Izinzuzo kanye nokungalungi kohlelo lokusebenza lwe-ejenti

Umqondo we uhlelo lokusebenza lwe-ejenti Kushintsha ngokuphelele indlela esisebenzisa ngayo amakhompyutha namafoni eselula. Esikhundleni sokuchofoza uhlelo lokusebenza ngohlelo lokusebenza ngokungayeki, singena esigabeni lapho utshela uhlelo ukuthi yini ofuna ukuyifeza bese isethi yama-AI agents ikunakekela lokho. hlela, nquma futhi usebenzise Egameni lakho. Kuyigxathu elifana nalelo elenzeka lapho kusukwa emgqeni womyalo kuya ku-Windows, kodwa kulokhu kuhileleke ubuhlakani bokwenziwa.

Lolu shintsho luletha amathuba amaningi, kodwa futhi luletha ukungabaza okuningi: Ukukhiqiza vs. ukuncikaInduduzo uma kuqhathaniswa nokulahlekelwa ukulawula, ukusebenza kahle kwebhizinisi ngezindleko zokuqapha okwengeziwe, kanye namaphrofayili abasebenzisi acishe aphelele. Ukuqonda lezi zici kubalulekile. izinzuzo kanye nokungalungi kohlelo lokusebenza lwe-ejenti Lokhu kubalulekile ngaphambi kokukwamukela ngokungacabangi, kungakhathaliseki ukuthi ungumsebenzisi wansuku zonke noma uphethe inkampani efuna ukwenza ingxenye yebhizinisi layo ibe ngokuzenzakalela ngama-ejenti e-AI.

Iyini isistimu yokusebenza ye-ejenti futhi ihluke kanjani kokwejwayelekile?

Uhlelo lokusebenza olujwayelekile lunesibopho sokwenza phatha izinsiza futhi usebenze njengebhuloho phakathi kwehadiwe nezinhlelo zokusebenza. Uvula izinhlelo, uthutha amafayela, ugcwalise amafomu, bese ugxuma usuka kwelinye ifasitela uye kwelinye. Kuhlelo lokusebenza lwe-ejenti, i-oda liyaguqulwa: ukhetha umgomo futhi uhlelo lunquma ukuthi yimaphi amathuluzi okufanele asetshenziswe, ngokulandelana kwawo, kanye nedatha enjani.

Esikhundleni sokuthi “vula i-imeyili, ulande i-invoyisi, uyigcine kufolda ethize bese uyibhala phansi kuspredishithi”, ubatshela into efana nalenaFaka isicelo se-invoyisi ka-Ephreli bese uyifaka kufolda yami yentela"Futhi i-ejenti ihlela zonke izinyathelo: ifaka i-imeyili yakho, ithole umlayezo, ilande ifayela, iliqambe kabusha, iligcine lapho kufanele libe khona, futhi ibuyekeze ngisho nombhalo wakho wokulawula izindleko."

Lokhu kuziphatha kusekelwe ezinsikeni ezintathu zobuchwepheshe ezicacile ezinikeza uhlelo ukuziphatha okuzimele:

• Amamodeli olimi anememori yomongookwazi ukuqonda izicelo eziyinkimbinkimbi, ukukhumbula okuthandwa yibo, nokugcina intambo phakathi kokuxhumana okuningi.
• Ukuhlelwa kwamathuluziokuvumela i-ejenti ukuthi ixhumeke kuzinhlelo zokusebenza, ama-API, amafayela endawo, izinsizakalo zamafu, kanye namadivayisi angokoqobo.
• Izinzwa nama-actuator: ukufinyelela ku-imeyili, ikhalenda, izaziso, ibhodi lokunamathisela, indawo, kanye nekhono lokubhala ngamafomu, ukucindezela izinkinobho ezibonakalayo noma imisebenzi yesistimu yokushaya ucingo.

Ngaleyo nhlanganisela, uhlelo lokusebenza luyeka ukubonisa amafasitela kuphela bese luba uhlobo lwe- isithunzi esikhuthele oqaphela, anqume, futhi enze okuthile. Futhi yilapho ingxenye ebucayi iqala khona: lapho umenzeli engakwazi thenga, susa noma uthumele Izinto ezenziwe ngaphandle kokuqinisekiswa kwakho okucacile zidinga ukucubungula kabusha okuphelele kwemodeli yezimvume, umthwalo wemfanelo, kanye nokuziphendulela.

Ngaphezu kwalokho, i-AI ejenti ayihlali ohlelweni lokusebenza kuphela. Ezweni lebhizinisi, sekukhulunywa ngakho kakade izinkampani zama-ejenti y izinhlangano zama-ejenti: izinhlangano lapho inethiwekhi yama-ejenti azimele inesibopho sokwenza izinqubo kusukela ekuqaleni kuze kube sekugcineni, kusukela ekuphatheni imbuyiselo kuya ekucubunguleni ukubhaliswa kwamakhasimende, ukuhlanganiswa nama-CRM, amasango okukhokha noma izinhlelo zokusekela.

Kungani izinhlelo zokusebenza zama-ejenti zikhanga kangaka embonini

Kubakhiqizi besofthiwe, amapulatifomu amakhulu amafu, kanye nezinkampani kunoma yimuphi umkhakha, uhlelo lokusebenza lwe-ejenti cishe luyi- i-grail engcwele yokuzenzakalelaIvumela ukushintsha kusuka ezikripthini eziqinile kanye ne-RPA evinjelwe kuya kuma-ejenti abona, acabange, ahlele, asebenzise, ​​futhi afunde ngokuhamba kwesikhathi.

Ngokwezinga lomuntu ngamunye, isithembiso sicacile: Imisebenzi embalwa ephindaphindwayo kanye nesikhathi esiningi ngalokho okwenezela inani ngempela. I-ejenti elungiselelwe kahle ingahlanganisa ama-invoyisi, ihambise idatha phakathi kwezinhlelo zokusebenza, ilungiselele izifinyezo zansuku zonke ze-imeyili yakho, noma ikukhumbuze ngemisebenzi elindile, ngaphandle kokuthi wenze isenzo ngasinye ngokwaso.

Kumaqembu anjengezabantu asebekhulile noma abasebenzisi abakhubazekile, le ndlela imele intuthuko enkulu ku- ukufinyelelekaEsikhundleni sokubhekana nezinkinga zokuxhumeka eziyinkimbinkimbi, mane nje wakhe umyalo ngolimi lwemvelo bese uvumela uhlelo ukuthi luhambe ezikrinini, amafomu, kanye namamenyu.

Ezinkampanini, i-AI ejenti ibhekwa njengohlobo lwe- I-RPA enobuchophoAma-ejenti angalandeli nje izinyathelo ezichazwe kusengaphambili, kodwa futhi ahumushe umongo, alindele izinkinga, abhale phansi izenzo zawo, futhi acele usizo lomuntu lapho okuthile kuphambuka. Lo mqondo usuvele usetshenziswa ku:

• Isevisi yamakhasimendeAma-ejenti axazulula ngokuzimela iningi lezigameko, ahlole isitokwe, acubungule ukubuyiselwa kwemali, futhi andise amacala ayinkimbinkimbi kuphela.
• Ukukhangisa nokuthengisaIzinhlelo ezifanelekela ama-lead, zenze imiyalezo ibe ngeyakho, zenze ukulandelela kube ngokuzenzakalelayo, futhi zithuthukise imikhankaso ngesikhathi sangempela.
• Ezezimali kanye nengoziAma-ejenti ahlanganisa ukunyakaza, athole ukungalingani ekuthengiselaneni, akhiqize imibiko, futhi asize ekuhambisaneni nemithethonqubo.
• Operations kanye Logistics: ukuhlela uchungechunge lokuhlinzeka, ukulungiswa kwempahla noma ukuqondisa kabusha ama-oda uma kwenzeka izehlakalo.

Ukuthunyelwa kwe- Amamodeli e-NPU kanye “nawasedivayisini” Kwenezela enye inzuzo: ukucubungula okuthile kungenziwa endaweni, kunciphisa ukubambezeleka futhi kuthuthukiswe ubumfihlo ngokungadingi ukuthumela konke efwini. Lokhu kuhlanganiswa kokuzimela, ukusebenza kahle, kanye nokulula kuchaza ukuthi kungani i-AI e-ejensi isibe yitshe lesisekelo lamasu amaningi okuguqula idijithali.

I-Windows, i-Apple, i-Google kanye nomjaho wesistimu yokusebenza ye-ejenti

Izinkampani ezinkulu zobuchwepheshe azikami ndawonye. Ngayinye iqhubekisela phambili umbono wayo uhlelo lokusebenza lwe-ejenti, kanye nezincazelo ezibalulekile ezithinta ngqo indlela amandla nedatha okusatshalaliswa ngayo.

Endabeni MicrosoftI-Windows 11 isiba yindawo efanele yokucwaninga. I-Copilot Akuseyona nje i-chatbot efana ne-ChatGPT noma i-Gemini, kodwa yingxenye ehlangana kalula kuyo yonke ideskithophu, okuhlanganisa i-Outlook, amaThimu, i-Excel, i-Explorer, kanye nesiphequluli. Ukugxila okusemthethweni kusekuhlangenwe nakho komsebenzisi.Hey Copilot", enezimbazo ezintathu ezicacile:

• Voice: ukwamukela nokuqonda imiyalo yezwi.
• Umbono: ikhono "lokubona" ​​isikrini ngesikhathi sangempela nokuqonda umongo.
• Izenzo: ukwenziwa kwezenzo ezifanele ohlelweni kanye nezinhlelo zokusebenza.

Ndawonye zakha ubumbano lwemibono emithathu, umongo, kanye nokusebenza okusondeza i-Windows 11 eduze kweqiniso I-Agentic Operating System (AOS)Lokhu kukuvumela ukuthi ucele ukuthi igcine ifayela elithile kufolda ethile, isebenzise izinhlelo, noma yenze izinqubo ezinde zibe ngokuzenzakalela, uma nje unikeze izimvume ezifanele.

Uhlangothi oluhle lucacile: umkhiqizo owandisiweIzinzuzo zifaka phakathi ikhono lokwenza imisebenzi esindayo ngokuzenzakalelayo kanye nesithiyo esincane sokungena ngenxa yokucubungula ulimi lwemvelo. Kodwa-ke, inkinga ikhathaza abasebenzisi abaningi: ukuhlanganiswa okuphoqelelwe okubonwayo (njengoba kwenzekile kokuhlangenwe nakho kwe-Meta AI), kanye nokungabaza mayelana Ukuqina kwe-Windows 11 ukubekezelela izingqimba eziningi zobuhlakani kanye nokwesaba ukuthi i-Copilot izoba yindlela enkulu yokuqoqwa kwedatha.

En Apple, ukugxila kugxile kakhulu ku-“kudivayisi kuqala": beka phambili ukucubungula kwendawo, thumela okuncane ngangokunokwenzeka efwini, futhi uma kuthunyelwa, sebenzisa amafu ayimfihlo kanye nezindlela zokungaziwa. I-AI isatshalaliswa phakathi kwe-Siri, Izithombe, I-Mail, Amanothi, nezinye izinhlelo zokusebenza ku-ecosystem, nge- umgcini we-ironclad lokho i-ejenti ngayinye engakwenza kanye nomklamo wezimvume obonakala kakhulu kumsebenzisi.

Lokhu kunikeza ukuhambisana, ukuhlaselwa okuncishisiwe kwendawo, kanye nokuhlangenwe nakho okucolisisiwe kakhulu, kodwa kuqinisa okujwayelekile Ingadi ebiyelwe ngama-apula: isikhala esincane sokuhlola, isimiso sezinto eziphilayo esivaliwe, kanye nokuthembela okukhulu kakhulu kumhlinzeki oyedwa kukho konke.

Ngakolunye uhlangothi, -Google Ubona i-Android njengendawo enhle yokuhlola ukuhlelwa kwe-ejensi. Umqondo wakhe ukuthi idivayisi yeselula ibe yi- isikhungo esimaphakathi Iyaqonda umongo wakho (indawo, imikhuba, izaziso), ibiza "izinhloso" phakathi kwezinhlelo zokusebenza, futhi ichaze ukuthi yini oyidingayo "lapha manje" isebenzisa i-Gmail, Amamephu, Idrayivu, Ikhalenda, kanye nezinye izinsizakalo zayo. Ingumdlali ogxile kakhulu kusevisi, enesizinda sedatha esikhulu esisebenza kokubili ukuthuthukisa ukusebenziseka kanye nokuphindaphinda imibuzo mayelana ngubani ozuza ngempela ngalokho kungqubuzana okuncishisiwe.

Kuzo zonke izimo ezintathu, ukucindezeleka okufanayo okuyisisekelo kuyaphindwa: lapho i-ejenti ishintshashintsha futhi inamandla, kulapho ishintsha khona Amandla nedatha kugxilile ezandleni zomnikazi wesistimu yokusebenza. Ukusuka ekusebenziseni izinhlelo zokusebenza kuya ekunikezeni izinhloso kusho ukuhambisa isikhungo samandla adonsela phansi siye kumhlinzeki weplatifomu.

Izinkampani zama-ejenti: lapho ukuzimela kwe-AI kuba yinzuzo yokuncintisana

Ngaphandle kohlelo lokusebenza, i-AI ejenti ichaza kabusha indlela izinkampani ezihlelwe ngayo. inkampani ye-ejensi Ayigcini nje ngokubeka i-chatbot enobungane kuwebhusayithi, kodwa ihlanganisa ama-ejenti e-AI azimele emisebenzini yayo ebalulekile yokusebenza ukuze asebenze njenge abahlanganyeli bedijithali okwaziyo ukuphatha imijikelezo ephelele.

Lawa ma-ejenti awasaphenduli kuphela uma umsebenzisi ebuza umbuzo, kodwa aba ukwenza izinto zibe lulaBabona amathuba okuthuthuka, balindele izimpendulo zamakhasimende, balungiselele amadokhumenti, noma baqalise izinqubo zokulungisa ngaphambi kokuba kwenzeke isigameko esingathi sína. Umphumela uba uhlelo lwezemvelo lapho abantu besingatha khona izinqumo zamasu kanye ne-AI ethatha iningi lemisebenzi yokuthengiselana nephindaphindayo.

Ngokusebenzisa lolu hlobo, izinkampani zithola amakhono amaningana abalulekile:

• Ukuqaliswa okuzimele kwezinqubo eziyinkimbinkimbiKusukela ekusingatheni imbuyiselo kuya ekuhleleni ukulethwa noma ekucubunguleni ukubhaliswa, i-ejenti idlula kuzo zonke izigaba futhi ibhale phansi lokho ekwenzayo.
• Ukucabanga kwesikhathi sangempela kanye nokwenza izinqumoNgenxa yamamodeli olimi athuthukile nezinjini zomthetho, i-AI ingahlola ezinye izindlela, ibeke phambili imisebenzi, futhi ikhethe indlela engcono kakhulu esimweni ngasinye.
• Isiteshi esiqhubekayo se-omnichannelI-ejenti igcina umongo wekhasimende ngisho noma lishintsha iziteshi (ingxoxo, i-imeyili, ucingo), igwema ukukhungatheka kokuphindaphinda indaba efanayo njalo.
• Ukuvumelanisa nengqalasizinda ekhona kakade: Ukuhlanganiswa kwe-API nama-CRM, ama-ERP, amasango okukhokha noma ezinye izinhlelo, ukuze yonke ingxoxo ibe yingxoxo ithuba lokusebenzisa ngqo.
• Ukuthembeka okukhulu nge-RAGUkusetshenziswa kwe-Retrieval Augmented Generation (RAG) kuvumela izimpendulo ukuthi zisekelwe kudatha esemthethweni yenkampani kanye namadokhumenti, kunciphisa "ukungaboni kahle" okudumile kwe-AI.

Le nhlanganisela iphinda-phinda ukukhiqizaAmaqembu abantu angagxila emasu, ubuciko, kanye nobudlelwano namakhasimende abaluleke kakhulu, kuyilapho i-AI e-agenti iphatha umsebenzi omningi wemishini. Ngaphezu kwalokho, i-AI e-agenti ihlangana nezinye ubuchwepheshe bebhizinisi (ifu, i-IoT, i-BPM, i-RPA, amawele edijithali) ukuze kuqedwe imijikelezo: kusukela ekutholakaleni kwemicimbi kuya esenzweni esiqondile, okuhlanganisa ukulingisa nokuqinisekisa.

Kodwa-ke, akuzona zonke izinzuzo. Ukunikeza i-AI ukuzimela okungaka kudinga ukuphathwa kwezingozi ngokucophelela okukhulu: ukulawulwa kobuqotho bedatha, ukubusa okucacile, ukuhlolwa okuphelele, imikhawulo yesenzo echazwe kahle, kanye nesendlalelo esiqinile sokuphepha kwe-inthanethi ukuvimbela ukuvuza kolwazi noma ukwehluleka okukhulu kokusebenza.

I-AI Esebenzayo uma iqhathaniswa ne-AI ekhiqizayo kanye nama-ejenti “akudala”

Ukuze ugweme ukuxuba imiqondo, kuyasiza ukuhlukanisa phakathi i-AI ekhiqizayo, i-AI ekhiqizayo, kanye nama-ejenti e-AI ngamanyeI-AI ekhiqizayo, njengoba ithandwa ngamamodeli amakhulu ezilimi, igxile ekudaleni okuqukethwe kokuqala (umbhalo, izithombe, ividiyo, ikhodi) ukuphendula isicelo. Inamandla, kodwa empeleni iyasabela: ilinda isicelo sakho bese ibuyisa umphumela.

La I-Agent ye-AI Inezela izendlalelo eziningana phezulu: ukuzimela, izinhloso, ukuhlela okunezinyathelo eziningi, inkumbulo eqhubekayo, ikhono lokuqalisa amathuluzi, kanye nokufunda okuqhubekayo okuvaliwe. Ayiphenduli nje kuphela, kodwa inquma ukuthi yini ezoyenza, isebenzise izenzo ezidingekayo, futhi ihlole ukuthi umphumela uyahambisana yini nomphumela ohlosiwe, ilungise indlela yawo uma kudingeka.

Uhlelo lwe-ejenti oluvuthiwe luxhumanisa eziningana zalezi zithunywa ezikhethekile, lwabelana ngenkumbulo phakathi kwazo, luchaza amaphuzu lapho kudingeka khona ukungenelela komuntu, futhi lulinganise umthelela ezinkomba zebhizinisi (isikhathi sokuxazulula, imali engenayo etholakele, izindleko ngokuthengiselana ngakunye, njll.). Ngokuphambene nalokho, i-chatbot elula ebhalwe phansi noma umsizi wokukhiqiza olinganiselwe uhlala esigabeni umbuzo-impendulo, ngaphandle kwamandla angempela okuqalisa izinqubo kusukela ekuqaleni kuya ekugcineni.

Isihluthulelo siku- Ukuqondiswa kwemigomo ngokuzimela okulawulwayoI-Agency AI ayikhiqizi nje umbhalo omuhle, kodwa futhi ihlela izinhlelo, ihlele kabusha lapho okuthile kwehluleka, igcina irekhodi elihlolisiswayo lalokho ekwenzayo, futhi isebenzisane nabantu kanye nabanye abameli ukuze kufezwe imigomo eyinkimbinkimbi.

Izinzuzo, izingozi, kanye nokuvikelwa kwezinhlelo zokusebenza ze-ejenti

Uma uhlelo lokusebenza luba yisithunywa, izinzuzo ezingaba khona zinkulu kakhulu, kodwa nezingozi zinjalo uma zingasetshenziswa. izivikelo eziqinile. Izinzuzo eziyinhloko zihlanganisa:

• Ukuzimela okubuswayoUkungqubuzana okuncane phakathi kwenhloso kanye nokufeza, ngamanxusa asebenza ngaphakathi kwemingcele echazwe yizinqubomgomo, izimvume, kanye nemikhawulo yokwethenjwa.
• Ukukhiqiza kanye nokubambezeleka okuphansi kwenqubo: izikhathi zokulinda phakathi kwezinyathelo ziyasuswa, imisebenzi iyahambisana, futhi izenzakalo ezibalulekile ziyaphendulwa ngesikhathi sangempela.
• Ukwenza ngokwezifiso okujulileInkumbulo yokusebenza ivumela izinqumo ezilungiselelwe umongo womsebenzisi ngamunye noma iklayenti, okuthuthukisa ulwazi kanye nokusebenza kahle.
• 24/7 UkusabalalaAma-ejenti asebenza ngokuzikhandla futhi akhula ngokuhambisana nesidingo ngaphandle kwezindleko ezidinga ukukhula ngesivinini esifanayo.
• Ukubusa okuhlanganisiweIzinhlaka ezifana ne-NIST AI RMF noma i-European AI Act ziqhubekela phambili ezinhlelweni ezine-telemetry, ukulandelelwa kanye nokuqashwa kwabantu ezindaweni ezibucayi.

Ngenxa yalokho, kuvela izingozi eziningi ezibalulekile uma ukwakheka kohlelo lokusebenza lwe-ejenti kuhloselwe ibhizinisi lomhlinzeki kuphela hhayi izintshisekelo zomsebenzisi:

• Khiya ngaphakathiUma udlulisela kakhulu ku-ejenti yesistimu, kuba nzima kakhulu ukufuduka. Imisebenzi yakho, izinqamuleli, kanye nenkumbulo akudluliseli kahle phakathi kwamapulatifomu, futhi ugcina uvaleleke ohlelweni lwamanje.
• IthubaUma i-AI yenza izinqumo ngemuva, ulahlekelwa ukulandeleka. Awazi ukuthi iyiphi idatha ebhekisele kuyo, ukuthi kungani ikhethe umhlinzeki othile, noma ukuthi yiluphi ulwazi olushiye idivayisi yakho.
• Ukucwasa kwezentengiselwanoI-ejenti ingazibeka phambili izinsizakalo zayo noma ezabalingani abangochwepheshe, iphinda lokho osekubonwe kakade ngezinjini zokusesha kanye nezitolo zezinhlelo zokusebenza.
• I-HyperprofiledI-ejenti ebona konke ingakha kabusha okuthandwa nguwe, imikhuba yakho, ezezimali kanye nobudlelwano bakho ngezinga elingakaze libonwe ngaphambili lemininingwane.
• Ukuswela amakhonoUma ungalokothi wenze imisebenzi ngesandla, ulahlekelwa amakhono, futhi uma i-AI yehluleka, kuzoba nzima kakhulu kuwe ukuxazulula izinkinga wedwa.

Ukuze kulinganiswe izikali, ochwepheshe abaningi baphakamisa uhlobo oluthile umthethosivivinywa wamalungelo e-ejenti ngezidingo ezincane ezilindelekile kunoma yiluphi uhlelo lokusebenza lwe-ejenti oluqinile:

• Imodi ye-Copilot ngokuzenzakalelayoI-ejenti iyaphakamisa futhi uyaqinisekisa; i-autopilot ephelele kufanele ihlale ikhethwa.
• Inkumbulo ebonakalayo, ehlelekayo nengasuswa: ukufinyelela okulula "kulokho i-ejenti ekwaziyo ngawe", kanye nenketho yokuthekelisa nokususa.
• Iphaneli yezimvume ezihlanganisiwe: uhlu olucacile olumhlophe lokuthi yiziphi izinhlelo zokusebenza namasevisi i-ejenti engazisebenzisa nokuthi yimaphi amalungelo.
• irekhodi lezenzo elihlolekayo: ukulandisa komlando okuqondwa ngabantu ngalokho okwenziwe, nini, futhi ngaluphi ulwazi.
• Ukugijima okomileNgaphambi kokwenza into ebucayi, i-ejenti ibonisa uhlelo ukuze ukwazi ukulubuyekeza nokulushintsha.
• "Okwasendaweni kuqala" njengenketho yangempela: kungenzeka ukuphoqelela ukwenziwa kwendawo (imodeli nedatha) kanye nokuba uhlelo lukwazise ngokusobala lapho okuthile kudingeka kuye efwini.
• Inkinobho ebomvu: ikhono lokumisa i-ejenti emhlabeni wonke futhi lihoxise amakhono ayo ngokushesha, uma kwenzeka kukhona okungahambi kahle.

Ngaphandle kwalezi zinto ezincane, induduzo iba uhlobo "lokuthi"ukuqasha"ngaphakathi kwikhompyutha yakho, nomninindlu onquma izinto eziningi kunalokho ongathanda."

Izincomo ezisebenzayo zabasebenzisi nezinhlangano

Labo asebevele beqala ukuhlala nohlelo lokusebenza lwe-ejenti bangathatha izinyathelo ezilula zokuthi sebenzisa okuhle ngaphandle kokulahlekelwa ukulawulaEzingeni lomsebenzisi ngamunye, kunconywa ukuthi:

• Sebenzisa ama-ejenti noma nini lapho kungenzeka khona imodi yomqhubi wesibili, ngokuqinisekiswa ngaphambi kokwenza izenzo ezibucayi.
• Buyekeza njalo ngenyanga inkumbulo nezimvume: yiluphi ulwazi olugcinwayo, yiziphi izinhlelo zokusebenza i-ejenti engazisebenzisa kanye nokuthi yiliphi izinga lokufinyelela.
• Ukukhetha amamodeli “kudivayisi” uma kukhona inketho, ikakhulukazi emisebenzini ehilela ulwazi olubucayi.
• Funa ukuthi uhlelo lubonise uhlelo lokusebenza Uma uzokwenza into ebalulekile: yiziphi izinyathelo ozolandela, yiluphi ulwazi ozoluthinta nokuthi luzocutshungulwa kuphi.

Ezinhlanganweni, izinga kumele libe phezulu, njengoba ukuqhubeka kwebhizinisi kanye nokuthobela imithetho kusengozini. Ezinye iziqondiso eziwusizo yilezi:

• Phatha i-ejenti yesistimu yokusebenza njenge isofthiwe ebalulekileUkuhlaziywa komthelela, ukuhlolwa kwengozi, i-DPIA uma kudingeka, kanye nokuhambisana nezinqubomgomo zangaphakathi.
• Chaza abamhlophe ngendimaLokho i-ejenti engakwenza esikhundleni sokuba umxhasi akufanele kufane nesimo sokuba umthengisi.
• Isidingo izingodo ezisayiniwe kanye nokugcinwa okufanele, ihlanganiswe namathuluzi okubona, i-SIEM noma i-SOAR.
• Ukusetha kusukela ekuqaleni inqubomgomo yedatha yememori ye-ejenti: yini efundwayo, ukuthi leyo datha igcinwa isikhathi esingakanani futhi isekelwe kusiphi isisekelo somthetho.
• Hlola ngokucophelela izindleko eziphelele zobunikaziUkusetshenziswa okujulile kwe-AI yokukhiqiza kungabangela izindleko eziphezulu, futhi kuyalulekwa ukulingisa kahle izimo zokuphetha zendawo, amamodeli avulekile, kanye nezinsizakalo zangaphandle.

Kulabo abafuna enye indlela engancikile kakhulu kuma-giants, okuthiwa “indlela yesithathu"Idlula ezinhlelweni zokusebenza zamahhala njenge-Linux, ama-desktops afana ne-KDE noma i-GNOME kanye nezinhlobo ze-Android ngaphandle kwe-Google (GrapheneOS, /e/OS, LineageOS) lapho kufanele ifakwe khona." amanxusa wendawo ngamamodeli avulekile (i-Llama nenkampani) kanye nabahleli abahlolwayo. Abalula noma abahlanganisiwe, kodwa baqinisa ubukhosi bedijithali nokuba sobala.

Uma sibheka konke, ukuthuthuka kwezinhlelo zokusebenza zama-ejenti kanye nezinkampani zama-ejenti kukhomba indawo lapho i-AI ingaphenduli khona kuphela, kodwa futhi ithatha ingxenye enkulu yokusebenza kwansuku zonke; okubalulekile ukuthi lokhu kuzimela kusetshenziswe ngokuqapha okucacile, inkumbulo ngaphansi kokulawulwa komsebenzisi kanye nezinketho zangempela zokuzikhethela, ukuze ubuchwepheshe bukhulise amakhono ethu ngaphandle kokusisusa i-helm.

I-athikili ehlobene:

Inkathi ye-AI ye-agent: Umthelela oguquguqukayo wobuhlakani bokwenziwa obuzimele

Isaka

Umbhali oshisekayo ngomhlaba wamabhayithi nobuchwepheshe ngokujwayelekile. Ngiyathanda ukwabelana ngolwazi lwami ngokubhala, futhi yilokho engizokwenza kule bhulogi, ngikubonise zonke izinto ezithakazelisayo kakhulu ngamagajethi, isofthiwe, ihadiwe, izitayela zobuchwepheshe, nokuningi. Inhloso yami ukukusiza ukuthi uzulazule emhlabeni wedijithali ngendlela elula nejabulisayo.