Muchikamu chekutanga cheiyi nhevedzano, isu takamisa yakakosha shanduko kubva kune generative kuenda kune agentic artificial intelligence. Isu takaongorora kuti sei kusvetuka uku kubva pakukurudzira kuita zvinoda mutsva wepfungwa uye nzira yekushandisa yevatsvagiri veUX, mamaneja ezvigadzirwa, uye vatungamiriri. Isu takatsanangura taxonomy yeagentic maitiro, kubva pakupa zano kuenda kuzvimiririra, akatsanangura akakosha nzira dzekutsvagisa, akatsanangura njodzi dzeagentic sludge, uye takamisa metric yekuzvidavirira inodiwa kufamba munharaunda iyi itsva. Takakurukura kuti chii uye nei. Iye zvino, isu tinofamba kubva kune yekutanga kuenda kune inoshanda. Ichi chinyorwa chinopa maitirwo: magadzirirwo ekongiri, masisitimu ekushanda, uye maitiro esangano akakosha pakuvaka masisitimu eajenti asina simba chete asiwo ari pachena, anodzoreka, uye akakodzera kuvimba nemushandisi. Kana tsvagiridzo yedu iri chishandiso chekuongorora, mapatani aya ndiwo chirongwa chekurapa. Ndidzo nzira dzinoshanda dzatinogona kupa vashandisi pfungwa inonzwisisika yekudzora, kunyangwe isu tichipa AI kuzvitonga kusati kwamboitika. Chinangwa ndechekugadzira chiitiko apo kuzvitonga kunonzwa senge rombo rakapihwa nemushandisi, kwete kodzero yakatorwa nehurongwa. Core UX mapatani eAgentic Systems Kugadzira yeagetic AI kugadzira hukama. Ukama uhwu, sehumwe hukama hunobudirira, hunofanira kuvakirwa pakukurukurirana kwakajeka, kunzwisisana, uye miganhu yakamiswa. Kuti tigadzirise shanduko kubva pazano kuenda kuchiito, tinoshandisa mapatani matanhatu anotevera kushanda kwehupenyu hwekudyidzana kweagent:
Pre-Action (Kumisikidza Chinangwa)Iyo Yekuda Kutarisisa uye Kuzvimiririra Dial inova nechokwadi chekuti mushandisi anotsanangura chirongwa uye miganhu yemumiririri zvisati zvaitika. Mu-Chiito (Kupa Mamiriro ezvinhu)Iyo Inotsanangurika Chirevo uye Chiratidzo cheKuvimbo chengetedza pachena apo mumiririri anoshanda, achiratidza "nei" uye "zvine chokwadi." Post-Action (Kuchengeteka uye Kudzoreredza)Iyo Yekuita Odhita & Dzokorora uye Escalation Pathway inopa chengetedzo mambure ekukanganisa kana nguva dzekusajeka kwepamusoro.
Pazasi, isu tinovhara yega yega pateni zvakadzama, kusanganisira kurudziro yemametric ekubudirira. Zvinangwa izvi ndezviyero zvinomiririra zvinoenderana nezviyero zveindasitiri; vagadzirise zvichibva pane yako chaiyo domain ngozi. 1. Chinangwa Chekufanoona: Kujekesa Chii uye Sei Patani iyi ndiyo yekutaura yakaenzana nekutaura kuti, "Hezvino zvandiri kuda kuita. Uri kufara nazvo here?" Ndiyo nguva yekutanga yekutsvaga mvumo muhukama hwemushandisi-mumiriri. Mumiririri asati atora chero danho rakakosha, mushandisi anofanira kuve nekunzwisisa kwakajeka, kusina kujeka kwezviri kuda kuitika. The Intent Preview, kana Plan Summary, inogadza mvumo ine ruzivo. Ndiko kutaura kumbomira pamberi pechiito, kushandura bhokisi dema remaitiro ekuzvidzivirira kuita chirongwa chakajeka, chinodzokororwa. Psychological UnderpinningKuratidza chirongwa chisati chaitwa kunoderedza kurangarira mutoro uye kubvisa kushamisika, kupa vashandisi nguva yekuona kuti mumiririri anonzwisisa chaizvo chinangwa chavo. Anatomy yeEffective Intent Preview:
Kujeka uye ConcisenessKutarisisa kunofanirwa kugayiwa nekukasira. Inofanira kupfupisa zviito zvekutanga nemhedzisiro mumutauro wakajeka, ichinzvenga jagoni rehunyanzvi. Semuyenzaniso, pachinzvimbo che "Kuita API call yekukanzura_booking (id: 4A7B)," inofanira kuti, "Kanzura ndege AA123 kuenda kuSan Francisco." Sequential MatanhoKuitwa kwakawanda-nhanho mashandiro, iyo yekutarisa inofanira kudonongodza zvikamu zvakakosha. Izvi zvinoburitsa pfungwa yemumiririri uye inobvumira vashandisi kuona zvingangoitika mukutevedzana kwakarongwa. Bvisa Zviito ZvemushandisiKutarisisa inzvimbo yesarudzo, kwete chiziviso chete. Inofanira kuperekedzwa nesarudzo dzakajeka. Inguva yekupokana nemaune, 'kumhanyisa bump' mukuita kwakagadzirirwa kuve nechokwadi chekuti mushandisi ari kuita sarudzo yekuziva, kunyanya yezvisingadzokerike kana zviito zvepamusoro.
Ngationgororei mamiriro edu emubatsiri wekufamba kubva pachikamu chekutanga cheiyi nhevedzano. Isu tinoshandisa ino proactive mubatsiri kuratidza mabatiro anoita mumiririri kudzima ndege. Mumiririri aona kukanzurwa kwendege uye agadzira hurongwa hwekudzoreredza. Iyo Intent Preview yaizotaridzika seizvi: Hurongwa Hwako Hwekuvhiringika Ndaona kuti ndege yako ya10:05 AM yakanzurwa. Hezvino zvandiri kuronga kuita:Kanzura Flight UA456Gadzirisa madzosero emari uye wosimbisa ruzivo rwekukanzura.Bhudha paFlight DL789Bhuku chigaro chakasimbiswa pa 2:30 PM nendege isina kumbomira, sezvo iyi iriyo inotevera inowanika isina kumira mushe inechigaro chakasimbiswa.Gadziridza Kuchengetedzwa KwehoteraZivisa vaMarriott kuti uchanonoka kusvika.Email Yakagadziridzwa Rudzi rwerwendoTumira iwe nemubatsiri wako, Jane Doe nezvendege itsva uye nezvehotera.[ Enderera neChirongwa ichi ] [ Rongedza Hurongwa ] [ Ndibate Pachangu ]
Kutarisisa uku kunoshanda nekuti kunopa mufananidzo wakakwana, kubva pakukanzurwa kuenda kunhaurirano, uye inopa nzira nhatu dzakatsaukana dzemberi: kubvuma kuzere (Enderera mberi), chishuwo chekugadzirisa (Rongedza Hurongwa), kana kupfuudza kuzere (Ndibate Pachangu). Uku kudzora kwakasiyana-siyana ndiyo nheyo yekuvimba.
Nguva Yekukoshesa Iyi PataniPateni iyi haigone kupindurwa kune chero chiitiko chisingadzoreki (semuenzaniso, kudzima data yemushandisi), inosanganisira kutengeserana kwemari kwechero huwandu, kugovera ruzivo nevamwe vanhu kana masisitimu, kana kuita shanduko huru iyo mushandisi asingakwanise kumisa nyore. Ngozi yeKusiiwaPasina izvi, vashandisi vanonzwa kuvharirwa nezviito zvemumiririri uye vanodzima chimiro kuti vadzore kutonga. Metrics for Success:
Kugamuchirwa RatioPlans Inogamuchirwa Pasina Kurongeka / Zvirongwa Zvakakwana Zvinoratidzwa. Target> 85%. Override FrequencyTotal Bata iyo Ini Pachangu Inodzvanya / Yese Zvirongwa Zvinoratidzwa. Chiyero> 10% chinokonzeresa ongororo yemuenzaniso. Recall AccuracyPercentage yevatori vechikamu vanogona kunyora nemazvo nhanho dzechirongwa masekonzi gumi mushure mekuona kwakavanzika.
Kushandisa Izvi kune High-Stakes Domains Nepo hurongwa hwekufamba huri hwaro hunogoneka, patani iyi inove yakakosha munzvimbo dzakaoma, dzepamusoro-soro apo kukanganisa kunokonzeresa kukanganisa kune munhu ari kufamba. Vazhinji vedu tinoshanda munzvimbo umo sarudzo dzisiridzo dzinogona kukonzera kudzimwa kwehurongwa, kuisa chengetedzo yemurwere panjodzi, kana zvimwe zvakawanda zvinokonzeresa zvinogona kuunza tekinoroji isingavimbike. Funga nezveDevOps Release Agent yakapihwa basa rekutonga gore rezvivakwa. Muchirevo chechinyorwa chino, iyo Intent Preview inoita sechivhariso chekuchengetedza kurwisa netsaona nguva.
Mune ino interface, iyo chaiyo terminology (Drain Traffic, Rollback) inotsiva zvakajairwa, uye zviito ndezvemabhinari uye zvine chekuita. Mushandisi anotendera shanduko huru yekushanda zvichienderana nemafungiro emumiririri, pane kubvumidza zano. 2. The Autonomy Dial: Calibrating Trust With Progressive Authorization Hukama hwese hune hutano hune miganhu. Iyo Autonomy Dial ndiyo nzira iyo mushandisi anoimisa nayo nemumiririri wavo, vachitsanangura zvavari kugadzikana nemumiririri anozvibata ari ega. Kuvimba hakusi bhinari chinja; i spectrum. Mushandisi anogona kuvimba nemumiririri kuti aite mabasa akaderera-akasununguka asi achida kusimbiswa kwakazara kwezvisarudzo zvepamusoro. Iyo Autonomy Dial, chimiro chemvumo inofambira mberi, inobvumira vashandisi kuseta yavo yavanoda nhanho yekuzvimiririra mumiririri, zvichiita kuti vave vatori vechikamu vanoshingaira mukutsanangura hukama. Psychological UnderpinningKubvumira vashandisi kugadzirisa kuzvitonga kwemumiririri kunovapa nzvimbo yekutonga, zvichiita kuti vaenderane nemaitiro ehurongwa nekushivirira kwavo njodzi. ImplementationIzvi zvinogona kuitwa seyakapfava, yakajeka kugadzika mukati mekushandisa, zvine mutsindo pane imwe-basa-mhando. Uchishandisa taxonomy kubva kuchinyorwa chedu chekutanga, marongero anogona kunge ari:
Tarisa & SuggestNdinoda kuziviswa nezvemikana kana nyaya, asi mumiririri haambofa akapa zano. Ronga & ProposeMumiririri anogona kugadzira zvirongwa, asi ini ndinofanira kuongorora yega yega isati yaitwa. Ita neSimbisoPamabasa akajairwa, mumiriri anogona kugadzirira zviito, uye ini ndichapa yekupedzisira kuenda/kwete-kuenda simbiso. Act AutonomouslyPamabasa akafanotenderwa (semuenzaniso, kupokana mhosva dziri pasi pemadhora makumi mashanu), mumiriri anogona kuita akazvimirira uye kundizivisa mushure mechokwadi.
Mubatsiri weemail, semuenzaniso, anogona kuve neakasarudzika dial yekuronga misangano nekutumira maemail pachinzvimbo chemushandisi. Iyi granularity ndiyo yakakosha, sezvo inoratidza huchokwadi hwehumwe hwekuvimba kwemushandisi. Nguva Yekukoshesa Iyi Patani Rongedza izvi mumasisitimu umo mabasa anosiyana zvakanyanya munjodzi uye zvido zvemunhu (semuenzaniso, maturusi ekugadzirisa mari, mapuratifomu ekutaurirana). Izvo zvakakosha pakukwira, kubvumira vashandisi kuti vatange nekuzvimiririra kwakaderera uye kuwedzera sezvo kuvimba kwavo kuchikura. Ngozi yeKusiiwaPasina izvi, vashandisi vanosangana nekutadza kumwe chete vanosiya mumiririri zvachose pane kungofonera kudzoreredza mvumo. Metrics for Success:
Vimba DensityPercentage kuparara kwevashandisi pane imwe neimwe (e.g., 20% Suggest, 50% Confirm, 30% Auto). Kuisa ChurnNhamba yeKuseta Shanduko / Yese Yevashandisi Vanoshanda pamwedzi. High churn inoratidza kuvimbavolatility.
3. Chikonzero Chinotsanangurwa: Kupindura Nei? Mushure mokuita chiito, mudiwa akanaka anotsanangura kufunga kwavo. Iyi nzira ndiyo yekutaura pachena kunotevera chiito, kupindura Sei? isati yatombobvunzwa. "Ndakazviita nekuti wakandiudza kare kuti unoda X." Kana mumiririri aita, kunyanya achizvimiririra, mubvunzo uripo mundangariro dzemushandisi kazhinji ndewekuti, Sei zvakazviita izvozvo? Iyo Inotsanangurwa Rationale pateni inopindura mubvunzo uyu zvine hungwaru, ichipa chikonzero chipfupi chezvisarudzo zvemumiririri. Iyi haisi yehunyanzvi log faira. Muchinyorwa changu chekutanga cheiyi nhevedzano, takakurukura kushandura primitives system mumutauro wakatarisana nevashandisi kudzivirira hunyengeri. Iyi pateni ndiko kushandiswa kunoshanda kwemusimboti iwoyo. Iyo inoshandura iyo mbishi logic kuita tsananguro inoverengwa nevanhu yakavakirwa mumishandisirwo yaanotaura zvaanoda uye zvakafanoiswa. Psychological UnderpinningKana zviito zvemumiririri zvinotsanangurwa, vanonzwa zvine musoro kwete kungozvironga, zvichibatsira mushandisi kuvaka chaiyo yepfungwa modhi yemafungiro anoita mumiririri. Mafungiro Anoshanda:
Yakadzika muPrecedent Tsananguro dzakanakisa dzinobatanidza kudzokera kumutemo, zvaunofarira, kana chiitiko chekutanga. Yakareruka uye DirectAvoid yakaoma mamiriro ezvinhu. Shandisa iri nyore "Nekuti wati X, ndakaita Y" chimiro.
Tichidzokera kumuenzaniso wekufamba, mushure mekunge ndege yarongedzerwa yega, mushandisi anogona kuona izvi mune yavo yekuzivisa feed: Ndarekesazve ndege yako yakanzurwa.Ndege Itsva: Delta 789, yosimuka na2:30 PM.Sei ndatora danho iri:Ndege yako yepakutanga yakanzurwa nekambani.Wakatendera kare kubhurokazve kwendege dzezuva rimwe chete, dzisingambomire.[ Ona Rwendo Rutsva] [ Dzosa Chiito ichi ]
Chirevo chakajeka, chinodzivirirwa, uye chinosimbisa pfungwa yekuti mumiririri ari kushanda mukati memiganhu yakamiswa nemushandisi. Nguva Yekukoshesa Iyi Patani Itarise kune chero chiitiko chekuzvimiririra apo kufunga kusiri pachena kubva pane zviri kuitika, kunyanya kune zviito zvinoitika kumashure kana kukonzereswa nechiitiko chekunze (semuenzaniso wekudzima ndege). Ngozi yeKusiiwaPasina izvi, vashandisi vanodudzira zviito zvekuzvimiririra sezvimiro zvisina tsarukano kana 'bugs,' zvichivadzivirira kubva pakugadzira chimiro chepfungwa chaidzo. Metrics for Success:
Nei? Tikiti VhoriyamuNhamba yematikiti ekutsigira akaiswa "Agent Behavior - Haina Kujeka" pa1,000 vashandisi vanoshanda. Rationale ValidationPercentage yevashandisi vanoyera tsananguro se'Inobatsira' mumashure mekudyidzana microsurveys.
4. Chiratidzo cheKuvimba Iyi pateni ndeyemumiririri ari kuzviziva pahukama. Nekutaura chivimbo chayo pachayo, inobatsira mushandisi kusarudza nguva yekuvimba nekutonga kwayo uye nguva yekushandisa zvakanyanya kuongororwa. Kubatsira vashandisi kugadzirisa kuvimba kwavo, mumiriri anofanira kuburitsa chivimbo chake muzvirongwa nezviito zvake. Izvi zvinoita kuti mamiriro emukati emumiririri ave nyore uye anobatsira mushandisi kusarudza nguva yekunyatsoongorora sarudzo. Psychological UnderpinningSurfacing kusava nechokwadi kunobatsira kudzivirira otomatiki kusarura, kukurudzira vashandisi kuti vatarise zvirongwa zvekusavimbika kwakaderera pane kuzvigamuchira neupofu. Kuita:
Ruvimbo ChibodzwaChikamu chakareruka (semuenzaniso, Ruvimbo: 95%) chinogona kukurumidza, chinotarisika chiratidzo. Declaration yeScopeChirevo chakajeka chenzvimbo yeunyanzvi hwemumiririri (semuenzaniso, Chiyero: Kubhuka kwekufamba chete) chinobatsira kugadzirisa zvinotarisirwa nemushandisi uye kuvadzivirira kubvunza mumiririri kuti aite mabasa asina kugadzirwa. Visual CuesMucherechedzo wegirini unogona kuratidza kuvimba kwakanyanya, nepo mucherechedzo weyero wemubvunzo uchigona kuratidza kusagadzikana, zvichiita kuti mushandisi aongorore zvakanyanya.
Nguva Yekukoshesa Iyi PateniKutungamira kana mashandiro emumiririri anogona kusiyana zvakanyanya zvichienderana nemhando yedata rekuisa kana kusanzwisisika kwebasa. Inonyanya kukosha muhurongwa hwenyanzvi (semuenzaniso, rubatsiro rwekurapa, vabatsiri vekodhi) apo munhu anofanira kunyatsoongorora kubuda kweAI. Ngozi yeKusiiwaPasina izvi, vashandisi vanowira mukusarudzika kweotomatiki, kubvuma neupofu kuonesa kusavimbika, kana kushushikana kaviri-kutarisa basa rekusatya. Metrics for Success:
Calibration ScorePearson kuwirirana pakati peModel Confidence Score uye Mushandisi Wekugamuchira Mwero. Chinangwa> 0.8. Ongorora DeltaMusiyano pakati peavhareji yekudzokorora nguva yezvirongwa zvekusavimbika uye zvirongwa zvekuvimba zvakanyanya. Zvinotarisirwa kuva zvakanaka (semuenzaniso, +12 seconds).
5. The Action Audit & Undo: The Ultimate Safety Net Kuvimba kunoda kuziva kuti unogona kupora kubva mukukanganisa. The Undobasa ndiyo yekupedzisira hukama kuchengetedza mambure, ichivimbisa mushandisi kuti kunyangwe mumiririri akasanzwisisa, mhedzisiro haisi njodzi. Iyo imwe chete yakasimba nzira yekuvaka chivimbo chemushandisi kugona kudzoreredza chiito chemumiririri zviri nyore. Inoshingirira, iri nyore kuverenga yeAction Audit log, ine bhatani rakatanhamara Dzokorora pane zvese zvinogoneka kuita, ndiyo yekupedzisira mambure ekuchengetedza. Zvinoderedza zvakanyanya njodzi inofungidzirwa yekupa kuzvitonga. Psychological UnderpinningKuziva kuti chikanganiso chinogona kugadziriswa nyore nyore chinogadzira kuchengeteka mupfungwa, kukurudzira vashandisi kuti vagovere mabasa vasingatyi mhedzisiro isingadzoreki. Dhizaini Maitiro Akanakisisa:
Yenguva YekuonaChinyorwa chekutevedzana kwezviitiko zvese zvakatangwa nemumiririri ndiyo yakanyanya kujeka fomati. Bvisa Status IndicatorsRatidza kana chiitiko chakabudirira, chiri kuitika, kana kuti chakaregedzwa. Nguva-Yakaganhurirwa Kudzoserwa Kwezviito zvisingadzoreki mushure meimwe nguva (semuenzaniso, kubhuroka kusingadzoserwe), iyo UI inofanirwa kutaura zvakajeka panguva ino hwindo (semuenzaniso, Dzosa kuwanikwa kwemaminetsi gumi nemashanu). Uku kujeka pamusoro pezvipimo zvesisitimu kwakakosha sekugona kwekugadzirisa pachayo. Kuva akatendeseka kana chimwe chinhu chikava chechigarire kunovaka kuvimbana.
Nguva Yekukoshesa Iyi PataniIyi ndiyo yekutanga pateni inofanirwa kuitwa mune dzinenge dzese agency masisitimu. Izvo hazvigone kutaurirana kana uchiunza kuzvimiririra maficha kana kana mutengo wekukanganisa (wemari, wemagariro, kana ane hukama nedata) wakakwira. Ngozi yeKusiiwaPasina izvi, chikanganiso chimwe chinoparadza zvachose kuvimba, sezvo vashandisi vanoona kuti havana mambure ekuchengetedza. Metrics for Success:
Reversion RateUndone Actions / Zvose Zviito Zvakaitwa. Kana iyo Reversion Rate> 5% yerimwe basa, dzima otomatiki kune iro basa. Safe Net ConversionPercentage yevashandisi vanokwidziridza kuita Autonomously mukati memazuva manomwe ekubudirira kushandisa Kudzosa.
6. Iyo Escalation Pathway: Kubata Kusavimbika Nenyasha Mudiwa akangwara anoziva nguva yekukumbira rubatsiro pane kufungidzira. Iyi pateni inobvumira mumiririri kubata kusajeka zvine nyasha nekukwira kumushandisi, kuratidza kuzvininipisa kunovaka, pane kukanganisa, kuvimba. Kunyangwe mumiririri wepamusoro achasangana nemamiriro ezvinhu apo asina chokwadi nezvechinangwa chemushandisi kana nzira yakanaka yekuita. Mabatiro aanoita izvi kusava nechokwadi inguva inotsanangura. Mumiririri akagadzirwa zvakanaka haafungidzire; kunowedzera. Psychological UnderpinningKana mumiririri akabvuma miganhu yake pane kufungidzira, inovaka kuvimba nekuremekedza masimba emushandisi mumamiriro ezvinhu asina kujeka. Escalation Pateni dzinosanganisira:
Kukumbira Kujekeswa“Wataura ‘Chipiri chinotevera.’ Unoreva September 30 kana kuti October 7 here?” Tichipa Sarudzo "Ndawana ndege nhatu dzinoenderana nezvaunoda. Ndeipi inotaridzika zvakanyanya kwauri?" Kukumbira Kupindira KwevanhuKumabasa epamusoro-soro kana mabasa asina kunyatsojeka, mumiririri anofanira kunge ane nzira yakajeka yekuvhara munyanzvi yevanhu kana mubatsiri wekutsigira. Kurumidziro inogona kunge iri: "Chiitiko ichi chinoita sechisina kujairika, uye handina chokwadi chekuti ndozvifambisa sei. Ungada here kuti ndiratidze izvi kuti mumiririri wevanhu aongorore?"
Nguva Yekukoshesa Iyi PateniKutungamira mumadomasi umo chinangwa chemushandisi chinogona kusanzwisisika kana kutsamira zvakanyanya (semuenzaniso, kupindirana kwemutauro wechisikigo, mibvunzo yakaoma yedata). Shandisa izvi pese kana mumiririri achishanda neruzivo rusina kukwana kana kana nzira dzakawanda dzakarurama dziripo. Ngozi yeKusiiwaPasina izvi, mumiririri anozopedzisira aita fungidziro ine chivimbo, ine njodzi iyo inobvisa mushandisi. Metrics for Success:
Escalation FrequencyAgent Zvikumbiro zveRubatsiro / Yese Mabasa. Hutano huwandu: 5-15%. Kudzorera Kubudirira RateTasks Yakapedzwa Post-Escalation / Total Escalations. Target> 90%.
Muenzaniso Best For Primary Risk Key Metric Intent Preview Zviito zvisingadzoreki kana zvemari Mushandisi anonzwa kubatirwa > 85% Kugamuchirwa Mwero Autonomy Dial Mabasa ane njodzi dzakasiyana siyana Total ficha kusiya Kugadzirisa Churn Chikonzero Chinotsanangurwa Kumashure kana kuzvimirira mabasa Mushandisi anoona tsikidzi “Sei?” Vhoriyamu yetikiti Ruvimbo Chiratidzo Nyanzvi kana yepamusoro-stakes masisitimu Automation kusarura Kuongorora Delta Action Audit & Dzokorora Yese maajenti masisitimu Kurasikirwa zvachose kwekuvimba <5%Reversion Rate Escalation Pathway Ambiguous mushandisi chinangwa Kuvimbika, fungidziro dzine njodzi > 90% Kudzorera Kubudirira
Tafura 1: Pfupiso yeAgentic AI UX mapatani. Rangarira kugadzirisa metrics zvichienderana neyako chaiyo domain njodzi uye zvaunoda. Kugadzira Kugadzirisa uye Kugadzirisa Uku kudzidza kukumbira ruregerero zvinobudirira. Kukumbira ruregerero kwakanaka kunobvuma kukanganisa, kunogadzirisa kukanganisa, uye kuvimbisa kudzidza kubva pachiri. Zvikanganiso hazvigoneki; zvinhu zvisingadzivisiki. Kubudirira kwenguva refu kweagentic system kunoenderana zvishoma nekugona kwayo kuve yakakwana uye zvakanyanya pakugona kwayo kupora zvine nyasha kana yakundikana. Chimiro chakasimba chekugadzirisa uye kugadzirisa chinhu chakakosha, kwete chekuzofunga. Empathic Kukumbira ruregerero uye Kugadzirisa Kwakajeka Kana mumiririri akakanganisa, meseji yekukanganisa ndeye ruregerero. Inofanira kugadzirwa nemazvo epfungwa. Iyi nguva inguva yakakosha yekuratidza kuzvidavirira. Kubva pane sevhisi dhizaini maonero, apa ndipo apo makambani anogona kushandisa iyo sevhisi kudzoreredza gangaidzo: chiitiko apo mutengi anosangana nekutadza kwesevhisi, achiteverwa nekubudirira uye netsitsi kupora, anogona chaizvo kuve akavimbika kupfuura mutengi asina kumbosangana nekutadza zvachose. Chikanganiso chakabatwa zvakanaka chinogona kuva chiitiko chakasimba chekuvaka kuvimba kupfuura nhoroondo refu yekuurayiwa zvisina mhosva. Chinokosha ndechekutora kukanganisa sekuparara kwehukama kunoda kugadziriswa. Izvi zvinosanganisira:
Bvuma MhoshoImeseji inofanira kutaura zvakajeka uye zviri nyore kuti mhosho yaitwa.Muenzaniso: Ndakatamisa mari zvisizvo. Taura Kururamiswa Kwepakarepo Wobva wateedzera chiito chekugadzirisa.Muenzaniso: Ndadzora chiito, uye mari yadzoserwa kuakaundi yako. Ipa Nzira Yerumwe RubatsiroGara uchipa chinongedzo chakajeka kune rutsigiro rwevanhu. Izvi zvinoderedza kushushikana uye zvinoratidza kuti pane hurongwa hwekuzvidavirira kupfuura mumiririri pachayo.
Yakagadzirwa zvakanaka kugadzirisa UI inogona kutaridzika seizvi: Takanganisa pakuchinjisa kwawakaita.Ndinokumbira ruregerero. Ndaendesa $250 kuakaundi isiriyo.✔ Kururamisa Chiito: Kutamisa kwadzoswa, uye $250 yako yadzoserwa.✔ Matanho Anotevera: Chiitiko chamaka kuti chiongororwe mukati kuti chirege kuitika zvakare. Unoda rumwe rubatsiro? [Bata Rutsigiro]
Kuvaka Injini Yekutonga yeSafe Innovation Magadzirirwo emagadzirirwo anotsanangurwa pamusoro apa ndeaya anotarisana nemushandisi, asi haagone kushanda nemazvo pasina yakasimba yemukati yekutsigira chimiro. Izvi hazvisi zvekugadzira zvipingamupinyi zvehurumende; ndezvekuvaka hunyanzvi hwekuita. Sangano rine hutongi hwehutongi hunogona kutumira mamwe maajenti ane chishuwo nekumhanya kukuru uye nekuvimba, ichiziva kuti zvigadziriso zvinodikanwa zviri panzvimbo yekudzikisa njodzi yemhando. Iyi injini yekutonga inoshandura kuchengeteka kubva pane chekuongorora kuita chinhu chinokwikwidza. Injini iyi inofanirwa kushanda sesangano rekutonga riri pamutemo, Agentic AI Ethics Council, inosanganisira mubatanidzwa weUX, Chigadzirwa, uye Injiniya, nerutsigiro rwakakosha kubva kuMutemo, Kuteerera, uye Tsigiro. Mumasangano madiki, aya 'Kanzuru' mabasa anowanzo kudonha kuita matatu matatu eChigadzirwa, Injiniya, uye Dhizaini inotungamira. Rondedzero yeKutonga
Zvemutemo/KutevedzaChikwata ichi ndicho mutsara wekutanga wedziviriro, uchivimbisa zviito zvemumiririri zvinogara mukati memitemo uye yemutemo. Ivo vanobatsira kutsanangura iyo yakaoma-yekuenda-nzvimbo dzekuzvimiririra kuita. ProductManeja wechigadzirwa ndiye mutariri wechinangwa chemumiririri. Vanotsanangura nekutarisa miganhu yayo yekushanda kuburikidza negwara rekuzvimiririra iro rinonyora izvo mumiririri ari uye asingatenderwe kuita. Ivo varidzi veAgent Risk Register. UX TsvagiridzoIri timu izwi remushandisi kuvimba uye kunetseka. Ivo vane basa rekudzokororwa kwekuita zvidzidzo zvekutendwa kwekutendeseka, bvunzo dzekusazvibata, uye kubvunzurudza kwemhando yepamusoro kuti vanzwisise maitiro emushandisi ari kubuda mupfungwa yemumiririri. EngineeringChikwata ichi chinovaka tekinoroji pasi pekuvimba. Ivo vanofanirwa kugadzira sisitimu yekutema matanda kwakasimba, tinya-kamwe undo mashandiro, uye hoko dzinodiwa kuburitsa zvakajeka, zvinotsanangurwa zvikonzero. Tsigira Zvikwata izvi zviri kumberi kwekukundikana. Vanofanira kudzidziswa uye vakashongedzerwa kubata zviitiko zvinokonzerwa nekukanganisa kwevamiririri, uye vanofanirwa kuve nemhinduro yakananga kuEthics Council kuti vataure nezvemapatani ekutadza kwenyika.
Ichi chimiro chekutonga chinofanira kuchengetedza aseti yemagwaro ekurarama, anosanganisira Agent Risk Rejista iyo inozivisa nenzira kwayo nzira dzekutadza, Action Audit Logs inogara ichiongororwa, uye iyo yakarongwa yeAutonomy Policy Documentation. Kwekutangira: Maitiro Akaganhurwa eVatungamiriri vechigadzirwa Kune mamaneja echigadzirwa nevatungamiriri, kubatanidza agent AI inogona kunzwa senge basa rakakura. Chinokosha ndechekusvika pairi kwete sekutanga kumwe chete, asi serwendo rwakadzika rwekuvaka zvese kugona kwehunyanzvi uye kuvimba nemushandisi zvakafanana. Iyi mepu yemugwagwa inobvumira sangano rako kudzidza uye kugadzirisa, kuve nechokwadi chega chega chakavakirwa pahwaro hwakasimba. Chikamu chekutanga: Chengetedzo Yekutanga (Rayirira uye Rongedza) Chinangwa chekutanga ndechekuvaka dombo rekuvimba pasina kutora njodzi dzakakura dzekuzvimiririra. Muchikamu chino, simba remumiririri rinogumira pakuongorora uye mazano.
Shandisa dombo-solid Chinangwa Preview: Iyi ndiyo yako yakakosha yekudyidzana modhi. Ita kuti vashandisi vagadzikane nepfungwa yemumiririri anogadzira zvirongwa, uku uchichengeta mushandisi mukutonga kuzere kwekuuraya. Vaka iyo Yekuita Odhita & Dzosa zvivakwa: Kunyangwe kana mumiriri asiri kuita akazvimirira parizvino, gadzira tekinoroji scaffolding yekutema matanda uye kudzosera kumashure. Izvi zvinogadzirira sisitimu yako yeramangwana uye inovaka mushandisi chivimbo chekuti mambure ekuchengetedza aripo.
Chikamu chechipiri: Calibrated Autonomy (Ita neSimbiso) Kana vashandisi vachinge vagadzikana nezvikumbiro zvemumiririri, unogona kutanga kuunza yakaderera-njodzi kuzvitonga. Iyi nhanho ndeyekudzidzisa vashandisi kuti mumiririri anofunga sei uye kuvarega vachizvimisira nhanho yavo.
Sungisa iyo Autonomy Dial ine mashoma marongero: Tanga nekubvumira vashandisi kupa mumiririri simba rekuita neSimbiso. Shandisa Chirevo Chinotsanangurwa: Pachiito chega chega chinogadzirirwa nemumiririri, ipa tsananguro yakajeka. Izvi zvinodzikisira pfungwa dzemumiririri uye zvinosimbisa kuti iri kushanda zvichienderana nezvinodiwa nemushandisi.
Chikamu chechitatu: Proactive Delegation (Ita wega) Iri ndiro danho rekupedzisira, rinotorwa chete mushure mekunge uine data rakajeka kubva kumatanho apfuura anoratidza kuti vashandisi vanovimba nehurongwa.
Gonesa Act Autonomously kune chaiwo, ekare-akatenderwa mabasa: Shandisa iyo data kubva kuChikamu 2 (semuenzaniso, yakakwirira Proceed rates, yakaderera Kudzosa mitengo) kuti uone yekutanga seti yepasi-njodzi mabasa anogona kuve akazara otomatiki. Monitor uye Iterate: Kutangwa kweanozvimiririra maficha hausi iwo magumo, asi kutanga kwekutenderera kutenderera kwekutarisa kuita, kuunganidza mhinduro yemushandisi, uye kunatsa chiyero chemumiririri uye maitiro zvichienderana nedata renyika chaiyo.
Dhizaina Seyo Yekupedzisira Kuchengetedzeka Lever Kubuda kweagetic AI inomiririra muganhu mutsva mukudyidzana kwevanhu-kombuta. Inovimbisa ramangwana apo tekinoroji inogona kudzikamisa mitoro yedu nekugadzirisa hupenyu hwedu. Asi simba iri rinouya nemutoro wakadzama. Kuzvimiririra ndiko kuburitsa kwehunyanzvi sisitimu, asi kuvimbika ndiko kubuda kwemaitiro ekugadzira. Dambudziko redu ndere kuona kuti ruzivo rwemushandisi hausi kukuvara kwehunyanzvi hwekuita asi mubatsiri wake wekutanga. Sevashandi veUX, mamaneja ezvigadzirwa, uye vatungamiriri, basa redu nderekuita sevatariri vekuvimba ikoko. Nekushandisa akajeka dhizaini mapatani ekutonga nemvumo, kugadzira nzira dzine kufunga dzekugadzirisa, uye kuvaka hurongwa hwehutongi hwakasimba, isu tinogadzira akakosha ekuchengetedza ekuchengetedza anoita kuti agent AI ishande. Hatisi kungogadzira nzvimbo dzekuonana; tiri kugadzira hukama. Ramangwana rekushandisa kweAI uye kugamuchirwa kunoenderana nekugona kwedu kugadzira masisitimu aya akaomarara nehuchenjeri, kufanoona, uye neruremekedzo rwakadzika rwechiremera chekupedzisira chemushandisi.
