Muri Mutarama, nihaye ikibazo cyo gukora ubucuruzi bwuzuye bwa AI mu mpera za 2025.Ni   , natekereje. Tuvugishije ukuri? Byarababaje. ubuhe buryo bwiza bwo kuzamuka vuba na AI  Muri Kanama 2025, mfite 'abakozi' 2 bashobora gutegereza, kubaka, no gukoresha ububiko bwurubuga muminota 30 hamwe nabantu 3 babisabye.  Mperuka, nubwo, nagize ibyiyumvo byo kurohama byibasiye crescendo ibaho.  Uburyo Byatangiye  Muri Mutarama, Nishimiye cyane kugerageza gukoresha AI ibikoresho, gukora  no kwitegura guhangana n'iki kibazo.    , gusubiramo ibikoresho  Nari nzi inzira zanjye hafi ya AI API nini kandi nari nanditse kode nyinshi zo gukoresha. Nari nizeye ko urwego rwa 'AI agent' ruzakura neza - Nizeraga impuha.  Iri ryari ihishurwa rya mbere:   'AI' biratangaje kandi byuzuye.  Kugenzura Ukuri: Gariyamoshi ya AI  Hano hari amajwi menshi asakuza ati 'AI, shaka AI hano' ubungubu, biragoye kumva wowe ubwawe utekereza.  Kuri buri gikoresho cya AI ndagerageza, nukuri, nibyiza rwose, 4 cyangwa 5 cyangwa 10 bigwa munsi yikimenyetso. Benshi ntibanakora.   Ibi bigomba kumva nko kwihangira imirimo ya zahabu, ariko rimwe na rimwe, nibaza niba bisa nkimikino ya squid.  Uburyo Bigenda: Inzozi na Tape Tape   Avg ububiko bwubaka igihe: iminota 27-36; gukoraho abantu: 3; igipimo cyo gutsindwa kurutonde rwambere: ~ 40%  Natangiriye ku buryo bworoshye bwubucuruzi, nasanze bitagomba kuba bigoye guhita hamwe na AI: Ubuyobozi bwurubuga. Natekereje ko niba ububiko budakora, nshobora kongera gukoresha byinshi mubyo nize kandi nkabishyira mubikorwa mubindi bigo byose biri kurubuga.        Ubutaka bwa SEO munsi yanjye numva bishushanyije. Gusa natangiye akazi kubijyanye no kwamamaza.  Ariko turi muri Kanama .  Ndibwira nti: '   ' kandi wibuke ko nabikoze cyane kugirango nige, kandi dusangire, nko gukora ububiko bwa AI bumeze neza. wafashe iyi ngorane yumusazi  Ariko gukomeza iyo ngorane yumusazi biragoye rimwe na rimwe.  Ibikorwa byanjye bibiri byambere. Bashobora gutegereza icyuho bakoresheje ijambo ryibanze ryubushakashatsi, barashobora kwandikisha indangarubuga, guhindura izina seriveri, kubyara ibirango, palette yamabara, kandi mubyukuri bakubaka urubuga rworoshye.   Ibyo byose byumvikana neza, kandi ndakeka mubyukuri aribyo.  Ariko sibyo   . umva nka AI  Mubyukuri, nubwo nkoresha AI (LLMs) mugihe cyose, mubyukuri, ibi nibikorwa byikora na micro-agent. Baracyasoma nk "agatsiko k'ibitekerezo byashyizwe hamwe bifatanyiriza hamwe, bikoresha buri gihe LLM kugirango yuzuze ubusa."   Mugitangira iki kibazo, narose mubyukuri abakozi ba AI bigenga; yo kwibanda kuri filozofiya yimbitse yubucuruzi. Guteranya hamwe ibikoresho bigezweho kandi buhoro buhoro byerekana imbaraga zanyuma.  Ntabwo ari aho bigeze.  Kwihangira imirimo ya AI: Amahirwe vs Kutamenya neza  Kugeza ubu, bits hamwe nibice bya puzzle akazi:    Moderi nshya irashoboka rwose. Ibi bivuze ko dushobora vibecode ibikoresho byimbere numutungo muto wo kwamamaza. LLM ziragenda neza buri gihe.    Turashobora gutangiza ibikorwa byinshi byubucuruzi no kuzamura ops hamwe na LLMs. Ihuriro ryikora riragenda rikomera.    -  . Abakozi ba AI bari hafi yo kuba 'nyabo'   AI 2027  Nka ba rwiyemezamirimo ba software, turashobora kubaka ibikoresho byihuse kuruta mbere hose. Iyi power-up irashobora kugera kubantu bose bafite net net hamwe namafaranga ahagije yo kwishyura (ugereranije bihendutse).   … Ariko ntabwo aribyiza.   : Hano haribibazo bidakemuka hamwe no kwihangira imirimo muri 2025    , ariko kimwe, niba dushora   , dushobora gutakaza umwanya numutungo nkibikoresho bishya bituma akazi kacu karengerwa. Niba tudashora imari muri AI, dushobora guhura ninyuma muburyo butari bwo    n'amajwi menshi, biragenda 10x bigoye kumenya aho / ibyo gusoma. Mugihe LLM igenda itera imbere mukwemeza, hazaba imitego myinshi numutego kugirango wirinde hagati yimpuha nimyanya yiterambere. Twazengurutse imvura yamakuru ya AI buri munsi;    - ariko ntibiragera - kandi kubera ko ntamuntu numwe uzi igihe bizagenda bihinduka kugeza aho bihindura ubucuruzi bukabije, gushidikanya biriganje.  Abakozi ba AI bari hafi yo kuba 'nyabo'  Ese ibi bisubirwamo muburyo bwo gushidikanya kwa ba rwiyemezamirimo bashidikanya cyangwa guhangayika? Biragoye kutabaza ibyo twubaka muribi byose. Nsanze nibaza:  Ni he ba rwiyemezamirimo ba software bongerera agaciro isi ya AI-dev?   Ni hehe twakagombye gukoresha delta v muriyi mvururu?  Kuri ubu, nta gisubizo gisobanutse.  Hindura Turacyari kare  Ntabwo naretse inzozi zanjye, ariko kugenda ni byiza.  Nkuko ushobora kubivuga uhereye kuri AI amakuru ya karnivali, ibintu biratera imbere byihuse. Buhoro buhoro, ngira ngo tuzagerayo.  Ariko ndashimangira ko ntanumwe muri twe ushobora gushushanya mubyukuri 'ngaho'. Ni ejo hazaza hagoye guhanura.   Imipaka izagwa he? Ese super agent izaringaniza ikibuga? Kwamamaza bihinduka imbaraga zo kubara-imbaraga za AI zirwanira gukora algorithms nziza kandi nziza kugirango ubone ibitekerezo?  Umunsi mubuzima bwa rwiyemezamirimo usa ute muri 2026?  Nubwo ndi hafi yimbere yuyu muhengeri, ndarwana no kureba uko ibi byose bigenda.  Nateye imbere kuriyi mbogamizi, ariko sinshobora kubura kumva ko nkeneye   . kurushaho gukomera  Kurikiza Inyubako  Niba ushaka gusoma AI buri cyumweru kubaka ibiti, ibisobanuro byikora, hamwe no kuva amaraso mubushakashatsi bwubucuruzi bwa AI, kurikiza nkuko ngerageza gukora ubucuruzi bwa AI bwumva rwose nka AI:   . iyandikishe hano

The is an opinion piece based on the author’s POV and does not necessarily reflect the views of HackerNoon.

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