Thola amathuluzi, izindaba, nezifundo
Indawo eyodwa yokuhlola konke okuqukethwe kwe-AI okushicilelwe.
“AI”Imiphumela engu-936 kulesi sigaba
Amathuluzi e-AI
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Ibhokisi lamathuluzi e-AIIsilinganiso 8.6ModelScopeI-ModelScope iyinkundla yezinsizakalo zamamodeli yomthombo ovulekile eyethulwe yi-DAMO Academy yakwa-Alibaba. Ihloselwe abathuthukisi be-AI, abacwaningi, amaqembu ezinkampani nezikhungo zemfundo, futhi inikeza uchungechunge lwamathuluzi olusuka ekuhloleni amamodeli luye ekwenzeni inference, ekuqeqesheni, ekusabalaliseni nasekuthuthukiseni izinhlelo zokusebenza. Le nkundla ihlanganisa amamodeli angaphezu kuka-300, ahlanganisa umbono wekhompyutha, ukucutshungulwa kolimi lwemvelo, inkulumo, ama-multimodal kanye ne-computing yesayensi, futhi inikeza namandla okwabelana ngamamodeli, ukuphatha ama-dataset kanye nokusabalalisa efwini. Abasebenzisi bangathola amamodeli ngokomsebenzi, bawahlole, bawenze i-fine-tuning noma bawaqeqeshe, bese bewaxhuma kumaphrojekthi besebenzisa umtapo wePython nezixhumanisi ezihlanganisiwe. Ekusetshenzisweni kwangempela, izindleko zokuhambisana kusafanele zihlolwe ngokusekelwe kokuncika kwemodeli, kumandla ekhompyutha nasendaweni yokusabalalisa.
Inkundla yokufunda nge-AIIsilinganiso 8.3SynteaI-Syntea iyinkundla yokufunda ye-AI yabafundi base-IU International University of Applied Sciences, egxile kakhulu ekusizeni ukufunda ngokusekelwe kokuqukethwe kwezifundo zesikole. Abafundi bangaqala ngokusebenzisa ukuhlolwa kwangaphambi kokufunda ukuze baqonde izinga lolwazi lwabo, bese besebenzisa imibuzo yezifundo nezingxoxo ezijulile ukuze bahlele imiqondo futhi bahlaziye izinselele, kanti ukuqeqeshwa kwezivivinyo kubavumela ukuzilolonga ngezahluko; ukulandelela inqubekelaphambili yokufunda kusetshenziselwa ukubuka isimo sokufunda ngezikhathi ezithile. Ifanele abafundi base-IU ababhalisile abadinga usizo oluhlobene nezifundo futhi abafuna ukuhlela isikhathi sabo sokufunda ngokuzimela. Ulwazi olutholakalayo njengamanje lubonisa ukuthi le sevisi imahhala futhi isasebenza. Njengoba igxile kokuqukethwe kwezifundo ze-IU, abasebenzisi bezinye izikole noma izinhlelo zezifundo bangase bangatholi ukuhambisana okufanayo; izimpendulo ezithile kufanele ziqinisekiswe kusetshenziswa izincwadi zokufunda nezidingo zezifundo.
Amathuluzi okuqamba e-AIIsilinganiso 8.5CatiMindI-CatiMind iyithuluzi lobuciko le-AI elethulwe yithimba le-Yijian AI, eligxile ezinhlelweni zokusebenza zezimboni nasekukhiqizeni okuqukethwe ngemidiya eminingi. Leli pulatifomu lisekelwe ekwakhiweni kwamafu, lihlanganisa amakhono ezithombe, amavidiyo, ukumodela kwe-3D nomsindo we-AI endaweni eyodwa yokudala, futhi linciphisa ubunkimbinkimbi bokucushwa ngamamojula emisebenzi asevele elungiselelwe nokuhamba komsebenzi. Abasebenzisi bangakhetha izinqubo esipheqululini, basebenzise amamodeli afanele futhi baqedele ukukhiqizwa kokuqukethwe. Lilungele abasebenzi bokudala, othisha, abathandi ngabanye, kanye namabhizinisi namanyuvesi adinga izixazululo ezenziwe ngokwezifiso. Leli pulatifomu lisekela izindlela zamahhala nezikhokhelwayo; amakhono athuthukile, izindleko eziqondile kanye nobubanzi bokutholakala kufanele kuqinisekiswe ekhasini elikhona njengamanje.
Inkundla yokufunda nge-AIIsilinganiso 8GauthmathI-Gauthmath iyinkundla yokufunda esizwa yi-AI yabafundi kusukela esikoleni samabanga aphezulu kuya enyuvesi, egxile ekuboneni, ekuxazululeni nasekuchazeni izinyathelo zemibuzo yezibalo nesayensi. Abasebenzisi bangathatha isithombe sombuzo bawulayishe, bese uhlelo lubuyisa inqubo yokuwuxazulula nezincazelo ezifanele, noma bacele usizo kubafundisi abangochwepheshe lapho kudingeka. Inkundla ihlanganisa izifundo ezifana nezibalo, ifiziksi, ikhemistri, ibhayoloji, izibalo-mgomo nezomnotho. Ifanele abazifundelayo, futhi ingasetshenziswa abazali, othisha nasezimweni zokufunda ukude njengethuluzi lokusiza. Inkundla isebenzisa imodeli ehlanganisa izinsizakalo zamahhala nezikhokhelwayo; ububanzi bezinsizakalo nezindleko kufanele kuqinisekiswe ekhasini langempela. Izimpendulo ezikhiqizwe yi-AI zisadinga ukuhlolwa ngumsebenzisi ngokubheka incwadi yokufunda, imibandela yombuzo kanye nenqubo yokubala.
Amathuluzi omsindo e-AIIsilinganiso 8.6CleanvoiceI-Cleanvoice iyithuluzi le-AI lokuhlanza umsindo elenzelwe abadali bamaphodikasti nokuqukethwe okulalelwayo. Lisetshenziselwa ikakhulukazi ukususa amagama okugcwalisa, umsindo ongemuva, ukuthula okude kakhulu, imisindo yomlomo nokuphefumula ekurekhodweni. Ngemva kokulayisha okurekhodiwe, abasebenzisi bangakuhlanza ekuqaleni ngenqubo ezenzakalelayo futhi bacubungule amathrekhi ahlukene ezivakashi eziningi. Umkhiqizo uphinde usekele ukukhiqizwa kwezifinyezo zamaphodikasti, amanothi ezahluko kanye nemibhalo yokukhangisa ezinkundleni zokuxhumana. Ufanele amaphodikasti, izincwadi ezilalelwayo, amavidiyo, izifundo nokurekhodwa kwemihlangano, futhi ungasebenza njengethuluzi lokuhlela kokuqala lonjiniyela bomsindo. Ukuhlonza nokususa okuzenzakalelayo kungashintsha ithoni, izikhawu zokuthula noma indlela okuqukethwe kuvezwa ngayo, ngakho kusadingeka ukuhlolwa komuntu ngaphambi kokushicilela ngokusemthethweni.
Amathuluzi omsindo e-AIIsilinganiso 8.5Amadeus CodeI-Amadeus Code iyithuluzi lokuqamba umculo nge-AI elenzelwe abadali bomculo, elisetshenziswa kakhulu ukukhiqiza ugqozi lwemiculo nemidwebo yezingoma. Abasebenzisi bangakhetha ngokwesitayela, isigqi, imizwa noma ama-chord, bese uhlelo lukhiqiza imiculo emisha ephezulu futhi luvumele ukuhlunga izinketho ezahlukene ngokuphindaphindiwe. Okuqukethwe okukhiqiziwe kungathunyelwa njengamafayela e-MIDI, ukuze kuqhutshekwe nokuhlelwa nokulungiswa ku-digital audio workstation (DAW). Leli thuluzi lilungele ababhali bezingoma, abaculi abazimele, abadali bokuqukethwe kwamavidiyo nabathandi bomculo abafuna ukuzama ukuqamba umculo nge-AI, ukuze banqobe ukuvinjwa kokudala, bakhe uhlaka lwengoma noma barekhode imibono yokuqala. Kufanele kuqashelwe ukuthi ligxile kakhulu ekusizeni ngomculo nasekukhiqizeni imidwebo, hhayi ekuqedeni ingoma yonke ngokuchofoza okukodwa; ukuhlela nokukhiqiza komuntu kusadingeka kamuva.
Amathuluzi Okuhlela nge-AIIsilinganiso 9PencilI-Pencil iyithuluzi lokuklama nokuthuthukisa elinikwe amandla yi-AI, elisekelwe kuphrothokholi ye-MCP, elifaka ikhanvasi engenamkhawulo efana ne-Figma ngaphakathi kwama-IDE afana ne-VSCode ne-Cursor. Abasebenzisi bangakha futhi balungise imiklamo yezixhumi zobuso endaweni yekhodi, bese besebenzisa abasizi bokuhlela be-AI ukuze baqonde umongo womklamo futhi bakhiqize ikhodi ye-React, HTML ne-CSS. Amafayela omklamo angaphathwa njengengxenye yenqolobane ye-Git ukuze alandelelwe ngezinguqulo, okwenza ithuluzi lifanele onjiniyela abagcwele, onjiniyela be-frontend, abaklami be-UI/UX, kanye nabasebenzisi abasebenzisa abasizi bokuhlela be-AI ekwakheni ama-prototype. Lisiza ukunciphisa ukushintshashintsha phakathi komklamo nokuwusebenzisa, kodwa ikhodi ekhiqiziwe kusadingeka ihlolwe futhi ilungiswe ngokuvumelana nesakhiwo sephrojekthi nezidingo zangempela.
Amathuluzi okudweba nge-AIIsilinganiso 8.8A1I-A1 iyithuluzi elilula lokudala elihlanganisa ukukhiqizwa kwezithombe nge-AI, ukukhiqizwa kwamavidiyo kanye nemiphumela yokuhlunga. Abasebenzisi bangakhiqiza izithombe ngombhalo, balayishe izithombe ukuze baziguqule zibe nezitayela ezahlukene, futhi basebenzise izihlungi zezithombe namavidiyo ukwenza izithombe zamaphrofayela, izithombe zabashadikazi, izithombe zemibhalo esemthethweni, izithombe zesitayela se-anime, amakhathuni e-3D, izithombe zakudala, izithombe zezilwane ezifuywayo kanye nemibono yamaphosta. Ifanele ukuphathwa kwezinkundla zokuxhumana, usizo lokuklama, ukuhlola izinto zamavidiyo amafushane kanye nokudala ukuzijabulisa komuntu siqu, isiza abasebenzisi ukuhlola ngokushesha izinkomba ezahlukene zokubukeka. I-A1 iphinde inikeze amandla okusebenzisa i-API, okwenza kube lula konjiniyela namathimba emikhiqizo ukuyihlanganisa nezinqubo zabo. Kumaphrojekthi ayinkimbinkimbi noma anezidingo eziphakeme, imiphumela ekhiqizwayo isadinga ukukhethwa ngesandla nokulungiswa okwengeziwe.
Izingxoxo ze-AIIsilinganiso 8.6通义I-Tongyi iyinkundla yengxoxo ye-AI eyethulwe yi-Alibaba, eyenzelwe abasebenzisi abafuna ukusebenzisa ubuhlakani bokwenziwa ekusingatheni imisebenzi yansuku zonke yomsebenzi nokufunda. Abasebenzisi bangasebenzisa indawo eyodwa yokungena ukuze baxoxe futhi baqede imisebenzi efana nokubhala, ukuhumusha, ukukhipha amaphuzu abalulekile emibhalweni, ukudala nokulungisa izithombe, ukuqedela nokulungisa ikhodi, kanye nokuguqula okuqoshiwe kwemihlangano kube umbhalo nokuhlela amaphuzu abalulekile. Ilungele abasebenzi basehhovisi, abafundi, abadali bokuqukethwe, abaklami, abahleli bezinhlelo kanye nabasebenzisi abajwayelekile, ukuze bahlele ulwazi, bathole ugqozi, benze uhlaka lokuqala noma basizwe ekuthuthukiseni izinhlelo. Inkundla inikeza kokubili izindlela zokusebenzisa zamahhala nezikhokhelwayo; ububanzi obutholakalayo kufanele buqinisekiswe ekhasini eliboniswayo. Okuqukethwe okukhiqiziwe kusengaba namaphutha, ngakho umsebenzisi kufanele akuqinisekise lapho kuhileleka izinqumo zobungcweti, ukushicilelwa okusemthethweni noma ukwethulwa kwekhodi ekukhiqizweni.
Amathuluzi omsindo e-AIIsilinganiso 8.5MurfIMurf iyinkundla yokudala umsindo nge-AI, esetshenziswa kakhulu ukuguqula imibhalo ibe inkulumo nokwenza amavoisi amavidiyo, izethulo nezinye izinto. Abasebenzisi bangakhetha izwi, balungise isivinini sokukhuluma nezikhawu, bese beqedela umsebenzi ngokuvumelanisa umsindo nevidiyo nokwengeza umculo ongemuva. Inkundla iphinde inikeze ukukopisha izwi, ukushintsha izwi, amavoisi okuhumusha namandla e-API. Ifanele amaqembu ezokumaketha nokuqeqesha ezinkampani, abadali bokuqukethwe, othisha nabathuthukisi abadinga izici zokusebenzisana ngezwi. IMurf inikeza izindlela zokusebenzisa zamahhala nezikhokhelwayo, kodwa imikhawulo ethile, ikhwalithi yamazwi nezimvume zezici kufanele kuqinisekiswe ohlelweni lwamanje; okuqukethwe okukhiqiziwe kusafanele kubuyekezwe umuntu.
Amathuluzi okubhala e-AIIsilinganiso 8.6AnywordI-Anyword iyithuluzi lokubhala le-AI lamaqembu ezokumaketha, eligxile ekukhiqizeni okuqukethwe kokumaketha nasekuhloleni ukusebenza kwemibhalo. Abasebenzisi bangakha izinguqulo ezahlukene zemibhalo yezikhangiso, yezinkundla zokuxhumana noma yokumaketha imikhiqizo kumhleli, baqhathanise izinguqulo besebenzisa amaphuzu okusebenza abikezelwe, bese benza izinguquko ngokusekelwe kuzwi lomkhiqizo nasekuhlaziyweni kokuqukethwe. Abasebenzisi abaqondisiwe bahlanganisa amaqembu okuthengisa agxile emiphumeleni, ukumaketha kokuqukethwe, ukumaketha kwemikhiqizo, kanye namaqembu ezinkampani adinga ukugcina izindinganiso zokuqukethwe zifana. Umkhiqizo unikeza izinhlelo zamahhala nezikhokhelwayo. Kubalulekile ukuqaphela ukuthi amaphuzu okubikezela kufanele asetshenziswe njengereferensi ngaphambi kokushicilela kuphela; imiphumela yangempela isathintwa isiteshi, izethameli, izinto zokudala kanye nemvelo yokusabalalisa. Imikhankaso ebalulekile isadinga ukuqinisekiswa kusetshenziswa idatha yangempela.
Inkundla yokufunda nge-AIIsilinganiso 8.4HeuristicaI-Heuristica iyinkundla yokufunda ye-AI esiza abasebenzisi ukuhlela nokuqonda ulwazi oluvela emithonjeni eyahlukene ngamamephu emiqondo. Abasebenzisi bangangenisa ama-PDF, amaphepha ezemfundo, amavidiyo e-YouTube noma izinto ezikuwebhu, babuke izifinyezo namaphuzu abalulekile, bahlele ngokuhudula nokudedela ukuxhumana phakathi kolwazi, bese beguqula imiphumela ehleliwe ibe ngamakhadi okufunda, izivivinyo, amanothi okufunda noma uhlaka lwephepha locwaningo. Inkundla iphinde isekele imibuzo mayelana nemibhalo elayishiwe, futhi ivumele ukukhetha phakathi kwamamodeli afana ne-Gemini, i-Claude ne-ChatGPT. Ilungele abafundi, abacwaningi, abadali bokuqukethwe kanye nabasebenzi bezemfundo ekulungiseleleni izivivinyo, ekuhleleni izincwadi zocwaningo, ekwakheni imibono yokuqukethwe nasekulungiseleleni izifundo. Okuqukethwe okukhiqiziwe kusadinga ukuqinisekiswa ngokubheka imithombo yokuqala; amamephu emiqondo nemiphumela yombhalo akukwazi ukuthatha indawo yokwahlulela komuntu.
Amathuluzi ehhovisi e-AIIsilinganiso 8.7SlidebeanI-Slidebean iyithuluzi lehhovisi elisebenzisa i-AI, elenzelwe osomabhizinisi, izinkampani eziqalayo namabhizinisi amancane. Ligxile ekwenzeni izethulo zokufuna uxhaso, izinhlelo zebhizinisi, imibiko yezimakethe nezethulo zamakhasimende. Abasebenzisi bangaqala ngokuhlela umbhalo nomqondo webhizinisi, bese i-AI ihlela ngokuzenzakalela ukwakheka kwamaslayidi nomklamo obonakalayo. Bangathola nenkomba kumathemplethi ebhizinisi nasezibonelweni zezethulo zokufuna uxhaso zezinkampani eziqalayo. Inkundla isekela ukuhlaziywa kokufinyelelwa kwezethulo, ukusebenzisana kweqembu ku-inthanethi, nokuthekelisa ngamafomethi afana ne-PDF ne-PPT. Ifanele amaqembu angenalo ulwazi oluningi lokuklama futhi adinga ukwakha ngokushesha izinto zokwethula ezibukeka ngobungcweti, kodwa inguqulo yamahhala inemikhawulo futhi ezinye izindlela zokuthekelisa zidinga ukukhokhelwa.
Izingxoxo ze-AIIsilinganiso 9.7ChatGPTI-ChatGPT iyinkundla evamile yezingxoxo nomsebenzi esekelwe ku-AI, ehlinzekwa yi-OpenAI. Imibhalo esemthethweni yamanje ihlanganisa amaphrojekthi, izingxoxo zesikhathi eside, ukuphequlula iwebhu, amafayela, izithombe, ama-plugin nemisebenzi ehleliwe ekuhambeni komsebenzi okufanayo, futhi ibala amakhono afana nezwi, ukusesha iwebhu, ukwakha izithombe, ukufaka izithombe, ukusebenzisa isiphequluli nekhompyutha. Abasebenzisi bangayisebenzisa ukucwaninga nokuhlanganisa ulwazi, ukuhlaziya amafayela nedatha, kanye nokwakha noma ukuhlela amadokhumenti, amaspredishithi nezethulo. Amathuluzi athile, amamodeli, imikhawulo yokusetshenziswa nezimvume zokusebenza kuyehluka kuye ngesixhumi esibonakalayo, uhlelo lwe-akhawunti, isifunda nezilungiselelo zenhlangano; ngaphambi kokuvumela isiphequluli, ukulawulwa kwekhompyutha noma ama-plugin, kufanele kucaciswe imingcele yezimvume, futhi okuqukethwe okukhiqiziwe kanye nemiphumela yangempela yokusebenza kufanele kubuyekezwe.
Umsizi ohlakaniphile we-AIIsilinganiso 8.6Gemini 3.5 FlashI-Gemini 3.5 Flash ingumsizi ohlakaniphile we-AI wabathuthukisi, abaklami bemikhiqizo, abaphathi bokuqukethwe nabacwaningi. Ngokwezinto ezinikeziwe, yethulwe yi-Google ku-I/O 2026, iqhubeka nokugxila kochungechunge lwe-Flash ekubambezelekeni okuphansi, futhi isetshenziselwa ukucabanga okuyinkimbinkimbi, ukuhlaziya umongo omude nokuqhubekisela phambili imisebenzi enezinyathelo eziningi. Abasebenzisi bangafaka umbhalo, izithombe, amavidiyo, umsindo noma ama-PDF, bese besebenzisa ukubizwa kwemisebenzi, okukhiphayo okuhlelekile, ukusesha nokusetshenziswa kwekhodi ukuze bahlele ulwazi, bakhiqize ikhodi, balungise amaphutha, bakhe ama-prototype futhi basekele izinqubo. Ilungele ukuphatha amadokhumenti amade, izingxenye zekhodi nolwazi oluvela kumafayela amaningi, futhi ingasetshenziswa nasekuzenzakaleleni kwamabhizinisi nasekubambisaneni kwamaqembu ahlukahlukene. Imiphumela yangempela isathonywa ikhwalithi yokufakwayo, ubunkimbinkimbi bomsebenzi kanye nokumiswa kwamathuluzi, ngakho okuqukethwe okubalulekile kudinga ukubuyekezwa ngumuntu.
Amathuluzi omsindo e-AIIsilinganiso 8.5Mix AudioI-Mix Audio iyithuluzi lomsindo le-AI elenzelwe abadali bomculo, abasakazi bamaphodikasti, abaqalayo emsindweni kanye nothisha, lihlanganisa ukuxuba okuzenzakalelayo, ukuhlela umsindo nokukhiqiza umculo. Abasebenzisi bangangenisa noma banikeze izinto ezifana nombhalo, izithombe nomsindo, basebenzise i-AI ukulungisa ivolumu, i-equalizer, ukucindezela okuguquguqukayo nemiphumela, noma bakhiqize umculo ongemuva nemisebenzi exutshwe kabusha, bese beyicubungula ngokuqhubekayo besebenzisa ama-preset. Ithuluzi liphinde lisekele ukusebenzisana kwabantu abaningi ku-inthanethi, lilungele ukudala komuntu siqu, ukukhiqizwa kokuqukethwe nokufundisa ngomsindo. Kukhona izinketho zamahhala nezikhokhelwayo, kodwa imiphumela yokucubungula okuzenzakalelayo kusafanele ilalelwe futhi ilungiswe ngokusekelwe ezintweni ezithile.Umsizi ohlakaniphile we-AIIsilinganiso 8.7Gemini SparkI-Gemini Spark ingumsizi ohlakaniphile we-AI osekelwe efwini, owenzelwe impilo yedijithali yomuntu siqu. Igxile ekuphatheni nasekuqhubekiseni imisebenzi eqhubekayo, hhayi ekuphenduleni imibuzo yesikhathi esisodwa kuphela. Abasebenzisi bangayinikeza imisebenzi ngolimi olujwayelekile; yona ihlanganise ama-imeyili namarekhodi emihlangano, ikhiphe imisebenzi okufanele yenziwe, futhi iqhubekisele phambili izinhlelo isebenzisa okuqukethwe kwe-Google Workspace okufana nekhalenda, amadokhumenti namaspredishithi. Ilungele ochwepheshe, abafundi, abasebenza ngokuzimela, abadali bokuqukethwe kanye nabasebenzisi abathembele kakhulu ku-ecosystem ye-Google, ukuze kuncishiswe umsebenzi wokuhlela ulwazi nokuxhumanisa imisebenzi. Uma kuhileleka izenzo ezinobungozi obukhulu njengokuthumela ama-imeyili, ukukhokha noma ukuthenga, kusadingeka ukuqinisekiswa ngumsebenzisi; futhi ukuphathwa phakathi kwezinhlelo zokusebenza kuncike ezinsizeni ezifanele nasebangeni lezimvume ezinikeziwe.
Amathuluzi omsindo e-AIIsilinganiso 8.5DeepBeatI-DeepBeat iyithuluzi lomsindo le-AI elenzelwe ukudala i-rap, elivela kuphrojekthi yezemfundo yabacwaningi baseFinland. Ngokuyinhloko isebenzisa ukufunda komshini ukuze ikhiqize amagama ezingoma futhi inikeze iziphakamiso zemvumelwano. Abasebenzisi bangafaka amagama ayisihluthulelo ukuze bakhiqize isigaba esiphelele ngokuchofoza kanye, noma bakhethe ukuthola isiphakamiso somugqa olandelayo noma umugqa onemvumelwano, umugqa ngomugqa. Uma itholakala, bangavula imodi yokufunda okujulile ukuze bazame ukuthuthukisa ukuhleleka nokuxoxwa kwendaba kwamazwi. Ilungele abathandi be-rap, abadali, abakhiqizi bomculo nababhali abadinga ugqozi lwezinkondlo ezinemvumelwano. Leli thuluzi okwamanje limahhala, kodwa okuqukethwe okukhiqizwayo kusadinga ukulungiswa ngesandla ngokuhambisana nesihloko, isigqi nendlela umuntu aziveza ngayo, futhi akufanele kuthathwe njengamazwi okugcina engoma ngaphandle kokuhlelwa.