye Kushanda Nesimba
Kufambira mberi kukuru kuri kuitwa mukusimudziramidziyo yeAI yakakoshaizvo zvinovandudza kushanda zvakanaka zvikuru. Mamwe makambani akawana kubudirira kukuru mukushanda zvakanaka, sekuderedza mari yekushandisa ma node maviri ka57 kuburikidza nemamodheru akareruka anogona kushanda pamakadhi ega mumidziyo yemagetsi.
Kufambira mberi uku kuri kuita kuti AI ive nyore kuwana uye igare kwenguva refu nekuderedza zviwanikwa zvemakomputa zvinodiwa pakudzidzisa nekufungidzira. Sezvo michina yemagetsi ichiramba ichivandudzika, tinogona kutarisira kuti kugona kweAI kuvepo munzvimbo dzakasiyana-siyana uye mashandisirwo ari kuwedzera.
Nzira Inoenda Kuhungwaru Hwekugadzira
Indasitiri yeAI iri kuramba ichinyanya kutarisa pakuvandudzwa kwehungwaru hwekugadzira (AGI). Nyanzvi zhinji dzinobvumirana kuti kugona kwe multimodal kwakakosha kuti uwane AGI. Sezvakataurwa neimwe nyanzvi, "Kubva pahungwaru hwehungwaru, zvakakosha kubatanidza ruzivo rwakasiyana-siyana rwe modal munzira dzakasiyana-siyana".
Zvisinei, matambudziko makuru ehunyanzvi achiripo. Mamodheru emazuva ano emultimodal achiri kunetseka nematambudziko ekufunga nezvenzvimbo ari nyore kuvana vadiki, zvichiratidza kuti tichiri muchikamu chekutanga chekuvandudza AGI chaiyo. Mazhinji masisitimu aripo anonyanya kuvimba nekufunga kwakavakirwa pamutauro kunyangwe pakugadzirisa mainputs emultimodal, zvichideredza kugona kwawo munzvimbo dzinoda kunzwisisa nzvimbo.
Kufunga Nezvetsika Nemitemo
Sezvo AI ichiwedzera kuva nesimba uye yakapararira,kufunga nezvetsika uye hurongwa hwemitemovari kuwana kutariswa kwakawanda. Hurumende nemasangano eindasitiri vari kushanda kuti vagadzire nhungamiro nemitemo yekuvandudza nekuisa AI zvine hungwaru, vachitarisa nyaya dzakadai sekuvanzika, rusaruro, pachena, uye kuzvidavirira.
Makore anotevera angangoona kuwedzera kwemabasa ekutonga akapoteredza AI, kunyanya munzvimbo dzakadai sekusimbiswa kwezviri mukati, kuchengetedzwa kwekuchengetedzwa kweruzivo rwevanhu, uye kuzvidavirira pasarudzo dzinotungamirirwa neAI. Makambani anotarisana nematambudziko aya achave akagadzirira kufamba munzvimbo inochinja yekutonga.
Remangwana reAI: Kubatanidzwa uye Kugara Uripo
Tichitarisira mberi, AI yakagadzirira kuwedzera kubatanidzwa mune zvese zve tekinoroji nebhizinesi. Pane kuvapo semasisitimu kana maficha akasiyana,AI ichaiswa mukatimuchimiro chesoftware applications, physical devices, uye mabhizinesi.
Sezvo kubatanidzwa uku kuchikura, tichaona kugona kweAI kusingachaonekwi sezvinhu zvakasiyana ukuwo kuchiwedzera simba mumhedzisiro yazvo. Maitiro anobudirira zvikuru ndeaya anovandudza kugona kwevanhu pasina kuda kutaurirana nemaune ne "AI" sechinhu chakasiyana.
Nezve Kambani Yedu: Isu tiri sangano rekutsvaga nekusimudzira rakatarisana nekusimudzira matekinoroji ehungwaru hwekugadzira uye mashandisirwo awo anoshanda. Chikwata chedu chinoshanda pamberi pekugadzira tekinoroji yeAI, tichibatsirana nevatinoshanda navo muindasitiri kugadzira mhinduro dzinogadzirisa matambudziko chaiwo enyika.
Kuti uwane rumwe ruzivo nezvezvirongwa zvedu zvekutsvagisa nekugadzira AI, shanyira webhusaiti yedu kana kuti bata timu yedu yekutsvagisa.
Munhu wekutaura naye: David
Nhare: 13118683999
E-mail:wangcx28@21cn.com /info@yo-yo.net.cn
WhatsApp: 13118683999
Nguva yekutumira: Nyamavhuvhu-22-2025
