Musa ukuthemba ii-arhente ze-AI

I-Agent ye-AI yeGolide Rush-Kwaye Kutheni intandabuzo Lelona qhinga lakho ligqwesileyo

Rhoqo ngeveki, i-arhente entsha ye-AI ithembisa ukuqhuba ishishini lakho ngelixa ulele. Iya kuphendula abathengi bakho, ibhale ii-imeyile zakho, ilawule ikhalenda yakho, ithethathethane ngeekhontrakthi zakho, kwaye mhlawumbi ide ibatshise abasebenzi bakho abangasebenzi kakuhle. I-pitch iyahenda: nikezela ngezitshixo, kwaye ubukrelekrele bokwenziwa buya kuqhuba inkampani yakho kwinzuzo. Kodwa nantsi inyani engathandekiyo yokuba umjikelo we-hype awufuni ukuba uve -Abameli be-AI abakulungele ukuthenjwa ngokuthatha izigqibo ezizimeleyo kwishishini lakho, kwaye iinkampani ezibaphatha njengabasebenzi abangenasiphako bafunda eso sifundo ngendlela enzima. Ngo-2025 kuphela, amashishini aphulukene ne-900 yezigidi zeerandi kwiimpazamo ezenziwe yi-AI, idatha eyinkohliso, kunye nezigqibo ezizenzekelayo ekungekho mntu ukhe waphononongwa. Umbuzo awungowokuba i-AI iluncedo. Yi. Umbuzo ngowokuba ingaba kufuneka unike ivili lokuqhuba kwaye uvale amehlo akho.

Ziyintoni iiarhente ze-AI ngokwenene (kwaye aziyiyo)

Umenzeli we-AI yisoftware ethatha amanyathelo egameni lakho — iintlanganiso zokubhukisha, ukuphendula kumatikiti enkxaso, ukuvelisa iingxelo, nokuthenga. Ngokungafaniyo ne-chatbot elula ephendula imibuzo, i-arhenteyenza izinto. Isebenzisana nezixhobo zakho, idatha yakho, kunye nabathengi bakho ngaphandle kokulinda ukuba ucofe iqhosha. Olo kuzimela kanye kanye kanye okwenza ii-arhente zibe namandla kwaye zibe yingozi.

Umba ongundoqo kukuba ii-arhente ze-AI zisebenza ngokunokwenzeka, kungekhona ukuqonda. Xa i-arhente eyila impendulo kumthengi onomsindo, ayivezi luvelwano - iqikelela ukuba loluphi ulandelelwano lwamagama olunokufaneleka ngokwezibalo. Xa ishwankathela ingeniso yakho yekota, ayiliqondi ishishini lakho - ilinganisa ipateni ngokuchasene nedatha yoqeqesho. Amaxesha amaninzi, imveliso ibonakala ilungile. Kodwa "ixesha elininzi" ayingomgangatho naliphi na ishishini elinobuzaza ekufuneka lamkele izigqibo ezichaphazela ingeniso, isidima, okanye ukuthotyelwa komthetho.

Lo mahluko ubalulekile kuba intengiso engqonge ii-arhente ze-AI iwenza mnyama ngabom. Imigaqo efana "nomqeshwa we-AI," "umsebenzi wedijithali," kunye "nomncedisi ozimeleyo" isoftware yeanthropomorphize engenasigwebo, akukho xanduva, kwaye akukho lusu kumdlalo. Abasebenzi bakho bayawuqonda umxholo, iziphumo, kunye ne-nuance ngeendlela ulwakhiwo lwe-AI lwangoku olungenako ngokusisiseko.

Umonakalo wokwenyani weHlabathi wokuThemba kweemfama

Amabali alumkisayo afumba ngokukhawuleza kunamabali empumelelo. Ekuqaleni kuka-2025, inkampani ye-e-commerce ephakathi yasebenzisa i-arhente ye-AI ukuba iphathe uhlengahlengiso lwamaxabiso ngokusekelwe kwidatha ekhuphisana nayo. I-arhente ifunde kakubi intengiso yemvume yomntu okhuphisana nayo njengokuhla kwexabiso okusisigxina kwaye yehlise amaxabiso kwi-1,200 SKUs nge-40-60%. Ngelixa umntu eqaphela, inkampani yayisetyenzise ngaphezulu kwe-2.3 yezigidi zeedola kwiiodolo kwimida eyintlekele. Ukuchacha kwathatha iinyanga ezine.

Iifemu zomthetho ziye zajongana nezohlwayo emva kokuba ii-arhente ze-AI zenze ucaphulo kumatyala ebengekho - eyona ngxaki idume ngoku "hallucination". Iiarhente zenkonzo yabathengi zinikezele ngembuyiselo kunye nezibophelelo ezaphula umgaqo-nkqubo wenkampani, zidala izibophelelo ezisemthethweni ishishini elingazange lizimisele. I-arhente enye ye-AI yokuqalisa i-SaaS, enikwe umsebenzi wokulawula ukufikelela kwi-imeyile, ithumele imiyalezo eyi-14,000 yokulandelelana kwimpelaveki enye kuba akukho mntu ubeke umda wezinga. Indawo yabo yavalwa kwiiyure nje ezimbalwa.

Eyona nto iyingozi kakhulu ukungaphumeleli kwe-AI ayikho into ekhangeleka ingalunganga - yinto ebonakala ilungile ngokugqibeleleyo kodwa ngobuqili, ngokufanelekileyo. Ezi ziphoso ezigqithise ukuphononongwa okuqhelekileyo kunye nokudibanisa kwiiveki ngaphambi kokuba nabani na abone umonakalo.

Izizathu eZihlanu Iiarhente ze-AI zisilela kwiShishini lakho

Ukuqonda kutheni ii-arhente ze-AI zisilela luncedo kakhulu kunokudwelisa iintlekele. Iimowudi zokusilela ziqikeleleka, kwaye wakuba uziqaphele, ungakha izikhuselo ezifanelekileyo.

1. I-Hallucination ayilobug — luphawu lolwakhiwo. Imifuziselo yolwimi olukhulu ivelisa umbhalo obambekayo, hayi iinyani eziqinisekisiweyo. Yonke i-arhente ye-AI eyakhelwe kule mifuziselo izuza ilifa lo mkhuba. Akukho bungakanani bobunjineli obukhawulezayo obuphelisa ngokupheleleyo.
2. Iifestile zomxholo zenza i-amnesia. Ii-arhente ze-AI zilibele. Balahlekelwa ngumkhondo wemiyalelo yangaphambili, ukusebenzisana kwabathengi bangaphambili, kunye nemithetho yeshishini esekwe njengoko iincoko zikhula ixesha elide. I-arhente esebenze ngokugqibeleleyo ekuvavanyeni inokuthotywa kwimveliso xa ubunzima behlabathi bokwenyani budlula umthamo walo mxholo.
3. Ii-arhente zilungiselela ukugqitywa, hayi ukuchaneka. Xa i-arhente ye-AI idibana nokungacaci, ayinqumami kwaye icele ingcaciso ngendlela ebeya kwenza ngayo umqeshwa onengcinga. Iyaqikelela — ngokuzithemba, ngokutyibilikayo, kwaye ngamanye amaxesha ngentlekele.
4. Idatha yoqeqesho ayilazi ishishini lakho. Imodeli yakho yamaxabiso, ubudlelwane bakho nabathengi, izibophelelo zakho zekhontrakthi, inkcubeko yenkampani yakho - akukho nanye kwezi ekhoyo kwidatha yoqeqesho lwemodeli. I-arhente isebenzisa iipateni zegeneric kwinyani yakho ethile.
5. Impazamo yokudibanisa kwiinkqubo ezizimeleyo. Xa i-arhente ye-AI yenza impazamo encinci kwaye emva koko ithatha amanyathelo angaphezulu ngokusekelwe kuloo mpazamo, iimpazamo ziphindaphinda. Umntu okwi-loop ubamba impazamo yokuqala. I-arhente ezimeleyo yakha indlu yamakhadi kuyo.

Ezi ayizizo iinkxalabo zethiyori. Ziyimida yesakhiwo setekhnoloji ye-AI yangoku. Wonke umthengisi ukuthembisa ukuba "uyibeke kwaye uyilibale" i-arhente ye-AI mhlawumbi akayazi le mida okanye unethemba lokuba uyazazi.

Imfuneko yoMntu-kwi-Loop

Isisombululo asikokwala i-AI — kuya kuba bubudenge ngokulinganayo. Ukuhamba komsebenzi okuncediswa yi-AI ngokunyanisekileyo konga ixesha, kucutha umsebenzi ophindaphindwayo, kunye nokuqonda komphezulu abantu abanokuthi bakuphose. Isicombululo kukubagcina abantu belawula. Zonke izenzo ze-AI ezichaphazela abathengi, imali, okanye izibophelelo ezisemthethweni kufuneka zidlule ekuphononongweni komntu ngaphambi kokubulawa. Yonke i-automated workflow kufuneka ibenezaphuli zesekethe — ithresholds enqumamisa ukubulawa kwaye iflegi yomntu xa kukho into ekhangeleka ingaqhelekanga.

Apha kulapho ubume bezixhobo zeshishini lakho bubaluleke kakhulu. Iiplatforms ezakhelwe abaqhubi babantu - apho i-AI iphucula ukubonakala kwaye izenzele iindawo ezidinayo ngaphandle kokubamba igunya lokwenza izigqibo - zikhuselekile ngokwesiseko kunezixhobo eziyilelwe malunga neearhente ze-AI ezizimeleyo. Ngeqonga elifana neMewayz, umzekelo, i-automation iphatha ukungena kwedatha, ukuveliswa kwengxelo, ukucwangciswa kwe-aphoyintimenti, kunye nezaziso zesiqhelo kwiimodyuli zayo ze-207, kodwa izigqibo ezibalulekileyo - ukuvuma ii-invoyisi, ukulungelelanisa amaxabiso, ukuphendula kwimiba yabathengi ekhulayo - hlala kunye neqela lakho. I-AI isebenza yewena, hayi endaweni yakhowena.

Le ndlela yokujongana nomntu ayiyongxaki. Uphando oluvela kwi-MIT's Sloan School of Management lufumene ukuba amaqela adibanisa isigwebo somntu kunye noncedo lwe-AI aphumelele zombini iinkqubo ze-AI ezizimeleyo kunye nabantu abasebenza bodwa nge-30-40% kwimisebenzi enzima yoshishino. Indawo emnandi ayikho ngaphantsi kokubandakanyeka komntu — kukubandakanyeka komntu okukrelekrele, okuxhaswa zizixhobo eziphatha izinto ezilungileyo ngokuzenzekelayo.

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Yenza ntoni amaShishini aSmart endaweni yeearhente ezithembekileyo

Iinkampani ezifumana i-AI kanye ngo-2026 zabelana ngencwadi yokudlala efanayo. Basebenzisa i-AI ngokukrakra kwi-low-stakes, i-high-volume imisebenzi - ukufomatha idatha, izishwankathelo zeentlanganiso, umxholo wokuqala, amanqaku akhokelayo - ngelixa ugcina ulawulo olungqongqo lomntu phezu kwayo nayiphi na into enemiphumo yezemali, esemthethweni, okanye eyaziwayo. Baphatha imveliso ye-AI njengeyidrafti yokuqala, soze impendulo yokugqibela.

• Iinkqubo ezizenzekelayo, hayi izigqibo. Vumela i-AI iphathe ubuxhakaxhaka bokuhamba komsebenzi - amatikiti eendlela, iindawo zokuhlala, ukuthumela izikhumbuzo - ngelixa abantu benza iminxeba ebalulekileyo.
• Phicotha ngokungayekiyo. Isampulu ye-10-15% yeziphumo ze-AI ezenziwe ngeveki. Landela amaxabiso okuchaneka. Xa ukuchaneka kwehla ngaphantsi kwe-95%, ngenelela ngokukhawuleza.
• Seta imida ecacileyo. Chaza ngokuthe ngqo ukuba izixhobo zakho ze-AI zinokwenza kwaye zingakwazi ukwenza. I-CRM egcwalisa ngokuzenzekelayo iinkcukacha zoqhagamshelwano iluncedo. ICRM ethumela ngokuzimeleyo izibonelelo zesaphulelo kwii-akhawunti ezisemngciphekweni ngaphandle kokuvunywa lityala.
• Khetha iiplatifomu ezineentsimbi ezakhelwe ngaphakathi. Eyona software yeshishini idibanisa i-AI njengomaleko wemveliso, hayi umaleko otshintshileyo. Indlela kaMewayz - apho i-AI inceda kuyo yonke iCRM, i-invoyisi, i-HR, intlawulo, kunye neemodyuli zohlalutyo kodwa igcina abantu njengabenzi bezigqibo zokugqibela - ibonisa le filosofi. Ufumana inzuzo isantya automation ngaphandle ukugembula ishishini lakho kumzekelo probabilistic.
• Qeqesha iqela lakho ukuqinisekisa, kungekhona nje ukwamkela. Imodi yokungaphumeleli ye-AI eyingozi kakhulu liqela eliyeka ukubuza iziphumo ngenxa yokuba "i-AI yatsho njalo." Yakha inkcubeko yokuthandabuza okunempilo.

I-Spectrum yeTrasti: Apho i-AI ifumana khona (kwaye iLahle) ukuthembeka

Ayiyiyo yonke imisebenzi ye-AI enomngcipheko olinganayo. Abaqhubi abahlakaniphileyo bacinga ngokwe-trust spectrum. Kwesinye isiphelo, unemisebenzi apho iimpazamo ze-AI zibanjwa kancinci kwaye azinasiphumo sokwenyani - ukushwankathela amanqaku entlanganiso, ukulungelelanisa iifayile, ukuvelisa uyilo lokuqala. Kwelinye icala, unemisebenzi apho impazamo enye inokubiza amanani amathandathu okanye itshabalalise ubudlelwane bomthengi — ukuveliswa kwekhontrakthi, ingxelo yezemali, ukuphatha ukonyuka kwabathengi.

Maphu yonke inkqubo echukunyiswe yi-AI kwishishini lakho kule spectrum. Kwimisebenzi ekwisiphelo somngcipheko ophantsi, nika i-AI ukuzimela ngakumbi. Kwimisebenzi esemngciphekweni omkhulu, i-AI kufuneka ilungiselele kwaye icebise, kodwa umntu kufuneka aphumeze. Oku akukho malunga nokungathembi iteknoloji - imalunga ukuyihambisa apho umlinganiselo womngcipheko womvuzo unengqondo.

Amashishini azakuphumelela kule minyaka ilishumi izayo ayingowona azenzekela kakhulu. Ngabo abazenze ngokuzenzekelayoizinto ezilungileyo- kwaye bagcina isigwebo somntu kanye apho kubaluleke kakhulu. Xa uqhuba imisebenzi ngeqonga elibanzi elinje ngeMewayz, apho yonke into ukusuka kulawulo lwezithuthi ukuya ekubhukishweni ukuya kubhatala uhlala kwindawo enye yendalo, ufumana ukubonakala ukwenza le spectrum yokuthembela isebenze. Uyakwazi ukubona ukuba yintoni ezenzekelayo, yintoni esalindele uphononongo, kwaye yintoni efuna isigqibo somntu - kuyo yonke imisebenzi yeshishini lakho, ayingcwatywanga kwizisombululo zamanqaku alishumi elinesibini anamandla e-AI ekungekho mntu uwajongileyo.

Owona Mmandla: Ukuthandabuza luNcedo loKhuphiswano

Umjikelo wangoku we-AI uvuza uvangelo ngokuqaphela. Abaseki kwi-tweet malunga nokutshintsha iqela labo lempumelelo yabathengi kunye neearhente. Abaphembeleli be-LinkedIn bathi amashishini angasebenzisi i-AI yokuzimela aya kuba "acime ngo-2027." Le ngxolo idala uxinzelelo lokwenyani lokwamkela i-AI ngokukhawuleza kwaye ngongamela oluncinci kunobulumko.

Luxhathise olo xinzelelo. Iinkampani eziphethe i-crypto, i-NFTs, kunye ne-metaverse njengezinto eziyimfuneko ezingxamisekileyo - endaweni yetekhnoloji yokuvavanya ngokuzolileyo - zizo ezithe zatsha. I-AI ngokwenene iguquguqukayo kunayo nayiphi na loo mizila, eyenza ukubangakumbikubaluleke kakhulu ukufumana ukuphunyezwa ngokufanelekileyo, kungabi ngaphantsi.

Musa ukuthemba ii-arhente ze-AI. Themba iqela lakho, lixhobise ngezixhobo eziphuculweyo ze-AI ezihlonipha isigwebo somntu, kwaye wakhe ukuhamba komsebenzi apho i-automation ikhonza abantu kunokuba ithathe indawo yabo.Ayisiyo indawo ye-luddite. Sisikhundla sawo wonke umntu osebenza nzima oye wabonwa ukuba kwenzeka ntoni xa isoftware ithatha izigqibo ayifanelekanga ukuzenza. Amashishini afumana le bhalansi ngokufanelekileyo-esebenzisa isantya kunye nesikali se-AI ngelixa egcina ukongamela komntu kunye noxanduva-akayi kusinda nje kwixesha le-AI. Baza kuyichaza.

Imibuzo Ebuzwa Rhoqo

Kutheni ndingangabathembi ngokupheleleyo ii-arhente ze-AI kwimisebenzi yam yeshishini?

Abameli be-AI baswele ugwebo lomxholo, uxanduva, kunye nokukwazi ukuphatha izigqibo zeshishini ezinobunzima ngokuthembekileyo. Bangakwazi ukuhlaziya idatha, bangayiqondi kakuhle injongo yomthengi, kwaye benze iimpazamo ezibizayo ngaphandle kokuqonda iziphumo. I-AI yangoku isebenza kakuhle njengesixhobo esongeza ukuthathwa kwezigqibo zabantu, hayi enye endaweni yayo. Ukuthembela ngokungaboniyo kwiiarhente ze-AI ezizimeleyo kubeka igama lakho, ingeniso, kunye nobudlelwane bomthengi emngciphekweni omkhulu.

Yeyiphi imisebenzi enokuthi i-AI iphathe ngokukhuselekileyo kwindawo yoshishino?

I-AI iyagqwesa kwimisebenzi ephindaphindwayo, echazwe kakuhle efana nokufakwa kwedatha, ukucwangcisa, ukuyila umxholo, kunye nesiseko sombuzo wabathengi. Ezi ziindawo apho iimpazamo ziphantsi kwaye zilungiswa lula. Iiplatforms ezifana ne-Mewayz zidibanisa i-AI automation kwiimodyuli ze-207 ezilungiselelwe ngokukodwa ukunceda - ungatshintshi - ukwenza izigqibo zakho, ukugcina abantu belawula ngelixa ususa umsebenzi onzima wezandla oqala kwi-$ 19 / mo kuphela.

Ndingazisebenzisa njani izixhobo ze-AI ngaphandle kokubeka ishishini lam emngciphekweni?

Qala ngokukhawulela i-AI ekuqhutyweni, umngcipheko ophantsi wokuhamba komsebenzi kwaye uhlale ugcina ukubeka iliso lomntu kwizigqibo ezibalulekileyo. Misela imida ecacileyo yento i-AI enokuyenza kwaye ayikwazi ukwenza ngokuzimeleyo. Sebenzisa amaqonga asele emisiwe afana Mewayz akha i-AI ezenzekelayo enemitsi yokugada kunye nokungafihli, endaweni yokunika ulawulo olupheleleyo kwiiarhente ezizimeleyo ezingangqinwanga ezithembisa ukuqhuba yonke into ingagadwanga.

Ngaba ii-arhente ze-AI ziyindlela yokudlula okanye ikamva leshishini?

Uncedo lwe-AI lulapha ukuhlala, kodwa i-hype yangoku ejikeleze iiarhente ezizimeleyo zigqithise. Ikamva lelentsebenziswano yabantu-AI, hayi ukutshintshwa. Amashishini aphumeleleyo aya kusebenzisa i-AI ngobuchule - imisebenzi yesiqhelo ezenzekelayo ngokusebenzisa amaqonga athembekileyo kunye neemodyuli ezidibeneyo ze-207 + ngelixa ugcina abantu abanamava bephethe iqhinga, ubudlelwane, kunye nezigqibo ezibalulekileyo.