Kudzoka munaJanuary, ndakazvipa dambudziko rekuita bhizinesi rakakwana reAI-automated pakupera kwa 2025.   , ndakafunga. Kutaura chokwadi? Zvanga zvichirwadza. Ndeipi nzira iri nani yekusimuka nekukurumidza neAI  Pakazosvika Nyamavhuvhu 2025, ndine 2 'maagents' anogona kutarisira, kuvaka, & kuendesa madhairekitori ewebhu mumaminitsi makumi matatu nemvumo ye3 inobvunza.  Nguva pfupi yadarika, zvakadaro, ndave nekunzwa uku kunyura kwakabata an existential crescendo.  Zvakatanga Sei  Muna Ndira, ndakatanga kuyedza AI tooling kunze, ndichiita  uye kugadzirira kukunda dambudziko iri.    , ongororo yekushandisa  Ini ndaiziva nzira yangu yekutenderedza hombe AI APIs kare uye ndakanga ndanyora yakawanda otomatiki kodhi. Ini ndaitarisira kuti 'AI mumiriri' masisitimu achave akakura zvakanaka - ndakatenda hype.  Ichi chaive chizaruro chekutanga.   'AI' inoshamisa uye isina hype.  Chokwadi Chekutarisa: Iyo AI Hype Chitima  Kune manzwi akawanda kudaidzira 'AI, tora AI yako pano' izvozvi, zvakaoma kuzvinzwa iwe pachako ufunge.  Kune yega yega AI chishandiso chandinoyedza, icho chiri chaizvo, chakanaka chaizvo, 4 kana 5 kana 10 inowira pasi pechiratidzo. Vazhinji havatomboshandi.   Izvi zvinofanirwa kunzwa senge bhizinesi rekutsvaga goridhe, asi dzimwe nguva, ndinoshamisika kana zvakanyanya seSquid Mitambo.  Zvirikufamba sei: Zviroto uye Duct Tape   Avg directory nguva yekuvaka: 27-36 mins; kubata kwevanhu: 3; chiyero chekukundikana pane yekutanga zvinyorwa: ~ 40%  Ini ndakatanga neyakapfava bhizinesi modhi, yandakafunga kuti haifanirwe kuve yakaoma kudaro kuita otomatiki neAI: Webhu madhairekitori. Ndakafunga kuti kana madhairekitori akasashanda, ndaigona kushandisa zvakare zvakawanda zvandinodzidza uye kuzviisa kune chero imwe kambani inotungamirwa newebhu.        Iyo SEO pasi pasi pangu inonzwa sketchy. Ndichangotanga basa rekutengesa otomatiki.  Asi tatova muna August .  Ndinozviudza kuti, '   ' uye rangarira kuti ndakazviita zvakanyanya kuti ndidzidze, uye nekugovana, sekugadzira inotumbuka madhairekitori eAI. wakatora dambudziko iri rekupenga  Asi kutsigira iro dambudziko rekupenga kwakaoma dzimwe nguva.  Vangu vaviri vekutanga "vamiririri" vanoshanda. Vanogona kutarisira niche kuburikidza nekutsvaga kwemazwi makuru, vanogona kunyoresa domain, kushandura mazita maseva, kugadzira logos, pendi yemavara, uye chaizvoizvo kuvaka inodarika dhairekitori saiti.   Izvo zvese zvinonzwika zvakanaka, uye ndinofungidzira mumusimboti ndizvo.  Asi hazviiti   . kunzwa seAI  Muchokwadi, kunyangwe ndiri kushandisa AI (LLMs) kwese, muchokwadi, aya maotomatiki ekufambisa uye ma micro-agent. Vanoramba vachiverenga se "boka rezvivakwa zvakasungirirwa pamwe chete, izvo zvinogara zvichishandisa LLM kuzadza zvisina chinhu."   Pakutanga kwedambudziko iri, ndakarota nezvevamiriri veAI vanozvimiririra; yekutarisa pahuzivi hwakadzama hwebhizinesi. Kubatanidza zvishandiso zvemazuva ano uye zvishoma nezvishoma kukudza kukurudzira kwesimba rekupedzisira.  Hapana pachiri.  AI Entrepreneurship: Mukana vs Kusava nechokwadi  Parizvino, zvimedu uye zvidimbu zvepuzzle zvinoshanda:    Mamodheru matsva anogona kunyatsogona. Izvi zvinoreva kuti tinogona vibecode zvemukati maturusi uye zvidiki zvekutengesa zvinhu. MaLLM ari kuita nani nguva dzese.    Isu tinokwanisa otomatiki akawanda mabhizinesi maitiro uye kuwedzera ops neLLMs. Automation mapuratifomu ari kuwedzera kusimba.    -  (scenario forecast by Kokotajlo et al.) inoramba ichirira chokwadi pakuti vamiririri parizvino 'havavimbike', asi isu tinogona kutovashandisa kuita mabasa ari nyore. AI Agents ari padanho rekuve 'chaiye'   AI 2027  Sevashandi vesoftware, tinogona kuvaka zvishandiso nekukurumidza kupfuura nakare kose. Iri simba-kumusoro rinonyanya kuwanikwa kune wese munhu ane mambure ekubatanidza uye mari inokwana kubhadhara kune (zvakachipa) yekuwana.   …asi hazvisi zvese zvakanaka.   : Pane nyaya dzisingagadziriswe nebhizimusi muna 2025    , asi zvakaenzana, kana tikadyara   , tinoisa panjodzi yekuparadza nguva yakakosha nezviwanikwa sezvo zvishandiso zvitsva zvinoita kuti basa redu risashande. Kana tikasadyara mari muAI, tinotadza kusara kumashure zvisizvo    nemanzwi akawanda, zviri kuwedzera ka10x kuziva kuti ndekupi/chii chekuverenga. Sezvo maLLM ari nani pakunyengetedza, kuchave nemiteyo yakawanda uye misungo yekudzivirira pakati pehupombi uye kufambira mberi. Isu tinofamba nemumonsoon yeAI nhau zuva rega rega;    - asi havasati - uye nekuti hapana anonyatsoziva paachashanduka kusvika pakuchinja zvakanyanya bhizinesi, kusagadzikana kunovapo.  MaAI Agents ari padanho rekuve 'chaiye'  Iko kudzokorora kurova uku mune yangu subconscious vatengesi' kusahadzika kana kufunga zvine musoro? Zvakaoma kusabvunza zvatiri kuvaka pakati peizvi zvese. Ndinozviona ndabvunza:  Ndekupi mabhizinesi esoftware anowedzera kukosha munyika yeAI-dev?   Tinofanira kupedza kupi delta v pakati pemhirizhonga yakadai?  Parizvino, hapana mhinduro yakajeka.  Zvinoratidza kuti Tichiri Kurumidza  Handina kukanda mapfumo pasi pamusoro pehope dzangu, asi kuchovha kwacho kwakanyanyisa.  Sezvaunogona kutaura kubva kune frothy AI nhau carnival, zvinhu zviri kukura nekukurumidza. Zvishoma nezvishoma, ndinofunga tichasvikako.  Asi ndinotsigira kuti hapana mumwe wedu anogona kunyatsofungidzira kuti 'kune' kuchaita sei. Inguva yemberi yakaoma kufanotaura.   Miganhu ichawira kupi? Masuper agents achayera nhandare here? Kushambadzira kunove iko komputa simba-kurwira seAIs kurwa kuita zvirinani uye zvirinani algorithms kuchengetedza kutarisa?  Zuva muhupenyu hwemuzvinabhizimusi rinotaridzika sei muna 2026?  Kunyangwe ndiri pedyo nekumberi kweiyi wave, ndinonetsekana kuti ndione kuti zvese izvi zvinofamba sei.  Ndakaita fambiro mberi nedambudziko iri, asi handigoni kuita asi kunzwa kuti ndinofanira   . kuwedzera kunyanyisa  Tevera Kuvaka  Kana iwe uchida kuverenga AI vhiki nevhiki kuvaka matanda, otomatiki tsananguro, uye kubuda ropa mupendero AI bhizinesi kuyedza, tevera pamwe pandinenge ndichiedza kugadzira bhizinesi reAI rinonyatsonzwa seAI:   . nyoresa pano

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