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I-Stanford Grad Ekhohlwe Ukucabanga Kanjaninge@scottdclary
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I-Stanford Grad Ekhohlwe Ukucabanga Kanjani

nge Scott D. Clary8m2024/12/24
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Kude kakhulu; Uzofunda

I-Brain's Brain yase-Stanford Yaqala Ukungadlali Ekudleni Kwasemini ngoba wayethembele ku-ChatGPT ukuze aqedele imicabango yakhe. Sibuka izimpawu zokuqala zalokho okwenzekayo lapho izingqondo zabantu ziqala ukukhipha inqubo yabo yokucabanga. Iningi lethu aliboni nokuthi siyingxenye yocwaningo.
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Ingqondo ka-Stanford Grad Yaqala Ukubhufa ngesikhathi Sesidlo sasemini

Ngibone i-tweet ethokozisayo evela ku-Greg Isenberg izolo engimise endleleni yami.


Uchaze ukudla kwasemini nomfundi waseStanford oneminyaka engu-22 owayelokhu emile maphakathi nomusho, efuna amagama ayisisekelo. Akuwona amagama ayinkimbinkimbi noma i-jargon yemboni - silulumagama sansuku zonke. Isizathu? I-grad yayincike kakhulu ku-ChatGPT eqeda imicabango yakhe kangangokuthi ingqondo yakhe yazizwa "ihamba kancane" ngaphandle kwayo.


Lokho kubuka kwangishaya njengethani lezitini. Hhayi ngoba bekumangaza, kodwa ngoba ekugcineni ibeke amagama entweni ebengiyiqaphela yonke indawo kodwa engingakwazi ukuyisho.


Cabanga ngalokhu kuqhubekela phambili:


Eminyakeni emithathu edlule , besiphikisana ngokuthi i-AI ingakwazi yini ukubhala imisho ehambisanayo.


Eminyakeni emibili edlule , samangala ngekhono le-GPT-3 lokuqedela imicabango yethu.


Ngonyaka odlule , saqala ukusebenzisa i-ChatGPT kuma-imeyili nemibiko.


Manje? Sibuka izimpawu zokuqala zalokho okwenzekayo lapho izingqondo zabantu ziqala ukukhipha inqubo yabo yokucabanga.


Futhi leyo grad yaseStanford? Uyi-canary emayini yamalahle engqondo.


Lena akuyona nje enye indaba mayelana ne-AI eshintsha indlela esisebenza ngayo. Akukhona mayelana nokukhiqiza noma okuzenzakalelayo noma ikusasa lemisebenzi. Lokhu kumayelana nokuthile okubaluleke kakhulu: indlela ubuchopho bethu obuzivumelanisa ngayo nezimo - noma mhlawumbe ukuzinikela - kubuhlakani bokwenziwa.


Emizuzwini embalwa ezayo, ngizokufaka phakathi kwalesi simo. Sizobheka:

  • Intengo efihliwe esiyikhokhelayo ngokucabanga okusizwa yi-AI
  • Lokhu kungawashintsha kanjani amandla engqondo esizukulwane sonke
  • Okuvezwa izinombolo mayelana nokuthembela kwethu okukhulayo
  • Esingakwenza ukuvikela ukuzimela kwethu kwengqondo


Kodwa okokuqala, udinga ukuqonda okuthile okubalulekile: Senza isilingo esikhulu sokuqala sokwazi komuntu emlandweni, futhi akekho osayine ifomu lemvume.


Ingxenye esabisa kakhulu? Iningi lethu aliboni nokuthi siyingxenye yocwaningo. Simatasa kakhulu sicela i-AI ukuthi isisize sibhale ama-imeyili, sixazulule izinkinga, futhi siqedele imicabango yethu ukuze sibone ukuthi ishintsha kanjani indlela esicabanga ngayo lapho i-AI ingekho.


Futhi yilapho indaba yethu iqala khona ngempela...


Ngoba engakuthola lapho ngiqala ukunaka amaphethini ami okusebenzisa i-AI kwakungamangalisi nje - kwakwethusa. Kodwa ukuze siqonde ukuthi kungani, kudingeka sibheke ezinye izinombolo okungekho noyedwa wethu ozilandelelayo.

Izindleko Ezifihliwe Zokuncika Kwedijithali

Ngemva kokubona i-tweet kaGreg, nganquma ukwenza okuthile okwakuzoshintsha indlela engangibubona ngayo ubuhlobo bami ne-AI unomphela. Ngaqala ukulandelela njalo lapho ngithola usizo lokwenziwa.


Imiphumela yangishaqisa.


Ngeviki elilodwa nje:


NgoMsombuluko: Ukuqedwa kwe-37 AI kwama-imeyili ayisisekelo

ULwesibili: Izicelo ezingama-42 zokukhetha amagama angcono

NgoLwesithathu: Izikhathi ezingama-28 icela i-AI ukuthi "yenze lokhu kuzwakale kangcono"

ULwesine: imibuzo engu-51 mayelana nendlela yokuphendula imilayezo

NgoLwesihlanu: Izikhathi ezingama-44 zokucela usizo lokuchaza imiqondo


Lokho izikhathi ezingu-202 ngesonto elilodwa lapho ngikhiphe khona inqubo yami yokucabanga. Izikhathi ezingamakhulu amabili nambili lapho bengingaqinisa khona imisipha yami yengqondo kodwa ngakhetha ukulingana kwengqondo nokuthatha ikheshi esikhundleni sezitebhisi.


Futhi nansi ingxenye esabisa ngempela: Ngizithatha njengomsebenzisi we-AI oqaphelayo.

Izibalo ze-Mental Atrophy

Ake sikubeke ngombono lokhu.


Cabanga ngenani lezinselelo zokuthola amagama obhekana nazo nsuku zonke. Lezo zikhathi ezincane lapho udinga ukucabanga ngegama elilungile, hlela umusho, noma uthuthukise umbono. Isilinganiso esilandelanayo sikubeka cishe ezimweni eziyi-100.


Ngaphambi kwe-AI , uzixazulule ngokwakho, uqinisa izindlela ze-neural isikhathi ngasinye. Nge-AI , ungase ukhiphe u-70 walezi zikhathi ku-ChatGPT.


Yenza izibalo: Ngaphezu konyaka, lokho kungu-25,550 ukuvivinya ingqondo okumbalwa. Kodwa izinombolo zikhuluma ingxenye yendaba kuphela. Yilokho okwenzeka ngaphakathi kwengqondo yakho phakathi nalezi zikhathi ezibalulekile.


Uma uzama ukuthola igama elilungile, ingqondo yakho:

  • Yenza kusebenze inethiwekhi yakho yamagama
  • Icabangela umongo nezincazelo
  • Ihlola ukuguquguquka kwemizwelo
  • Icubungula imithelela yamasiko
  • Ikala ezinye izinketho


Lokho kungamazinga amahlanu okucubungula kwengqondo kumsebenzi owodwa olula wokuthola amagama. Uma ukhiphela lokhu ku-AI, awugcini nje ukweqa umsebenzi owodwa wengqondo - weqa wonke ama-neural Workout.

Iphethini Iyavela

Okuqala njengokulula ngokushesha kuba ukuncika. Ngibuke le phethini yenzeka ngesikhathi sangempela lapho umkopishi omkhulu - othile onolwazi lweminyaka engu-15 - echitha imizuzu engu-20 ecela i-ChatGPT ukuthi ithuthukise i-imeyili enemisho emibili eqenjini lakhe.


Cabanga ngalokho. Umbhali oyingcweti, onobuchwepheshe obungaphezu kweminyaka eyishumi, wayengasathembi ikhono lakhe lokubhala imisho emibili.


Lokhu akusekona nje ngokubhala. Kumayelana nokuthi kwenzekani ezingqondweni zethu lapho siyeka ukuzisebenzisa. Futhi imiphumela isiqala ukubonakala yonke indawo lapho ngibheka khona.


Engizokwabelana ngakho ngokulandelayo akukhona nje ukukhathazayo - kuwucingo oluvusa amadlingozi mayelana nezindlela ezine ezilimazayo lokhu kukhishwa kwengqondo okuklama kabusha izingqondo zethu, umsebenzi wethu, kanye nobudlelwano bethu.


Futhi uma usuwabonile la maphethini, awukwazi ukuwabona...

Imiphumela Emine Elimazayo

Engizokwabelana ngakho kungase kukwenze ungakhululeki. Hhayi ngoba kushaqisa, kodwa ngoba cishe uzowabona la maphethini kuwe nakwabanye abaseduze nawe.


Ngemva kwezinyanga zokubuka kanye nezingxoxo ezingenakubalwa nochwepheshe kuzo zonke izimboni, ngithole imiphumela elimazayo emine yokuthembela kwethu okukhulayo ku-AI. Ngayinye yakhela phezu kwezinye, idala ukujiya okuya phansi okunzima kakhulu ukuphunyuka.

1. I-Confidence Spiral

Iqala ngobuqili. Uyangabaza ukuthi okusalungiswa kwakho kokuqala kwanele, ngakho ucela i-AI ukuthi iyithuthukise. Inguqulo ye-AI izwakala ishelela, isezingeni eliphezulu. Ngakho ngokuzayo, ufinyelela ku-AI ngokushesha.


Kungakabiphi, awusebenzisi nje i-AI ukupholisha umsebenzi wakho - uyisebenzisela ukuqala umsebenzi wakho. Bese ucabanga ngomsebenzi wakho. Bese unquma ukuthi umsebenzi udinga ukwenziwa nhlobo.


Ngaso sonke isikhathi uma ulandela i-AI, ukuzethemba kwakho emakhonweni akho kucekela phansi kancane. I-spiral iyaqina.

2. Intela Yokudala

Lapha kulapho izinto ziba nentshisekelo khona. Ungase ucabange ukuthi i-AI ithuthukisa ubuhlakani bakho ngokukunikeza imibono nemibono emisha. Kodwa kukhona okunye okwenzekayo ngaphansi.


Imisipha yokucabanga yobuchopho bakho iba buthaka. Ukucabanga kwasekuqaleni kuba nzima. Uzithola usufanisa iphethini esikhundleni sokudala.


Izwi lakho eliyingqayizivele - leli olichithe iminyaka ulithuthukisa - liqala ukuzwakala njengokuxhumana kwawo wonke umuntu okuthuthukisiwe kwe-AI.


Akukhona nje ukuthi siya ngokuya sincipha. Sesiya ngokuya singakwazi ukubona ubuhlakani bethu uma kwenzeka.

3. Ibhulokhi yokuFunda

Lokhu kungase kube umphumela ocashile kunayo yonke. Uma weqa umzabalazo okhiqizayo wokuthola izinto, uphuthelwa imininingwane evela ekuxazululeni izinkinga. Ikhono lakho lokufunda amakhono amasha ngaphandle kosizo liyehla.


Cabanga ngokufunda ukudlala insimbi yomculo. Ukukhungatheka kokushaya amanothi angalungile kuyingxenye yokuthuthukisa inkumbulo yemisipha. Manje ake ucabange uma i-AI ingadlala inothi elihle ngaso sonke isikhathi uma udonsa kanzima. Ingabe uyoke ufunde ngempela ukudlala?


Isisekelo sokufunda esikhathini esizayo siwohloka ngaphansi kwezinyawo zakho. Futhi ungase ungaboni kuze kube yilapho udinga ukuma kuso.

4. Umthelela Wezenhlalakahle

Yilapho ukwehla kwengqondo yomuntu siqu kuba inkinga ehlangene. Ingxoxo yesikhathi sangempela iba inselele kakhulu. Amakhono emvelo okucubungula ulimi ayehla. Ukuxhumana phakathi komuntu nomuntu kuzwakala kunzima.


Ngikubona emihlanganweni. Abantu bayazabalaza ukuthola amagama ngaphandle kwabasizi babo be-AI. Athi ukuma kancane phakathi nomusho, afinyelele amafoni angekho. Ukuxhumana okuyiqiniso kuhlupheka ngezindlela esiqala ukuziqonda.

Izindleko Ezihlangene

Kwenzekani lapho isizukulwane sonke sikhula nala maphethini? Lapho abafundi bengalokothi bafunde ukubhala ngaphandle kosizo lwe-AI? Lapho ochwepheshe bengalokothi bahlakulele ukuzethemba emakhonweni abo angasizwanga?


Sesizokuthola. Ngaphandle kwalapho...


Kukhona indlela yokugcina ukuzimela kwethu kwengqondo kuyilapho sisazuza emandleni e-AI. Kodwa kudinga okuthile iningi lethu ebelikade lingakwenzi: ukungenelela ngokuqaphela emaphethini ethu okuqonda.


Futhi yilokho kanye engizokukhombisa khona ngokulandelayo...

Ukuthola Indlela Yethu Emuva

Uyakhumbula lowo mfundi othweswe iziqu eStanford engikhulume ngawo ekuqaleni? Ungafani naye. Udinga ukwenza isinqumo esizoshintsha ubudlelwano bakho ne-AI unomphela. Udinga ukuqala ukuphatha ingqondo yakho njengoba umsubathi ephatha umzimba wakhe - ngokuzivocavoca ngenhloso, izikhathi zokuphumula, kanye nohlelo lokuqeqeshwa.


Ngihlale phansi namhlanje ntambama futhi ngaqala ukwakha uhlelo. Akukhona mayelana nokulahla i-AI - kumayelana nokugcina ukuzimela kwethu kwengqondo kuyilapho sisazuza emandleni e-AI.

I-Independence Framework

Kucabange njengomkhuba wokuzivocavoca kwengqondo yakho. Ubungeke uvumele irobhothi ukuthi lenze zonke izivivinyo zakho zomzimba, pho kungani uvumela i-AI yenze zonke izingqondo zakho?


Nansi indlela esebenza ngayo:


1. I-Solo Zone (Ekuseni)


Ubuchopho bakho busha kakhulu ekuseni. Yisebenzise. Qala usuku lwakho ngemizuzu engama-30 yomsebenzi ongasizwa nhlobo:

  • Bhala okusalungiswa kwakho kokuqala
  • Xazulula izinkinga zakho zokuqala
  • Hlela usuku lwakho
  • Vumela ingqondo yakho isebenze ngamandla aphelele


2. Indawo Ethuthukisiwe (Midday)


Manje i-AI isiphenduka indawo yakho, hhayi indawo yakho:

  • Yisebenzise ukuze ucwenge umsebenzi wakho owuqedile
  • Qinisekisa izixazululo zakho
  • Cabangela ezinye izindlela zokubheka izinto
  • Thuthukisa lokho osuvele ukudalile


3. Indawo Yokusheshisa (Ntambama)


Kulapho i-AI iba nguzakwethu wokukhiqiza:

  • Phatha imisebenzi evamile
  • Fometha amadokhumenti
  • Ukwesekwa kocwaningo
  • Sheshisa, ungafaki esikhundleni

Ukwenza Kusebenze

Nansi ingxenye ebalulekile: Landelela yonke into. Njengoba nje ngenza ocwaningweni lwami lweviki lonke, gcina ilogi la:

  • Lapho ufinyelela ku-AI
  • Kungani ufinyelela ku-AI
  • Yini obungayenza ngokuzimela
  • Kwakunjani ukudlula ngaphandle kosizo

Ukuhamba Kwakho

Ulwazi ngaphandle kwesenzo luwukuzijabulisa nje. Ngakho nakhu engifuna ukwenze njengamanje:

  1. Bheka okusalungiswa kwakho kwe-imeyili kokugcina Ingabe uzibhalele wena, noma i-AI yasiza?
  2. Hlola imilayezo yakho yakamuva Kukangaki ucela usizo lwe-AI ngezimpendulo?
  3. Buyekeza amaphrojekthi akho amanje Uncike kuphi ku-AI ukuze ucabange?


Bese wenza lokhu kuzibophezela: Ezinsukwini eziyisikhombisa ezilandelayo, qala ukusa ku-Solo Zone. Alukho usizo lwe-AI lwemizuzu yokuqala engama-30 yomsebenzi. Bhala phansi umshikashika - kuwubufakazi bokuthi ingqondo yakho ivuselela amandla ayo.


Khumbula, ingqondo yakho ayibhafa ngoba iphukile. Iyabhafa ngoba ijwayelana nokujwayelekile okusha. Futhi uthola ukunquma ukuthi lokho okuvamile kubukeka kanjani.


Umbuzo wangempela akukona ukuthi i-AI izoba yingxenye yekusasa lethu yini - ukuthi sizohlala yini sinekhono lomcabango ocacile, ozimele lapho sikhetha ukuzicabangela thina.


Mhlawumbe yisikhathi sokuqinisekisa ukuthi singakwazi.


Ngoba lowo mfundi waseStanford? Angaba yinoma yimuphi phakathi kwethu eminyakeni embalwa. Noma angaba isixwayiso esisisiza ukuba silondoloze ukuzimela kwethu kwengqondo ngaphambi kokwephuza.


Ukuzikhethela kungokwakho. Uzokwenzani ngomcabango wakho olandelayo?


Kuze kube yisonto elizayo,

Scott