Agentik AI ili wokonzeka kusintha zomwe makasitomala amakumana nazo komanso magwiridwe antchito, zomwe zimafunikira njira yatsopano yochokera ku utsogoleri. Kusinthika kwanzeru zopangira izi kumathandizira machitidwe kukonza, kuchita, ndi kulimbikira ntchito, kupitilira malingaliro osavuta kuti achitepo kanthu. Kwa magulu a UX, oyang'anira malonda, ndi oyang'anira, kumvetsetsa kusinthaku ndikofunikira kuti titsegule mipata muzatsopano, kuwongolera kayendedwe ka ntchito, ndikutanthauziranso momwe ukadaulo umagwirira ntchito anthu. Ndizosavuta kusokoneza Agentic AI ndi Robotic Process Automation (RPA), yomwe ndi teknoloji yomwe imayang'ana ntchito zokhazikitsidwa ndi malamulo zomwe zimachitika pamakompyuta. Kusiyanitsa kwagona pakuumirira ndi kulingalira. RPA ndiyabwino kwambiri pakutsata zolemba zokhazikika: X ikachitika, chitani Y. Imatsanzira manja amunthu. Agetic AI imatsanzira malingaliro aumunthu. Sichimatsatira mzere wa mzere; amalenga mmodzi. Ganizirani ndondomeko ya ntchito yolembera anthu. Botolo la RPA limatha kuyang'ananso kuyambiranso ndikuyiyika ku database. Imagwira ntchito yobwerezabwereza mwangwiro. An Agetic system imayang'ana kuyambiranso, ikuwona wosankhidwayo akulemba ziphaso zinazake, zofananira zomwe zimafunikira kasitomala watsopano, ndikusankha kulemba imelo yofikira yomwe ikuwonetsa masewerowo. RPA imapanga dongosolo lokonzedweratu; Agetic AI imapanga dongosolo kutengera cholinga. Kudziyimira pawokha kumeneku kumalekanitsa othandizira ku zida zolosera zomwe tagwiritsa ntchito zaka khumi zapitazi. Chitsanzo china ndikuwongolera kusamvana pamisonkhano. Mtundu wolosera wophatikizidwa mu kalendala yanu ukhoza kusanthula ndandanda yanu yamisonkhano ndi ndandanda ya anzanu. Ikhoza kuwonetsa mikangano yomwe ingakhalepo, monga misonkhano iwiri yofunika nthawi imodzi, kapena msonkhano wokonzekera pamene wotenga mbali wamkulu ali patchuthi. Imakupatsirani zidziwitso ndikukuwonetsani zovuta zomwe zingachitike, koma muli ndi udindo wochitapo kanthu. Wothandizira AI, muzochitika zomwezo, angapitirire kungonena kuti mikangano ipewe. Akazindikira kusamvana ndi omwe akutenga nawo mbali, wothandizira atha kuchita izi:
Kuyang'ana kupezeka kwa onse ofunikira. Kuzindikira mipata ina ya nthawi yomwe imagwira ntchito kwa aliyense. Kutumiza maitanidwe atsopano amisonkhano kwa onse opezekapo. Ngati mkangano uli ndi wotenga nawo mbali wakunja, wothandizira atha kulemba ndikutumiza imelo yofotokoza kufunikira kokonzanso nthawi ndikupereka nthawi zina. Kusintha kalendala yanu ndi makalendala a anzanu ndi zatsopano zamisonkhano zikatsimikiziridwa.
Wothandizira AIyu amamvetsetsa cholinga (kuthetsa kusamvana kwa msonkhano), amakonza masitepe (kuyang'ana kupezeka, kupeza njira zina, kutumiza maitanidwe), amayendetsa masitepewo, ndikupitilira mpaka mkanganowo utathetsedwa, zonse ndi kulowererapo mwachindunji kwa wogwiritsa ntchito. Izi zikuwonetsa kusiyana kwa "ajenti": dongosololi limatengapo kanthu kwa wogwiritsa ntchito, osati kungopereka chidziwitso kwa wogwiritsa ntchito. Machitidwe a Agetic AI amamvetsetsa cholinga, amakonzekera njira zingapo kuti akwaniritse, tsatirani masitepewo, komanso kusintha ngati zinthu sizikuyenda bwino. Ganizirani izi ngati wothandizira digito. Ukadaulo woyambira nthawi zambiri umaphatikiza mitundu yayikulu ya zilankhulo (LLMs) kuti mumvetsetse ndi kulingalira, ndi ma aligorivimu okonzekera omwe amaphwanya ntchito zovuta kuti zitheke. Othandizirawa amatha kuyanjana ndi zida zosiyanasiyana, ma API, komanso mitundu ina ya AI kuti akwaniritse zolinga zawo, ndipo mozama, amatha kukhala ndi mkhalidwe wolimbikira, kutanthauza kuti amakumbukira zomwe zidachitika kale ndikupitilizabe kukwaniritsa cholinga pakapita nthawi. Izi zimawapangitsa kukhala osiyana kwambiri ndi AI wamba, omwe nthawi zambiri amamaliza pempho limodzi kenako ndikukhazikitsanso. Taxonomy Yosavuta ya Makhalidwe A Agentik Titha kugawa machitidwe a othandizira m'njira zinayi zodziyimira pawokha. Ngakhale izi nthawi zambiri zimawoneka ngati kupita patsogolo, zimagwira ntchito ngati njira zodziyimira pawokha. Wogwiritsa akhoza kukhulupirira wothandizira kuti azichita yekha pokonza ndondomeko, koma isunge "munjira yamalingaliro" pazachuma. Tinapeza magawowa posintha miyezo yamakampani yamagalimoto odziyimira pawokha (magawo a SAE) kuti agwirizane ndi zochitika za ogwiritsa ntchito digito. Yang'anani-ndi-Ganizirani Wothandizira amagwira ntchito ngati polojekiti. Imasanthula mitsinje ya data ndikuwonetsa zolakwika kapena mwayi, koma imachitapo kanthu. KusiyanitsaMosiyana ndi gawo lotsatira, wothandizira sapanga dongosolo lovuta. Ilozera ku vuto. ChitsanzoA wothandizira wa DevOps amazindikira kuchuluka kwa CPU pa seva ndikudziwitsa mainjiniya omwe akuyimbira foni. Sichidziwa momwe kapena kuyesa kukonza, koma chimadziwa kuti china chake chalakwika. Zokhudza mapangidwe ndi kuyang'aniraPa mlingo uwu,kupanga ndi kuyang'anira kuyenera kuika patsogolo zidziwitso zomveka bwino, zosasokoneza komanso ndondomeko yodziwika bwino kuti ogwiritsa ntchito agwiritse ntchito malingaliro. Cholinga chake ndi kupatsa mphamvu wogwiritsa ntchito ndi zidziwitso zapanthawi yake komanso zoyenera popanda kuwongolera. Ogwiritsa ntchito a UX akuyenera kuyang'ana kwambiri kupanga malingaliro omveka bwino komanso osavuta kumva, pomwe oyang'anira malonda akuyenera kuwonetsetsa kuti makinawo amapereka phindu popanda kuchulutsa wogwiritsa ntchito. Konzani-ndi-Pezani Wothandizirayo amazindikiritsa cholinga ndikupanga njira zambiri kuti akwaniritse. Limapereka dongosolo lathunthu lowunikiranso anthu. KusiyanitsaWothandizira amakhala ngati strategist. Sichichita; imadikirira chivomerezo panjira yonse. ChitsanzoWothandizira yemweyo wa DevOps amazindikira kuchuluka kwa CPU, amasanthula zipikazo, ndikupereka dongosolo lokonzanso:
Onjezerani mitundu iwiri yowonjezera. Yambitsaninso zolemetsa. Sungani zipika zakale.
Munthu amawunikanso malingaliro ake ndikudina "Approve Plan". Zokhudza kapangidwe kake ndi kuyang'anira Kwa othandizira omwe akukonzekera ndikupangira, mapangidwe akuyenera kuwonetsetsa kuti mapulaniwo akumveka mosavuta komanso kuti ogwiritsa ntchito ali ndi njira zowasinthira kapena kuwakana. Kuyang'anira ndikofunikira pakuwunika mtundu wamalingaliro ndi malingaliro a wothandizira. Ogwira ntchito ku UX akuyenera kupanga mawonekedwe omveka bwino a mapulani omwe akufunsidwa, ndipo oyang'anira zinthu ayenera kukhazikitsa zowunikira komanso kuvomereza zoyendera. Chitani-ndi-Chitsimikizo Wothandizira amamaliza ntchito yonse yokonzekera ndikuyika chomalizacho pamalo okhazikika. Imagwira bwino chitseko, ndikudikirira kugwedezeka. KusiyanitsaIzi zimasiyana ndi "Plan-and-Propose" chifukwa ntchitoyo yachitika kale ndikukonzedwa. Zimachepetsa kukangana. Wogwiritsa amatsimikizira zotsatira, osati njira. ChitsanzoWothandizira olemba ntchito amalemba zoyitanira zisanu, amapeza nthawi zotseguka pamakalendala, ndikupanga zochitika zamakalendala. Ikuwonetsa batani la "Send All". Wogwiritsa ntchitoyo amapereka chilolezo chomaliza kuti ayambitse zochitika zakunja. Zokhudza mapangidwe ndi kuyang'anira Pamene wothandizira achita ndi chitsimikiziro, mapangidwewo apereke chidule chowonekera komanso chachidule cha zomwe akufuna, kufotokoza momveka bwino zotsatira zake. Kuyang'anira kuyenera kutsimikizira kuti njira yotsimikizira ndi yolimba komanso kuti ogwiritsa ntchito sakufunsidwa kuti avomereze zomwe akuchita. Ogwira ntchito ku UX akuyenera kupanga zidziwitso zomveka bwino ndikupereka zidziwitso zonse zofunika, ndipo oyang'anira malonda akuyenera kuyika patsogolo njira yowunikira pazochita zonse zotsimikizika. Kuchita-Modziyimira pawokha Wothandizira amagwira ntchito mopanda malire. KusiyanitsaWogwiritsa amawunika mbiri ya zochita, osati zochita zokha. ChitsanzoWolemba ntchito akuwona kusamvana, amasunthira kuyankhulana kumalo osungirako zosunga zobwezeretsera, amasinthira ofuna kulembetsa, ndikudziwitsa woyang'anira ntchitoyo. Munthu amangowona zidziwitso: Mafunso adasinthidwa Lachiwiri. Zokhudza mapangidwe ndi kuyang'anira Kwa othandizira odziyimira pawokha, kapangidwe kake kamayenera kukhazikitsa malire omwe adavomerezedwa kale ndikupereka zida zowunikira zolimba. Kuyang'anira kumafuna kuwunika mosalekeza momwe wothandizila amagwirira ntchito m'malirewa, kufunikira kodula mitengo mwamphamvu, njira zowonekera bwino, komanso masiwichi opha omwe amagwiritsidwa ntchito ndi ogwiritsa ntchito kuti asunge kuwongolera ndi kudalira kwa ogwiritsa ntchito. Ogwira ntchito ku UX akuyenera kuyang'ana kwambiri pakupanga ma dashboard abwino kuti awonere zomwe zimagwira ntchito, ndipo oyang'anira malonda akuyenera kuwonetsetsa kuti ulamulilo womveka bwino komanso malangizo akhalidwe ali m'malo.
Tiyeni tiwone ntchito zenizeni padziko lonse lapansi muukadaulo wa HR kuti muwone mitundu iyi ikugwira ntchito. Ganizirani za "Interview Coordination Agent" yokonzedwa kuti igwire ntchito yolemba ntchito.
Mu Suggest ModeWothandizira amazindikira kuti wofunsayo wasungitsa kawiri. Ikuwonetsa mkangano womwe uli pa dashboard ya olemba anthu ntchito: "Chenjezo: Sarah wasungidwa kawiri kuti akafunse mafunso a 2 PM." Mu Plan ModeWothandizira amasanthula kalendala ya Sarah ndi kupezeka kwa ofuna kusankha. Imapereka yankho: "Ndikupangira kusamutsa kuyankhulana ku Lachinayi nthawi ya 10 AM. Izi zimafuna kusuntha Sarah 1: 1 ndi bwana wake." Wolemba ntchito amawunikiranso mfundo iyi. Mu Confirmation ModeWothandizira amalemba maimelo kwa ofuna kusankhidwa ndi manejala. Imadzaza maitanidwe a kalendala. Wolemba ntchitoyo akuwona chidule: "Mwakonzeka kuyambiranso Lachinayi. Tumizani zosintha?" Wolemba ntchitoyo amadina "Tsimikizani". Mu Autonomous ModeWothandizira amathandizira kusamvana nthawi yomweyo. Imalemekeza lamulo lokhazikitsidwa kale: "Nthawi zonse muziika patsogolo zoyankhulana ndi anthu omwe ali mkati mwa 1: 1s." Imasuntha msonkhano ndikutumiza zidziwitso. Wolemba ntchito akuwona cholembedwa: "Zathetsedwakusamvana kwa Kandidate B."
Kafukufuku Woyamba: Zomwe Mungafufuze Ndi Motani Kupanga AI yogwira mtima kumafuna njira yofufuzira yosiyana ndi mapulogalamu azikhalidwe kapena AI yopangira. Kudziyimira pawokha kwa othandizira a AI, kuthekera kwawo kupanga zisankho, komanso kuthekera kwawo kuti achitepo kanthu mwachangu zimafunikira njira zapadera zomvetsetsa ziyembekezo za ogwiritsa ntchito, kupanga mapu ovuta a wothandizila, komanso kuyembekezera zolephera zomwe zingachitike. Choyambirira chotsatirachi chikuwonetsa njira zazikulu zoyezera ndikuwunika izi mwapadera za AI yothandiza. Zofunsa Zachitsanzo Zamaganizo Zoyankhulana izi zimawulula malingaliro omwe ogwiritsa ntchito akuganiza za momwe wothandizira wa AI ayenera kuchitira. M'malo mongofunsa zomwe ogwiritsa ntchito akufuna, cholinga chake ndikumvetsetsa mitundu yawo yamkati ya kuthekera ndi zolephera za wothandizirayo. Tipewe kugwiritsa ntchito mawu oti “wothandizira” kwa otenga nawo mbali. Imanyamula katundu wa sci-fi kapena ndi mawu omwe amasokonezedwa mosavuta ndi munthu wothandizira kapena ntchito. M'malo mwake, ikani zokambiranazo mozungulira "othandizira" kapena "dongosolo." Tiyenera kuzindikira komwe ogwiritsa ntchito amajambula mzere pakati pa makina othandiza ndi kuwongolera movutikira.
Njira: Funsani ogwiritsa ntchito kuti afotokoze, kujambula, kapena kufotokoza zomwe akuyembekezera ndi wothandizirayo muzochitika zosiyanasiyana zongopeka. Zofunikira zazikulu (zowonetsa mafakitale osiyanasiyana): Kuti mumvetsetse malire a makina omwe mukufuna komanso nkhawa zomwe zingachitike pazaotomatiki, funsani: Ngati ndege yanu yaletsedwa, kodi mungafune kuti makinawo azichita chiyani? Kodi chingakudetseni chiyani ngati chingatero popanda malangizo anu omveka bwino?
Kuti muwone momwe wogwiritsa ntchito amagwirira ntchito mkati mwa wothandizirayo ndi kulumikizana kofunikira, funsani: Tangoganizani wothandizira digito akuwongolera nyumba yanu yanzeru. Ngati phukusi laperekedwa, mukuganiza kuti litenga chiyani, ndipo mungayembekezere kulandira chiyani?
Kuti muwulule zoyembekeza za kuwongolera ndi kuvomereza mkati mwa njira zambiri, funsani: Ngati mufunsa wothandizira wanu wa digito kuti akonze msonkhano, kodi mukuganiza kuti izi zichitika bwanji? Ndi pa mfundo ziti zomwe mungafune kufunsidwa kapena kupatsidwa zisankho?
Ubwino wa njirayi: Imawulula zongoganizira, ikuwonetsa madera omwe machitidwe omwe akukonzekera angasiyane ndi zomwe ogwiritsa ntchito amayembekeza, ndikudziwitsanso mapangidwe owongolera oyenera ndi njira zoyankhira.
Mapu a Ulendo wa Agent: Mofanana ndi mapu amtundu wa ogwiritsa ntchito, mapu aulendo a othandizira amayang'ana kwambiri zomwe akuyembekezeredwa ndi zisankho za wothandizila wa AI yemweyo, pamodzi ndi kulumikizana kwa wogwiritsa ntchito. Izi zimathandiza kuzindikira zovuta zomwe zingakhalepo.
Njira: Pangani mapu owonetsera omwe akuwonetsa magawo osiyanasiyana a ntchito ya wothandizira, kuyambira pachiyambi mpaka kumapeto, kuphatikizapo zonse zomwe zingatheke, zisankho, ndi kuyanjana ndi machitidwe akunja kapena ogwiritsa ntchito. Zofunikira pa Mapu: Zochita za Wothandizira: Ndi ntchito ziti kapena zisankho zomwe wothandizira amachita? Zolowetsa/Zotulutsa Zambiri: Kodi wothandizirayo amafunikira data yanji, ndipo imapanga chidziwitso chanji kapena kulumikizana? Mfundo Zosankha: Kodi wothandizira amasankha kuti, ndipo zisankhozo ndi ziti? Malo Ogwiritsa Ntchito: Kodi wogwiritsa ntchito amapereka kuti, kuwunikira, kapena kuvomereza zochita? Zomwe Zalephera: M'malo mwake, dziwani nthawi zomwe wothandizira angatanthauzire molakwika malangizo, kupanga chisankho cholakwika, kapena kucheza ndi gulu lolakwika. Zitsanzo: Wolandira wolakwa (monga kutumiza zinthu zodziwikiratu kwa munthu wolakwika), kubweza ndalama mopitirira muyeso (monga zolipirira zokhazokha zopyola ndalama zomwe zilipo), kutanthauzira molakwika zolinga (monga kusungitsa ulendo wa pandege wa tsiku lolakwika chifukwa cha zilankhulo zosadziwika bwino).
Njira Zobwezeretsa: Kodi wothandizira kapena wogwiritsa ntchito angachiritse bwanji zolephera izi? Ndi njira ziti zomwe zikuyenera kuwongolera kapena kulowererapo?
Ubwino wa njirayo: Imapereka mawonekedwe athunthu a kayendetsedwe ka ntchito ya wothandizirayo, imavumbulutsa zodalira zobisika, ndipo imalola kuti pakhale njira zodzitetezera, kuwongolera zolakwika, ndi kulowererapo kwa ogwiritsa ntchito kuti apewe kapena kuchepetsa zotsatira zoyipa.
Kuyezetsa Kolakwika Kofananako: Njirayi idapangidwa kuti iwonetsetse kupsinjika kwa dongosolo ndikuwona zomwe ogwiritsa ntchito angachite pamene wothandizira wa AI akulephera kapena kupatuka pazoyembekeza. Ndiko kumvetsetsa kukonzanso kukhulupilika ndi mayankho amalingaliro pamikhalidwe yovuta.
Njira: M'maphunziro a labu olamulidwa, yambitsani dala zochitika zomwe wothandizira alakwitsa, kutanthauzira molakwika lamulo, kapena kuchita zinthu mosayembekezereka. Mitundu ya "Zolakwika" zotsanzira: LamuloKutanthauzira molakwika: Wothandizira amachitapo kanthu mosiyana pang'ono ndi zomwe wogwiritsa ntchito akufuna (mwachitsanzo, kuyitanitsa zinthu ziwiri m'malo mwa chimodzi). Zambiri Zochulukira / Zotsitsa: Wothandizira amapereka zambiri zosafunikira kapena zosafunikira zokwanira. Zomwe Sanapemphe: Wothandizira amachitapo kanthu yemwe wogwiritsa ntchito sanafune kapena kuyembekezera (mwachitsanzo, kugula katundu popanda chilolezo). Kulephera Kwadongosolo: Wothandizira agwa, sayankha, kapena amapereka uthenga wolakwika. Mavuto Okhudzana ndi Makhalidwe: Wothandizira amapanga chisankho chokhala ndi zotsatira zamakhalidwe abwino (mwachitsanzo, kuika patsogolo ntchito imodzi kuposa ina motengera miyeso yosayembekezereka).
Kuyang'anitsitsa: Zochita za Ogwiritsa: Kodi ogwiritsa ntchito amachita bwanji m'malingaliro (kukhumudwa, mkwiyo, chisokonezo, kutaya chikhulupiriro)? Kuyesanso Kubwezeretsa: Kodi ndi njira ziti zomwe ogwiritsa ntchito amatenga kuti akonze zomwe wothandizilayo akuchita kapena kusintha zochita zake? Njira Zokonzetsera Khulupirirani: Kodi njira zobwezeretsera zomwe zimapangidwira kapena njira zoyankhira zimathandizira kubwezeretsanso chidaliro? Kodi ogwiritsa ntchito amafuna bwanji kudziwitsidwa za zolakwika? Kusintha kwa Chitsanzo cha Mental: Kodi khalidwe lolakwika limasintha kamvedwe ka wogwiritsa ntchito za kuthekera kapena zolephera za wothandizirayo?
Ubwino wa njirayi: Chofunika kwambiri pakuzindikiritsa mipata yamapangidwe okhudzana ndi kubwezeretsa zolakwika, mayankho, ndikuwongolera ogwiritsa ntchito. Limapereka zidziwitso za momwe ogwiritsa ntchito alili olimba pothandizira zolephera komanso zomwe zimafunika kuti asungidwe kapena kulimbitsanso chidaliro, zomwe zimapangitsa kuti pakhale machitidwe amphamvu komanso okhululuka.
Mwa kuphatikiza njira zofufuzirazi, akatswiri a UX amatha kupitilira kungopanga machitidwe ogwirira ntchito kuti awapangitse kukhala odalirika, odalirika, odalirika, komanso oyankha, kulimbikitsa ubale wabwino komanso wopindulitsa pakati pa ogwiritsa ntchito ndi othandizira awo a AI. Zindikirani kuti izi si njira zokhazo zomwe zimafunikira pakuwunika bwino kwa AI. Njira zina zambiri zilipo, koma izi ndizopezeka kwa asing'anga posachedwa. Ndinalembapo kale njira ya Wizard of Oz, njira yowonjezereka pang'ono yoyesera malingaliro, yomwe ilinso chida chofunikira pofufuza malingaliro a AI. Malingaliro Oyenera Mu Njira Yofufuzira Pofufuza agent AI, makamaka poyerekezera makhalidwe oipa kapena zolakwika, mfundo zamakhalidwe ndizofunikira kuziganizira. Pali zofalitsa zambiri zomwe zimayang'ana pa kafukufuku wamakhalidwe a UX, kuphatikiza nkhani yomwe ndidalemba ku Smashing Magazine, malangizo awa ochokera ku UX Design Institute, ndi tsamba ili kuchokera ku Inclusive Design Toolkit. Ma Metrics Ofunikira a Agetic AI Mufunika ma metrics ofunikira kuti muwunike bwino magwiridwe antchito ndi kudalirika kwa machitidwe a AI. Ma metrics awa amapereka zidziwitso pakukhulupilika kwa ogwiritsa ntchito, kulondola kwadongosolo, komanso luso la ogwiritsa ntchito onse. Potsata zizindikiro izi, opanga ndi opanga amatha kuzindikira madera omwe angasinthidwe ndikuwonetsetsa kuti othandizira a AI akugwira ntchito mosatekeseka komanso moyenera. 1. Intervention RateFor odziyimira pawokha, timayesa kupambana mwakukhala chete. Ngati wothandizira akugwira ntchito ndipo wogwiritsa ntchitoyo salowererapo kapena kusintha zomwe zikuchitika mkati mwawindo lokhazikitsidwa (mwachitsanzo, maola 24), timawerengera kuti kuvomereza. Timatsata Mlingo Wothandizira: Kodi munthu amalumphira kangati kuti ayimitse kapena kukonza wothandizirayo? Kuwongolera kwakukulu kumawonetsa kusalinganika molakwika mukukhulupirira kapena malingaliro. 2. Kuchuluka kwa Zochita Zosayembekezereka pa Ntchito 1,000Iyi metric yovuta imawerengera kuchuluka kwa zochita zochitidwa ndi wothandizila wa AI zomwe sizinali zofunidwa kapena zoyembekezeredwa ndi wogwiritsa ntchito, zokhazikika pa ntchito 1,000 zomwe zamalizidwa. Kuchepa kwapang'onopang'ono kwa zochita zosayembekezereka kumatanthawuza AI yogwirizana bwino yomwe imatanthauzira molondola cholinga cha wogwiritsa ntchito ndikugwira ntchito mkati mwa malire odziwika. Metric iyi imagwirizana kwambiri ndi kumvetsetsa kwa AI pazochitika, kuthekera kwake kusokoneza malamulo, komanso kulimba kwa ma protocol ake achitetezo. 3. Kubweza kapena Bwezerani MiyezoIyi ikuwonetsa kuchuluka kwa ogwiritsa ntchito omwe akufunika kusintha kapena kusintha zomwe AI achita. Miyezo yayikulu yobwereranso ikuwonetsa kuti AI ikupanga zolakwika pafupipafupi, kutanthauzira molakwika malangizo, kapena kuchita m'njira zomwe sizikugwirizana ndi zomwe ogwiritsa ntchito amayembekezera. Kusanthula zifukwa zomwe zabweza izi zitha kupereka mayankho ofunikira pakuwongolera ma aligorivimu a AI, kumvetsetsa zomwe amakonda ogwiritsa ntchito, komanso kuthekera kwake kulosera zotsatira zabwino. Kuti mumvetse chifukwa chake, muyenera kugwiritsa ntchito microsurvey pakuchitapo kanthu. Mwachitsanzo, wogwiritsa ntchito akasintha kusintha kwa ndandanda, funso losavuta likhoza kufunsa kuti: “Nthawi yolakwika? Kulola wosuta kuti adina pa njira yomwe ikugwirizana bwino ndi malingaliro awo. 4. Nthawi Yokonza Pambuyo pa ErrorThis metricimayesa nthawi yomwe imatenga kuti wogwiritsa ntchito akonze zolakwika zomwe AI adachita kapena kuti dongosolo la AI lokha libwererenso pamalo olakwika. Kuwongolera kwakanthawi kochepa kukuwonetsa njira yabwino komanso yosavuta yobwezeretsa zolakwika, zomwe zingachepetse kukhumudwa kwa ogwiritsa ntchito ndikusunga zokolola. Izi zikuphatikizapo kumasuka kwa kuzindikira zolakwika, kupezeka kwa njira zokonzanso kapena kukonza, komanso kumveka bwino kwa mauthenga olakwika operekedwa ndi AI.
Kutolera ma metric awa kumafuna kugwiritsa ntchito makina anu kuti azitsatira ma ID a Agent Action. Chilichonse chomwe wothandizila amachita, monga kupanga ndandanda kapena kusungitsa ulendo wa pandege, ziyenera kupanga chizindikiritso chapadera chomwe chimapitilirabe m'malogi. Kuti tiyeze Rate Yothandizira, sitiyang'ana zomwe ogwiritsa ntchito nthawi yomweyo amachita. Timayang'ana kusakhalapo kwa chotsutsa mkati mwawindo lodziwika. Ngati ID ya Action itapangidwa nthawi ya 9:00 AM ndipo palibe munthu wogwiritsa ntchito yemwe angasinthe kapena kubwezeretsa IDyo pofika 9:00 AM tsiku lotsatira, makinawa amaika chizindikiro kuti Chavomerezedwa. Izi zimatilola kuwerengera kupambana kutengera kukhala chete kwa ogwiritsa ntchito m'malo motsimikiza mokhazikika. Kwa ma Rollback Rates, mawerengedwe osaphika ndiwosakwanira chifukwa alibe nkhani. Kuti mumvetse chifukwa chake, muyenera kugwiritsa ntchito malingaliro oletsa kutsitsa kapena Kubwezeretsa ntchito za pulogalamu yanu. Wogwiritsa ntchito akasintha zomwe adayambitsa, yambitsani kafukufuku wopepuka. Izi zitha kukhala njira zitatu zosavuta zofunsa wogwiritsa ntchito kuti agawire cholakwikacho ngati cholakwika, chosowa mawu, kapena chokonda chogwirira ntchitoyo pamanja. Izi zimaphatikiza kuchuluka kwa telemetry ndi kuzindikira kwanzeru. Zimathandizira magulu aumisiri kuti azitha kusiyanitsa pakati pa algorithm yosweka ndi kusagwirizana kwa zomwe amakonda. Ma metrics awa, akatsatiridwa mosadukiza ndikuwunikidwa kwathunthu, amapereka chikhazikitso cholimba chowunika momwe machitidwe a AI amathandizira, kulola kuwongolera mosalekeza pakuwongolera, kuvomereza, ndi kuyankha. Kupanga Motsutsa Chinyengo Pamene othandizira akuchulukirachulukira, timakumana ndi chiwopsezo chatsopano: Agent Sludge. Dongosolo lachikale limapangitsa kukangana komwe kumapangitsa kuti zikhale zovuta kuletsa kulembetsa kapena kuchotsa akaunti. Agetic sludge imachita mosiyana. Imachotsa mikangano pamavuto, ndikupangitsa kukhala kosavuta kuti wogwiritsa ntchito avomereze kuchitapo kanthu komwe kumapindulitsa bizinesiyo osati zofuna zake. Ganizirani wothandizira yemwe akukuthandizani pakusungitsa maulendo. Popanda chitetezo chomveka bwino, dongosololi likhoza kuika patsogolo kampani ya ndege kapena hotelo yapamwamba. Ikuwonetsa chisankho ichi ngati njira yabwino kwambiri. Wogwiritsa ntchito, kudalira ulamuliro wa dongosolo, amavomereza malingaliro popanda kuunika. Izi zimapanga njira yonyenga yomwe dongosololi limakometsera ndalama mosasamala kanthu kuti ndizosavuta. Chiwopsezo cha Luso Loganiza Mwabodza Chinyengo sichingakhale ndi zolinga zoipa. Nthawi zambiri zimawonekera mu AI ngati Kuthekera Koyerekeza. Zinenero Zazinenero Zazikulu nthawi zambiri zimamveka ngati zovomerezeka ngakhale zitalakwika. Amapereka chitsimikiziro chabodza cha kusungitsa kapena chidule cholondola chokhala ndi chidaliro chofanana ndi chotsimikizika. Ogwiritsa ntchito akhoza kukhulupirira kamvekedwe kachikhulupiriro kameneka. Kusagwirizanaku kumapanga kusiyana koopsa pakati pa kuthekera kwadongosolo ndi zomwe ogwiritsa ntchito amayembekezera. Tiyenera kupanga makamaka kuti titseke kusiyana uku. Ngati wothandizira alephera kumaliza ntchito, mawonekedwewo ayenera kuwonetsa kulephera bwino. Ngati dongosololi silikutsimikizika, liyenera kuwonetsa kusatsimikizika m'malo moliphimba ndi mawu opukutidwa. Transparency kudzera Primitives Njira yothetsera matope ndi kuyerekezera zinthu m'maganizo ndi chiyambi. Chilichonse chodziyimira pawokha chimafunikira chizindikiro cha metadata chofotokozera komwe chigamulocho chinachokera. Ogwiritsa ntchito amafunikira luso loyang'ana mndandanda wamaganizidwe kumbuyo kwazotsatira. Kuti tikwaniritse izi, tiyenera kumasulira zakale kukhala mayankho othandiza. Muuinjiniya wamapulogalamu, zoyambira zimatanthawuza zigawo zikuluzikulu za chidziwitso kapena zochita zomwe wothandizira amachita. Kwa mainjiniya, izi zikuwoneka ngati kuyimba kwa API kapena chipata chamalingaliro. Kwa wogwiritsa ntchito, ziyenera kuwoneka ngati kufotokozera momveka bwino. Vuto la kapangidwe kake liri pakukonza njira zaukadaulozi kuti zikhale zomveka zowerengeka ndi anthu. Ngati wothandizira avomereza ndege inayake, wogwiritsa ntchitoyo ayenera kudziwa chifukwa chake. Mawonekedwe sangathe kubisala kuseri kwa malingaliro amtundu uliwonse. Iyenera kuwulula zoyambira zakale: Logic: Cheapest_Direct_Flight kapena Logic: Partner_Airline_Priority. Chithunzi 4 chikuwonetsa kumasulira uku. Timatengera dongosolo laiwisi lachikale - ndondomeko yeniyeni - ndikuyiyika ku chingwe choyang'ana ogwiritsa ntchito. Mwachitsanzo, kuyang'ana koyambirira kwa kalendala ya msonkhano kumakhala mawu omveka bwino: Ndakonza 4 PM.msonkhano. Kuwonekera uku kumapangitsa kuti zochita za wothandizirayo ziziwoneka zomveka komanso zopindulitsa. Imalola wogwiritsa ntchito kutsimikizira kuti wothandizirayo wachita zomwe akufuna. Powonetsa zoyamba, timasintha bokosi lakuda kukhala bokosi lagalasi, kuwonetsetsa kuti ogwiritsa ntchito amakhalabe olamulira pa moyo wawo wa digito.
Kukhazikitsa Stage For Design Kupanga dongosolo lothandizira kumafuna mulingo watsopano womvetsetsa zamalingaliro ndi machitidwe. Zimatikakamiza kuti tisunthire kupyola kuyesa kogwiritsiridwa ntchito kwanthawi zonse ndikupita kumalo odalirika, kuvomereza, ndi kuyankha. Njira zofufuzira zomwe takambirana, kuyambira pakuyesa zitsanzo zamaganizidwe mpaka kutengera khalidwe loipa ndi kukhazikitsa ma metrics atsopano, zimapereka maziko ofunikira. Mchitidwewu ndi zida zofunika zodziwiratu komwe dongosolo lodziyimira pawokha lingalephere, komanso, makamaka, momwe mungakonzere ubale ndi wogwiritsa ntchito ikatero. Kusintha kupita ku AI yothandiza ndikutanthauziranso ubale wa ogwiritsa ntchito. Sitikupanganso zida zomwe zimangoyankha malamulo; tikupangira mabwenzi omwe amachitira zinthu m'malo mwathu. Izi zikusintha kufunikira kwa kapangidwe kake kuchoka pakuchita bwino komanso kosavuta kugwiritsa ntchito kupita ku kuwonekera, kulosera, ndi kuwongolera. Pamene AI ikhoza kusungitsa ndege kapena kugulitsa katundu popanda kudina komaliza, mapangidwe ake "pa-ramp" ndi "off-ramps" amakhala ofunika kwambiri. Ndi udindo wathu kuwonetsetsa kuti ogwiritsa ntchito akumva kuti ali pampando woyendetsa, ngakhale atapereka gudumu. Chowonadi chatsopanochi chikukwezanso udindo wa wofufuza wa UX. Timakhala osamalira chidaliro cha ogwiritsa ntchito, timagwira ntchito limodzi ndi mainjiniya ndi oyang'anira zinthu kuti tifotokoze ndikuyesa njira zodziyimira pawokha. Kupitilira kukhala ofufuza, timakhala olimbikitsa kuwongolera kwa ogwiritsa ntchito, kuwonekera, ndi chitetezo pamakhalidwe mkati mwa chitukuko. Pomasulira zachikale kukhala mafunso othandiza komanso kutengera zochitika zoyipa kwambiri, titha kupanga makina olimba omwe ali amphamvu komanso otetezeka. Nkhaniyi yafotokoza za "chiyani" ndi "chifukwa" pofufuza za AI. Zawonetsa kuti zida zathu zanthawi zonse ndizosakwanira ndipo tiyenera kugwiritsa ntchito njira zatsopano zoyembekezera. Nkhani yotsatira idzamanga pamaziko awa, ndikupereka mapangidwe enieni ndi machitidwe a bungwe omwe amapangitsa kuti ntchito ya wothandizirayo ikhale yowonekera kwa ogwiritsa ntchito, kuonetsetsa kuti angagwiritse ntchito mphamvu za AI molimba mtima ndi kulamulira. Tsogolo la UX likukhudzana ndi kupanga machitidwe odalirika. Kuti mumve zambiri za agetic AI, mutha kuwona izi:
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