Kumenya ibijyanye na AI ntibihagije. Dore Uburyo bwo Kubikoresha Mubyukuri.

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Birashoboka ko wafunguye ChatGPT inshuro nke, ukabona ibisubizo bya subpar, hanyuma ukomeza. Birashoboka ko wicaye mumahugurwa ya AI cyangwa abiri hanyuma ukibwira uti: "Cool, ariko mubyukuri ibi bikurikizwa gute kumurimo wanjye?" Cyangwa birashoboka ko washyize akamenyetso ku bikoresho icumi bya AI wabonye bisabwa kuri LinkedIn kandi ntugerageze kimwe. Nturi wenyine. Icyo cyuho cyo kumenya AI no gukoresha AI niho benshi muri twe turi ubu. Kandi ntabwo bifasha ko abantu bose bakubwira ngo uyikoreshe. Ndabizi kuko iki ni akazi kanjye rwose: Nyobora itsinda ryandika kuri Blog ya HubSpot, kandi igice kinini cyakazi kanjye kibafasha hamwe na AI. Ntabwo ari muburyo budasobanutse, butera imbaraga, ariko hano haruburyo bwo gukora akazi kawe neza. Icyo nize nuko ikibazo kitigera na rimwe motifike. Abantu bashaka kwiga. Ni uko amakuru yerekeye AI ari hose, ariko ubushobozi nyabwo - mubyukuri bihindura uko ukora - biratangaje. Nibyo iyi nyandiko ivuga. Muri iki gitabo, nzabagezaho uburyo bufatika bwo kwinjiza AI mubikorwa byawe muburyo butezimbere ubuhanga bwawe, ingaruka, nakazi kawe. Imbonerahamwe Impamvu Kuba AI-Ifasha bifasha umwuga wawe Kuki AI bigoye kubyakira? Ubushobozi bwa AI busa bute? Uburyo Amakipe ashobora kuva mubigeragezo bya AI akajya mubikorwa Aho Futurepedia ihuye nubushobozi bwa AI Impamvu Kuba AI-Ifasha bifasha umwuga wawe Reka duhere ku kuba inyangamugayo. "AI ifasha akazi kawe" iri hafi yubusa muri 2026. Turabizi ko ishobora gutuma turushaho gutanga umusaruro, none ubu niki? Dore ubushishozi bwiza: Hariho intera yagutse hagati yabantu bakoresha AI nabantu bayikoresha neza. Akarusho kazajya kubantu bagiye kure, bubatse AI mubikorwa byabo, babikoresha kugirango batange akazi keza neza, kandi ninde ushobora kwerekana izo ngaruka. Reka dusuzume neza impamvu iyi ari: Kuzamurwa mu ntera biva mu bisohoka, ntabwo ari imbaraga. "Nashyizemo imbaraga nyinshi, bityo nkwiye guhembwa" biragoye cyane gutongana muriyi minsi. Ibyo biterwa nuko abahanga bashoboye AI bakunda gutanga umusaruro ningaruka nyinshi kubatabikora. Nkoresheje AI, ndashaka kuvuga umuntu uhora akoresha AI mumirimo yabo ya buri munsi kugirango yongere umusaruro ningaruka. Muri 2026, inganda nyinshi zahindutse "igihe cyibikorwa" bya AI. Icyiciro cyibigeragezo (ad-hoc kubaza, gukoresha igikoresho kimwe) birarangiye. Ibiteganijwe ubu byahujwe, ikoreshwa rirambye. Fata ibicuruzwa byintangarugero nkurugero: Amatsinda mato, yibanda kubikorwa arashobora gukoresha AI nkigwiza imbaraga, ikuramo ibintu bisanzwe byumusaruro kugirango abanditsi babantu bashobore kwibanda kubitekerezo byerekana, ijwi ryirango, nukuri. Raporo ya Leta ya Marketing yo mu 2026 ya HubSpot ivuga ko 67% by'amakipe yo kwamamaza avuga ko AI ibakiza amasaha 10 cyangwa arenga mu cyumweru, naho 71% bakavuga ko AI ibafasha gukora ibintu byinshi ku buryo bugaragara. Kubera ko AI ishobora gukora byinshi mubikorwa bya mundane umunsi ku munsi byinshingano, itakaza umwanya kumurimo wo murwego rwohejuru: ibitekerezo byubaka, gukemura ibibazo bihanga, gukemura ibibazo, kuyobora ibikorwa, no gutegura igihe kirekire. Gushyira mu bikorwa imirimo y'ibanze biragenda bidafite agaciro. Kandi iyo udacishijwe bugufi nayo, abayobozi baguha akazi katoroshye kandi kagaragara. Gukoresha AI birahinduka shingiro rishya. Igisekuru gishize, kumenya gukoresha Excel byari bitandukanye. Hanyuma, ihinduka ijambo. Ihinduka rimwe ririmo hamwe na AI kurubu, bivuze ko idirishya ryo kujya imbere rifunga. Kuri ubu, ubumenyi bwa AI buracyashimishije. Niba ubwira umuyobozi wawe wakoresheje AI kugirango ugabanye inzira mo kabiri, cyangwa wubatse ikibazo gikiza ikipe yawe amasaha atatu mucyumweru, bikamenyekana (byinshi kuri ibi nyuma). Ariko, ikigutera kumenyekana kubuyobozi bwawe uyumunsi kizumvikana cyane nka "Nakoze macro nshya muri Excel" umwaka umwe cyangwa ibiri uhereye ubu. Ingirakamaro, ariko ntigaragara. Iyo ubumenyi bwa AI buhindutse ishingiro, inyungu ijya kubantu bagezeyo hakiri kare bakayubaka mugihe abandi bose bari bagishakisha aho bahera. Ushobora no kuvuga ko aribyo shingiro: Ubushakashatsi bwa HubSpot bwerekanye ko 83% byabacuruzi bavuga ko biteganijwe ko bazatanga umusaruro kuruta mbere hose kubera AI. Kandi dore icyangombwa cyane kumurimo wawe: AI ntizagusimbuza. Ariko umuntu uyikoresha birashoboka. Ntabwo robot imwe ya hypothettike cyangwa umuyaga utagira isura. Umuntu mu nganda zawe, kurwego rwawe, wahisemo kubifata neza mbere yuko ubikora. Abayobozi bamenye abakoresha AI (ninde udakoresha). 2026 Amakuru ya Gallup yerekanako 69% byabayobozi na 55% byabayobozi bakoresha AI byibuze inshuro nke mumwaka, ugereranije na 40% gusa ya IC. Umuyobozi wawe birashoboka ko akoresha AI kukurusha, bityo bakumva neza ibishoboka kandi niba ukomeza. Simvuze ko shobuja abitse amanota y'ibanga uwabaza Claude cyane. Ariko iyo abantu babiri kumurwi umwe batanze akazi gasa, kandi umwe muribo ahora abikora byihuse kandi neza kuko binjije AI mubikorwa byabo, ibyo byavuzwe. Ihindura uwabonye umukoro ukurikiraho, uwinjiye mubiganiro byingamba, ninde wazamuwe mu ntera. Kuki AI bigoye kubyakira? Hariho impamvu abantu benshi baguma hagati ya "Nzi ko ngomba gukoresha AI cyane" kandi rwose ndabikora. Mubyukuri, hariho impamvu nyinshi zanditse neza: Icyuho cyo Kumenya-Gukora Twese twifuzaga kwiga cyangwa kugerageza ikintu gishya, gusa tumenye ko amezi cyangwa imyaka yashize tutagize icyo tubikoraho. Uzabaze gitari yanjye ya bass ikusanya ivumbi mubyumba byanjye. Abashakashatsi Jeffrey Pfeffer na Robert Sutton bavuze ko iki kibazo ari “icyuho cyo kumenya”. Ahanini, kumenya icyo gukora kandi mubyukuri kubikora nibibazo bitandukanye rwose. Iyo ukoresheje icyuho cyo kumenya-gukora muri AI, umurongo wubushakashatsi uragaragaza: BCG yasanze nubwo ishyirwa mubikorwa rya AI ryagutse, 74% byamasosiyete itaragaragaza agaciro kagaragara mubucuruzi kuva bakoresheje AI. Yagaragaje kandi ko 70% by'ibibazo amasosiyete ahura nabyo mu gihe ashyira mu bikorwa AI bituruka ku bantu- n'ibibazo bijyanye na gahunda, ugereranije na 30% gusa ku bibazo by'ikoranabuhanga na 10% kuri algorithm ya AI. Igice cyimpamvu yo gutinda ningirakamaro gusa. Ufite akazi ko gukora. Kalendari yawe iruzuye, urutonde rwibikorwa ni rurerure, kandi intego idafatika yo "gushaka uko ukoresha AI neza" irushanwa nibindi bintu byose ku isahani yawe. Igihe nabazaga Timothy Biondollo, HubSpot Media's Prompt Engineer na Impuguke ya AI, kuki abantu benshi bahagarara hagati yo kumenya no kurera, ntabwo yigeze akora isukari: "Kumenya ni pasiporo, kandi kurera bigusaba guhindura uko ukora mubyukuri, ntukongere gusa tab nshya kuri mushakisha yawe. Icyuho nuko abantu benshi bagikora mumirimo yabo yumunsi kubikorwa, kugirango bakore akazi ubwabo. Abantu bashoboye bahinduye ibintu bitandukanye rwose. Bakoresha igihe cyabo cyo gukusanya imiterere, kwandika amabwiriza, hanyuma bagakoresha inzira icumi ibangikanye muburyo butandukanye. nka, abantu rero bagerageza AI inshuro nke, ntibumve ihinduka, kandi bakeka ko atari bo cyangwa ko AI idafite ubwenge buhagije bwo kubikora. ” Kwiga AI hejuru yo gusohoza inshingano zawe zisanzwe ni inzitizi nyayo. Ubwonko bwawe bufite umutego wo gutunganya amakuru mashya, kandi iyo birenze (ibyo, ukurikije umuvuduko wa AI mumyaka mike ishize, byanze bikunze byabaye), kurera bigabanuka cyane, nubwo motifike iba myinshi. Amahitamo menshi cyane, ntabwo asobanutse neza Reka tuvuge ko ukora igihe. Noneho iki? Hano hari ibikoresho ibihumbi bya AI ku isoko. Imiterere ihinduka buri kwezi. Moderi nshya nibiranga gutangiza, kandi ibiryo bya LinkedIn byuzuye abantu bakubwira igikoresho kimwe cyahinduye ubuzima bwabo. Ntabwo uzi aho uhera, ntabwo rero utangirira na gato. Nubwo waba utarigeze wumva paradox yo guhitamo, rwose warabyiboneye. Amahitamo menshi dufite, ntidushaka guhitamo. Turahagarika rero, cyangwa dufata icyemezo kibi kuruta uko twakagombye guhabwa amahitamo make. Nibyo rwose nibibera ubungubu kubantu bose bagerageza kubaka ingeso ya AI. Ni ayahe mahirwe yuko igikoresho watoranije aricyo gikwiye? Gutera ubwoba ni ugusuzugura. Umutego wo gutanga umusaruro Hano hari kandi ubugome bukabije simbona kuvugwa nkuko bikwiye: Niba utabigambiriye gukoresha AI, bizatanga imirimo myinshi kuruta uko igabanuka. Reba ibintu aho ushaka gukoresha AI kugirango uvuge muri make dataset nka memo. Kohereza hanze urupapuro, ubishyire muri ChatGPT, kandi bikomeye, memo igaruka mumasegonda 30. Ariko ubu urimo usubiramo ibyasohotse, ufata ibitagenda neza, ongera ubaze kuko hari ikintu cyahagaritswe, kugenzura ukuri kutabizi neza, no kuvugurura ibintu byose kugirango uhindure ijwi ryiza. Mugihe urangije, AI ntabwo yunvikana;irumva ari icyuho. Ninimpamvu nini yo kurera AI ihagarara. Abantu baragerageza, bakabona igisubizo rusange, bakibwira ko aribyo? Banzuye ko bidakwiye imbaraga zihamye bagasubira munzira za kera. Ariko ikibazo ni inzira, ntabwo igikoresho. Gukoresha AI neza bisobanura kumenya aho bigutwara igihe kandi aho bihindura akazi gusa. Iri tandukaniro rifata imyitozo kandi ritandukanya umuntu uzi AI n'umuntu ufite ubushobozi bwa AI. Ubushobozi bwa AI busa bute? Tuzi impamvu ubushobozi bwa AI hamwe no kurera. Gusimbuka mu bumenyi ujya mu myitozo niho benshi muri twe bahagarara, kandi ntabwo ari ukubura kugerageza. Ibikurikira, nzagaragaza ingamba zakoreye itsinda ryanjye hamwe nanjye. Izi nintambwe zifatika, ziyongera zihindura amaganya ya AI mubikorwa. Menya ko utari inyuma (nyamara). Gukora ubushakashatsi kuri "tekinoroji ya AI igezweho" ninzira nziza yo guhita ushaka gufunga mudasobwa igendanwa no kwiyandikisha kumunsi. Hano hari igitutu hamwe na AI ituruka kumurongo uhoraho wa influencers, amatangazo y'ibicuruzwa, ibice byo gutekereza, ndetse na bagenzi bawe bakubwira uko batera imbere. Ariko urwo rusaku ahanini rwashizweho kugirango ubone ibitekerezo byawe hamwe nisoko kuri wewe. Nimwe mumayeri ya kera mugitabo: Urimo gusubira inyuma. Ntushobora gusubira inyuma. Iyandikishe mu kanyamakuru kanjye, kugirango udasubira inyuma. Ubu butumwa burasaba icyifuzo cyacu cyambere cyo kuba mumatsinda. Nubusanzwe logique ya caveperson. Ibintu bimwe kuri wewe: Ukurikije Gallup, 49% by'abakozi bo muri Amerika bavuga ko batigeze bakoresha AI mu nshingano zabo, kandi 26% bonyine ni bo bayikoresha inshuro nke mu cyumweru cyangwa zirenga. Reka ibyo bishire. Mu gihugu aho amasosiyete akomeye ya AI ashingiye, hafi kimwe cya kane cyabakozi bakoresha AI kenshi. Ndashaka kumenyekanisha ikindi gitekerezo kugirango nshyire ibintu muburyo: Diffusion of Theory Theory. Bwa mbere byasangiwe na EMM Rodgers mu 1962 (kandi n'ubu biracyafite akamaro), Diffusion of Innovation theory yagabanyijemo abitabiriye ikoranabuhanga mu matsinda atanu: abashya, ababyitangiye kare, benshi hakiri kare, benshi batinze, na laggard. Aya matsinda akoresha ikoranabuhanga rishya muri urwo rutonde. Kwemererwa bitangirana nabashya (tekereza abakunzi ba tekinoloji, abaterankunga, abantu babanza kumurongo wa terefone nshya) bikarangirana na ba laggard (bagikoresha umurongo wa telefone). Nkuko mubibona ku gishushanyo gikurikira, abantu benshi bagwa ahantu hagati: Inkomoko None, turihe kuriyi ngengabihe hamwe na AI ibyara umusaruro? Numuhamagaro wa subitifike, ariko urebye amakuru dufite kugeza ubu, nagira wager twinjiye mubwinshi bwa mbere. Muyandi magambo, mugihe AI ​​nkigitekerezo kimaze igihe gito mumaso ya rubanda, ubumenyi bwa AI butangiye kwibasira inzira nyamukuru. Abantu bose wunvise gutontoma kuri AI nibishoboka ni 15% yambere, abashya nababitangiye kare. Kandi baravuga cyane kurusha abandi. Ibyo bivuze iki kuri wewe? Niba utishimiye gukoresha AI kugeza ubu, uracyari ahantu heza. Ariko ntugatinde nanone, kuko ubwinshi bwambere nuburyo bwawe bwanyuma bwo gukurura imbere. Ntabwo bivuze ko kuba intangiriro kubintu byose byoroshye - rwose ntabwo. Ariko ibyinshi muri ibyo bitameze neza biva kwizera abantu bose imbere yawe. Ntabwo aribyo. Tangira gato. Kimwe n'ubuhanga ubwo aribwo bwose, ubumenyi bwa AI ni imitsi yubaka mugihe cyo gukoresha inshuro nyinshi. Ntabwo ukomera usoma ibijyanye no guterura ibiremereye. Igihe kimwe, ugomba gufata ibiragi. Ibi ntibisobanura ko ukeneye kuvuza ingoma incamake imeri yawe yose, guhanagura urupapuro rwawe, gucunga gahunda yawe, no gukora imisoro yawe mugihe cyambere. Emera kuba intangiriro, shakisha intsinzi nto, kandi, kimwe na siporo, uzabona inyungu vuba nkuko ubitekereza. Ikintu cya mbere nigeze gukora na AI nayikoresheje kugirango umfashe gutanga ibitekerezo byubutumwa bwimbere bwimbere ya Slack niba numva ijwi ryanjye ridahari. Ibintu byibanze, ariko byahise bisobanuka neza uburyo ibi byarushijeho kuba byiza kuruta guteka uburyo bwiza bwo kuvuga ikintu. Nabonye inyungu nishoramari rito ugereranije. Amaherezo, norohewe no gukoresha Claude kugirango mfashe mugukoresha ibikoresho byimbere mumakipe yanjye, kubyara memoire kuva datasets, no gutegura inshingano zanjye za buri cyumweru. Noneho, nagira igitutu cyo kubona ikintu cyose ntakoresha AI muminsi yanjye-umunsi. Gushyira mu bikorwa ibisubizo bya AI kubibazo byawe bwite no kubona inyungu nyazo kwisi nimpamvu ikomeye. Urayikoresha ku kintu gifatika,hanyuma ikande gusa. Uzatekereza, “Oh, nshobora kubikoresha… ikindi ni iki gishobora gukora?” Amatsiko yawe ahinduka moteri yubaka ingeso. Byongeye, kuboha AI mumirimo yawe isanzwe (aho kuba igeragezwa cyangwa ibikorwa bitandukanye) ikuraho inzitizi yo kugerageza rimwe, kubona ibisubizo niba iffy, no gusubira muburyo usanzwe ukora. Urabona akamaro kayo imbonankubone, birashoboka cyane rero ko wasunika inyuma guterana kwambere. Inyungu za AI ziruta ubworoherane bwigihe gito. Umwanditsi wa Blog ya HubSpot, Amy Rigby, yayoboye ibi yiboneye ati: "Igice gikomeye cyo kuboha AI mu kazi nacyo ni igice kitoroshye cyo kugerageza gukora neza: Ubwa mbere, bizaba bidakorwa neza. Uzatsitara ku buryo bikora, bigerageza, kandi birananirana kuko byose ni bishya kuri wewe… Ugomba kubishyira hanze kugira ngo ukingure agaciro. Wige uburyo bwihuse. AI kubaza nubuhanga bumwe bwingirakamaro ushobora kwiga mugihe utangiye. Igisubizo cyiza gisobanura itandukaniro riri hagati y igisubizo rusange nigufasha mubyukuri. Igihe nabazaga Meg Prater, ukuriye Content Strategy & Operations for HubSpot Media, impamvu habaye itandukaniro riri hagati yo kumenya AI no kwakirwa nyabyo, yagize ati: "Ntabwo bakoresha uburyo bukwiye. Umaze kwiga uburyo bwihuse, ibisubizo byawe bituma bidashoboka kudakoresha AI kugirango utezimbere akazi kawe kandi ushireho umwanya munini wo gukora umurimo ufite akamaro." Nibyiza kugerageza nibisobanuro bitandukanye ubanza, ariko amaherezo uzashaka urwego rwo kuganira neza. Ndashishikariza abanditsi kumurwi wanjye gukoresha uburyo bwo Kwandika - butanga AI ibice bitanu byingenzi byamakuru kubisabwa: Ninde: AI ikora nka nde? Uhe AI umuntu, nkumuhanga wuburambe, umuhanga mubuhanga, umuyobozi wumushinga, nibindi. Ibikoresho: Ni ubuhe buryo AI ikeneye kugirango ibone ubu burenganzira? Ngiyo imiterere yawe yataye: amakuru ajyanye numushinga, ikibazo ukemura, ibikoresho bifatika, nibindi byose AI itari kumenya yonyine. Amabwiriza: Ni iki mubyukuri AI igomba gukora? Sobanura neza. Amagambo: Ni ayahe mategeko, imipaka, cyangwa imipaka ikoreshwa? Kurugero, uburebure, imiterere, amajwi, ibintu ugomba kwirinda, nibintu byo gushiramo. Ibisubizo biteganijwe: Sobanura ibicuruzwa byarangiye nkuko ubishoboye: imiterere, ibitangwa, kandi, niba bishoboka, urugero. Dore urugero rwibibazo byanditse: W: Urumujyanama muto wamamaza ibicuruzwa kabuhariwe mugutangiza ibicuruzwa bya DTC. Abanteze amatwi ni abagore bafite imyaka 25-40 bagura buji zakozwe n'intoki nkimpano no kwiyitaho, ahanini babinyujije mu iduka ryanjye rya Etsy na Instagram. R: Ndatangiza icyegeranyo cya buji muri kamena. Bije yanjye ni $ 500 yo gutangiza. Umuyoboro wanjye mwiza wo kugurisha ni Instagram, kandi mfite abayoboke bagera ku 3.000. Icyegeranyo cyanjye cya nyuma cyagurishijwe mubyumweru bibiri, cyane cyane nkoresheje inkuru za Instagram na imeri. Njye: Unyubake gahunda yo gutangiza ibyumweru bine ikubiyemo ibikubiyemo, ingamba zo gutangiza umunsi, hamwe na nyuma yo gutangiza. Shyiramo ibyo wohereza, igihe wohereze, na imeri imwe kuri buri cyiciro. T: Komeza gahunda ifatika kubikorwa byumuntu umwe. Nta matangazo yishyuwe. Organic na imeri gusa. Ijwi rigomba kumva rishyushye kandi ryihariye, ntabwo ari rusange. E. Koresha iyi progaramu kuruhande rumwe idafite urwego, uzabona itandukaniro. Niba mubyukuri uri buji, nawe uzahumura. Kora gahunda ya AI. Umaze gukora tinking hanyuma ukumva aho AI ishobora kugufasha, intambwe ikurikira ni ugukomeza imbaraga. Byoroshye kuvuga kuruta gukora. Wibuke icyuho cyo kumenya? Ubushakashatsi bwerekana ko kugira intego ikomeye intego idahagije wenyine. Ariko, abantu bashiraho gahunda zerekana neza uko bakora kugirango bagere ku ntego birashoboka cyane ko bakurikiza. Gutekereza ngo "Ndashaka kurushaho kunoza gukoresha AI" ntibikora neza kuruta "Buri wa kabiri mugitondo, nzamara iminota 20 nkoresha AI kumurimo umwe ku isahani yanjye." Dore rero icyo nsaba: Tegura gahunda ya buri cyumweru ya AI itsinze. Nibikorwa ushobora kugeraho mugihe cyicyumweru. Ntibakeneye gusimbuka bikomeye. Ahubwo, tekereza nk'iterambere ryiyongera rigana ku ntego nini, ntoya bihagije kugirango irangire ariko ifite ibisobanuro bihagije kugirango wimure urushinge. Gahunda itunganijwe ikora ibintu bibiri. Icya mbere, ihindura integoingeso, gutanga scafolding kugirango ukomeze kuyigarukaho nta gikorwa cyintwari cyubushake burigihe. Icya kabiri, isenya ibishoboka bitagira ingano bya AI mubikorwa bifatika byakazi kawe. Numuti urwanya guhitamo kumugara. Vuga ko ushaka gukoresha AI kugirango utezimbere inama yawe no gukurikirana. Dore uko gahunda ishobora kumera mubikorwa: Intego y'ibanze: Koresha AI kugirango ugabanye igihe cyakoreshejwe muguhindura imiterere no gutegura inama mukwezi gutaha. Icyumweru cya 1: Tora inama yawe igaruka cyane. Koresha AI kugirango ubyare icyitegererezo kuva mubyo wanditse. Icyumweru cya 2: Nyuma yinama, koresha AI kugirango utegure incamake yo gukurikirana. Reba niba ibi byatwaye igihe gito ugereranije nibisanzwe. Icyumweru cya 3: Kubaka ikibazo cyo kuvugurura imiterere ya buri cyumweru ukoresheje ingingo zamasasu usanzwe ubika. Icyumweru cya 4: Huza ibyo uko ari bitatu muburyo bworoshye busubirwamo. Koresha icyumweru mugihe cy'inama nyinshi. Icyumweru cya 5: Subiramo sisitemu. Ni iki gikora? Niki kitari? Ni iki gikurikiraho? Ishyirireho intego ukwezi gukurikira. Nta kintu na kimwe hano gisimbuka. Buri cyumweru yubaka kumunsi wanyuma, kandi icyumweru cya gatanu ufite sisitemu yanditse. Urashobora gukurikirana iterambere ryawe ariko rigukorera: porogaramu yinyandiko nka Notion, igikoresho cyo gucunga imirimo nka Asana, inyandiko ikora, cyangwa inyandiko zifatika niba aribwo uzunguruka. Guhorana ibintu birenze imiterere. Kandi (ushobora kuba warabonye ukuza), AI irashobora kugufasha kubaka gahunda ubwayo. Sobanura uruhare rwawe n'inshingano kuriwo, kandi ubisabe kugufasha kungurana ibitekerezo aho ushobora gukoresha AI mubikorwa byawe. Witondere intego imwe nyamukuru ya SMART kugirango ukore mugihe cyibyumweru bine cyangwa bitandatu biri imbere, hanyuma ukoreshe AI ​​kugirango utegure intambwe-ntambwe kugirango ugereyo. Kora iterambere ryawe rigaragara. Niba isosiyete yawe ari AI-imbere, amahirwe ni umuyobozi wawe ashaka kumenya icyo urimo gukora. Ukuntu iterambere rya AI rigaragara kuri bo bifite akamaro nkakazi kawe nkakazi ubwako. Ibi ni ukuri cyane cyane niba imikorere yawe igamije kwakirwa na AI. Buri gihe ubwira umuyobozi wawe uko ukoresha AI, ubavugurura kubibazo bishya byo gukoresha cyangwa inyungu zunguka, ibimenyetso byerekana ko utekereza imbere. Ibyo birashobora kumera nkubutumwa bworoheje, ikintu muri buri cyumweru cyo kuvugurura, cyangwa kuvugwa muri umwe-umwe. Ndetse intsinzi ntoya itera igitekerezo cyuko uri ingenzi. Kugaragara biroroshye kuvuga kuruta gukora, nubwo: Iyo winjiye muri nyakatsi hamwe na AI, biroroshye gufatwa kuburyo wibagiwe kumenyekanisha iterambere ryawe. Rimwe na rimwe, nshora imari mumushinga kuburyo nibagiwe kuvugurura shobuja uburyo imikoreshereze yanjye ya AI yazamuye umusaruro wanjye. Igisubizo kimwe: Shiraho ikirangantego gisubiramo kwibutsa umuyobozi AI ivugurura. Noneho, kora gahunda yo kurera (cyangwa ikindi kintu cyose ukoresha kugirango ukurikirane iterambere rya AI), iyandike mubikoresho bya AI wahisemo, hanyuma usabe kuvuga muri make iterambere ryawe rya buri cyumweru. Bam, ikintu cyo gusangira na shobuja hafi ya nta kazi kiyongereye. Niyo mpamvu gukoresha igikoresho cyo gucunga imirimo nka Asana gukurikirana akazi kawe birashobora kuba ingirakamaro. Urashobora kohereza hanze imirimo yawe yarangije kurupapuro, ukayishyikiriza igikoresho cya AI, hanyuma ukayisaba gukuramo intsinzi iherutse. Gukurikirana amajyambere byubatswe, kandi biroroshye cyane kuruta kubika urupapuro rwihariye rwa Google ukeneye kwibuka kuvugurura igihe cyose ukoze ikintu. Ndagushishikariza kandi guhuza imikoreshereze ya AI nuburyo itezimbere akazi kawe. Bwira inkuru: uko wagiye urushaho kuba mwiza kuri yo, hanyuma rero, uko akazi kawe kamaze kuba keza, nuburyo ibyo bifitanye isano na KPIs. Turimo kuvuga kubyerekeye guteza imbere umwuga wawe, nyuma. Iyindi ngingo imwe: Urungano rugaragara rufite akamaro, narwo. Abayobozi ni ngombwa, ariko rero nukubera umuntu bagenzi bawe bahindukirira mugihe bafite ikibazo cya AI. Iyo mpuguke idasanzwe yubaka igitutu cyo hejuru kugirango utere imbere. Timoteyo yari afite ubushishozi bufasha hano: "Amayeri ni ugusangira uburyo, atari wow. Ntabwo 'reba ibyo nubatse' ahubwo 'dore uko nubatse, wenda ibi biragufasha.' Iya kabiri iba ingirakamaro kubandi bari mucyumba, ireka kuba kwirata kandi ihinduka ubushobozi bwo gufungura ikipe yose." Komeza amakuru azenguruka. Urimo ukora akazi, werekana akazi, noneho urebe neza ko ukomeje gukara. Inama yanjye yanyuma nugukomeza kwigira no kuvugurura hamwe niterambere mugihe ushyira ubumenyi bwawe mubikorwa. Nkuko Meg abivuga, "Umuntu ushoboye AI ni umuntu ufite amatsiko ya AI. Ugomba kubigerageza, ukitoza hamwe, kandi ukagerageza ibikoresho bishya / byubaka. Ntabwo bihagije gukora kimwe kimweabaza (nubwo ari ahantu heza ho gutangirira). Kuba ufite ubushobozi bwa AI muri iki gihe bivuze ko ukoresha kandi ugahinduka ukoresheje ibi bikoresho na moderi uko birekuwe. ” Icyangombwa nukugumya amakuru yamakuru yoroheje bihagije kugirango utarengerwa. Urashaka urujya n'uruza rwuzuye kugirango ugumeho, ariko ntabwo aribyinshi kuburyo ushaka kunyerera mumwobo. Witondere imiyoboro ine cyangwa itanu ya AI icyarimwe. Ibi birashobora kuba akanyamakuru cyangwa blog, umuyoboro wa YouTube, umuryango w'imbere, umujyanama, podcast, konte ya LinkedIn, cyangwa na mugenzi wa AI, umuntu ufite uruhare nkurwo nawe urimo kugerageza. Kandi kugirango ibi byose birambye: Igihe cyose wongeyeho umuyoboro mushya, tekereza kureka imwe. Imiyoboro yanjye muri iki gihe ni: Byoroheje.ai: akanyamakuru kerekana amakuru ya AI namakuru agezweho muburyo bushingiye, hasi-yisi. Niba ushaka akanyamakuru kerekeye AI utiriwe urengerwa, iyi niyo. Ben's Bites: Substack irarikira cyane murwego mugihe ikiri igogorwa. Imiyoboro ya AI Slack y'imbere dufite kuri HubSpot kugirango dusangire iterambere rya AI rijyanye no kwamamaza. Umujyanama wa AI. Ikipe yanjye, abo dusangiye buri gihe uburyo bwo gukoresha neza AI kurubuga rwacu. Kandi ibyo ni ibya none. Ibyo birashobora guhinduka mugihe kizaza nkurwego rwanjye rwo guhumuriza hamwe ninshingano zihinduka. Uburyo Amakipe ashobora kuva mubigeragezo bya AI akajya mubikorwa Ibintu byose byavuzwe haruguru bijyanye no kugushoboza. Kandi kuri IC, urashobora guhagarara aho. Ariko niba ucunga itsinda, kuva kuri "turagerageza ibi" ukajya "ibi ni bimwe muburyo twese dukora ubu" nikibazo gitandukanye. Gutwara ibinyabiziga mu itsinda ntabwo byatanzwe. Ntushobora gutanga amakuru kumuntu kandi utegereje ko ahita yiruka nayo. Ntabwo abantu bose bazaba bafite ubushake cyangwa bworoshye kwiga nkuko uri. Ntabwo ari ugukomanga kuri bo; abantu bafitanye umubano utandukanye nubuhanga bushya, kandi urashobora kugira ikwirakwizwa ryabatangiye kare, benshi / batinze benshi, ndetse wenda nabashya cyangwa abadindiza kuruhande rwawe. Abantu muri rusange bizera abandi bantu iyo bamenyereye ikintu gishya. Ndashaka ko ibyo ari bimwe mubyasabye inama kumpapuro za blog nanditse, umuntu nyawe wemewe, hejuru yo kubaza ChatGPT cyangwa Claude gusa. Hariho ikintu cyo kumva "dore icyankoreye" kubandi bantu nta chatbot ishobora kwigana byuzuye. Inkunga y'ubuyobozi nayo iri mu bahanura cyane niba umuntu akoresha AI ku kazi - nk'uko Irrational Labs ibivuga, imikoreshereze ya AI y'abakozi igabanuka kuva kuri 79% ikagera kuri 34% nta byemejwe n'umuyobozi. Noneho, hura n'ikipe yawe aho bari. Ubabaze uko bakoresha AI. Ntabwo ari micromanaging, "nyereka amateka yawe yihutirwa" ubwoko, ariko uhereye ahantu h'amatsiko nyayo. Ni iki kibabuza? Ukurikije ibyo ubona, tekereza zimwe mungamba natangije hano. Nize byinshi mu kuganira n'ikipe yanjye imbonankubone kuruta ingingo zose zifasha cyangwa ikibuga cyamahugurwa cyashoboraga kunyigisha. Urugendo rwa buri muntu ku giti cye AI ni urwawe, kandi ikintu cyiza ushobora gukora nkumuyobozi ni ugutera inkunga mugihe ubaha umwanya wo gushakisha. Aho Futurepedia ihuye nubushobozi bwa AI Iyi nyandiko yose yabaye nkigitekerezo kimwe: kumenya ibya AI ntabwo ari kimwe no kubishobora. Kandi inzitizi nini ntabwo arikibazo ushobora gukemura usoma ingingo imwe cyangwa gushyira akamenyetso kubindi bikoresho. Niyo mpamvu HubSpot yaguze Futurepedia. Futurepedia ni urubuga runini rwigenga rwa AI rwigisha no kuvumbura. Ikoresha ububiko bwa mbere bwibikoresho bya AI - ibihumbi n'ibikoresho byahinduwe muri buri cyiciro ushobora gutekereza - hamwe nurubuga rwuburezi rugenda rwiyongera hamwe namasomo 25+ hamwe namasomo arenga 1.000 yibanze kubumenyi nyabwo bwa AI kubucuruzi no gutanga umusaruro. Hirya no hino muri Futurepedia, imiyoboro ya YouTube, hamwe n'akanyamakuru kayo, byahindutse aho bitangirira kubanyamwuga bashaka kwiga gukoresha AI, ntibabyumve gusa. HubSpot ifasha miliyoni zamasosiyete gutera imbere neza. Futurepedia ifasha abanyamwuga kubona no kumenya ibikoresho bya AI bituma akazi kabo neza. Noneho ni itsinda rimwe, bivuze amikoro menshi, kugera kuri byinshi, no guhangayikishwa no gukora AI ikorera abantu nyabo. Abanyamwuga bazatsinda imyaka itanu iri imbere ntabwo aribo bazi byinshi kuri AI. Nibo bize mubyukuri gukorana nayo. Niba iyi nyandiko yaguhaye urwego, Futurepedia iguha aho utangirira.

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