Ukubophelela i-GPT-n Ukuphucula inkqubo yoPhuhliso lwe-Qlik

Njengoko usazi, iqela lam kunye nam sizise kuluntu lwe-Qlik ulwandiso lwesiphequluli esidibanisa i-Qlik kunye ne-Git ukugcina iinguqulelo zedeshibhodi ngaphandle komthungo, ukwenza i-thumbnails yeedeshibhodi ngaphandle kokutshintshela kwezinye iifestile. Ngokwenza njalo, sigcina abaphuhlisi be-Qlik ixesha elibalulekileyo kunye nokunciphisa uxinzelelo lwemihla ngemihla.

Ndihlala ndijonge iindlela zokuphucula inkqubo yophuhliso lwe-Qlik kunye nokwandisa iindlela zemihla ngemihla. Yiyo loo nto kunzima kakhulu ukunqanda esona sihloko sine-hyped, i-ChatGPT, kunye ne-GPT-n, nge-OpenAI okanye iModeli yoLwimi olukhulu ngokufanayo.

Masitsibe inxalenye malunga nendlela iiModeli zoLwimi oMkhulu, i-GPT-n, zisebenza ngayo. Endaweni yoko, unokubuza i-ChatGPT okanye ufunde eyona nkcazo yomntu nguSteven Wolfram.

Ndiza kuqala kwi-thesis engathandwayo, "I-GPT-n Generated Insights evela kwidatha yi-Curiosity-Quenching Toy," kwaye emva koko sabelane ngemizekelo yokwenyani apho umncedisi we-AI esisebenza kuye angakwazi ukwenza imisebenzi yesiqhelo, ixesha lokukhulula ukuze libe nzima ngakumbi. uhlalutyo kunye nokwenza izigqibo kubaphuhlisi / abahlalutyi be-BI.

Umncedisi we-AI ukususela ebuntwaneni bam

Musa ukuyivumela i-GPT-n Ikukhohlise

… kuthetha nje izinto “ezivakala kakuhle” ngokusekelwe kwinto “ebevakala ngathi” kwizinto zayo zoqeqesho. © USteven Wolfram

Ke, uncokola neChatGPT imini yonke. Kwaye ngequbuliso, ingcinga eqaqambileyo ithi qatha engqondweni: "Ndiza kukhuthaza i-ChatGPT ukuba ivelise ulwazi olusebenzayo kwidatha!"

Ukondla imifuziselo ye-GPT-n usebenzisa i-OpenAI API nayo yonke idatha yeshishini kunye neemodeli zedatha sisilingo esikhulu sokufumana ulwazi olusebenzayo, kodwa nantsi eyona nto ibalulekileyo - umsebenzi ophambili weModeli yoLwimi olukhulu njenge-GPT-3 okanye ngaphezulu kukuqonda indlela ukuqhubeka nesiqwenga sokubhaliweyo esinikiweyo. Ngamanye amazwi, “Ilandela ipateni” yoko kuphandle kwiwebhu nakwiincwadi nezinye izinto ezisetyenziswa kuyo.

Ngokusekwe kule nyaniso, zintandathu iingxoxo ezinengqiqo zokuba kutheni i-GPT-n ivelisa ulwazi oluyithoyi nje yokuthomalalisa umdla wakho kunye nomboneleli wepetroli wembono yejenereyitha ebizwa ngokuba yingqondo yomntu:

1. I-GPT-n, i-ChatGPT inokuvelisa iingqiqo ezingabalulekanga okanye ezinentsingiselo ngenxa yokuba ayinayo imeko efunekayo yokuqonda idatha kunye ne-nuances yayo-ukungabikho komxholo.
2. I-GPT-n, i-ChatGPT inokuvelisa ulwazi olungachanekanga ngenxa yeempazamo kwi-data processing okanye i-algorithms ephosakeleyo - ukungabikho kokuchaneka.
3. Ukuxhomekeka kuphela kwi-GPT-n, i-ChatGPT yokuqonda inokubangela ukungabikho kokucinga okunzulu kunye nohlalutyo oluvela kwiingcali zabantu, ezinokukhokelela kwizigqibo ezingalunganga okanye ezingaphelelanga - ukuxhomekeka ngokugqithisileyo kwi-automation.
4. I-GPT-n, i-ChatGPT inokuvelisa ingqiqo ecalucalulo ngenxa yedatha eyayiqeqeshwe kuyo, enokuthi ikhokelele kwiziphumo ezinobungozi okanye ezicalulayo - umngcipheko wokukhetha.
5. I-GPT-n, i-ChatGPT inokungabikho ukuqonda okunzulu kweenjongo zoshishino kunye neenjongo eziqhuba uhlalutyo lwe-BI, ezikhokelela kwiingcebiso ezingahambelani nesicwangciso esipheleleyo - ukuqonda okulinganiselwe kweenjongo zoshishino.
6. Ukuthembela kwidatha ebalulekileyo yezoshishino kunye nokwabelana ngayo "ngebhokisi elimnyama" elinokuzifundela liya kubangela ingcamango kulawulo lwe-TOP iintloko eziqaqambileyo ozifundisayo okhuphisana nabo ukuba baphumelele njani - ukungabi nathemba. Sasisele siyibonile le nto xa i-database yokuqala yefu efana ne-Amazon DynamoDB yaqala ukubonakala.

Ukubonisa ubuncinci ingxoxo enye, makhe sijonge ukuba i-ChatGPT inokuvakala ikholisa njani. Kodwa kwezinye iimeko, ayilunganga.

Ndiza kucela i-ChatGPT ukusombulula ukubala okulula kwe-965 * 590 kwaye emva koko ndiya kuyicela ukuba ichaze iziphumo ngenyathelo.

568 350?! OOPS... kukho into engahambi kakuhle.

Kwimeko yam, i-hallucination yaphuka kwimpendulo ye-ChatGPT kuba impendulo ye-568,350 ayilunganga.

Masenze udubulo lwesibini kwaye sicele i-ChatGPT ichaze iziphumo ngokuthe ngcembe.

Ngunzamo omhle! Kodwa akulunganga...

I-ChatGPT izama ukucenga kwingcaciso yenyathelo nenyathelo, kodwa ayilunganga.

Umongo ubalulekile. Masizame kwakhona kodwa sondle ingxaki efanayo ngomyalelo “wokwenza njenge …”.

IBHAYINGO! 569 350 yimpendulo echanekileyo

Kodwa le yimeko apho uhlobo lwe-generalization umnatha we-neural unokwenza lula - yintoni i-965 * 590 - ayiyi kwanela; i-algorithm yokwenene yokubala iyafuneka, hayi indlela esekwe kumanani-nkcazo.

Ngubani owaziyo… mhlawumbi i-AI isandula kuvumelana nootitshala bezibalo kwixesha elidlulileyo kwaye ayisebenzisi isixhobo sokubala de ibe ngamabakala aphezulu.

Ekubeni i-prompt yam kumzekelo wangaphambili iqondile, unokubona ngokukhawuleza ubuxoki bempendulo evela kwi-ChatGPT kwaye uzame ukuyilungisa. Kodwa kuthekani ukuba i-hallucination iphumela ekuphenduleni imibuzo efana nale:

1. Ngowuphi umthengisi osebenza kakhulu?
2. Ndibonise iNgeniso yekota yokugqibela.

Inokusikhokelela kwi-HALLUCINATION-DRIVEN DECISION making, ngaphandle kwamakhowa.

Ewe kunjalo, ndiqinisekile ukuba uninzi lweengxoxo zam ezingentla aziyi kuba namsebenzi kwiinyanga ezimbalwa okanye iminyaka ngenxa yophuhliso lwezisombululo ezigxile kumxinwa kwicandelo le-Generative AI.

Ngelixa ukulinganiselwa kwe-GPT-n akufuneki kuhoywe, amashishini asenokwenza inkqubo yohlalutyo eyomelele ngakumbi kwaye esebenzayo ngokunyusa amandla abahlalutyi bomntu (kuyahlekisa ukuba kufuneka ndiqaqambise UMNTU) kunye nabancedisi be-AI. Ngokomzekelo, khawucinge ngemeko apho abahlalutyi babantu bezama ukuchonga izinto ezifak’ isandla ekurhwebeni kwabathengi. Ukusebenzisa abancedisi be-AI abaxhaswe yi-GPT-3 okanye ngaphezulu, umhlalutyi unokukhawuleza ukuvelisa uluhlu lwezinto ezinokuthi zibe khona, ezifana nexabiso, inkonzo yabathengi, kunye nomgangatho wemveliso, emva koko uvavanye ezi ngcebiso, uhlolisise idatha ngakumbi, kwaye ekugqibeleni uchonge ezona zinto zibalulekileyo. oko kuqhuba i-churn yabathengi.

NDIBONISE IIMIBHALO EFANA NOMNTU

UHLALUTYI LWABANTU wenza ingcebiso kwi-ChatGPT

Umncedisi we-AI unokusetyenziselwa ukwenza imisebenzi oyisebenzisayo iiyure ezininzi uyenzayo ngoku. Kucacile, kodwa makhe sijonge ngakumbi kwindawo apho abancedisi be-AI abaxhaswa yiMifuziselo yeeLwimi ezinkulu njenge-GPT-3 nangaphezulu bavavanywa kakuhle — bevelisa imibhalo efana nomntu.

Kukho iqela labo kwimisebenzi yemihla ngemihla yabaphuhlisi be-BI:

1. Iitshathi zokubhala, izihloko zamaphepha kunye neenkcazo. I-GPT-3 nangaphezulu ingasinceda ukuba sivelise izihloko ezifundisayo nezimfutshane ngokukhawuleza, ukuqinisekisa ukuba umfanekiso wethu wedatha kulula ukuyiqonda kwaye ujonge abenzi bezigqibo kunye nokusebenzisa "isenzo njenge.." ngokukhawuleza.
2. Amaxwebhu ekhowudi. Nge-GPT-3 nangaphezulu, sinokwenza ngokukhawuleza ukwenza iziqwengana zekhowudi ezibhalwe kakuhle, nto leyo eyenza kube lula kumalungu eqela lethu ukuqonda nokugcina ikhowudi yekhowudi.
3. Ukudala izinto eziphambili (isichazi-magama seshishini). Umncedisi we-AI unokuncedisa ekwakheni isichazi-magama esibanzi seshishini ngokubonelela ngeenkcazo ezichanekileyo nezicacileyo kwiinkcukacha ezahlukeneyo, ukunciphisa ukungaqondakali, kunye nokukhuthaza unxibelelwano olungcono lweqela.
4. Ukudala i-thumbnail enomtsalane (izigqubuthelo) zamaphepha/iibhodi ezikwi-app. I-GPT-n inokuvelisa izithonjana ezibandakanyayo nezibukekayo, iphucula amava omsebenzisi kwaye ikhuthaze abasebenzisi ukuba baphonononge idatha ekhoyo.
5. Ukubhala iifomula zokubala ngokucwangcisa-uhlalutyo lwamabinzana kwi-Qlik Sense / imibuzo ye-DAX kwi-Power BI. I-GPT-n inokusinceda siqulunqe ezi nkcazo kunye nemibuzo ngokufanelekileyo, ukunciphisa ixesha elichithwe kwiifomula zokubhala kunye nokusivumela ukuba sigxininise kuhlalutyo lwedatha.
6. Ukubhala imibhalo yomthwalo wedatha (ETL). I-GPT-n inokunceda ekudaleni izikripthi ze-ETL, ukuguqulwa kwedatha ngokuzenzekelayo, kunye nokuqinisekisa ukuhambelana kwedatha kuzo zonke iinkqubo.
7. Ukulungisa iingxaki kwidatha kunye nemiba yesicelo. I-GPT-n inokubonelela ngeengcebiso kunye nokuqonda ukunceda ukuchonga imiba enokubakho kwaye inike izisombululo zedatha eqhelekileyo kunye neengxaki zesicelo.
8. Ukuthiywa ngokutsha kwemimandla ukusuka kwezobugcisa ukuya kwishishini kwiModeli yeDatha. I-GPT-n ingasinceda siguqulele amagama obugcisa kulwimi lweshishini olufikelelekayo, nto leyo eyenza ukuba imodeli yedatha ibe lula ukuyiqonda kwabo bachaphazelekayo abangengobachwephesha ngokucofa okumbalwa.

Abancedisi be-AI abaxhaswe ziimodeli ze-GPT-n banokusinceda ukuba sisebenze ngakumbi kwaye siphumelele emsebenzini wethu ngokuzenzekela imisebenzi yesiqhelo kunye nokukhulula ixesha lohlalutyo olunzima ngakumbi kunye nokwenza izigqibo.

Kwaye le yindawo apho ukwandiswa kwesikhangeli sethu seQlik Sense kunokuhambisa ixabiso. Silungiselele ukukhutshwa okuzayo - komncedisi we-AI, oza kuzisa izihloko kunye nenkcazo yesizukulwana kubaphuhlisi be-Qlik kwi-app ngelixa bephuhlisa ii-apps zohlalutyo.

Ukusebenzisa i-GPT-n ehlanjululweyo nge-OpenAI API kule misebenzi yesiqhelo, abaphuhlisi be-Qlik kunye nabahlalutyi banokuphucula kakhulu ukusebenza kwabo kwaye banike ixesha elingakumbi kuhlalutyo olunzima kunye nokwenza izigqibo. Le ndlela yokusebenza ikwaqinisekisa ukuba sisebenzisa amandla e-GPT-n ngelixa sinciphisa imingcipheko yokuxhomekeka kuyo kuhlalutyo olubalulekileyo lwedatha kunye nokuveliswa kwengqiqo.

isiphelo

Ukuqukumbela, ndivumele, ndivumele i-ChatGPT:

Ukuqaphela zombini izithintelo kunye nokusetyenziswa okunokwenzeka kwe-GPT-n ngaphakathi komongo we-Qlik Sense kunye nezinye izixhobo zobuntlola beshishini kunceda imibutho ukuba yenze uninzi lwale teknoloji ye-AI inamandla ngelixa inciphisa iingozi ezinokubakho. Ngokukhuthaza intsebenziswano phakathi kwe-GPT-n-generated insights kunye nobuchule bomntu, imibutho inokudala inkqubo yokuhlalutya eyomeleleyo eyenza amandla kubini i-AI kunye nabahlalutyi babantu.

Ukuze ube phakathi kwabokuqala ukufumana izibonelelo zokukhutshwa kwemveliso yethu ezayo, singathanda ukukumema ukuba ugcwalise ifomu yenkqubo yethu yokufikelela kwangoko. Ngokujoyina inkqubo, uya kufumana ufikelelo olukhethekileyo kwiimpawu zamva nje kunye nezixhasi eziza kukunceda usebenzise amandla omncedisi we-AI kumsebenzi wakho wophuhliso lweQlik. Ungaphoswa leli thuba lokuhlala uphambi kwegophe kwaye uvule amandla apheleleyo okuqonda okuqhutywa yi-AI kumbutho wakho.

Joyina iNkqubo yethu yokufikelela kwangethuba