Ubwonko bwa Stanford Grad bwatangiye Buffering saa sita   Nabonye tweet ishimishije ya Greg Isenberg kumunsi wejo yampagaritse inzira.  Yasobanuye ifunguro rya sasita hamwe n’umusore w’imyaka 22 warangije Stanford wakomeje guhagarara hagati y’interuro, ashakisha amagambo y’ibanze. Ntabwo ari amagambo akomeye cyangwa inganda jargon - gusa amagambo ya buri munsi. Impamvu?  Icyiciro cyari kimaze guterwa na ChatGPT kurangiza ibitekerezo bye kuburyo ubwonko bwe bwumvaga "buhoro" butabufite.    Ntabwo ari ukubera ko byari bitangaje, ariko kubera ko amaherezo yashyize amagambo kubintu nabonye ahantu hose ariko ntashobora kuvuga izina. Ibyo kwitegereza byankubise nka toni y'amatafari.  Tekereza kuri iri terambere:    , twaganiriye niba AI ishobora kwandika interuro zifatika. Imyaka itatu irashize    , twatangajwe nubushobozi bwa GPT-3 bwo kurangiza ibitekerezo byacu. Imyaka ibiri irashize    , twatangiye gukoresha ChatGPT kuri imeri na raporo. Umwaka ushize    Turimo kureba ibimenyetso byambere bibaho mugihe ubwenge bwabantu butangiye gutanga ibitekerezo byabo. Ubu?  Kandi amanota ya Stanford?  Ari karyari gusa mumabuye yamakara.  Ntabwo arindi nkuru yerekeye AI ihindura uko dukora. Ntabwo bijyanye numusaruro cyangwa automatike cyangwa nigihe kizaza cyakazi.  Ibi ni ibintu byingenzi cyane: uburyo ubwonko bwacu bumenyera - cyangwa wenda kwiyegurira - ubwenge bwubuhanga.  Mu minota mike iri imbere, ngiye kukujyana muri iki kintu. Tuzareba:  Igiciro cyihishe turimo kwishyura kubitekerezo bifashwa na AI  Nigute ibi bishobora guhindura ubushobozi bwibisekuruza byose  Icyo imibare igaragaza kubyerekeranye no kwiyongera kwacu  Icyo twakora kugirango turinde ubwigenge bwacu bwo kumenya  Ariko ubanza, ugomba gusobanukirwa ikintu cyingenzi:  Turimo gukora igeragezwa ryambere rinini kubijyanye no kumenya abantu mumateka, kandi ntamuntu wasinye urupapuro rwabemereye.  Igice giteye ubwoba? Benshi muritwe ntituzi ko turi mubigeragezo. Turahuze cyane gusaba AI kudufasha kwandika imeri, gukemura ibibazo, no kuzuza ibitekerezo byacu kugirango tubone uko bihindura uburyo dutekereza mugihe AI idahari.   Kandi niho inkuru yacu itangirira rwose ...  Kuberako ibyo navumbuye igihe natangiraga kwitondera uburyo bwanjye bwo gukoresha AI ntabwo byari bitangaje - byari biteye ubwoba. Ariko kugirango twumve impamvu, dukeneye kureba imibare imwe ntanumwe muri twe ukurikirana.  Igiciro Cyihishe cyo Kwishingikiriza kuri Digital    Natangiye gukurikirana igihe cyose nageraga kumfashanyo yubukorikori. Nyuma yo kubona tweet ya Greg, nahisemo gukora ikintu cyahindura uko nabonye umubano wanjye na AI ubuziraherezo.  Ibisubizo byarantangaje.  Mu cyumweru kimwe gusa:    37 AI yuzuza imeri yibanze Ku wa mbere:    42 gusaba guhitamo neza ijambo Ku wa kabiri:    inshuro 28 gusaba AI "gukora iri jwi neza" Ku wa gatatu:    ibibazo 51 byerekeranye nuburyo wasubiza ubutumwa Ku wa kane:    Ingero 44 zo gusaba ubufasha busobanura ibitekerezo Ku wa gatanu:  Nibyo   aho natanze inzira yo gutekereza.  inshuro 202 mucyumweru kimwe Ibihe magana abiri na bibiri aho nashoboraga gukomeza imitsi yo mumutwe ariko nahisemo ubwenge bingana no gufata lift aho gufata ingazi.  Kandi dore igice giteye ubwoba rwose:  Nibwira ko nkoresha AI uzi ubwenge.  Imibare ya Atrophy yo mu mutwe   Reka dushyire mubikorwa.  Tekereza ku mubare wibibazo byo gushakisha ijambo uhura nabyo buri munsi. Ibyo bihe bito aho ukeneye gutekereza kumagambo akwiye, gutunganya interuro, cyangwa guteza imbere igitekerezo. Ikigereranyo cya conservateur kibishyira hafi 100.    , wakemuye ubwawe, ushimangira inzira zidasanzwe buri gihe.   , urashobora gutanga 70 muri ibi bihe kuri ChatGPT. Mbere ya AI Hamwe na AI    Mugihe kirenga umwaka, iyo ni imyitozo mike yo kumenya ubwenge 25.550. Ariko imibare ivuga igice cyinkuru gusa. Nibibera mu bwonko bwawe muri ibi bihe bifite akamaro rwose. Kora imibare:  Iyo urwana no kubona ijambo ryukuri, ubwonko bwawe:    urusobe rwamagambo Koresha    imiterere n'ibisobanuro Reba    amarangamutima Isuzuma    ingaruka zumuco Gutunganya    ubundi buryo Gupima  Urwo   mumyitozo imwe yoroshye yo gushakisha ijambo. Iyo uhaye ibi AI, ntabwo uba usibye umurimo umwe wo mumutwe -  ninzego eshanu zo gutunganya ubwenge uba urenze imyitozo ngororamubiri.  Icyitegererezo    Narebye ubu buryo bugaragara mugihe nyacyo mugihe umwanditsi mukuru wanditse - umuntu ufite   - yamaze iminota 20 asaba ChatGPT kunoza imeri yinteruro ebyiri kumurwi we. Ibitangira nkibyoroshye bihinduka kwishingikiriza. uburambe bwimyaka 15  Tekereza kuri ibyo.  Umwanditsi wabigize umwuga, ufite ubuhanga burenga imyaka icumi, ntiyongeye kwizera ubushobozi bwabo bwo kwandika interuro ebyiri.  Ntabwo aribyo kwandika gusa.   Kandi ingaruka zitangiye kwigaragaza ahantu hose ndeba. Byerekeranye nibibera mumitekerereze yacu iyo duhagaritse kubikoresha.  Icyo ngiye gusangira ubutaha ntabwo giteye impungenge gusa - ni uguhamagarwa kubyerekeranye n'inzira enye zangiza iyi nzira yo gutahura ubwenge ihindura imitekerereze yacu, akazi kacu, n'imibanire yacu.   Numara kubona ubu buryo, ntushobora kubibona ...  Ingaruka enye zangiza    Ntabwo ari ukubera ko bitangaje, ahubwo ni ukubera ko ushobora kumenya ubu buryo muri wowe no mubandi bagukikije. Ibyo ngiye gusangira bishobora kugutera ubwoba.  Nyuma y'amezi yo kwitegereza no kuganira bitabarika hamwe nababigize umwuga mu nganda, nabonye ingaruka enye zangiza ziterwa no kwiyongera kwa AI.  Buriwese yubakiye kubandi, arema epfo na ruguru bigoye guhunga.  1. Icyizere cyo Kwizera    Urashidikanya niba umushinga wawe wambere ari mwiza bihagije, urasaba rero AI kuyitezimbere. Verisiyo ya AI yumvikana neza, yabigize umwuga.  Itangira rwihishwa. Ubutaha rero, uzagera kuri AI vuba vuba.  Ntibyatinze, ntabwo ukoresha AI gusa kugirango usibe akazi kawe - urayikoresha kugirango utangire akazi kawe. Noneho utekereze kubikorwa byawe. Noneho kugirango uhitemo niba akazi gakeneye gukorwa na gato.  Igihe cyose utinze kuri AI, icyizere cyawe mubushobozi bwawe kigabanuka cyane.  Umuzenguruko urakomera.  2. Umusoro wo guhanga    Urashobora gutekereza ko AI itezimbere guhanga udushya utanga ibitekerezo bishya.  Hano niho ibintu bishimishije. Ariko ikindi kintu kibera munsi yubutaka.  Imitsi yubwonko bwawe imitekerereze iracogora. Ibitekerezo byumwimerere biba bigoye. Ugasanga uri icyitegererezo-gihuje aho kurema.   Ijwi ryawe ridasanzwe - iryo umaze imyaka utera imbere - ritangira kumvikana cyane nkabandi bose bavugurura AI.  Ntabwo ari uko tugenda duhinduka udushya.  Turimo kuba ubushobozi buke bwo kumenya ibihangano byacu iyo bibaye.  3. Guhagarika Kwiga    Iyo usibye urugamba rutanga umusaruro wo kumenya ibintu, uba ubuze ubushishozi buturuka mugukora mubibazo. Ubushobozi bwawe bwo kwiga ubuhanga bushya nta mfashanyo buragabanuka. Izi zishobora kuba ingaruka zuburiganya za bose.  Tekereza kwiga gucuranga. Kubabazwa no gukubita inoti nabi nibice byo guteza imbere imitsi.  Noneho tekereza niba AI ishobora gukina inoti nziza igihe cyose urwana. Ntabwo uzigera wiga gukina?    Kandi ntushobora kubibona kugeza igihe ukeneye kubihagararaho. Urufatiro rwo kwiga ejo hazaza rusenyuka munsi yamaguru yawe.  4. Ingaruka mbonezamubano    Ikiganiro nyacyo kiba ingorabahizi. Ubuhanga bwo gutunganya ururimi karemano buragabanuka. Itumanaho ryabantu-muntu ryumva ko bigoye. Aha niho kugabanuka kwubwenge kugiti cye biba ikibazo rusange.    Abantu barwana no gushaka amagambo badafite abafasha ba AI. Bahagarika interuro hagati, bagera kuri terefone zidahari.  Ndabibona mu nama. Ihuza ryukuri rirababara muburyo dutangiye gusobanukirwa.  Igiciro rusange  Bigenda bite iyo igisekuru cyose gikuze hamwe nubu buryo? Iyo abanyeshuri batigeze biga kwandika badafashijwe na AI? Iyo abanyamwuga batigera bagira ikizere mubushobozi bwabo budafashijwe?    Keretse ... Turi hafi kubimenya.    Ariko birasaba ikintu benshi muritwe tutigeze dukora:  Hariho uburyo bwo gukomeza ubwigenge bwacu bwo kumenya mugihe tugifite inyungu mubushobozi bwa AI. kwitabira ubwenge muburyo bwacu bwo kumenya.  Kandi nibyo rwose ngiye kukwereka ubutaha ...  Kubona Inzira Yacu    Ntukabe nka we. Ugomba gufata icyemezo kizahindura umubano wawe na AI ubuziraherezo.   - hamwe nimyitozo nkana, ibihe byo kuruhuka, hamwe nuburyo bwo kwitoza. Wibuke ko Stanford urangije navuze mugitangira? Ugomba gutangira gufata ubwenge bwawe nkuko umukinnyi afata umubiri wabo  Nicaye kuri iki gicamunsi ntangira gukora sisitemu. Ntabwo ari ugutererana AI -  ahubwo ni ukugumana ubwigenge bwacu bwo kumenya mugihe tugifite inyungu mubushobozi bwa AI.  Urwego rwubwigenge  Bitekerezeho nka siporo ya siporo kubwonko bwawe.  Ntabwo wakwemerera robot gukora imyitozo yawe yose yumubiri, none kuki ureka AI igakora imitekerereze yawe yose?   Dore uko ikora:   1. Agace ka Solo  (Igitondo)  Ubwonko bwawe burashya mugitondo.   Tangira umunsi wawe niminota 30 yumurimo udafashijwe rwose: Koresha.  Andika inyandiko zawe za mbere  Gukemura ibibazo byawe bya mbere  Tegura umunsi wawe   Reka ubwenge bwawe bukore imbaraga zose   2. Zone yo Kuzamura  (Umunsi wo ku manywa)  Noneho AI ihinduka ikibanza cyawe, ntabwo igusimbuye:  Koresha mu gutunganya imirimo yawe irangiye  Emeza ibisubizo byawe  Reba ubundi buryo   Ongera ibyo umaze gukora   3. Agace kihuta  (Nyuma ya saa sita)  Nigihe AI ibaye umufatanyabikorwa wawe wo gutanga umusaruro:  Kora imirimo isanzwe  Fata inyandiko  Inkunga y'ubushakashatsi   Ihute, ntusimbuze  Kubikora    Kurikirana byose. Nkuko nabigize mubushakashatsi bwanjye bumaze icyumweru, komeza wandike: Dore igice cyingenzi:  Iyo ugeze kuri AI  Impamvu ugera kuri AI  Ibyo washoboraga gukora wigenga   Ukuntu byumvaga gusunika nta mfashanyo  Kwimuka kwawe    Dore rero icyo nshaka ko ukora ubu: Ubumenyi butagira ibikorwa ni imyidagaduro gusa.    Wabyanditse wenyine, cyangwa AI yafashije? Reba inyandiko yawe yanyuma ya imeri    wasabye inshuro zingahe ubufasha kubisubizo? Reba ubutumwa bwawe bwa vuba    Wishingikirije kuri AI kugirango utekereze? Ongera usubiremo imishinga yawe irihe  Noneho fata iyi mihigo:   Nta mfashanyo ya AI kuminota 30 yambere yakazi.   - ni gihamya yubwonko bwawe bwubaka imbaraga. Mu minsi irindwi iri imbere, tangira igitondo cyawe muri Solo Zone. Andika urugamba  Wibuke ko ubwonko bwawe butagabanuka kuko bwacitse.   Kandi ukabona guhitamo uko ibyo bisanzwe bisa. Nibyuma kuko bihuza nibisanzwe bisanzwe.  Ikibazo nyacyo ntabwo ari ukumenya niba AI izaba igice cyigihe kizaza - ni ukumenya niba tuzakomeza gushobora gutekereza neza, kwigenga mugihe duhisemo gutekereza ubwacu.   Ahari igihe kirageze cyo kwemeza ko dushobora.  Kubera ko Stanford yarangije? Ashobora kuba umwe muri twe mumyaka mike.  Cyangwa arashobora kuba umuhamagaro ukanguka udufasha gukomeza ubwigenge bwubwenge bwacu bitarenze.  Guhitamo ni ibyawe.  Uzakora iki nibitekerezo byawe bikurikira?  Kugeza mu cyumweru gitaha,  Scott 

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