Umahluko ophambili phakathi kweearhente ze-AI kunye nabancedisi be-AI: ukuqonda ngokupheleleyo kunye nezicelo zehlabathi zangempela

Namhlanje, ubukho betekhnoloji ingqiqo Iguqula amacandelo onke kwaye kuye kwaba yimfuneko ukwahlula phakathi kwegama elithi "iarhente ye-AI" kunye "nomncedisi we-AI." Nangona ngamanye amaxesha zibonakala zifana okanye zibhidekile, ukuqonda ukungafani kwazo kwenza umahluko phakathi kokukhetha itekhnoloji elungileyo okanye ukuya embindini apho. Ngokuvela ngokukhawuleza kweenkqubo ezikrelekrele, ukuqonda indima ethile kunye nobubanzi bengqikelelo nganye kuye kwaba yinto ebalulekileyo kubo bobabini abasebenzisi kunye namashishini ajonge ukukhulisa iinkqubo, ukuphucula inkxaso, kunye nokwandisa imveliso..

Kweli nqaku, uya kufumana inkcazo ecacileyo, ehlaziyiweyo, kunye nenzulu malunga nokuba yintoni eyahlula ii-arhente ze-AI kubancedisi be-AI, ukuba zivele njani, zeziphi iindawo ezisetyenziswa kuzo, kwaye yeyiphi imingeni, izibonelelo, kunye neendlela abazinikezelayo kwixesha elizayo. Siza kuhlalutya zonke iinkalo zobugcisa kunye nokusebenza, ukusuka kukuzimela kunye nokwenza izigqibo kwimpembelelo kumava omsebenzisi kunye nokusebenza kakuhle kwezoshishino..

I-Tech primer: Kutheni kunengqiqo ukwahlula phakathi kwee-arhente ze-AI kunye nabancedisi?

Ukubhideka phakathi kwe-"arhente yobukrelekrele bokwenziwa" kunye "nomncedisi we-AI" akwenzekanga ngengozi. Zombini ziyinxalenye yosapho olukhulu lwezisombululo ze-AI, kodwa ukuphendula kwiimfuno ezahlukeneyo kunye neendlela zokusebenza. Abancedisi be-AI njengoSiri, Alexa o Uphando Abancedisi baye baba yinto eqhelekileyo ngenxa yokukwazi kwabo ukusebenzisana, ukuphendula imibuzo, kunye nokuququzelela imisebenzi emincinci yemihla ngemihla. Ngokwahlukileyo koko, iiarhente ze-AI ziyilelwe ukuba zisebenze ngokuzimeleyo, zenza imisebenzi efuna inyathelo lokuqala kunye nokuziqhelanisa nokutshintsha kweemeko.. Oku kuthetha ukuba i-arhente ye-AI ayiphenduli nje kuphela, kodwa iphinda ithathe inyathelo, ifunde, kwaye ilungelelanise ngaphandle kokungenelela kwabasebenzisi rhoqo.

Lo mahluko ungundoqo kuwo nawuphi na umbutho ojonge ukulinganisa imisebenzi yawo okanye ukuphumeza umatshini wobukrelekrele bokwenyani. Ngelixa abancedisi be-AI besebenza njengebhulorho phakathi komntu kunye nenkqubo, ii-arhente ze-AI zihamba phambili ngakumbi: benza izigqibo kwaye basombulule iingxaki ezinzima ngokwabo.. Ukuqonda lo mahluko kukuvumela ukuba ukhethe kwaye udibanise eyona teknoloji ifanelekileyo ngokweenjongo zakho.

Iinkcazo ezibalulekileyo kunye nemigaqo esisiseko

Umncedisi we-AII-Artificial Intelligence Assistant yinkqubo eyilelwe ukusebenza njengonxibelelwano phakathi kwabantu kunye neenkqubo zobuchwepheshe. Ukusebenza kwayo kuyasebenza kakhulu: Ifuna ukuba umsebenzisi anike umyalelo ukuqalisa ukusebenza. Imizekelo eqhelekileyo ibandakanya uMncedisi kaGoogle, uSiri, i-Alexa, kunye nezinye ii-chatbots eziphambili, kodwa zikwabandakanya inkitha yeenkqubo zokuncokola ezilawula izikhumbuzo, ukunceda ukucwangcisa ikhalenda yakho, ukunika ulwazi ngexesha, okanye ukwenza imisebenzi elula ngelizwi okanye isicatshulwa. Kuzo zonke iimeko, ulawulo luhlala lusezandleni zomsebenzisi. kwaye umncedisi akenzi ngokusuka kwakhe.

Ummeli we-AI: Ngokuchasene noko, i-arhente ye-AI yinkqubo ezimeleyo kakhulu kwaye esebenzayo, ekwaziyo Cwangcisa, wenze isigqibo, kwaye wenze imisebenzi ngokuzimeleyo. Olu hlobo lobuchwepheshe lunokuhlalutya umxholo, ukulindela iimfuno, ukwenza ngaphandle kokulinda imiyalelo ecacileyo, nokulawula iinkqubo ezinzima egameni lomsebenzisi okanye umbutho. Umzekelo oqhelekileyo unokuba yiarhente yorhwebo ebeka iliso kwiimarike, yenze izigqibo zotyalo-mali, kwaye iqhube iintengiselwano ngokukhawuleza, okanye iarhente yogcino lwemizi-mveliso ebona izinto ezingaqhelekanga kwaye icwangcise ngokuzenzekelayo ungenelelo. Owona mahluko uphambili ukwinqanaba lokuzimela, amandla okufunda kunye nenyathelo lokuqala.

Uthelekiso: ukuzimela, ubunzima kunye nendlela yokunxibelelana

Makhe sibone, inqaku ngenqaku, ukuba zahluke njani ngokusisiseko:

• Inqanaba lokuzimela: Umncedisi we-AI ufuna imiyalelo ephathekayo ukuze asebenze, ngelixa i I-arhente ye-AI inokwenza ngokwayo, ilindele iimfuno kwaye ithathe izigqibo ngaphandle kokufuna ukwaziswa rhoqo.
• Ukuntsokotha komsebenziAbancedisi be-AI bagxile kwizenzo ezilula, eziphathekayo, ezifana nokuphendula imibuzo, ukulawula ii-alamu, okanye ukusebenzisa izixhobo ezixhunyiwe. Iiarhente ze-AI, kwelinye icala, zinokujongana neengxaki zamanyathelo amaninzi, zandise iinkqubo zoshishino, kunye nokusebenzisana nezinye iinkqubo ukufezekisa iinjongo eziphambili.
• Ukusebenzisana komsebenzisi: Umncedisi we-AI uhlala esebenza kwimo yencoko (ilizwi okanye umbhalo) kwaye ufuna ukuthatha inxaxheba komsebenzisi. Yena I-arhente ye-AI inokusebenza ngasemva kwaye icele kuphela ukungenelela komntu ukuqinisekisa izigqibo ezibalulekileyo okanye ingxelo yeziganeko ezithile ezifanelekileyo.
• Ukwenza izigqibo: Umncedisi we-AI uxhasa ukwenziwa kwezigqibo zabantu ngokubonelela ngolwazi okanye ukwenza imisebenzi esisiseko. Yena I-arhente ye-AI izigqibela ngokwayo, isebenzisa ubuchule bobukrelekrele bokwenziwa, ukufunda ngomatshini kunye nokusetyenzwa kwedatha ephezulu..

Indaleko kunye nemida emitsha: ukusuka kubancedisi ukuya kwiiarhente ezikrelekrele

Indaleko yetekhnoloji ikhokelele kutshintsho lwendalo ukusuka kubancedisi be-AI bemveli ukuya kwiiarhente ze-AI ezintsonkothileyo.. Ayisekho nje "ngokunceda" umsebenzisi, kodwa malunga Zizenzele iinkqubo ezintsonkothileyo ezinomthamo ophezulu wokuziqhelanisa, ukufunda nokuzimela. Umzekelo omhle liqonga Gemini 2.0 evela kuGoogle, edibanisa amandla asebenzayo abancedisi bemveli kunye nenyathelo kunye nohlalutyo lweemeko zeearhente ezikrelekrele. Ngaloo ndlela, i-AI inokwenza izenzo ze-chain (umzekelo, ukucwangcisa ukuthengwa kwe-intanethi ukusuka ekuqaleni ukuya ekupheleni) kwaye ucele ukuqinisekiswa komsebenzisi kuphela ekupheleni kwenkqubo, ukuphazamisa umgca phakathi kweengcamango ezimbini.

Inqaku elidibeneyo:

UGoogle uphehlelela iGemini 2.0, eyona modeli yakhe iphambili yobukrelekrele kwixesha elitsha leearhente ze-AI

Iimpawu eziphambili kunye nezakhono zabancedisi be-AI

Abancedisi be-AI banamhlanje badibanisa inkqubo yolwimi lwendalo oluphambili (NLP), inkumbulo yomxholo (ngaphakathi kwengxoxo okanye incoko ngokwayo), kunye nokwenza ngokwezifiso ngokusekelwe kwiprofayili yomsebenzisi okanye indima. Phakathi kwesakhono zayo eziphawulekayo zezi:

• Iimpendulo kwimibuzo enzima: Banokufikelela kwiindawo ezinkulu yolwazi kunye nezixhobo zefu zokubonelela ngolwazi olufanelekileyo kunye nomxholo.
• Ulawulo lomsebenzi kunye nesikhumbuzi: Lungiselela imisitho, izilumkiso, kunye noluhlu olusekelwe kwimiyalelo ethile.
• Ulawulo lwesixhobo: Bakuvumela ukuba ulawule iisistim ezizisebenzelayo zasekhaya okanye usetyenziso ngelizwi okanye imiyalezo ebhaliweyo.
• Unxibelelwano lwendalo kunye nolomntu ngamnye: Bafunda kwizinto ezikhethwa ngumsebenzisi kunye nembali ukulungisa iimpendulo kwaye zizenze zichaneke ngakumbi.
• Ukuphatha iingxoxo ezinomxholo: Bakhumbula intambo yeencoko zangaphambili ukugcina umxholo kulo lonke unxibelelwano.

Ingqwalasela ephambili yabancedisi be-AI kukulungeleka, isantya kunye nokulula kokusetyenziswa.. Umsebenzisi uhlala enelizwi lokugqibela kwaye ulawula intsebenziswano.

Iimpawu eziphambili zeearhente ze-AI kunye nezicelo zehlabathi lokwenyani

Iiarhente ze-AI zigqama ngokuzimela kwazo, ukusebenza ngokufanelekileyo kunye nokukwazi ukusombulula iingxaki ngaphandle kokubekwa kweliso rhoqo.. Iimpawu eziphambili ziquka:

• Ukwenziwa kwezigqibo ezintsonkothileyo nezizimeleyo: Bahlalutya idatha ngexesha langempela, bachonge iipateni, bacebise izisombululo kwaye benze izenzo ngaphandle kokungenelela ngokuthe ngqo komntu.
• Amandla okufunda kunye nokuziqhelanisa: Basebenzisa i-algorithms yokufunda koomatshini ukuphucula ukusebenza kwabo kunye ixesha, ukulungelelanisa utshintsho kwimekobume okanye iinjongo zoshishino.
• Ukudityaniswa kunye nokunxibelelana neenkqubo: Basebenza kwiiplatifomu ezininzi (ERP, CRM, iinkqubo ze-inventory, imisebenzi yezemali, njl.) kwaye banokulungelelanisa namanye ama-agent okanye nabantu.
• Ukusebenza kunye nokulindela: Babona amathuba okanye iingxaki phambi kokuba umsebenzisi azibonise, oko kubangele izenzo zokuthintela.
• Ukusetyenzwa kwe-Multimodal: Ezinye ii-agent zinokusebenza ngaxeshanye kunye nesicatshulwa, ilizwi, umbono wekhompyutheni, kunye nedatha ehleliweyo kunye neyokungacwangciswanga.
• Uphando kunye nokuveliswa komxholo: Bayakwazi ukukhangela izixhobo zangaphandle, ukuqokelela ulwazi, ukuhlalutya, kwaye bavelise iingxelo okanye idatha entsha efanelekileyo.

Inqaku elidibeneyo:

Ziziphi ii-arhente ze-AI kuCopilot kwaye ziya kuyitshintsha njani indlela osebenza ngayo?

Amatyala okusetyenziswa afakiweyo kwiiarhente ze-AI

Ukusetyenziswa kweearhente ze-AI kubandakanya amacandelo ahlukeneyo:

• imali: Uhlalutyo lwemarike oluzenzekelayo, ukurhweba nge-algorithmic, ukufumanisa ubuqhophololo, kunye nokwenza ngcono ipotfoliyo yotyalo-mali.
• Ishishini kunye nelolungiselelo: Ulawulo lwe-Inventory, ukubeka iliso kwiintambo zokubonelela eziyinkimbinkimbi, ukugcinwa kwangaphambili koomatshini, ukulungiswa kweendlela zokuhamba.
• ZeMpilo: Inkxaso yokuxilonga, ukulungiswa kwezicwangciso zonyango, ukubeka iliso kwesigulane, kunye nokulawulwa kwedatha enkulu yedatha yezonyango.
• Inkonzo yoMthengi: Ii-chatbots ezizimeleyo ezikwaziyo ukusombulula imibuzo yabasebenzisi ukusuka ekuqaleni ukuya ekugqibeleni, ukunyuka ukuya kwiiarhente zabantu kuphela kwiimeko ezinzima kakhulu.
• I-IT kunye nokusebenza kwangaphakathi: Ukuzenzekela kweenkqubo zenkxaso, ulawulo lwesicelo sangaphakathi, ulawulo lofikelelo, kunye nokulandelwa kweziganeko.

I-automations, ii-chatbots, kunye nabancedisi: umahluko ofihlakeleyo kodwa obalulekileyo

Ii-automation zesiNtu kunye nee-chatbots zisetyenzisiwe iminyaka ukugubungela imisebenzi elula kunye nephindaphindwayo..

• Las automations zemveli (okanye i-RPA bots) yenza izinto ezithile, ezichazwe kwangaphambili, njengokukopa idatha ukusuka kwisistim enye ukuya kwenye okanye ukwenza imisebenzi esisiseko yolawulo. Uncedo lwayo lukhulu kakhulu kwimisebenzi ecwangcisiweyo, kodwa Abanabukrelekrele kunye nokuguquguquka.
• Los iingxoxo eqhelekileyo (engasekelwanga kwi I-AI yokuvelisa) isebenza ngemithetho kunye neemenyu ezimiselweyo, esebenza ukuphendula imibuzo ebuzwa rhoqo okanye ukukhokela abasebenzisi kwiindlela esele zisekwe. Igumbi lakho lokuqhuba lilinganiselwe, kwaye xa ujongene nemibuzo enzima ngokuqhelekileyo ayisebenzi.
• Los Abancedisi be-AI Bahamba inyathelo eliya phambili, bedibanisa ukuqonda kolwimi, umthamo wokukhumbula umxholo kunye nomgangatho othile wobuntu.
• Ekugqibeleni, Iiarhente ze-AI zidibanisa okona kulungileyo kuzo zonke ezi zinto zingasentla kodwa zongeza ukuzimela, ukusebenza kunye nobuchule obuphambili bentsebenziswano.. Azixhomekekanga kuqukuqelo oluchazwe kwangaphambili okanye kwimiyalelo engaguqukiyo yomsebenzisi.

Ii-agent ezininzi zokuhamba komsebenzi kunye nentsebenziswano phakathi kweenkqubo ezahlukeneyo ze-AI

Ngokufika kwee-arhente ze-AI ezikhulayo, ukuba nokwenzeka ukulungelelanisa ukuhamba komsebenzi okubandakanya ii-arhente ezininzi. Oku kuvumela imisebenzi ekhethekileyo ukuba isasazwe kwiinkqubo ezahlukeneyo, ukuphucula ukuchaneka kweziphumo kunye nokulinganisa isisombululo seengxaki ezinzima ngaphandle kokulayisha i-arhente enye okanye ukuthembela rhoqo kubantu.

Ngokomzekelo, kwiinkqubo zomsebenzi wenkonzo yabathengi, i-arhente inokufumana umbuzo, iyihambise kwezinye ii-arhente ezikhethekileyo ngokusekelwe kubunzima bayo, kwaye ibuyisele impendulo kumsebenzisi odibanisa ulwazi olufanelekileyo. Le ntsebenziswano iphucula ukusebenza kakuhle kunye nokuchaneka kwiinkqubo zoshishino eziphambili.

Iinzuzo zeqhinga kunye nemingeni ephambili yeearhente ze-AI kunye nabancedisi

Ukwamkela iiarhente ze-AI kunye nabancedisi kuzisa Izibonelelo ezibambekayo: amaxesha okuphendula ancitshisiweyo, ukuzenzekela kwemisebenzi yesiqhelo, ukwenziwa kwamava okuthandwa nguwe, kunye nokongiwa kweendleko.. Iingxelo ezahlukeneyo zibonisa ukuba iinkampani ezisebenzisa ii-arhente ezikrelekrele zinokunciphisa iindleko zokusebenza ukuya kuthi ga kwi-20% kwaye zandise ukusebenza kakuhle kwenkonzo yabathengi malunga ne-35%. Ngaphaya koko, ukukwazi ukufunda nokulungelelanisa kuqinisekisa ukuba iinkqubo ziyaqhubeka ziphucuka ngokuhamba kwexesha ngaphandle kokufuna ukuyilwa ngokutsha ngalo lonke ixesha umxholo utshintsha.

Le nkqubela phambili ibandakanya ukujongana imingeni yobuchwephesha neyokuziphatha:

• Isabelo soxanduvaNjengoko iiarhente ze-AI zenza izigqibo ezibalulekileyo, ukwabela uxanduva lweempazamo okanye iingxaki kuba nzima ngakumbi.
• Ukhuseleko lwedatha kunye nobumfihlo: Ezi nkqubo ziqhuba imiqulu emikhulu yolwazi olubuthathaka, ngoko Kubalulekile ukukhusela idatha ukuthintela ukusetyenziswa kakubi.
• Ukungafihli kunye nokucaciswa: Kubalulekile ukuba izigqibo ezibalulekileyo ezenziwe yi-AI ziqondakala kubasebenzisi kunye nabaphathi.
• Ukuxhomekeka kwezobuchwepheshe kunye nolawulo lomntuUlungelelwaniso phakathi kokuzimela kwenkqubo kunye nokongamela komntu kufuneka kucwangciswe ngononophelo ukuphepha ukulahlekelwa kolawulo kwizigqibo ezibalulekileyo.
• Ukufikeleleka kunye netalenteUkuphuhlisa, ukuphumeza, kunye nokugcina ezi nkqubo kufuna iingcali ezinezakhono kwi-AI, uhlalutyo lwedatha, kunye nolwazi lweshishini, olunokwenza ukwamkelwa komntwana kube nzima kwimibutho enezixhobo ezimbalwa.

Ukudityaniswa kunye neemeko ezixubileyo: ikamva le-AI ekrelekrele

Indlela yangoku ikhomba kwi Ukudibanisa kunye nokudityaniswa kwezisombululo: abancedisi be-AI abakhulayo kunye neearhente ze-AI ezigcina intsebenziswano enobubele yabancedisi.. Iiplatform ezifana neGemini 2.0 zenza le ndlela, ikuvumela ukuba wenze ngokuzenzekelayo ukuhamba komsebenzi kunye nokudlulisa ulawulo kumsebenzisi kuphela xa kuyimfuneko ngokungqongqo. Iinkampani ezininzi zisebenzisa iimodeli ezixubeneyo apho ii-chatbots zijongana nemibuzo yesiqhelo, abancedisi be-AI baphatha imisebenzi eyenziwe ngokwezifiso, kunye neearhente ezikrelekrele zilawula iinkqubo ezinzima ukusuka ekuqaleni ukuya ekugqibeleni.

Ukuthelekisa ngokukhawuleza: yeyiphi onokuyikhetha ngokweemfuno zakho

Ukwenza ukhetho lwakho lube lula, nasi isikhokelo esiluncedo:

• Chatbot yemveli: Ukuba ufuna ukhathalelo olusisiseko, iimpendulo ezichazwe kwangaphambili, okanye iinkqubo ezakhiwe kakhulu.
• Umncedisi we-AI: Ilungele ukulawula imisebenzi yomntu, ukugcina ikhalenda, ukulawula izixhobo ezihlakaniphile, kunye nokubonelela ngenkxaso yencoko elula okanye ehambelana nomxholo.
• Ummeli we-AI: Inconyelwe kwimo engqongileyo entsonkothileyo, i-automation ephezulu, uhlalutyo lwedatha, kunye nolawulo lwemisebenzi ezimeleyo ngaphandle kokubekwa kweliso rhoqo.

Iingcebiso zobuchule kwiinkampani kunye neengcali

Ukuphumeza ngempumelelo ubukrelekrele bokwenziwa, kuyacetyiswa ukuba ulandele la manyathelo:

• Hlalutya iinkqubo ofuna ukuzenza, uchonga ukuba zeziphi eziphindaphindayo, ezakhiweyo okanye ezifuna unxibelelwano rhoqo.
• Vavanya ukuhlanganiswa yeearhente ezineenkqubo ezikhoyo (ERP, CRM, databases).
• Qala ngeeprojekthi ezilingwayo kwaye uzilinganise ngokuqhubekayo ukulinganisa impembelelo, ukulungelelanisa izicwangciso kunye nokusombulula iziganeko ezingalindelekanga.
• Yenza amaqela amacandelo amaninzi kunye neengcali ze-AI, iinkqubo kunye nabasebenzisi bokugqibela ukwandisa ukusetyenziswa.
• Khetha amaqonga abeka phambili ukubeka elubala nokhuseleko, ukuqinisekisa izigqibo eziqondakalayo kunye nokukhuselwa kwedatha.

Impembelelo kunye namabali empumelelo: iziphumo ezibonakalayo kwihlabathi lokwenyani

Imizekelo emininzi ibonisa izibonelelo zezi teknoloji:

• I-arhente ye-IT yenkxaso ye-AI iphathe ngaphezu kwe-70% yezicelo zangaphakathi, ukukhawuleza iimpendulo kunye nokunciphisa iimpazamo.
• Inkampani yenkonzo yabathengi isombulule i-65% yamathikithi ngaphandle kokungenelela komntu, ukuphucula ukwaneliseka kunye namaxesha okuphendula.
• Kwintengiso, abancedisi be-AI banceda abaphulaphuli becandelo, imikhankaso yobuqu, kunye neengxelo ezizenzekelayo, ukwandisa izixhobo.

Ezi meko zibonisa indlela ukwamkelwa ngempumelelo kweearhente ze-AI kunye nabancedisi kunokuguqula ukusebenza kakuhle kweshishini kunye nokukhuphisana.

Iintsingiselo zexesha elizayo kunye nemingeni evelayo

Inkqubela phambili kwi-AI ibeka amathuba amatsha kunye nemingeni:

• Ukuzimela okukhulu kunye nezigqibo ezinzimaImida phakathi kwabancedisi kunye nee-agent iyafiphala, idala iinkqubo ezixubileyo ezikhulayo kunye nezizimeleyo.
• Ukudityaniswa kwi-ikhosistim evulekileyoIi-Agents ziya kukwazi ukudibanisa ngokungenamthungo kwiinkqubo ezahlukeneyo, ukuququzelela iindawo ezisebenzisanayo.
• Iinkxalabo malunga nokuziphatha, ukhuseleko kunye nemfihloUkuzimela okukhulu kufuna imigaqo-nkqubo ecacileyo yokunciphisa i-bias kunye nokukhusela idatha.
• Ukufikeleleka kunye nedemokhrasiI-AI iya kunabela kwii-SME kunye nabasebenzisi ngabanye, kunye namaqonga afikelelekayo kwaye asebenziseka lula.

Le meko ikwafuna ukuziphatha, ubugcisa, kunye nokongamela komntu ukuqinisekisa uphuhliso olunenkathalo.

Ngokuqonda ngokunzulu umahluko kunye nentsebenziswano phakathi kwabancedisi be-AI kunye neearhente, unokukhetha esona sixhobo sifanelekileyo kwimeko nganye, ukukhuthaza inguqu yedijithali yokwenyani. Isicwangciso kunye nolwazi olunzulu lwenza umahluko phakathi kwesiseko esizenzekelayo kunye nenkqubela phambili yeqhinga elizinzileyo.

UIsake

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