Yintoni kufuneka uqhagamshelane ngokuzenzekelayo Ukucinga Ukucinga TL;DR: Qhagamshelana nathi xa usebenzisa izixhobo ze-AI. Ukukhusela ngokufanelekileyo kunokufumana iingxaki ezininzi ezininzi. TL;DR: Qhagamshelana nathi xa usebenzisa izixhobo ze-AI. Ukukhusela ngokufanelekileyo kunokufumana iingxaki ezininzi ezininzi. Ukuphendula Ndicinga iingcebiso ezininzi ngeveki kwaye ndingathanda ukuvelisa iingcebiso ezininzi kwinkqubo yam. Ukukhangisa Kwiintsuku, i-memo ye-internal ye-CEO ye-Shopify, i-Tobias Lutke, yaba i-viral. https://x.com/1909251946235437514?embedable=true Ukucinga Ukucinga TL;DR: I-memo inikezela abasebenzi we-Shopify ukuba ziyafumaneka kwi-AI tools. TL;DR: I-memo inikezela abasebenzi we-Shopify ukuba ziyafumaneka kwi-AI tools. Umgangatho we-AI ngoku kufanelekileyo Umgangatho we-AI ngoku kufanelekileyo Ukusetyenziswa ngempumelelo kwe-AI ayikho kwakhona kwi-Shopify; kuyinto imibuzo ye-base-line kumadlaleli bonke, ngaphandle kokufanelekileyo. Lokhu kubandakanya ukuguqulwa kwe-cultural kunye ne-operational. Ukusetyenziswa kwe-AI kufuneka isizathu Ukusetyenziswa kwe-AI kufuneka isizathu Abasebenzi kufuneka zibonise ukuba i-AI ayikwazi isetyenziswe ngaphambi kokubiza izixhobo ezininzi (isib. ukwandisa abasebenzi okanye ixesha). I-Stagnation ifumaneka njenge-Failure, kwaye abasebenzi kubandakanya ukuvelisa kunye nokuvavanya nge-AI ngokuqhelekileyo. AI kwi-Development Product AI kwi-Development Product I-AI kufuneka ifakwe kwiinyanga ezincinane (i-prototype phase) zeeprojekthi ze-GSD (get shit done). Le nqakraza yenzelwe ukukhuthaza kakhulu ukufundisa, ukuhlaziywa, kunye ne-team collaboration. Ukusabela Ukusabela Ukusabela Ukusabela I-Shopify ibandakanya ukusetyenziswa kwe-AI kwi-performance kunye ne-peer review criteria zayo, yenza ukusetyenziswa kwe-AI ingxenye yindlela yokubhalisa kunye nokukhwabanisa abasebenzi, kubandakanya i-leadership kunye ne-executive teams. Ndingathanda kwi-Shopify, kwaye ndingathanda kwi-company. Umgangatho Ndingathanda izixhobo ze-AI njengabaxhasi kunye nezixhobo ezininzi njenge-developer ye-software kunye ne-writer, kwaye ndingathanda kakhulu kubo. Ndingathanda i-AI kwiminyaka engama-10, ubhalisa malunga Ukwenza , kwaye usebenzisa izixhobo ezisemthethweni ukudala Ngathi Intelligent Intelligent I-AI-Assisted Refactoring ikhowudi Clean Ndiya kwakhona umnqweno weVibe Coding professional. Kwimeko Ukucinga , kunye neephepha ndiyibhale, ndiyabakhokela abantu ukuthatha izixhobo ze-AI kwaye usebenzise ngokubanzi (kucacisa). inkxaso iimveliso https://hackernoon.com/ai-coding-tools-are-bad-news-for-lazy-programmers?embedable=true Ndiyathanda iiyure ezimbini (ayikwazanga yayo): Ukucinga Ukucinga Uya kufuneka uqhagamshelane ngokuzenzekelayo. Uya kufuneka uqhagamshelane ngokuzenzekelayo. iimveliso Ukucinga Ukucinga I-AI ayikwazi ukuthatha umsebenzi wakho, kodwa umntu abasebenzisa uya kufumana; kufuneka uye kwenziwe ukuba umntu. I-AI ayikwazi ukuthatha umsebenzi wakho, kodwa umntu abasebenzisa uya kufumana; kufuneka uye kwenziwe ukuba umntu. (Ukuba unako ukufumana oku kwi Ukusuka kwi-conference) 53:40 ngexesha https://www.youtube.com/v/99GuXTIW0R4?embedable=true Ngaba ushiye izinto Kwiintsuku, ndingathanda ukwenza ezinye izifundo zendawo usebenzisa iPython. Ndicinga iimveliso kwi-25 iilwimi ezahlukileyo ze-programming kwaye awukwazi ukuyifaka yonke into kwi-local. Ngamanye amaxesha ndisebenzisa iintlobo ze-virtual machines, i-codelabs kunye Ukusebenza kwiwebhusayithi. Ukubala Kwiintsuku, ndingathanda ukufaka i-Python ngokukhawuleza kwi-locally (iingxaki ye-accidental). Iqala nge-idea elula: ukuvelisa izinto ezininzi. Ukucinga ixesha. Yenza smart. Kwaye ndiye ndingayifumana into ezininzi abantu abasebenza ngoku. AI wabelana ngokukhawuleza. I-Confident. Njengoko kwenziwa ezininzi iiyure ezidlulileyo. SPOILER: Ndingathanda ngentloko. Enye isicelo emva koko, inkqubo yam yokusebenza iye itshintshe. Yintoni iingxaki Kwimeko Izixhobo ze-10 zokusetyenziswa kakhulu kwi-AI programming. Ukucinga Code Ndingathanda nje ( ) yaye yandisa ukuba banikeze ezinye imiyalelo ukufaka i-Python kwi-Ubuntu yam. Ukucinga Ukucinga Ukucinga Nceda ufumane i-command ukufaka i-Python kwi-Ubuntu Nceda ufumane i-command ukufaka i-Python kwi-Ubuntu Kwiintsuku ezidlulileyo, ndicinga: Ukucinga Ukucinga hello, nceda ushiye umyalezo ukufaka i-Python kwi-Ubuntu hello, nceda ushiye umyalezo ukufaka i-Python kwi-Ubuntu Kodwa ngoku ndingathanda ukuba ama-tokens ezininzi zithunyelwe izinto ezininzi (kwamanzi, umzekelo), kwaye ndingathanda kumatshini ngakumbi. https://www.techradar.com/computing/artificial-intelligence/chatgpt-spends-tens-of-millions-of-dollars-on-people-playing-please-and-thank-you-but-sam-altman-says-its-worth-it?embedable=true Ukusabela ngokucacileyo kwaye ngokucacileyo: Ukucinga Ukucinga sudo apt update && sudo apt upgrade -y && sudo apt install python3 python3-pip -y sudo apt update && sudo apt upgrade -y && sudo apt install python3 python3-pip -y Ndingathanda ukucacisa. Ngaba usebenzisa i-Linux iminyaka engaphezu kwama-20. Ndingathanda i-password yam mechanically (ngokusebenzisa i-sudo ukufaka i-pip), kwaye waya ukutya. Xa ndibuyela, i-terminal ibonisa iindidi ezininzi ezininzi zeengxaki. Yinto emangalisayo. Ndingathanda nje ukufaka i-Python (kuquka i-pip, nto leyo i-package manager). I-problem ( njengoko ungayifumana ngexesha elide) yaba le ngxaki olungabikhoyo: Ukucinga Ukucinga sudo apt ukuhlaziywa -y sudo apt ukuhlaziywa -y Yintoni i-upgrade (and bricked) i-computer yam. I-ChatGPT ilungise ukuba kuqala ukuhlaziywa kwinkqubo yokuVavanyelwa. Ndingathanda ukuba ukugcina inkqubo yokuVavanyelwa iyiphi imiphumo efanelekileyo ukufumana iinkcukacha ezintsha, kodwa oku kufuneka uqhagamshelane, ukuba i-backup efanelekileyo, kwaye akuyona into efanelekileyo. Umgangatho wahlala, kwaye ndiya kwakhona. Ukucinga ngokugqithisileyo kwi-command (and a question to other IAs) iya kukunika isibuyekezo (and safer): Ukucinga Ukucinga sudo apt ukucaciswa sudo apt ukucaciswa Yintoni oku kutyelela kwakhona? Ndingathanda kakhulu kwi-Ubuntu. Ndingathanda ngokupheleleyo ukufumana i-forum okanye i-googling (ngaba u-googles nayiphi na into namhlanje, BTW?). Ndingathanda kwakhona ukuba awufunayo i-AI ngokufanelekileyo, kwaye ndiyifunayo Ndicinga. Zonke iimveliso Ndingathanda ukuba oku kuthatha umntu efana nami. Yintoni i-Reptiles Umlilo wethu umlawuli we-efficiency. Yonke imibuzo ethatha i-energy, ngoko i-part ye-brain yethu, i-so-called "reptilian brain", iye yandiswa ukuze yenzelwe ukhuseleko, ngaphandle kokufunda. Yintoni kufuneka imiphumo eshushu, inxaxheba ezincinane, kunye ne-zero i-sugar waste. Yintoni ndiyabandakanya i-delegation. Kodwa oku kuthatha ukuba into ukuba uxhumane kuyinto umatshini? Ngaba usebenzise ngosuku zonke: Uyafuna imiyalezo ze-GPS ngaphandle kokufunda, ukhuseleko kwi-autocomplete ukufinyelela iingcebiso zakho, kwaye uqhagamshelane iinjini ye-recommendation ukuba uqhagamshelane, ukuthenga, okanye ukucinga. Ukusuka kwi-surface, oku kubonakala njenge-comfort. Phantsi, yinto i-biological shortcut. Izixhobo zayo zokusungula iingcebiso zayo zihlanganisa. Ukunciphisa ukunyanga, iingcebiso zihlanganisa iingcebiso apho kunokwenzeka. I-Routines kunye ne-heuristics ibonelela ukuba usebenza kwihlabathi elifutshane ngaphandle kokuphumelela. Kodwa xa le ye-reflexe ye-primitive ithatha i-control, unako ukutshintsha ukuba "ngoko ke?" - yaye ngexesha leyo iingxaki zithuba. I-Illusion ye-Competence Enye yeziphumo ezinzima ze-AI ye-delegation yi-illusion ye-competence. A machine that speaks eloquently, formats correctly, or generates working code appears smart. Sometimes smarter than you. Kodwa phantsi kwePolish kungabangela isisombululo engapheliyo, ukucaciswa kwangaphambili, okanye kwakhona iinkcukacha ezincinane. Ngaba awukwazi ukufumana, ngenxa yokuba i-cognitive laziness yakho isixeko. Uyakwazi ukufikelela ngokugqithisileyo ngenxa yokuba "ngokunxibelelana ngokugqithisileyo." I-part ye-brain yakho ye-analytical - i-prefrontal cortex yakho - ayikho. Yintoni ngexesha iinkcukacha zithunyelwe, iingxaki zithunyelwe, iingxaki zithunyelwe, kunye neenkqubo zithunyelwe. I-delegation ngaphandle kwe-accounting I-cost ye-human of faulty AI decisions is already here: abantu abalandeli ukhuseleko lwezempilo, abalandeli njenge-fraudulent, okanye abalandeli ngokusekelwe iingcebiso ze-algorithmic. Kwiimeko ezininzi, ingozi elidlulileyo ayikho kuphela i-AI – kuyinto ukusetyenziswa okuzenzakalelayo kwimveliso yayo. Xa uqhagamshelane isisombululo kwi-system ungenza kwaye ungenza, ungenza i-agentship. Indawo engaphezulu: ungenza i-accountability. "I-algorithm said so" yenza i-shield. Kodwa kungekho. Indlela yokuthintela i-reptile ngaphakathi kwakho Delegation ayikho ngokwemvelo evamile. Kodwa kufuneka uyenze ngokufanelekileyo. Oku kuthetha: Ukucinga Ukucinga Ukucinga Ukucinga Ukubuyekeza i-output ye-AI ye-AI esebenzayo, ikakhulukazi iingxaki ezincinane Ukunyaniseka iinkcukacha kwinkqubo ufumane Ukuvumelana nenkxaso, nangona izixhobo zithembisa Nceda uxhomekeke: Ukucinga Ukucinga Ngaba ndingathanda oku ngenxa yokusebenza - okanye ngenxa yokuzonwabisa?" Ngaba ndingathanda oku ngenxa yokusebenza - okanye ngenxa yokuzonwabisa?" Oku kuphela ingxaki inokukwazi ukuqhuba ubunzulu wakho olusebenzayo. Ukucinga Umzimba wakho ufuna ukuhambisa. Ngaba kuthetha ukuba i-software yakho isebenza, i-model yakho iyathembekile, okanye i-report yakho iyathembekile. Yintoni ndifuna kuphela ukunceda. Oku kwenziwa kakuhle kwi-jungle. Kodwa akukho kwihlabathi apho izixazululo ziquka iimiphumo ze-digital. I-delegation ngaphandle kwe-screening ayikho yi-efficiency. Yinto i-abdication. Kwaye uma ungenza ukulawula izixazululo zakho, umntu - okanye into - uya.

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