Namhlanje, ndithetha noShishir Mehrotra, oyi-CEO ye-Superhuman - yinkampani eyayisaziwa ngokuba yiGrammarly, eseyimveliso yayo ephambili.
UShishir wayekhe waba ligosa eliyintloko lemveliso kwiYouTube, kwaye ukubhodi yabalawuli eSpotify. Ungumntu onomdla, kwaye ngokwenene sicwangcise olu dliwanondlebe kwinyanga okanye edlulileyo, sicinga ukuba siza kuthetha nge-AI kunye nento eyenzayo kwisoftware, amaqonga, kunye nokuyila ngokubanzi.
Umda wababhalisi, ungalibali ukuba ufumana ufikelelo olukhethekileyo kwiDekhowuda ngaphandle kwentengiso naphi na apho ufumana khona iipodcasts zakho. Intloko apha. Hayi umrhumi? Ungabhalisa apha.
Emva koko izinto zatshintsha ngokwenene. Emuva ngo-Agasti wonyaka ophelileyo, iGrammarly yathumela into ebizwa ngokuba yiNgcali yokuPhonononga, eyakuvumela ukuba ufumane iingcebiso zokubhala kwi-AI-cloned "iingcali," kunye neentatheli kwi-Verge kunye nezinye iindawo ezithengisayo zafumanisa ukuba ezo ngcali zibandakanya nathi. Yandiquka nam.
Akukho mntu wakha wacela imvume yokusebenzisa amagama ethu ngale ndlela, kwaye ezininzi iintatheli zazicatshukiswa yile nto - intatheli ephandayo enetalente uJulia Angwin wayecatshukiswa kakhulu wafaka isimangalo seklasi malunga nalo. I-Superhuman iphendule kule nto ngokuqala ngokunikezela nge-imeyile-esekelwe ukuphuma kwaye emva koko ibulale into ngokupheleleyo. UShishir wacela uxolo, kwaye uya kumva ecela uxolo kwakhona.
Kuyo yonke le nto, ndahlala ndizibuza ukuba uShishir wayeya kubonakala kwaye abhale i-Decoder, kuba imibuzo yam malunga nokwenza izigqibo kunye ne-AI kunye namaqonga ngokukhawuleza kwabonakala kunzima kakhulu kunangaphambili. Ngetyala lakhe, uyenzile, kwaye wayincamathela. Le ncoko yayisiba krakra ngamanye amaxesha, kwaye kuyacaca ukuba asivumelani malunga nendlela i-AI ecaphulayo eziva ngayo ebantwini. Kodwa andisayi kuphinda ndiyilule le nto kwakhona.
Kulungile: Shishir Mehrotra, i-CEO ye-Superhuman. Nako sisiya.
Olu dliwano-ndlebe luhlelwe kancinci ukwenzela ubude kunye nokucaca.
Shishir Mehrotra, uyi-CEO yeSuperhuman. Wamkelekile kwiDekhowuda.
Enkosi ngokuba nam.
Ndiyavuya ulapha. Ndothuka kancinci xa ulapha. Ndicinga ukuba uyayazi eminye yemibuzo eza kuba yiyo, kodwa ndonwabile ukuba uyenzile. Ndinemibuzo emininzi malunga ne-AI, indlela abantu abavakalelwa ngayo nge-AI, kwaye emva koko inqaku owalisungula kwiGrammarly, enye yeemveliso zakho, eyenza abantu bazive bevakalelwa kakhulu nge-AI. Ngoko siza kungena kuyo.
Masiqale ekuqaleni. Superhuman ungumnikazi Grammarly kunye Coda. Ungumnikazi weqela leenkampani. Khawuleza uchaze ubume beSuperhuman kunye nazo zonke iimveliso zakho.
I-Superhuman yindawo yemveliso yemveli ye-AI. Sizisa i-AI naphi na apho abantu basebenza khona. Ekupheleni konyaka ophelileyo, satshintsha igama lequmrhu lethu ukusuka kwiGrammarly ukuya kwiSuperhuman. Senze loo nto ngenxa yokuba umda wento esiyenzayo uye wanda kakhulu. Kwaye ke ukongeza kwiGrammarly, engumncedi wokubhala ozithandayo wonke umntu, ngoku sinendawo yoxwebhu ebizwa ngokuba yiCoda, kunye nomxhasi we-imeyile owaziwa kakhulu obizwa ngokuba yiMayile.
Siphehlelele imveliso entsha ebizwa ngokuba yiSuperhuman Go. I-Go liqonga elikuzisela uthungelwano loncedo olusebenzayo kunye nolobuqu lwe-AI ngqo naphi na apho usebenza khona. Ke kubantu abaqhelene neGrammarly, unokucinga ngoHamba njengokuthatha lo mbono uphambili kwaye uvumele nabani na ukuba abhale iiarhente ezisebenza kanye njengeGrammarly. Iarhente yakho yokuthengisa, iarhente yakho yenkxaso, njalo njalo, bonke banokukunceda ukusebenza nawe kanye apho usebenza khona.
Ingcamango engundoqo kukuba izixhobo ezininzi ze-AI zifuna utshintsho olukhulu ekuziphatheni. Sizisa i-AI apho usebenza khona. Kuzo zonke iimveliso zethu, sibona malunga nesigidi sosetyenziso kunye neearhente ezahlukeneyo yonke imihla. Sidibanisa i-AI ngokugqibeleleyo kumava akho, ukuze ungacingi nge-AI.
Yiloo nto ebesiyenza ngeGrammarly iminyaka. Kwaye ngoku sivula loo nto ukuze nabani na akhe phezu koko nge-Superhuman Go.
Mna nawe sahlala kwiiveki ezimbalwa ezidlulileyo, kwaye enye yezinto ebesithetha ngayo yayikukuba iGrammarly, kubantu abaninzi, ichazwa njengekhibhodi. Ibonakala kwifowuni yakho kunye namaxwebhu akho. Uchitha ixesha elininzi ucinga ukuba ungaqiniseka njani ukuba usebenza ngezinto ezinjengeGoogle Docs.
Zonke ezo mveliso zidibanisa i-AI ngendlela efanayo njengoko uchaza. Ndicinga ukuba ubeke i-AI ngqo ecaleni kwendawo yokufaka, kanye ecaleni kwekhesa yakho. Yintoni umahluko omkhulu kuwe?
Okokuqala, ndicinga ukuba bambalwa kubo abayenza kakuhle loo nto. Abambalwa benza. Kodwa njengoko benditshilo, sibona isigidi se-apps ezizodwa ngosuku.Indlela yokucinga ngeGrammarly ngumncedisi wakho ohlala kuyo yonke indawo. Unokuba kwi-app yewebhu. Isenokuba yiGmail, inokuba yiGoogle Docs, inokuba yiCoda, inokuba yiNgcaciso.
Unokuba kwi-desktop app. Oku kunokuba ngamanqaku e-Apple, anokuba yi-Slack, enokuba yiyo nayiphi na i-app oyisebenzisayo. Isenokuba sisicelo ngasinye esiphathwayo. Siye, kuzo zonke ezo zicelo, sifumene indlela eyiyo yokujonga into oyenzayo, siyichaze ngendlela engaqondakaliyo kuwe nakwisicelo, kwaye senze utshintsho egameni lakho. Kwaye ukwenza oko kuyo yonke indawo sisiphakamiso.
Njengoko utsiba ukusuka kwisixhobo ukuya kwisixhobo, kukho iintlobo ezahlukeneyo ze-AI kwindawo nganye. Uninzi lwabo alunayo loo nto. Njengoko benditshilo, sibona isigidi semigangatho ekhethekileyo ngosuku. Kwaye abo bangaziva ngathi ngamava adibeneyo. Yiyo loo nto sinezigidi ezingama-40 abasebenzisi abasebenzayo mihla le kwaye yiloo nto abasisebenzisa ngayo.
Kuvakala ngathi isithembiso sikhona ngokujonga zonke iindawo osebenza kuzo, isixhobo sakho siya kuba krelekrele ngakumbi kunezixhobo ezingafaniyo onokudibana nazo kuzo zonke ezo ndawo.
Ewe, ukuba krelekrele ngakumbi ngokuqinisekileyo yinxalenye yako. Kubantu abaninzi, ngamava nje aqhelekileyo aziva ngathi ngumntu onenyani osebenza ecaleni kwakho.
Ke ngaba kukuhambelana kwamava okanye ngaba kungcono kwaye kuluncedo ngakumbi iziphumo?
Zizo zombini. Inyaniso yokuba iGrammarly isoloko ikhona ibaluleke kakhulu kwaye [ivelisa] iziphumo zegrama ezikumgangatho ophezulu kakhulu. Njengoko sahlula imveliso ibe ngamacandelo, sathi, "Siza kuthatha umaleko weqonga leGrammarly kwaye siza kulijika libe liqonga." Yiloo nto esiyibiza ngokuba yiGo. Oko kumalunga nokuvumela abanye abantu ukuba benze iiarhente kunye namava abonelela ngamava akumgangatho ophezulu esinokuthi sibenzele indawo yonke.
Konke kulungile. Ndandifuna ukuqonda ukuba ucinga ntoni ukuba ukuthengiswa kwezixhobo. Ndicinga ukuba kubaluleke kakhulu kwiseti yemibuzo yam elandelayo.
Enye into endifuna ukuyibuza ngumbuzo endiwubuza kuwo wonke umntu, kodwa ndicinga ukuba iintambo zingaphezulu kancinci apha. Imalunga nezigqibo. Uzenza njani izigqibo? Yintoni isakhelo sakho?
Sineengcamango ezininzi ezahlukeneyo malunga nendlela yokwenza izigqibo ezifanelekileyo. Ndabhala iqhekeza kudala elibizwa ngokuba yi-Eigenquestions, emalunga nokuqulunqa isisombululo esifanelekileyo kuphela, kodwa uwubeka njani umbuzo ochanekileyo? Ngokubhekiselele kwizithethe esizisebenzisayo, eyona isemthethweni yinto esiyenzayo ebizwa ngokuba yiDory kunye nePulse, eyindlela yokucela ingxelo kunye nezimvo ukuze uhlukane neqela lokucinga kwinkqubo yokwenza izigqibo.
Kodwa ezo zezona zimbini zikhankanywa kakhulu ukuba ubunokubuza amaqela apha eGrammarly okanye ngaphambili eCoda okanye ngaphambi koko xa bendisebenza kuYouTube okanye kuGoogle, njalo njalo.
Ungayibona apho iya khona. Masisebenzise oku. Uphehlelele inqaku kwiGrammarly ebizwa ngokuba nguPhononongo lweNgcali oluvelise iingcebiso malunga nokuphucula isicatshulwa. Idibanise iingcebiso kwiingcali. Isebenzise igama lam phakathi kwamanye amagama amaninzi: iintatheli uCasey Newton kunye noJulie Angwin, ungahla ngomgca; iihokhi zentsimbi zazilapho, nto leyo ehlekisayo ngendlela yayo.
Awunayo imvume yethu yokusebenzisa amagama ethu ukwenza oku. Ubunamanqaku amancinane okukhangela ecaleni kwegama abonisa ukuba lisemthethweni ngandlel’ ithile. Abantu abayithandanga le nto, andiyithandanga le, kwaye ulisusile uphawu. Ndixelele malunga nesigqibo sokumisela eli nqaku ngamagama ongakhange ube namvume yawo kunye nesigqibo sokuvula eli nqaku.
Bendilindele ukuba siza kuthetha kancinci ngale nto, ke ndinezimvo ezininzi ezahlukeneyo ngayo.
Okokuqala, ndingathi ndiyayiqonda kwaye ndiyayihlonipha indlela engumceli mngeni ngayo ihlabathi kwiingcali kunye nabavelisi beengcamango kule mihla. Ndenze umsebenzi omde ngokuba liqabane labantu abafana nawe, kubantu abafana naba ubakhankanyileyo. Kwandikhathaza kakhulu ukuziva ngathi asibanikezeli kangako. Kwaye ndingathanda ngokwenene ukuxolisa ngaloo nto. Yayingeyonjongo yethu leyo.
Kwinqaku elithile othetha ngalo, ndiqinisekile ukuba siza kuthetha ngakumbi ngalo, kodwa ukunika umbono okwinqanaba eliphezulu, imbono yam ngayo kukuba inqaku belingelophawu oluhle. Yayingalunganga kwiingcali, yayingalunganga kubasebenzisi. Yayiluphawu olungcwatywe ngokufanelekileyo. Isetyenziswe kancinci kakhulu. Uyikhankanye kwiveki ephelileyo kwaye wathetha ngayo. Kwathatha iinyanga ukuba nabani na ukuyifumana. Konkeoko akunamsebenzi. Sinokwenza okuninzi, ngcono kakhulu. Ndiyakholelwa ukuba sinako kwaye siya kwenza ngcono.
Sagqiba ekubeni siyibulale ngokukhawuleza. Ngokucacileyo, sigqibe kwelokuba siyibulale ngelixa bekukho ingxelo ngaphambi kokuba kubekho ityala njalo njalo. Yayingelophawu luhle. Yayichaneke kakubi kwiqhinga lethu. Yayingeyondlela esasifuna ukuhamba ngayo emva kwayo. Sinombono ongcono kakhulu malunga nendlela esicinga ukuba iingcali kufuneka zithathe inxaxheba ngayo kwiqonga lethu, kwaye ndonwabile kakhulu ngaloo nto.
Bangaphi abantu abasebenza kwiSuperhuman?
Malunga ne-1,500.
Ke kubantu abayi-1,500, bangaphi abantu abagqibe ekubeni baqalise eli nqaku?
Ibiliqela elincinci. Isenokuba ngumphathi wemveliso kunye neenjineli ezimbalwa.
Ngaphakathi kwenkqubo yakho yokuthatha izigqibo apho ubuchaza indlela yokuqinisekisa ukuba ucele impendulo eyiyo kwaye emva koko ube ne-groupthink, ayizange ivele into yokuba ukusebenzisa amagama abantu ngaphandle kwemvume kuya kubenza baphambane?
Mhlawumbi mandihlehle umva ndithethe ngento ephembelele eli qela noko belizama ukwenza noko lisileleyo. Masiqale ngento ababezama ukuyenza. Baphenjelelwe kakhulu yinto esijonga abasebenzisi ukuba bayifune kunye noko sifuna iingcali zifune.
Masiqale kubasebenzisi. Uninzi lwabantu luthetha ngeGrammarly njengemayile yokugqibela ye-AI. Bathi, "Kuvakala ngathi kukho utitshala wakho wegrama ecaleni kwakho naphi na apho usebenza khona." Kwaye uninzi lwabasebenzisi bethu baya kuthetha izinto ezinje, "Bekuya kuvakala njani ukuba endaweni katitshala wakho wegrama, ibingabo bonke abantu ebomini bam abanokuba nam ngokunjalo? Ndifuna intloko yam yokuthengisa ihlale ecaleni kwam kwaye indixelele ukuba ndiza kucebisa imveliso engalunganga. kubo.’”
Leyo yi-ethos engundoqo yento esiyakhayo. Ithatha iGrammarly kwaye iyandise ukuze uninzi lwala mava amanye ahambe nawe. Kwabanye baba bantu, abantu abafuna impendulo kubo ngabantu ababathandayo. Ziingcali zehlabathi, ngabantu abazama ukujonga phezulu kwaye bazame ukwenza imodeli. Bazama ukwenza oko namhlanje ngeeLLMs. Baya kwi-ChatGPT kunye noClaude bathi, "Uza kucinga ntoni uNilay malunga nokubhala kwam?" Leyo yayiyimpembelelo yoko umsebenzisi wayezama ukuyenza.
Kwelinye icala kwakukho into eyayizama ukwenza iingcali. Njengoko sasisenza iqhinga lethu apha, sijika iGrammarly ibe liqonga, abantu bokuqala endababizayo xa ndicinga ngale nto yayiliqela leengcaphephe. Ndithethe nabanye abadumileyo beYouTubers, ndathetha nombhali weencwadi obalaseleyo, kwaye bonke bandixelela into enye. Lihlabathi elinzima ngokwenene kwiingcali ezikhoyo ngoku. Kunzima ngokwenene ukuqhuba uxhulumaniso. Ukuba ungumbhali wencwadi, indlela yakho yokuya kubalandeli bakho kukuba uqhubeke upapasha iincwadi ezininzi nangakumbi. Kwaye bonke bakuva oko sasikwenza kwaye bathi, "Nkwenkwana, kuya kuba yinto emangalisayo ukuphuhlisa uxhulumaniso oluqhubekayo kunye nabalandeli bam. Kwenzeka ntoni xa bebeka incwadi yam phantsi? Ngaba ndingakwazi ukuba nabo kwaye ndibancede endleleni?" Kuvakala ngathi umhlaba ujikile ngokuchasene nabo, Uphononongo lwe-AI luba iqela letrafikhi yabo njalo njalo. Oku kubonakala ngathi yindlela engcono kakhulu yokuyilandela.
Yayiyimpembelelo emva koko. Iqela kunye nenqaku alizange linikezele. Ayizange inikezele macala omabini, ngokwenene. Saye sagqiba ngamava awayengenako kakhulu kumsebenzisi kwaye ngokucacileyo angaphantsi kwingcaphephe. Esona sizathu sisisiseko yinto oyithethileyo kwiveki ephelileyo, ukuba kunzima ngokwenene ukukhupha into obuya kuyenza njengomhleli ngokusekwe kwisiphumo somsebenzi wakho opapashiweyo. Kunzima kakhulu kwi-AI ukwenza oko. Sidinga uthethathethwano lwakho ukuze oko kube luphawu oluhle.
Ke ndicinga ukuba baphehlelele into engalunganga. Ukwenza oko nokufunda kuyo yinxalenye yenkqubo, kodwa yiloo nto ababecinga ukuba bayayenza.
Ngokuqinisekileyo. Ucinga ukuba kufuneka undihlawule malini ukuze ndisebenzise igama lam?
Kubaluleke kakhulu ukucinga malunga nokuchazwa kwaye ucinge malunga nokulinganisa, njalo njalo. Njengengcali, unorhwebo olwenzayo kwi-intanethi. Umbono kukuba xa ubeka umxholo apho, ndibandakanyiwe, uyathemba ukuba abantu bayawusebenzisa. Ufuna ukubhekisa kumxholo wabanye abantu. Ufuna abantu baqhagamshelane nawe. Wena ngokwenene,ngenene banethemba lokuba baya kukubonisa xa besenza. Xa umntu esebenzisa umxholo wakho, kufuneka akubalele wena? Kanjalo. Kwaye ukukuchaza, kufuneka usebenzise igama lakho.
Kukho umgca owahlukileyo othi, ngaba abantu banako ukulinganisa wena? And I think that is a very different standard. Kwaye salibona ityala. Ngentlonipho, sikholelwa ukuba amabango angenasizathu. Uluvo lokuba uphawu lukulinganisa lude kakhulu. Every mention was very clearly, “This is inspired not only by this person, but also inspired by a specific work from this specific person, with a clear attributed link to get back to them.” Kukude kolo vavanyo [lokulinganisa].
Ukuba umsebenzi wakho uyasetyenziswa, ngaba ufanele unikwe ingxelo? Ewe, ndicinga ukuba ufanele. Oko kuya kuba sisivumelwano esihle. Ayisoloko isenzeka. Zininzi iimveliso eziza kusebenzisa umsebenzi wakho kwaye hayi iimpawu. Besicinga ukuba kubaluleke kakhulu ukuba nophawu. Ndicinga ukuba iyakuba ngumbono lowo.
Let me flip around the other way–
Yima, ndikubuze loo mbuzo kwakhona. Ukuba usebenzisa isifaniso sam, kufuneka undihlawule malini?
Akumelanga ukuba sikwazi ukulinganisa wena, ixesha. Asizange senze njalo. Ukuba sisebenzisa umsebenzi wakho, ukuba nayiphi na imveliso yeLLM okanye nayiphi na imveliso yonke isebenzisa umsebenzi wakho, kufuneka bawubalule kuwe kwaye kufuneka baqhagamshelane nawe. Leyo yikontraka yomntu esinayo malunga nendlela i-intanethi efanele isebenze ngayo. Ibaluleke ngokwenene. Kufuneka ibe ngumgangatho owufunayo kwiiLLMs nazo.
Ngumbuzo owahluke kakhulu owubuzayo apha, endicinga ukuba ubaluleke ngakumbi. Andikho apha ngokwenene ukukhusela olu phawu. Andiqondi ukuba luphawu oluhle. Andizami ukusondela kulo mgca. Ndicinga ukuba injongo yethu ephambili kukwakha iqonga elifana neYouTube. Kuya kufuneka ukhethe ukuba kwiqonga lethu. Kuya kufuneka ukwazi ukukhetha kwaye wakhe amava owathembayo. Kuya kufuneka ukhethe imodeli yeshishini lakho. Xa ukhetha imodeli yeshishini lakho, kufuneka uhlawulwe ngeminikelo yakho kuyo. Leyo yimodeli esisebenza kuyo. Kulapho endifuna ukuba khona ngokwenene.
Ndiyakuva ukuba uthi awukho apha ukuze ukhusele isici. Ndifuna nje ukukubeka kulandelelwano lweziganeko umzuzwana omnye. Olu phawu luye lwasungulwa. Yinyani. Kwathatha ixesha ngaphambi kokuba siyibhaqe, kwaye sabhala ibali ngayo. Yavuthela ke. Abanye abantu abaninzi babhale amabali ngayo.
Your first response to the negative publicity was to offer people an email opt-out where if I didn’t want my name to be used, I could email Superhuman and say, “Please take me out.” Kuphela kusemva kwesimangalo uye wawuyeka umsebenzi.
Ayiyonyani leyo, Nilay. Izikhalazo zokuqala sizivile kwiingcali ezimbalwa. Bathi, “Ndingathanda ukuphuma kweli nqaku,” saza sayiphendula le nto babeyicelile. Saye sahlala phantsi sajonga kakhulu isici, kwaye xa ndithetha inyani, andizange ndichithe naliphi ixesha kuyo. Ndifike ndayijonga ndathi, "Le yi off-strategy yethu."
Sabhengeza ukuba siyayisusa kakuhle phambi kokuba kubekho ityala. Isizathu sokuba siyithathele phantsi liqhinga lonke, ayisiyiyo le nto sifuna ukuyenza. Asiyondlela esifuna ukusebenza ngayo nabadali. Sicinga ukuba sakha iqonga ekufuneka ufune ukuba kulo. Sicinga ukuba sinethemba lokuba siyinxalenye yesisombululo sendlela onokuwuthatha ngayo umsebenzi wakho kwaye uqiniseke ukuba ukhona ebantwini kuyo yonke indawo. Yayingeyonjongo yethu ukuba kufutshane naloo mgca. Kodwa inqaku belingekho kakuhle, ngoko ke salithoba.
Utsho ukuba ingaphandle kweqhinga lakho. Uphawu luthunyelwe ngokucacileyo. What made it on-strategy at the time it shipped?
Ngelo xesha, iqela lalikholelwa ukuba liyayenza loo nto. They were looking at users and they were focused on a user need, which is, “I wish an expert could give me feedback at this moment. I wish my salesperson could give me feedback. I wish my support person could give me feedback. I wish my idol could give me feedback. I wish this expert could give me feedback.” In itself, I think that motivation that users have is a really good one, and I think one that I would encourage experts and creators to lean into. Lithuba elikhulu.
Kutheni benokwayama kuyo ukuba ixabiso lalo yi $0?
Hayi, kufuneka ibe ngumsebenzi wethu ukuqinisekisa ukuba ixabiso aliyi-$0. Sifuna ukuba-
How much do you think you should pay me?
Ukucaca, xa usenza isebenza ukuzisa iarhente, uyifake, uyibeke kwiqonga lethu, emva koko kufuneka uhlawulwe ngayo. Just like how platforms like YouTube work.
Ndihambise kuqoqosho. If you launch a platform that lets me say, “Okay, Nilay Patel can give you advice inside of Grammarly,” what are the economics of that platform? Ndiza kuhlawulwa malini ukwenza oko?
Sakha le modeli yeshishini ngoku. Ivenkile yethu okwangoku inemodeli yentlawulo yale nto ine-70/30 yolwahlulo lwengeniso olufana kakhulu nezinye iimveliso ezininzi. Ukuba ufuna ukuya kwakha iarhente enjalo, ungayenza loo nto namhlanje. Kukho iqela leengcaphephe esele zinalo. Kwaye le yinxalenye ephambili yesicwangciso sethu.
Ukuba sele unayo loo nkqubo, kutheni ukwakha enye inkqubo esebenzisa igama lam simahla?
Sasingenayo inkqubo ngelo xesha. Kwaye ziimpawu ezihluke kakhulu. Iqela elakha Uphononongo lweNgcali, babezama ukulungisa le mfuno, baphoswa nje.
Ulisebenzise kangaphi igama lam?
Kuba lityala elisemthethweni, andikwazi kungena kwiinkcukacha zezo ntlobo zezinto, kodwa yayilinani elincinci kakhulu kuye wonke umntu. Eli nqaku belisetyenziswa kancinci.
Ingaba bekukho iqela lamagama? Ngaba yayikukukhetha nje amagama kwi-ether? Was it randomly hallucinating names?
Yavela kanye kwii-LLM ezidumileyo. So it’s exactly the same experience you would have if you came to Claude or Gemini or ChatGPT and said, “Can you take this piece of writing, recommend the people who would be most useful to give feedback on it, take their most interesting works and use that to try to give me feedback.”
By the way, that’s a really hard feature to make good for users and it’s going to take work with people like you to actually deliver on that need.
Ngaba ulandelele ukuba kangaphi usebenzisa amagama abantu?
Ngokuqinisekileyo singene kulo lonke unxibelelwano olwahlukileyo, ewe.
Ke unayo irekhodi lokuba mangaphi amaxesha avelayo igama lam okanye igama likaCasey Newton libonisiwe, okanye nantoni na elolo hlobo?
Ayimakishwanga ngolo hlobo, kodwa kuya kufuneka siyivelise ngokucacileyo kwisimangalo.
Umcholacholi weendaba uJulia Angwin uye wafaka isimangalo seklasi. Zininzi iindlela ezinokuhamba. Utshilo ukuba amabango akanakufanela. Athini amagqwetha akho ukukuqinisekisa ukuba la mabango ebengenasihlahla?
Athini amagqwetha? Icace gca. Luvavanyo lomntu ongenamsebenzi, lucacile. Asikokulinganisa nje. When you look at the feature, there’s a disclosure next to every single link at the top and the bottom of the panel, very clearly stating these are inspired by these people. Ichaza ngokucacileyo ukuba asinabudlelwane naba bantu, ukuba likamva. Ngendlela, andizami ukuyikhusela njengento efanelekileyo. Andifuni ukuba kulo mgca.
Mhlawumbi ndingabuya umva okwesibini ndithi, ayisosihlandlo sokuqala ndiyibona imeko enje. Ndandidla ngokuqhuba iqela kuGoogle — ndandidla ngokuqhuba iqela likaYouTube. Ukufika kwam kuYouTube, sasinomthetho omkhulu ovela kwi-Viacom ngelo xesha, isimangalo esijongwe kakhulu esathi saphumelela. Siphumelele kwisishwankathelo somgwebo ngokwenene. Sawuwela ngokupheleleyo umqobo womthetho. Kodwa asingomgangatho esizibambe kuwo.
Sayijonga loo nto saza sathi umthetho awufuni ukuba senze oku, kodwa sikhethe ukwenza okuninzi ngakumbi. Siphehlelele i-Content ID njengendlela yokuqinisekisa ukuba abadali banokufumana umxholo ofakwe ngabanye abantu egameni labo. We launched an open creative program, which, as far as I know, is still the only platform with an open revenue share that’s out there.
Andiqondi ukuba umgangatho osemthethweni ngumgangatho ofanelekileyo ekufuneka ujongwe. Andizami ukusondela kuyo. Kucacile kum ukuba asizange siwele ngaphantsi kwayo, kodwa oko akunamsebenzi. Asizami ukusondela kuloo mgangatho. Sifuna abadali ukuze basebenze. Sifuna iimodeli zabo zamashishini zisebenzele iqonga lethu ukuba lisebenze, kwaye iyafana kakhulu nale yenzeka kuYouTube.
Ndineengcamango ezininzi malunga neYouTube. Ndiza kukubuza malunga neYouTube. Ndineengcamango ezininzi malunga necala leViacom. Kuninzi okwenzekileyo ngeGoogle kunye neYouTube sisiseko se-intanethi kunye nomgaqo-nkqubo kwi-intanethi njengoko siyazi namhlanje. Oko kuyatshintsha ngenxa ye-AI. So ndifuna ukukubuza ngalento ngoba mnacinga ukuba imbali yakho iya kunika ukukhanya okukhulu malunga nendlela abantu abaziva ngayo nge-AI ngokukodwa namhlanje.
Ngokuqinisekileyo.
Ndifuna nje ukuhlala kweli jiko linye. Uthi "ukulinganisa," kodwa ayilobango elo kwisimangalo. Ibango kwisimangalo ngumthetho waseNew York naseCalifornia othintela iinkampani ekusebenziseni amagama kunye nezazisi zabantu ngeenjongo zorhwebo ngaphandle kwemvume yazo. Kwaye ke, apha ubunenjongo yorhwebo apha. Ubuthengisa isoftware kwaye amagama ebevela njengoko ephefumlelwe ngamagama ethu.
Andikho kweli tyala. Andibhalisanga eklasini. Iklasi ayizange iqinisekiswe. Ndiyathembisa andikakumangaleli. Kodwa ibha yahluke kakhulu kukulinganisa okuthe ngqo. Kukusetyenziswa kwemfano ngeenjongo zorhwebo. Kwaye uthi akukho mfuneko, kwaye andikubonanga ulungisa loo nto naphi na.
Kuya kufuneka ndishiye iingxoxo ezisemthethweni zesimangalo kunye netyala lenkundla. Ndicinga ukuba imbono yethu ngayo kukuba iseti yomsebenzi owawukho kwakukho unikezelo olusemgangathweni oluphezulu ngaphezu kwebar ukuba nayiphi na enye imveliso iya kwenza, yintoni eyenziwa yi-LLM kwiplanethi kunye nokunye. Kwaye ayizange isondele ekusebenziseni igama kunye nokufana ngayo nayiphi na indlela engaphaya kokunika umthombo.
Sele uthe eli nqaku libi, ke andizukukubethelela kakhulu kule nto, kodwa ndifunda ukuhlelwa okwenziwa ngegama lam kuyo, kubi nje. Andinakuze ndilunike olu hlelo. Ithi kufuneka "ndiphakamise inqaku lesihloko ngokongeza amazwi achukumisayo okanye asekwe kwizigxininiso ezinokugxininisa ukuba kutheni oku kusungulwa kubalulekile ngoku." Ndingumhleli iminyaka engaphezu kwe-15. Andizange ndithethe into enje.
Ugxininise isizathu sokuba kutheni. Umbono wokuba unokutyhila isitayile sakho sokuhlela ukusuka kumsebenzi wokugqibela, ndicinga ukuba akunakwenzeka. Kunzima kakhulu ukubuya kulo msebenzi wokugqibela uthi, "Yayiyintoni ipasi yokuhlela ngaphambi koko?" Ukuze wenze oko kakuhle, kufuneka uyenze. Kuya kufuneka uhlale phantsi uthi, "Nantsi indlela endingazihlela ngayo ezi zinto." Kwaye ndicinga ukuba unokubonelela ngenkonzo kwaye unokuhlawulwa ngayo. Kwaye sinethemba lokuba singomnye wamaqonga apho ukhetha ukwenza oko.
Ke, awunalo uluhlu oluchaziweyo lwamagama asetyenziswayo kwinqaku, kodwa uneelogi zakhe wonke umntu osebenzisa inqaku, ucinga ukuba ezo zigodo zinamagama kuyo, kwaye ucinga ukuba uya kuba nakho ukubonelela ukuba ufumene.
Ndiqinisekile ukuba siyakubuzwa. Ewe.
Ngaba ucinga ukuba uya kukwazi ukunika olo luhlu?
Ndiqinisekile ukuba siyakubuzwa. Sobona.
Kuba iyandichukumisa into yokuba enye indlela onokuthi ujikeleze ngayo eli tyala kukuba uthi, "Enyanisweni, asizange sisebenzise igama likaJulia de walifuna." Ngendlela efanayo naleyo i-OpenAI, xa iphendula kwisimangalo seNew York Times ithi, "Oku akuzange kwenzeke wade wasikhuthaza ukuba senze izinto othe azikho mthethweni." Kwaye nantsi into efanayo. Unokuthi, "Ewe, ude usibuze, asizange sivelise igama lakho." Ngaba ifikile loo nto?
Kukho izinto ezininzi ekuzikhuseleni kwethu endingayi kuzigubungela, kodwa ndicinga ukuba undoqo wale ngxabano awuyi kuba njalo. Undoqo wengxoxo kukuba le nto siyenzileyo sisimo esiqhelekileyo somxholo kwi-intanethi.
Isizathu sokuba ndibuze le nto ngokuthe ngqo kukuba, "Heyi, asizange sisebenzise igama lakho," kukubeka kwindawo eyahlukileyo, "Heyi, sineemvakalelo ezahlukeneyo malunga nexabiso lenkcazo." Isizathu sokuba ndibuze lo mbuzo ngokukrakra njengoko ndibuzayo kukuba andicingi ukuba ukukhusela kukuba ngaba abantu basebenzisa imveliso okanye ngaba amagama angazange abonakale. Ndicinga ukuba ezo zisikiweyo ezicacileyo, i-binary on or off. "Igama lakho alizange libonakale, awukwazi ukusimangalela." Uthi ukhuselo luthi, "Heyi, ayisiyiyo indlela ekufuneka isebenze ngayo."
Ubukade uligosa eliyintloko lemveliso kuYouTube, kwaye iYouTube ichazwa ngamahlazo okubalelwa ngumdali. Unyaka ngamnye, kukho enye ihlazo malunga neevidiyo ezisabelayo. Unyaka ngamnye kukho enye ihlazo malunga nokusetyenziswa kwe-copyright, malunga nokuba unokwenza okanye awukwazi ukwenza umenzi we-AI kuMarques Brownlee kwaye uqhube nje izigidi zeevidiyo zakhe kwaye ubambe iimbono zakhe.Ngundoqo we-ecosystem yomdali weYouTube.
Ngaba uyazi ukuba uYouTube wasabela njani kweli nqaku xa sasibhala ibali? Bandimemele kumboniso wangethuba wenkqubo yabo yokufumanisa ukufana kwe-AI, kuba babesazi ukuba iya kuba yinto elungileyo kubo. Ukuba ubusebenzisa uYouTube, ngewungaze uvumele into efana nale ukuba iphume?
Inika umdla indlela osandul’ ukuyichaza ngayo. Okokuqala, ezinye zezi uzichazileyo, ezichaza iividiyo eziphendulayo njengezihlazo yindlela enomdla kakhulu yokuyichaza. Ngenxa yokuba ndicinga-
Owu, ngamahlazo ngokupheleleyo.
Ndiyiqondile ingcaciso yakho. Zikwadume ngokumangalisayo kwaye kukhokelele kuhlobo lonke lomxholo wenziwa. Ukufunyaniswa kokufana, i-Content ID, zonke ibizizixhobo ezimangalisayo zabadali. Iqela lam lakha isixhobo seSazisi soMxholo ngombono ofanayo.
Ukuba umntu wenza loo nto kuMarques Brownlee kwaye bakopa iividiyo zakhe kwaye bazibeke phezulu, ungasisebenzisa eso sixhobo kwaye akanakubanga kuphela, kodwa unokuya kwenza imali kuzo. Eso sisixhobo esakhele iYouTube, kwaye ndicinga ukuba sithandwa kakhulu. Sathatha into engathi lihlazo kwaye sadlulela ngaphaya kwayo. Ukucaca kakhulu, ayisiyiyo le nto ifunwa ngumthetho.
Hayi, ndiyayiqonda into efunwa ngumthetho, kodwa ukusetyenziswa kwe-ID yoMxholo kunye nokukhutshwa kwezithintelo ze-copyright, into endiyifumene nayo, ukuba ukhupha isiteleka se-copyright njengomdali ngokuchasene nomnye umdali, oko kukuhamba kwenyukliya, okuza nemiphumo enzima yentlalo kunye noluntu.
Ukucaca, ukuba usebenzisa i-Content ID kwaye uyisebenzisela ukwenza imali, awukhuphi luqhankqalazo.
Kunene. Kodwa ndithi uqoqosho lwe-YouTube lubhalwe lukhulu kwaye ngeendlela ezininzi iimveliso zakhiwe malunga nemibandela ye-attribution kunye nentlawulo kunye nokwenza imali - apho iimbono zihamba kunye nalapho imali ihamba khona.
I-Content ID yinto entsha eqaqambileyo kuba ivumela abantu ukuba bafumane iimbono kunye nabantu abafanelekileyo ukuba bahlawulwe. IYouTube ayikho ngaphandle komculo. Ukuba umculo uhlala ukuYouTube, abapapashi bayahlawulwa kuba i-Content ID inokubona umculo kwaye ihlawulwe. Ndiyayiqonda loo nto. Kodwa leyo yinkqubo elandelela unikezelo kunye nokuhambisa imali.
Ndithetha nje, andiboni ukuba uYouTube wayenokuthi, "Siza kumvumela uMarques Brownlee ahlele ividiyo yakho ngaphandle kokuhlawula uMarques Brownlee." Ibingayi kubakho kule ecosystem.
Hayi, utsho nje. Into eyenziwa nguYouTube kukuba, "Xa isenzeka, siza kukunceda uyifumane," kodwa awuthinteli umntu ukuba ayenze. Ngumgangatho owahluke kakhulu.
Kodwa uyaqinisekisa ukuba abantu bayahlawulwa.
Uyaqiniseka emva koko. Ukucaca, imbono ye-copyright yahluke kakhulu kwigama kunye nebango lokufana. Ukuba ndakhe ividiyo ethi, "Heyi, ndiyamthanda kakhulu uMarques Brownlee, kwaye nantsi into endicinga ukuba angayithetha," okanye "makhe ndixelele iziqhulo malunga noNilay," ngumgangatho owahluke kakhulu. Umgangatho weYouTube wawumalunga nelungelo lokushicilela, kwaye leyo yiseti yemigaqo elawulwa ziindawo ezahlukeneyo zomthetho.
Kwimeko apho, unebango, kukho ummiselo weDMCA okuvumela ukuba uhambe kwaye unyanzelise ilungelo lakho lokushicilela. Ayisiyiyo le nto sithetha ngayo apha. Kodwa umgaqo wento efanayo kukuba kuzo zombini iimeko kukho umthetho, kwaye umthetho awuhambelani nebhari yokudala. Ndicinga ukuba injongo yoluntu, injongo yeemveliso ezifana nezethu, ukusebenza nabantu abafana nawe, kungekhona ukusebenzisa umthetho njengovavanyo. Injongo kukufumana kakuhle ngaphaya koko ukulungelelanisa izinto esizithandayo, ukuze impumelelo yakho ibe yimpumelelo yethu, kwaye kufuneka ibe yinjongo yethu leyo.
Ngaba kufuneka siyenze? Hayi. Andiqondi ukuba oko kuyimfuneko. Sikhetha ukuyenza kuba yeyona ndlela ilungileyo yokwakha iimveliso ezifanelekileyo kubathengi bethu.
Ndandikade ndiligqwetha lelungelo lokushicilela. Ndiyakuvuma ngovuyo ukuba bendingelo gqwetha libalaseleyo lehlabathi. Ndiyaqonda ukuba abantu abawuqondi umahluko phakathi kwamalungelo okushicilela kunye neempawu zorhwebo kunye namagama kunye nokufana. Nditsho ukuba i-AI iwisa loo mahluko ngokukhawuleza kunanini na ngaphambili. Kukho amazwe aseYurophu acebisa nje ngokuphandle ukuba wandise umthetho welungelo lokukhuphela ukuquka ukufana.
Kuya kufuneka ndikwazi ukukhuphela ubuso bam, kwaye ke oko kuthetha ukuba ndingangena phantsi komthetho okhoyoendaweni yokuthemba ukuba iNkongolo yase-United States ngo-2026 inokufikelela kwisigqibo malunga nokhuseleko lokufana olwandisiweyo. Le yinto ecetyiswayo kuba umthetho we-copyright ungaphezulu okanye ngaphantsi kwesakhelo esilawulayo esikhoyo kwi-intanethi.
Ndijonge amaqonga amakhulu ezentlalo anje ngeYouTube, Instagram, kunye neTikTok, kwaye baye bakhe zonke ezi nkqubo ukuphendula kumthetho welungelo lokukhuphela - ngokukodwa i-copyright, izinto ezinokukhuselwa ngumthetho we-copyright, ezinokuthi zenze imali ngeendlela ezahlukeneyo ngumthetho we-copyright. Ukufana kwethu akukho enye yazo. Amagama ethu nobuso bethu aziyiyo enye yazo.
Ewe.
Oku kubonakala njengendawo apho izinto ovunyelweyo ukuzenza kunye nezinto ekufuneka uzenze ziya kwahluka ngakumbi. Nguwe oye wazifumana ngokukhwaza kakhulu mva nje. Kwaye ndinomdla wokwazi ukuba ufunde enye into ngaphandle, "Kukho into ethi umthetho kufuneka ndiyenze kwaye kukho into emandiyenze kwaye siza kufumana umgca phakathi."
Siza kubona ukuba imithetho ifumana isiseko kuloo nto. Ndicinga ukuba yi-catch-22 njengomdali. Umthetho welungelo lokushicilela sele ukho kangangamakhulu eminyaka ngoku kwiindlela zawo ezahlukeneyo. Yaqala ngendlela eyakhiwe ngayo ilayisensi yomculo, yaqala ngoMozart kunye noBach. Iye yakhula ukususela ngoko. Phantse ilizwe ngalinye ehlabathini lifikelele kumgangatho ofana kakhulu.
Kukho umgca omncinci kakhulu phakathi kokuthatha umsebenzi okhoyo esidlangalaleni kunye nokukwazi ukubhekisela kuwo, kunye nokuwukopa. Ingcamango yokuba ukuchaza zonke iimbekiselo zokusebenza njengokusetyenziswa kwamagama kunye nokufana, kuya kwaphula i-intanethi, kuya kwaphula ishishini lakho. Awunakukwazi ukubhekisa kum. Ungene njani kumboniso kwiveki ephelileyo kwaye uthethe ngam?
Ukucaca nje- andifuni ukuba ngaphakathi kwi-baseball malunga nokwenza ipodcast, kodwa sikwenze ukuba usayine ukukhutshwa kwembonakalo ukuba uze kumboniso.
Ukuza kumboniso. Kodwa wathetha ngam phambi kokuba ndize kumboniso. Ngokuqinisekileyo kufuneka ube-
Sathetha ngawe ngaphambi kokuba uze kumboniso, kodwa ukuze ube yinkampani yeendaba yokwenyani kwaye ungabhabha ngobusuku kwaye usebenzise iziqephu zobuso bakho uncokola, amagqwetha ethu afuna ukukhululwa. Kwaye ukuba awuyityikityi, abayi kundivumela ukuba ndisebenzise umboniso, kuba kufuneka bakhuselwe ngokuchasene nawe ukuba babonakale ngomso kwaye bathi, "Andizange ndikunike imvume yokusebenzisa ubuso bam."
Hayi, ndiyayiqonda loo nto. Ingongoma yam ibanzi kunoko. Uthetha ngabantu abaninzi kwaye yinxalenye yentetho. Leyo yinxalenye yendlela esisebenza ngayo. Amanqaku akho aya kunxulumana nabantu, ubachaza. Ndicinga ukuba kubaluleke kakhulu oko. Kwaye ukuba ukrwele umgca obonisa into efana nokusebenzisa igama kunye nemfano yabo, ngumgca onzima kakhulu ukuwuzoba.
Kwakhona, oku yayingelophawu. Uvele wenze into kwaye ubeke igama lam kuyo. Akukho kuchazwa apha. Asiyonto endakhe ndayithetha le. Asiyonto endingaze ndiyithethe. Andiqinisekanga nokuba ungafikelela njani kwimbono yokuba ngokusekwe kumsebenzi wam ndingaze ndithethe into enje. Akukho nkcazo apha. Awukho umsebenzi okhoyo onokukukhokelela kwesi siphumo ngegama lam elincanyathiselwe kulo.
Ndiya kuphinda: Inqaku belisithi, "Nali icebiso elenziwe ngumsebenzi othile ovela kumntu othile." Yonke into ibonakaliswe ngokucacileyo ukuba sisindululo esenziwe kwi-
Yima, uxolo. Ngaba ucinga ukuba kwindima yam njengomhleli oyintloko we-Verge kunye nomququzeleli we-The Vergecast, ndigxininisa ukubaluleka kokwenza iintloko ezinyanzelisayo ezibonisa ukungxamiseka?
Sele ndikuxelele ukuba luphawu olubi. Ayisiyiyo le nto uyibuzayo.
Undixelela ukuba kukho i-attribution kwaye ndiyazibuza ukuba yintoni uphawu.
Yifunde nje yonke enye. Ithi, "Ngokusekelwe kulo msebenzi kuwe, sibuze-"
Hayi. Ithi nje, "Eli cebiso liphefumlelwe nguNilay Patel's The Vergecast." Ndiyakuthembisa kwi-Vergecast, ndiwubambe lo mboniso ixesha elide. Andizange ndithi, "Ngawaphi amazwi angokweemvakalelo okanye asekwe kwizithintelo anokugxininisa ukuba kutheni oku kusungulwa kubalulekile ngoku?" I-Vergecast ayingomboniso malunga nokuhlela izihloko malunga nee-smartwatches, okokuqala.
Ndiyaqonda, ewe.
Ke andazi ukuba uphume njani ukusuka ku-A ukuya ku-B kwaye andazi ukuba kutheni ucinga ukuba luphawu.
Ukuba ubunokuhamba ufundeumsebenzi womntu, yibeke kwi-intanethi-ukwenza oku kumboniso wakho ngalo lonke ixesha-kwaye uthi, "Ndifunde umsebenzi walo mntu kwaye ngoku nantsi isiphelo sam kuwo," kufuneka uthathe isigqibo sokuba ngaba eso sisiphakamiso esivela kwi-attribution okanye hayi. Ndikuxelele ukuba ndicinga ukuba yingcebiso yomgangatho ombi. Andizami ukuyithethelela. Andiqondi ukuba yile nto sifuna ukuthetha ngayo apho. Kodwa umbuzo, xa ushicilela umsebenzi, ngaba abantu kunye ne-AI banokuyisebenzisa ukuvelisa ezinye iingcebiso, ezinye iimpembelelo? Banako, kwaye ungathanda ukuba babalele oko.
Kodwa ayingomsebenzi owenziwa ngulo mntu. Ukukhohlisa into obucinga ukuba ndiza kuyenza kwaye emva koko uthi uxela kum, akundiniki nzuzo. Isenokuphazamisa izibonelelo endinokuzinika abanye abantu. Oko kukuqhawula unxibelelwano olusengqondweni yam. Andiqinisekanga ukuba kutheni le nto ingumqondiso.
Ukuba ndinje, "Ndithethe noShishir kwaye ndicinga ukuba yile nto ayeza kuyithetha," yahluke kakhulu kunokuthi, "Ndifunde wonke umsebenzi wakhe kwaye ndicele naluphi na uhlobo olukhawulezayo lukaClaude okanye i-ChatGPT ukuba yenze into kwaye ndiza kubeka igama lakhe kuyo." Kukho into engaqhelekanga apho. Kwaye akubonakali ngathi uzimisele ukuyivuma loo nto.
Hayi Andi. Kucace gca ukuba ukuvelisa ingcebiso esekwe kumsebenzi womnye umntu… sebenzisa nje umsebenzi olula womntu owenzayo. Ukuba uvelise isiphakamiso esisekwe kumsebenzi womnye umntu kumboniso wakho kwaye uthe, "Ndifunde umsebenzi walo mntu kwaye nantsi imbono yam ukusuka kuloo nto, yile nto ndicinga ukuba bebethetha ngayo," unokwakha umboniso wonke ngokusekwe kulo. Ngoko awusoloko ufumana ngokufanelekileyo. Awusoloko uthetha izinto ngabantu ophawula ngabo zichanekile.
Kunene. Kodwa andiyibaleli loo mbono kubo. Loo mbono ngokucacileyo yeyam.
Inqaku lichazwe ngokucacileyo ukuba eli licebiso eliphuhliswe leli nqaku lisekelwe kulo msebenzi.
Makhe ndikubuze umbuzo owahlukileyo. Ndinomdla wokwazi oku kulo lonke ulutsha, ukusuka kuYouTube ukuza kuthi ga ngoku. Kukho i-NBC News poll esanda kuphuma malunga nendlela abantu abaziva ngayo nge-AI. Kwaye impendulo imbi. Abantu baziva kakubi nge-AI. I-AI ivota emva kwe-ICE kwaye ingaphezulu nje kancinci kweDemocratic Party. Le yindawo enzima ukuba ube kuyo. Yimbono -20.
Ndicinga ukuba isizathu saloo nto kukuba i-extractive kwaye ixabiso alikho. Ndingathelekisa oku kuYouTube, abantu abaninzi ababecinga ukuba intle kakhulu. Ulwe idabi lelungelo lokushicilela malunga neYouTube, malunga nokuba iSouth Park ingaba kwiYouTube ngaphandle kwemvume, kwaye iViacom yayiza kukumangalela. Elo tyala lalinomdla kuba uluntu lwalugqibe ekubeni kwicala likaYouTube.
Owu, yinkumbulo enomdla leyo.
Ndaligubungela elo tyala. Ndandikwisikolo somthetho ndifunda i-copyright ngexesha letyala. Uninzi lwabantu lwalufana, "I-YouTube iluncedo kakhulu. Siyayithanda. Kwaye ezi nkampani zinkulu zaseHollywood ziyanyala." Xa uNapster wayephantsi komlilo, uluntu lwalungekho kwicala leeleyibhile zerekhodi. Babengekho kwicala leenkampani ezinkulu. Babekwicala lokwabelana ngefayile. Ngenxa yokuba i-utility yayiphezulu kakhulu kungakhathaliseki ukuba yindleko yezoqoqosho okanye yentlalontle. Ndingaqhubeka ndiqhubeleka nale nto. Ungaxelela abantu imini yonke malunga neendleko zabasebenzi baka-Uber kwaye basaza kusebenzisa u-Uber.
Kukho uvavanyo ngoku malunga nokuba amaqonga eendaba ezentlalo ayonakalisa impilo yolutsha, nokuba ayilwe ngendlela engafanelekanga iimveliso ezenzakalisa abantwana. Elo tyala lisaqhubeka njengoko sithetha. Ijuri ibethelelwe ngoku, kwaye abantu basaza kusebenzisa la maqonga kuba abakhathali.
Iindleko zokusingqongileyo zeemoto ezinkulu, eziziziyatha - ungaxelela abantu imini yonke ukuba iilori ziya konakalisa indalo, abantu baseMelika baya kuthenga iilori. Yiloo nto esiza kuyenza. I-AI ibonwa kuphela njengesicatshulwa. Ithandeka kancinci kune-ICE. Iyaphambana lonto kum. Ngaba uyayiqonda into yokuba indalo yocatshulwa ye-AI ibangela ingxaki kulo lonke ishishini? Kuba uhleli phakathi kwenye yezi mpikiswano ngoku.
Ndicinga ukuba uzoba ikhonkco elibanzi kakhulu lokuba kutheni abantu besoyika i-AI.
Ndicinga ukuba iimveliso ezinkulu zabathengi ukubaukubonelela ngexabiso elininzi ukoyisa iindleko zabo zentlalo.
Inombolo yokuqala, i-AI inemingeni emininzi phambi kwayo. Maninzi amathuba. Iyahlangabezana nolunye uvavanyo lwakho. Idale ezinye zeemveliso ezidumileyo kwimbali. Kwaye baninzi abantu abangathanda ukuba ucofe nayiphi na kwezo mveliso kwizandla zabo ezibandayo, ezifileyo.
Ndicinga ukuba umceli mngeni nge-AI ngoku kukuba icela umngeni kwimbono yabantu ngekamva lobuntu babo, amandla abo okusebenza. Yimingeni ekhoyo ngokwenene leyo. Umgca esithetha ngawo apha, andiqondi ukuba yeyona nto ufunda kuyo lo kuvota.
Ubuya kufunda ntoni kwi-poll apho i-AI yokuvota ingaphantsi kwe-ICE?
Abantu bayoyika imisebenzi yabo.
Ucinga ukuba abantu bayoyika nje imisebenzi yabo?
Ndicinga njalo. Ndiyacinga-
Ngaba uyayiqonda le nto yokutsalwa? Uthathe inani elipheleleyo lomsebenzi womntu wonke kwi-intanethi kwaye ngoku uya kuyisebenzisa ukubuyisela abantu kunye nemisebenzi yabo ngaphandle kwembuyekezo yezoqoqosho.
Ngokuqinisekileyo yindlela enye enokubuyisela ngayo imisebenzi yabantu. Andiqondi ukuba yindlela abantu abaninzi abakhathazeke ngayo malunga nokuba inokutshintsha njani imisebenzi yabo. Ndicinga ukuba ayilunganga ngayo. Andicingi ukuba iya kuthatha indawo yemisebenzi emininzi eza kuyidala. Esinye sezizathu zokuba imodeli yethu yokucinga nge-AI imalunga nokuzisa ebantwini kunye nokwandisa umsebenzi wabo. Sithanda ukuyibiza ngokuba yimveliso ekunceda ukuba ube ngumntu onamandla angaphezu kwawomntu. Ngoko ke ndicinga ukuba ayilunganga ngayo.
Kodwa ukuba undibuza ukuba kutheni ukuvota kuphantsi kangaka, kungenxa yokuba umkhupheli uziva ngathi, "Mhlawumbi andisayi kuphinda ndiyifune." Ngumthengisi othi, okanye umntu oxhasayo othi, "Ndiyazibuza ukuba i-arhente iya kukwazi ukwenza umsebenzi wam." Ndicinga ukuba ingcamango yokuba inento yokwenza negama kunye nokufana yinto enkulu kakhulu.
Uhleli embindini wempikiswano apho abantu abaninzi becaphukile kuwe ngokuthatha umsebenzi wabo. Ukuba ungumkhupheli kwi-arhente yentengiso - ndiyazi abaninzi abakhupheli kwiiarhente - bathi, "Uwuthathile wonke umsebenzi wam." Hayi wena. "Iinkampani ze-AI ziwufake wonke umsebenzi wam woqeqesho kwaye ngoku zizakuthatha indawo yam kwaye akukho mntu ubhatalwayo." IHollywood ngokusisiseko ifana, "Akukho mntu usihlawulayo ngale nto." Abantu ababhala kwi-Tumblr bathi, "Ngoku i-OpenAI iza kwenza i-porny fanfic kubantu. Yayingumsebenzi wethu lowo. Kutheni ungasihlawulanga?"
Unyanisile ngokupheleleyo. Abadali bajongene nendlela enzima kakhulu ngoku. Andiqondi ukuba ibangelwa nje leli nqaku okanye yi-AI yamva nje. Bajongene nekamva elinzima ngenxa yezizathu ezininzi ezahlukeneyo. Kodwa i-poll obhekisa kuyo yeyabantu ngokubanzi, kwaye abantu abaninzi abadali. Uluntu ngokubanzi lunemisebenzi eyoyikayo ukuba isenokungafumaneki kubo. Nokuba bangumqhubi weloli, nokuba bangumntu oxhasayo, yiloo nto abayoyikayo.
Andiyinciphisi into yokuba abadali banengxaki nge-AI. Ndibonisa nje ukuba ingcamango ebanzi ye-AI, umngeni esinawo kunye nayo, kukuba lonke ishishini lenze umsebenzi ombi ngokwenene wokunceda abantu baqonde ukuba kutheni iteknoloji efana nale inokubanceda kwaye ingabathinteli umsebenzi wabo ukuba uthathwe. Kwaye uninzi lwabantu alungobadali.
Andiyichasi le nto uyithethayo ngabadali. Ndithetha nje abantu abaninzi abanastress ngalonto kuba ayingomsebenzi wabo lowo. Asiyonto abayoyikayo ngabanye.
Hayi, ndiyayiqonda le nto uyithethayo. Ndibonisa nje ukuba phantse lonke utshintsho olukhulu lwetekhnoloji luye lwacatshulwa ngandlela thile. UGoogle ukhuphele zonke iincwadi zehlabathi ngaphandle kwemvume, emva koko saba nencwadi yeeNcwadi zikaGoogle, kwaye uGoogle kwafuneka aliphumelele elo tyala. Kwaye benjenjalo. Babekwazi ukuyenza loo nto.
UGoogle kwafuneka aphumelele ityala leViacom ngeYouTube. UGoogle kwafuneka aphumelele ityala leMifanekiso kaGoogle ngokuchasene nePerfect 10, eyayingoyena ummangali onovelwano ngalo lonke ixesha, kuba yayiyinkampani yephonografi, kwaye uGoogle wayesenza iGoogle Image thumbnails of softcore porn. Kwakucacile ukuba uGoogle wayeza kuphumelela elo tyala, kodwa bekusafuneka baphumelele loo ntoityala.
Zonke ezi zinto ziye zamangalelwa kumanqanaba aqatha ngeendlela ezisandulelayo ukuza kuthi ga kulo mhla, kwaye akuvakali ngathi sichitha ixesha lokumangalela, "Heyi, ungenza i-deepfake yobuso bam kwaye ubusebenzise ukuthengisa i-headphones e-Alibaba." Ungaqala nje inkampani kwaye uthi, "Ewe, luphawu, ke ndiza kusebenzisa amagama abantu abadumileyo kwimveliso yam ukuze ndithi olu luhlelo."
Kukho ikhonkco apho elibonakala lithe ngqo kum, mhlawumbi njengomdali, kodwa kwakhona ndingathumela kuye wonke umntu othi kukho indleko entle yokukhupha apha kwaye izibonelelo zabathengi azicacanga.
Ngandlela thile ndiyawuthanda umzekeliso weYouTube. Ngumzekeliso olungileyo. Xa ndithetha neqela lethu malunga nokuba kutheni umgangatho osemthethweni ungafanele ube ngowona mgangatho umncinci sizama ukuwubetha. Ndiza kukuxelela ukuba le nto siyenzayo apha kwaSuperhuman, andilindelanga ukuba sisondele kakhulu kulo mgca. Kukho ezinye iimveliso ezikufutshane kakhulu kulo mgca. Isicwangciso sethu esingundoqo simalunga nokwakha iqonga onokuthi ukhethe ukuthatha inxaxheba kulo okanye hayi. Andiqondi ukuba iya kuba ngumgca olungileyo kuthi. Ndiyazi kule meko, sakhe into embi. Ayizange yamkelwe kakuhle ngabasebenzisi okanye iingcali. Andiyithandi loo nto. Ndiyibulele ngenxa yeso sizathu, kodwa andilindelanga ukuba ndihlale apha ...
Isifaniso sikaYouTube: unyanisile. Ityala leViacom kwafuneka limangalelwe ukuze iYouTube ibekho. Kwaye ukuba ibikhe yamangalelwa ngenye indlela, iYouTube ngeyingekho. Ngokwenyani, uninzi lwe-intanethi ayinakubakho. Kwaye ke imbono yokuba yamangalelwa ngolo hlobo, yayiyimpumelelo kuye wonke umntu. Yaba luloyiso eluntwini. Ndicinga ukuba yayiyimpumelelo yeYouTube. Andilindelanga ukuba kube yimeko yethu apha. Lo ayingomgca endiza kusondela kuwo.
Kukho intlaninge yamatyala e-copyright ngokuchasene neenkampani ze-AI. Ndivakalelwa kukuba kufuneka ndiveze ukuba inkampani yethu, iVox Media, imangalele uGoogle ngetekhnoloji yentengiso. Ayinanto yakwenza ne-AI okanye i-copyright. Ndiziva ngathi kufuneka ndiyiveze kuba ndiyibhengeza ngalo lonke ixesha. I-Vox Media yamangalela u-Cohere, enye yeelebhu ze-AI, ngenxa yokwaphulwa kwelungelo lokushicilela. INew York Times imangalele i-OpenAI.
Kukho isigidi sala matyala obunini ajikelezayo. Kukho ngakumbi yonke imihla. Omnye wabo unokuhamba ngenye indlela, kwaye eli shishini linokujongana. Ucinga ukuba kwenzeka ntoni ukuba enye yeelebhu ze-AI ezinkulu ilahlekelwe lityala lelungelo lokushicilela?
Ngaba undibuza njengomntu obukele ishishini okanye undibuza kwindima yam yeSuperhuman?
Zombini.
Indima yam yeSuperhuman ithe ngqo. Nantoni na eyenziwa ziimodeli siza kuyisebenzisa. Ke ukuba iimodeli ziphela zifuna ukunqanda ukuziphatha, yiloo nto ke. Sihlala phezu kweemodeli. Andiqondi ukuba siya kuba ngabo baphakathi kwezo meko. Ukuba ndijonge kwimboniselo, ndicinga ukuba yimeko enzima ngokwenene, kumacala omabini. Ndinovelwano lokwenene macala omabini.
Umthetho we-copyright, njengoko ubutshilo, yintoni evumele i-intanethi ukuba isebenze, kwaye ayinguye wonke umntu owonwabileyo yindlela umthetho ozoba ngayo umgca. Unyanisile ukuba iYouTube ivavanye loo mgca ngendlela entsha ngetyala leViacom njalo njalo. Yintoni eyenziwa yi-OpenAI, uClaude, kunye neGemini iya kuyivavanya ngendlela entsha. Ndiyathemba ukuba baya kufumana umgca olungileyo kuyo. Andiqondi ukuba kulapho siza kuba khona. Asiyi kuba ngabo baphakathi kwezo zityholo okanye abo bacinga ukuba uphi loo mgca.
Ukuba iindleko ezongeziweyo ze-token token skyrockets, kuba ngokukhawuleza iinkampani ze-AI kufuneka zihlawule iimali ezinkulu zelayisensi kubanini-copyright ezantsi, kwenzeka ntoni kwishishini lakho?
Andicingi ukuba ibalulekile kuthi kuba yonke into izokwenzeka kwiimodeli ezingaphantsi kwethu. Ayinamsebenzi kuthi njengequmrhu lethu. Ibalulekile kum njengommi. Ndicinga ukuba kubaluleke kakhulu. Kodwa ndingakhumbula nokuba kuthi, iiarhente eziphambili abantu bazama ukwakha kwiSuperhuman ayinanto yakwenza nale nto. Ityala lengcali lityala elinye.
Into eyenziwa ngabantu ngemveliso yethu kukuba bayahamba kwaye bathathe indlela yabo yokuthengisa kwaye bayijike ibe ziiarhente ukuze abathengisi babo bakwazi ukuyisebenzisa. Bathatha izixhobo zabo zenkxaso. Bathatha iikhalenda zabo kwaye baqinisekise ukuba njengoko ubhala i-imeyile kwaye uthi, "Ndingadibana ngomso nge-6PM, nceda uqinisekise ukuba ndikhululekile ngoko."Njengoko benditshilo, le asiyonxalenye eqhelekileyo yeshishini lethu.
Hayi, anditsho ukuba icandelo lophononongo lweengcali. Ndithi uyachaza, "Thatha lonke uncwadi lwam lokuthengisa, thatha ikhalenda yam," elayishwa kumxholo wemodeli oyibizayo, akunjalo?
Ewe.
Ukuba ixabiso elongezelelweyo lophawu kulo mzekelo liyenyuka ngenxa yokuba iinkampani ze-AI ngokukhawuleza kufuneka zihlawule iifizi zelayisensi ye-copyright, kwenzekani kwishishini lakho?
Ukuba bendizezo nkampani, isisombululo endiya kuba naso asikokuya kusasaza ezo ndleko kubo bonke abasebenzisi. Ndingahlawulisa abasebenzisi umrhumo ngokusebenzisa olo lwazi. Leyo yimodeli yeshishini ekufuneka babenayo.
Umbono wam wento ekufuneka yenzeke kufuneka ndize kwi-ChatGPT okanye iGemini okanye uClaude kwaye kufuneka ndingqine ukuba ndingumbhalisi weNew York Times, kwaye ke kufuneka indinike iimpendulo zeNew York Times. Kwaye iNew York Times kuya kufuneka yenze ukhetho, "Ngaba ndifuna ukuba umxholo wam usetyenziselwe ababhalisile bam okanye hayi?" Kodwa ukuba bendizezo nkampani, yile nto bendiya kuthembisa yona.
Zonke ezi meko zahlukile. Ke ndiza kuhlanganisa apha kwaye ungandihlasela ngokudibanisa kwaye kulungile. Kodwa ngokubanzi, bahlukana baba yimigca emibini. Kukho enye, into oyichazayo, oko kukuthi ukhuphe umxholo esele ndiwenzile, njengo-Suno unokwenza ingoma kaBeyonce ekwaphulwa kwelungelo lokushicilela kwimveliso. Ezinye iiseti zamatyala apho ndicinga ukuba kubaluleke kakhulu-
Ikwigalelo.
Ikwigalelo, ikuqeqesho. Kwaye uthi, "Utyile yonke into yam ngaphandle kwemvume." Oko kukwaphulwa kwelungelo lokushicilela. Ukuba oko kuhamba ngendlela engafanelekanga kwiinkampani zemodeli, izakhiwo zabo zeendleko zitshintsha ekubuyiseleni. Awukwazi ukwakha iinkqubo ozichazayo kuba imodeli ngokwayo-
Hayi, yile nto bendiyiphendula. Ke imveliso, umthetho we-copyright uyawugubungela. Ukuba uvelisa into enokuthi iphoswe nomsebenzi womnye umntu, ngoko banokufaka ibango, banokuyifumana; ukuba bakhetha ukuyiyeka, ungakhetha ukuthethathethana ngesivumelwano sokwabelana ngengeniso okanye nantoni na onokufuna ukuyenza ngaloo nto. Isiphumo siyacinywa. Igalelo alicocwa, njengoko ubutshilo, kwaye amatyala awasonjululwanga ngendlela ecacileyo.
Ingongoma endiyenzayo kukuba ndingababo, andiyi kuthatha iindleko zokufaka kwaye ndisasaze kubo bonke abasebenzisi. Bendiya kwahlula imodeli. Ukuba ngenene ihambe ngolo hlobo, bendinokuthi, "Kulungile, awufuni umxholo wakho apho. Ndiza kwakha imodeli yemodeli eyenzelwe ababhalisile beNew York Times kwaye ndibahlawulise."
Umbuzo wakho ibisithi, "Ingaba ezo ndleko ziya kudluliselwa kwabanye abasebenzisi beeLLMs?" Nantso into eyenzekayo ngoku. Bahlawula loo mxholo. Igqithiselwa kuthi. Ngaba ibalulekile kuthi? Ukuthetha ngokunyanisekileyo, isantya sokwenziwa kwezinto ezintsha kulolo didi luphezulu kakhulu, inzuzo eyenziwa apho iphezulu kakhulu, ukuba akukho, ayibalulekanga kubasebenzisi abaphezulu - okanye kuthi, kubasebenzisi be-ChatGPT, abasebenzisi beGemini, njalo njalo. Ayikhange ikuyekise ukukhula kwabo konke konke. Ngaba ngenye imini? Ingayiyo. Andaz.
Kodwa ingongoma yam yayiyeyokuba kweli hlabathi lemveliso, i-copyright icace gca kwaye nomthetho uyigubungela kakuhle; igalelo copyright ayicacanga kangako. Ayicacanga ngesizathu esihle. Ukuba ungumntu kwaye ufunda incwadi kwaye ufunde okuthile kwaye uthethe ngaloo nto, kufanele kwenzeke ntoni? Kwaye lo ngumbuzo osemthethweni ongakhange uvavanywe kakuhle kwiinkundla.
Andicingi ukuba ishishini liza kuthatha ezo ndleko kwaye ligqithise kubo bonke abasebenzisi, kodwa siza kubona. Ukuba kunjalo, kuya kwenzeka kwaye kuya kufuneka sijongane nayo. Wonke umntu uya kuyenza.
Uninzi lwabantu alukwazi ukwenza iitriliyoni zeedola zexabiso leshishini ngokufunda incwadi enye. Nguwo umahluko. Ukufumana elo xabiso ngelo xesha, ngokuqhelekileyo abantu abaninzi kufuneka bathenge iikopi zencwadi kwaye uqoqosho lusasazeke. Umlinganiselo ngumahluko.
Ndiyaqonda ukuba yingxoxo enobulungisa kakhulu, ukuba oku akufani nokufunda incwadi yomntu. Ngokucacileyo lo mgca uthathwa apho. Ndingathumela ukuba nayiphi na indlela ephela ngayo loo meko, impendulo echanekileyo yeengcali lixesha lemodeli entsha yeshishini. Kwaye ndicinga ukuba umbono kukuba uya kungena kwindawo efanelekileyo kwayeuzakufumana iipeni kuwo wonke umbuzo oza ngeGemini. Ngokuqinisekileyo yindlela enye.
Xa ndaye ndathetha nabantu malunga nento esiyenzayo apha kwi-Superhuman, into abandixelela yona kukuba, "Enyanisweni, andifuni ukuloba iipeni nanini na xa umsebenzi wam usetyenziswa. Ndifuna ukwakha uxhulumaniso nabantu. Andizange ndakhe umxholo wokuyibeka apho kwaye ndihlawulwe iqhezu layo yonke into. Ndifuna ukuya ukwakha imveliso endifuna ukuyenza kunye nabantu." IYouTube ibonelela ngendlela entle yokwenza oko. Into esiyenzayo kukuba iSuperhuman kufuneka ibonelele ngendlela entle yokwenza oko.
Makhe ndikubuze ngaloo nto ngokukodwa. Bendingekho eMzantsi-ntshona. Sinomntwana omncinci. Andizange ndihambe kulo nyaka, kodwa ndabukela i-Instagram. Ndifumene uMzantsi-ntshona ngomlingo we-Instagram kunye neTikTok.
Ubunesuite apho kuMazantsi ngaMazantsi-ntshona. Ndajonga ezinye zeevidiyo. I-caption kwenye yee-carousels ze-Instagram... ndiza kukufundela i-caption. Oku kuvela kwiSuperhuman suite eMazantsi nguMzantsi-ntshona. Kwakukho iintetho ezininzi apho. Isishwankathelo seentetho sasisithi, "I-AI ayinakuthatha indawo yobuchule bomntu, uvelwano, okanye imvakalelo. Ayiyi kuthatha yonke imisebenzi yethu, kodwa iya kuphinda ihlaziye indlela esisebenza ngayo. Kwaye kwixesha le-AI, ukunambitha kunye nesigwebo kubaluleke kakhulu kunanini ngaphambili. " Ixabiseke kweyiphi i-metric? Ngaba ziidola?
Ixabiseke kwi-metric nganye.
Ngokukodwa iidola. Iidola yimali endiyibhatala ngayo indlu yam. Ngaba ziidola?
Uxolo, andiwuqondi umbuzo.
Ukuba "incasa kunye nesigwebo sam zixabiseke ngakumbi kunangaphambili," kodwa ziphinda ziphindaphindeke kwaye ucinga ukuba ndifuna imodeli yeshishini elitsha okanye wonke umenzi ufuna imodeli entsha yeshishini okanye-
Uxolo, wenze umtsi omkhulu kuloo nto.
Ndizenza njani iidola ezininzi? Ukuba "incasa kunye nesigwebo sam zixabiseke ngakumbi kunangaphambili," zivela phi iidola ezongezelelweyo?
Ke ukucaca nje kumgca wethegi weSuperhuman, into esiyikholelwayo kukuba sinokunceda bonke abasebenzisi bethu babe ngabantu abakhulu ngokubazisa izixhobo ezibavumela ukuba bandise umsebenzi wabo. Eyona ndlela sicinga ngayo ngabantu kukuba iGrammarly ayikwenzeli umsebenzi wakho. Igrammar inceda ukwenza umbhali ongcono. Kwaye usapapasha isincoko sakho, usathumela inqaku lakho. Ngumsebenzi wethu ukukuguqula ube ngumntu obalaseleyo. Esi sisithembiso kubasebenzisi bethu. Yiloo nto ibhena imalunga nayo. Umbuzo wakho ngumbuzo omhle kakhulu.
Ibhena ithi "ingala kunye nesigwebo zixabiseke ngakumbi kunangaphambili." Ndiyakucela nje ukuba uchaze ixabiso kwaye leliphi ixabiso elinyukayo kwaye leliphi ixabiso elihlayo.
Ukuba usebenzisa iGrammarly kwaye ungumfundi okanye umthengisi, yincasa yakho kunye nesigwebo eyona nto ixabisayo ekugqibeleni. Silapha ukunceda ukuqinisekisa ukuba awenzi mpazamo. Silapha ukuze siqinisekise ukuba uzibonakalisa ngeyona ndlela ilungileyo. Yiloo nto imalunga nebhena.
Sinabasebenzisi abazizigidi ezingama-40 abasebenzisa imveliso yethu. Uninzi lwabo lusebenza kumashishini eengcali, bangabathengisi, baxhasa abantu, ngubani othetha naye. Kwaye sizama ukubaxelela, "Ungazikhathazi ngokuphulukana nomsebenzi wakho xa usebenzisa iimveliso zethu kuba silapha ukukunceda ukale ngakumbi. Silapha ukukunceda ube yinguqulelo yakho engcono." Yiloo nto imalunga nebhena. Yiloo nto esithetha ngayo isithembiso sethu.
Sinesiphakamiso ngawe, Nilay, ngokunjalo, oko kukuthi ngoku unokuba ngomnye waba bancedisi kubo bonke abo bantu. Uninzi lwabo alunalwazi lokuba banokulusebenzisa uncedo lwakho, kodwa ungalwakha olo lwalamano kunye nabo njengoko esenza iGrammarly. Abantu benza iGrammarly ibe ngumntu ngalo lonke ixesha: “Utitshala wam wesiNgesi wesikolo samabanga aphakamileyo uhlala ecaleni kwam kuyo yonke indawo endisebenza kuyo, oko kundenza ndibe bhetele.
Ndingathanda i-arhente yakho kubantu obakhathalelayo. Kuya kufuneka ukwazi ukwakha iarhente ehlala kanye ecaleni kwabo kwaye unokuziva ngathi ungumhleli wabo. Ngoku, kufuneka wenze umsebenzi othile ukwenza oko kube ngamava alungileyo. Kuya kufuneka ufumanise ukuba usibhala njani isitayile sakho sokuhlela ngendlela eneziphumo ezihle, hayi njengale ubuyicaphule ngaphambili. Kodwa ukuba ungayenza loo nto, kufuneka ukwazi ukwakha olo lwalamano. Kuya kufuneka ukwazi ukuyakhangendlela ofuna ngayo, kufuneka uyilawule, kwaye kufuneka ukwazi ukwenza imali kuyo.
Yima, ubambe. Uyaqonda ukuba uthi kufuneka ndenze oko kuba wonke umsebenzi endiwuvelileyo kumsebenzi wam ukuza kuthi ga ngoku uthathiwe ngaphandle kwembuyekezo ziinkampani ze-AI.
Andizange ndiyenze loo ngxelo.
Intoni? Uthi kufuneka ndiyile imodeli yeshishini elitsha njengengcaphephe kwaye ndilayishe iarhente yam kwisixhobo sakho kwaye emva koko ndiyibhengeze ukuze ndifumane ingeniso ye-70/30 yokwahlulahlula nangona abantu abaninzi basebenzisa iGrammarly, kuba umzimba wam wokwenyani uncitshisiwe ukuya kwixabiso elingu-zero. Oko kukuthengisa kunzima kakhulu.
Andikho apha ukukuxelela indlela yokuphendula yonke imibuzo malunga nokuba yintoni etshintshileyo kuqoqosho lwabadali. Enye indlela yokuyijonga kukuba umendo wokuba ngumdali uye waba nzima. Ndicinga ukuba le podcast iza kuphelela kwiYouTube kunye neSpotify njalo njalo. Kukho iindlela zokuba ngumdali eziba lula. Kwakukho abantu abathi, xa uYouTube ephumile, wasixelela zonke izinto ezifanayo kwaye bathi, "Asiqondi. Imodeli yethu yeshishini igqwethekile. Kutheni le nto kufuneka sisebenze kuYouTube?"
Ababeyijonge ngolo hlobo bayibona ithatha indawo yayo bagqibe ekubeni bangaqhubeli phambili nekamva. Ngokucacileyo wenze njalo. Uqhuba umboniso kuwo onke la maqonga kwaye ucinge indlela yokuguqula loo nto ibe lishishini. Ulibonile elo thuba waza wandisa into onokuyenza.
Ukuba sibheka i-AI ukusuka kuloo mbono kwaye sithi, "I-AI ilapha kwaye iyanciphisa inani labantu abafuna ukuthungatha kumava am angoku," yindlela enye yokujonga ngayo. Kuya kubakho abanye abadali abayijonga ngolo hlobo. Ndiyathemba ukuba sijonge ngenye indlela kwaye sithi, "Amanye ala maqonga aya kukunika indlela yokuthatha inxaxheba, aya kukunika indlela yokuthatha ubuchule bakho kwaye uyibeke phambi kwabantu ngendlela eya kubancedisa ngendlela eyahlukileyo kunokuba ubunokunxibelelana ngaphambili."
Likamva eliqaqambileyo elo. Andizami ngokwenene ukuthi kufuneka wenze okanye akufuneki. Lithuba lokwandisa. Andikho apha ngokwenene ukukhusela into eyenziwa yenye inkampani ngomxholo. Kwenzeka ntoni apho. Ndithetha nje abadali baziva ukuba uxinzelelo. Siyayiqonda. Kukho ithuba. Ndibe nomdali omnye ondixelele ukuba itrafikhi yabo kulo nyaka uphelileyo ukusuka kuGoogle ihle ngeepesenti ezingama-50. Batsho ukuba nge-AI Overviews njalo njalo, i-traffic iphantsi kweepesenti ze-50. Bathengisa iincwadi.
Indlela endasabela ngayo kubo yayikukuthi, “Iyandicaphukisa loo nto. Ndiya kubaxelela kwakhona, "Ukuba ungumbhali wencwadi, ukulinda abantu bakhangele igama lakho kuGoogle kufuneka ibe yeyona ndlela incinci yokwenza imali ngobuchule bakho. Ke ngoku makhe sithethe malunga nokuba singakuthatha njani oko ukwenza kakuhle kwaye sikufumane phambi kwabantu ngendlela edala ixabiso ngendlela eyahlukileyo."
Mhlawumbi sinokukwenza ngendlela kwaye sifumane phambi kwabantu ngendlela eyenza ixabiso ngendlela eyahlukileyo. Kwaye mhlawumbi singayenza ngendlela engeyiyo iitoni zomsebenzi owongezelelekileyo kuwe kwaye izise uhlobo olutsha lwamathuba. Ndicinga ukuba amaqonga afana nelethu aya kunika elo thuba kubantu abakhetha ukulithatha. Ayinguye wonke umntu oya kuthi.
Ngaba ndingayandisa le nto kuwe njenge-CEO yenkampani yesoftware?
Ngokuqinisekileyo.
Le yingxoxo efanayo endiyivayo malunga neemodeli zemida, kunye neenkampani ze-AI kunye nokwanda kwazo okungapheliyo kulo lonke udidi. Kwaye ke into onokuthi uyibize nge-SaaSpocalypse. Kutheni ndiza kuhlawula umda wakho kwiimpawu ozithengayo kubo xa ndikwazi ukuthenga amathokheni abo ngokuthe ngqo kwaye ndithethe nje noClaude? Kutheni ndingakhe ndive nje ikhowudi yekhowudi into ejongeka njengeGrammarly kwaye ndiyiqhube endaweni yokuhlawula… yintoni, ufana ne-160 yeedola ngonyaka? Le yeyona nto izayo kwishishini lesoftware libhalwe likhulu. Ngaba nawe uvakalelwa ngaloo ndlela?
I-SaaSpocalypse ayilogama elilula ukuthetha. Kugqithise kancinci. Ndiza kukunika umbono wam ngayo. Kukho isoftware eninzi. Isakhono sokwakha isoftware ngokuqinisekileyo sifumana kakhulu, kulula kakhulu. Ndicinga ukuba izizathu zokuba kutheni abantu bakhethe ukusebenzisa isoftware kaninzi kungenxa yokuba iwenza kakuhle umsebenzi kwaye kuhlala kukho isiphumo sothungelwano esihambelana nayo.
Ndiza kukunika umzekelo kwaye ndiza kugxila kulawulo lobudlelwane bomthengi (CRM). Abantu bajonge kwi-SaaSpocalypse, bayahamba kwaye bazameukugweba i-Salesforce kwaye uthi, "Kutheni umntu ehlawula i-Salesforce? Ewe, kuqala bathi, "Kutheni umntu enokuba neCRM?" Kwaye ke ukuba bayayidinga iCRM, kutheni beza kuhlawula iSalesforce?
Ndiza kuyiphendula yomibini imibuzo. Kutheni uhlawulela iCRM? Xa unamaqela abantu abasebenza kunye, udinga isoftware ukuze basebenze kunye. Ukuba ndinomthengisi omnye, ndiyakwazi ukugcina zonke iintengiso zam entlokweni yam. Ukuba ndinabathengisi be-10, mhlawumbi ndingayenza nge-spreadsheet. Xa ndine-100, ndifuna isoftware ukuzigcina kunye. Loo software namhlanje ibizwa ngokuba yiCRM software. Xa ndine-1,000 yeearhente ezithengisa egameni lam, ndiza kufuna indlela yokuba banxibelelane omnye nomnye. Ingahluka, kodwa ndicinga ukuba iya kubaluleka. Kutheni izakuba yimveliso efana neSalesforce? Andazi ukuba iya kuba yi-Salesforce, kodwa amandla eziphumo zenethiwekhi aya kuba phezulu kakhulu.
Uza kuthi, "Ezi ziimveliso endiza kuzikhethela zona imveliso eqhagamshelwe kwi-ecosystem ngeendlela ezahlukeneyo." Kutheni abantu beza kuphinda bakhe iGrammarly? Ndiqinisekile ukuba baya kuzama. Ithemba lam lelo nqaku, siliqonga lazo zonke iiarhente ezisebenza kanye apho usebenza khona kwaye [akufuneki] uhambe uziphindaphinda zonke. Ndiqinisekile ukuba kuya kubakho abantu abaya kuthi, kodwa ndicinga ukuba abantu abaninzi abayi. Olu lubhejo olubalulekileyo lwendlela ishishini lesoftware eliqhubela phambili ngayo. Isidingo sesoftware siya kwanda kuphela. Ukubaluleka kweziphumo zenethiwekhi kuya kwanda kuphela.
Awucingi ukuba i-OpenAI, okanye i-Anthropic, okanye i-Google iya kuthi, "Ewe, i-Grammarly iluncedo kakhulu. Sinokwakha isixhobo esifana naso ngemizuzwana kwaye siyithumele kwaye sibulale imveliso yabo. Bathenga nje iithokheni zethu kunjalo. Sinokubabulala ngokulula. "
Ukukwazi ukwakha eso sixhobo kudala kukho. Ke ukuba oko bekuyinyani, ishishini lethu belingayi kukhula. Asinakuba nabantu abazizigidi ezingama-40 abayisebenzisa yonke imihla. Umbono uya usiba lula kwaye ube lula. Ewe, asinako ukuma ngxi. Ukuba simi ngxi kwaye asiqhubeki nokusungula izinto ezintsha, ukuba asakhi loo mpembelelo yenethiwekhi, ukuba asiqhubeki nokongeza ixabiso kubantu, siya kubanjwa. Oko kusoloko kuyinyani.
Ndifuna nje ukugqiba ngento enkulu. Kwakhona, ubukade uqhuba la maqonga. Ukwibhodi eSpotify. Ndiyazi ukuba ucinga ngoqoqosho apha kunye nendlela umsebenzi oveliswa ngayo kwaye ngubani ohlawulwa ngokunzulu njengaye nabani na. Ndijonge ubume bomhlaba weendaba ngoku, indawo yolwazi onokuthi uyibize nge-intanethi. Kwaye ndithi, "Mfana, yonke into ijika kancinci ibe yiQVC." Ukwenza ezi zinto kuthotywa yonke imihla. Ukuba ngumntu owenza izinto kuba nzima ngakumbi. Yinto oyiphindaphinde kaninzi ngoku kwiyure ephelileyo.
Ekugqibeleni kwayo yonke into, abadali bonke kufuneka bajikeleze ekuthengiseni into. Abazalwana bakaPaul kufuneka bakuthengisele amanzi asebhotileni. UMnu Beast kufuneka akuthengisele imivalo yamandla. Siwujongele phantsi umsebenzi kangangokuba ngokungafaniyo nalo naliphi na elinye ishishini emhlabeni, amashishini e-intanethi, ulwazi lwe-ecosystem pivots ukusuka kumasuntswana ukuya kwiathom. Oko kunqabile kwimbali yoshishino.
Uninzi lwamashishini ajikeleza ukusuka kwii-athom ukuya kwiibhithi. Imida yeebits ngokwembali ingcono kakhulu kunemida yee-athomu ngaphandle kweYouTube, ngaphandle kokuba wonke amagcisa aphambili kufuneka abe kukhenketho ngonaphakade kuba imali yokuthengisa umculo ngokwayo iphantsi kakhulu. I-AI izisa oko kwinqanaba. Unokuluva uxinzelelo. Yonke le ncoko imalunga nolo xinzelelo.
Mhlawumbi iimfundiso zomthetho azihambelani ncam kwaye mhlawumbi ndenza izinto ezininzi ngokubanzi kwaye ndiva izigxeko othe wandinika zona, kodwa yile nto ndiziva ngayo. Onke la maqonga, ekugqibeleni, aba malunga nomntu ozama ukukuthengisa enye into. I-AI iyayikhawulezisa loo nto. Ndiyazibuza nje ukuba ucinga ukuba isiphelo siphi.
Luphawu olunomdla. Kukho iimodeli ezininzi zeshishini phaya. Into oyichaze njengamasuntswana kwiiathom, ndicinga ukuba yenye yeendlela zokuyijonga. Ndiqinisekile ukuba abanye abadali baziva ngathi ingeniso yentengiso evela kuYouTube ayanelanga. Kungenxa yokuba kukho ithuba, akunjalo? Kutheni ungakhe uthabathe ithuba? Ndicinga ukuba "kufuneka" yindlela enyeyichaze. "Yiya" yindlela eyahlukileyo yokuyichaza. Enye into endinokuyithetha kukuba andicingi ukuba kuchanekile ukuthetha iibits ngokuchasene neathom. Yintengiso eninzi ngakumbi xa ithelekiswa nemirhumo ngokuchasene nokuthenga. Kwaye andicingi ukuba ukusasazeka koko kumalunga nesuntswana kunye neqhekeza leathom. Imalunga neqhekeza loqhagamshelwano.
Kukho isethi yamaqonga akhiwe ngeebhola zamehlo. Into endiyakhileyo kuYouTube yayakhiwe ngokuyintloko kwiibhola zamehlo. Kuyo yonke imbali, isixa senkcitho yentengiso ibisoloko iyipesenti ethile yeGDP. Ifakwe phakathi kwe-2% kunye ne-4% ye-GDP ngonaphakade. Oko kwahlulwa phakathi kwazo zonke ezi bhola zamehlo kwaye leyo yimodeli yeshishini enye. Ewe, inani labadali abalwela oko liye lahlukana kakhulu kule minyaka imbalwa idlulileyo kwiqonga ngalinye. Yintoni enokuvela kuloo nto incinci. Kukwakho ukukwazi ukuthengisa iimveliso. Ukukwazi ukuthengisa iimveliso kudala njengexesha, kwaye phakathi koko kukukwazi ukwakha uxhulumaniso. Ezo mveliso zikholisa ukwenza umsebenzi omninzi ngokubhalisela.
Kuyathakazelisa xa sicinga ngabanye abadali bam endibathandayo, abaninzi babo babhalisela ithiyori yabalandeli be-1,000: ukuba unokufumana abantu abayi-1,000 ukuba bakuhlawule i-100 yeerandi ngonyaka, ngequbuliso uneshishini le-100,000 yeedola. Kukho udidi lwabantu abagqibe kwelokuba, "Ndingaya kwindawo apho ndifumana imali encinci ngalo lonke ixesha kukho umntu oqhwanyazayo kwaye ajonge kum. Okanye ndinokubafumana ezantsi kwifenitshala ukuze bathenge ihambhega yam okanye ibhotile yam yamanzi. Okanye phakathi, ndinokwakha unxibelelwano olunzulu ngokwaneleyo nomntu azimisele ukundihlawula isixa esikhulu semali kwaye andikwazi ukuyifuna ngokuqhubekayo. ukwakha ishishini lokwenyani ngayo. ”
Kukho abanye abadali abamangalisayo abenze umsebenzi omhle kakhulu ngaloo nto. Uninzi lwabo ndiqinisekile ukuba uyabazi. Into endifuna ukuyenza kunye nento esizama ukuyenza nge-Superhuman kunye neqonga lethu learhente yenza abantu bakwazi ukwakha elo nqanaba lonxibelelwano. Uninzi lwabo benza iileta zeendaba. Kunentsingiselo kakhulu ukuthi, "Ndifumene incwadana yeendaba. Zii-100 zeerandi ngonyaka. Nantsi indlela ongayenza ngayo. Abantu abali-1,000 bandifumana kwi-100 enkulu. Abantu abayi-10,000 bandifumana kwisigidi seerandi ngonyaka." Oko kuvakala njengonxibelelwano olunentsingiselo.
Kwimeko yethu, ndithi i-AI iya kusivumela ukuba senze okungakumbi kunokuvela kwibhokisi yakho yangaphakathi. Iza kukuvumela ukuba ubonise ngosiba olubomvu kunye nepeni eluhlaza kufutshane nomntu kwaye uthi, "Ndingakunceda kule nto uyenzayo, ubuncinci inxalenye yayo esisebenza kuyo." Kwaye ndikulungele ukungcakaza oko, ungaya kufumana abantu abali-1,000 ukuba bathi "oko kuxabisa i-100 leerandi ngonyaka kum"? Ndicinga ukuba uya kukwazi.
Yima, ndiza kukubuza oku ngokuthe ngqo kangangoko ndinako. Ngaba ucinga ukuba eli nqaku liya kuba lilungile?
Kuya kuba kuhle njengomsebenzi awubekayo umdali kuwo. Ngaba zonke iincwadi zeendaba zilungile? Hayi, uninzi lweendaba ziyafunxa. Akukho siqinisekiso sokuba iqonga leendaba linokubenza balunge. Ngaba yonke ividiyo yeYouTube ilungile? Hayi, ubukhulu becala boyikeka kakhulu. Kodwa ngaba iyakuvumela-
Andazi ukuba isixhobo sakho sijongeka njani ukwakha iarhente ngaphakathi kweqonga lakho, kodwa andikayiboni iLLM enokuphinda ibhale ukubhala kwam, ndiyeke ukuhlela kwam. Kwaye uxhomekeke kubuchule beemodeli ngokwazo. Ke ndikubuza uhlobo lwendlela ngokubanzi, kodwa uyazi ukuba isixhobo sakho sakhiwe njani, ngaba ngokwenene ungasenza isixhobo esinokwenza kakuhle?
Ndicinga njalo. Ndingatsho ukuba senze umsebenzi omhle kakhulu ngeGrammarly, ukuba siphindaphinda utitshala wegrama kakuhle. Ngaba sinokukwenza oko ngoluhlu olubanzi lwezinto? Ndiyakholwa njalo. Sinobungqina obulungileyo bayo sele kukho nezinye iiarhente ezisebenza kwiqonga lethu. Ngaba singakwakhela elungileyo okanye ungakwakhela elungileyo? Andaz. Ndingathanda ukusebenza nawe kuyo.
Sikhangeleka njani eso sixhobo? Yintoni "ukwakha isixhobo esilungileyo esindivumela ukuba ndihlele" kujongeka njani?
Yile nto ubuyithethile ngaphambili, kuya kufuneka ubhale phantsi loo mbono efana, injani ukuhlela kwakho?
Hayi, ndiyathetha, chaza ngokwenyani ujongano endibonelelwa sisixhobo sakho ukwenza oko.
Owu, indawo enkulu yojongano yibhokisi ekhawulezayo kwinto esiyibiza ngokuba zizixhokonxa. Uya kuthi, "Nantsi yamimfundiso.” Yicinge ngathi uza kupapasha incwadi yakho yemigaqo kwaye nantsi into yokuqalisa. Nantsi isethi yezinto ezithi, xa ubona oku, yenza oku. Kwaye nantsi incwadi yam yokufundisa, nantsi indlela endicinga ngayo ngezinto. Kwaye xa ubona oku, yenza oku. Unike umzekelo wengxelo kwisihloko. Awuzange uyithande ingxelo onike yona kwisihloko. Kusengqiqweni. Ndiyazibuza ukuba ungabhala phantsi ukuba yeyiphi impendulo onokuthi uyinike kwisihloko?
Makhe ndicebise indlela eyahlukileyo yokucinga ngayo. Yenza ngathi umzuzwana uzama ukuqeqesha omnye umntu. Uthi, "Heyi, ndiza kuqesha umqeshwa kwaye ndiza kuzilinganisa kwaye ndiza kubafundisa ukuba bafane nam." Ubuya kubafundisa njani? Ubuya kuhlala phantsi nabo kwaye ubhale ezinye izinto phantsi. Kwaye ke into yesibini onokuyenza kukuba ubabukele beyenza kwaye emva koko uya kubalungisa.
Elinye icandelo ekufuneka silenzile kukuba sitsho, kufuneka ufumane ingxelo kwaye kufuneka ukwazi ukuza uthi, “Ibiyingcebiso emdaka. Musa ukuyenza loo nto kwakhona.” Kwaye ke yiloo nto olu nxibelelwano kufuneka luzive ngathi. Unika isethi yemiyalelo, unika isethi yezinto ezibangela, kwaye emva koko ufumana impendulo. Kwaye uthi, "Oku kusebenzile, oku akusebenzanga." Uza kubuya kwaye uya kujonga kwaye uthi, "Ewe, oko ngokucacileyo akusebenzanga." Mhlawumbi ayizange isebenze kumsebenzisi, abazihoyanga iingcebiso zakho. Mhlawumbi ayisebenzanga into ocinga ukuba ngumsebenzi olungileyo. Ujonge isiphumo kwaye wathi ayingomsebenzi ulungileyo kwaye uya kuwuqeqesha.
Ingcamango yokukwazi ukuqeqesha i-arhente yomntu ngamnye, kwimveliso nganye, inomdla ngokwenene kwaye iyanyanzelisa. Andicingi ukuba kuya kuba lula ukwenzela wonke umntu, kodwa abantu abayenza kakuhle baya kufana nabadali abadumileyo beYouTube namhlanje. Uya kwenza uxhulumaniso olunzulu kakhulu kunye neseti ebanzi yabantu ngendlela ongayi kuyithatha ngeedola zentengiso okanye ngokuthengisa iibhotile zamanzi.
Ngaba unawo umzekelo yenye yezi ocinga ukuba isebenza kakuhle namhlanje?
Ndicinga ukuba iGrammarly yeyona icacileyo. Uninzi lwabanye abalungileyo ngokwenene-
Igrama ifana negrama, akunjalo? Isekwe kwimithetho kwaye icace kakhulu. Igrama inemigaqo, inengqiqo. I-squishy kumda, kodwa kukho igrama elungileyo kwaye kukho igrama embi kwaye unokuzibona ngokucacileyo ezi zimbini.
Inomdla ngokwenene. I-Grammarly luluhlu lweemodeli. Imodeli yenqanaba lesiseko ngokwenene kupelo. Upelo yeyona nto ingundoqo yenkcazo. Igrama inemithetho elungileyo. Upelo lunemithetho ecacileyo ngenene. Igrama inemithetho elungileyo.
Kodwa eneneni isizathu sokuba abantu basebenzise iGrammarly kukuba sihamba kakuhle ngaphaya koko. Ke senza iingcebiso ngethoni, senza iingcebiso malunga nesitayile. Senza, "Heyi, oku kukwenza uvakale ngqwabalala." Ezi zizinto zonke ozifumanayo xa uhlawulela iGrammarly. Lolo luhlobo lweengcebiso abazifumana kuthi kwaye babonakala bezithanda - abantu abazizigidi ezingama-40 bazisebenzisa yonke imihla. Kukho uluhlu olubanzi lwabalingane abaye batsibela eqongeni kunye neearhente zokwakha ngokunjalo. Uninzi lwazo lusondele kwizixhobo.
Ke enye yaphehlelelwa kwiiveki ezimbalwa ezidlulileyo ukusuka kwiGamma ekuncedayo ukuba wakhe isilayidi esilungileyo. Benza umsebenzi omninzi ukuthatha "ubhale ntoni?" ukuba "ndingajika njani ndibe yidekhi yesilayidi?" Sibone uninzi lwazo lwakhiwa ngaphakathi kweenkampani. Umzekelo wentengiso endiwunikileyo, oqheleke kakhulu, uthi, “Heyi, ukuba ndiyintloko yentengiso, ndinendlela yokuthengisa. Kufuneka usoloko ubuza le mibuzo mithathu. Kufuneka uhlale ubeka imveliso yethu ngezi ndlela. " Babhala phantsi ezo, baziguqule zibe yiarhente kwaye bathi, "Qinisekisa ukuba oku kuphambi kwabantu ngelixa besebenza." Kwaye ndicinga ukuba abanye babo benza kakuhle.
Ezo zizinto zokusetyenziswa kweshishini kwaye ngokwenene ndiyayiqonda imeko yokuthengisa kakhulu. Udinga abathengisi ukuba bonke bathethe into efanayo ngalo lonke ixesha. Ndiyaqonda ukuba abakwenzi oko ngalo lonke ixesha. Sinabathengisi.
Eneneni, ngaba umntu oyileyo unokusebenza?
Ndibuza kuba andicingi ukuba incasa isekwe kwimithetho. Abavelisi bethu basemva apha equleni, kuba inxenye yomsebenzi wabo ngeveki kuzama ukubhala njengam. Bafumana okuninziimpendulo evela kum ngqo kuloo nto. Ndihlela ngokoqobo amaxwebhu ukuze ndikwazi ukufunda i-intros kunye ne-outros kwaye nditshintsha imibuzo. Kwaye kunzima ngenene nokuba ingabantu abathathu nje abachithe iminyaka besebenza kunye ukuzama ukufikelela kwimveliso esebenzayo. Kwaye zilungile ngokwenene.
Ewe. Ilungile ngokupheleleyo. Uqikelelo lwam ziintlobo zeengcali eziya kuqala ukoyisa apha aziyi kuba zezi uzichazayo. Abo benza into eyilayo, isandi sodwa, siyenza ivakale ngcono, mhlawumbi ayingabo baya kusebenza kuqala. Kodwa ndicinga ukuba kukho isethi yeengcali kunye nabadali abaza kusebenza kakuhle. Mhlawumbi ndiza kukhetha ezo zikufuphi neGrammarly.
Kukho isethi yootitshala abaya kubasebenzela kakuhle oku. Baza kuthi, "Heyi, ukongeza ekuqinisekiseni ukuba igrama yakho ilungile, kubonakala ngathi ubhala okuthile malunga nembali. Ndinokukunceda ukuba ugubungele imbali ngokucacileyo." Ayicacanga ncam njengeenyani zegrama, kodwa isondele kakhulu. "Yile nto yenzekileyo ngeli xesha. Kuya kufuneka uzazi ezi zinto zahlukeneyo." Ootitshala baya kuba ngumzekelo omhle woku.
Zeziphi ii-LLMs ezilungileyo ngokwenene? Balungile ngokwenene ekulinganiseni into ethethwa ngumntu wonke. Ke ngaba banokwenza into ekhethekileyo njengawe? Hayi, mhlawumbi akunjalo. Ngaba banokuthatha inxalenye yesiphakamiso sakho kwaye bayiguqule ibe yinto eluncedo ngokwaneleyo ukuba unokufumana abantu abali-1,000 ukuba bahlawule i-100 leerandi ngenyanga? Ndibheja ukuba unokuza nento kuba ibha ayiphezulu.
Ndiyazi ukuba siyijikile incoko kancinci. Ukuba sithetha ngawe kunye nethuba lakho leshishini, akukho mfuneko yokuba uziphindaphinde ngendlela obuya kuba yiyo emntwini. Kufuneka nje udale inzuzo eyaneleyo yokuba abantu abayi-1,000 bakuhlawule i-100 leerandi ngonyaka. Yiloo nto ekufuneka uyenzile. Ngaba kukho inxalenye yendlela yakho ocinga ukuba ilungile kangangokuba abantu bangayenza loo nto? Ndibheja kukho.
Kuya kufuneka ndicinge ngayo kakhulu. Enkosi kakhulu ngokuza, ngokuphendula imibuzo, ngokuba ngumdlalo ukuphendula imibuzo. Ndiyayibulela kakhulu.
Ngokuqinisekileyo.
Ndinemibuzo emininzi. Kuya kufuneka ukuba ubuye kungekudala ukuze ukwandise umda ogcweleyo. Yintoni elandelayo kwiGrammarly? Xelela abaphulaphuli into abafanele bayijonge.
Sixakeke kakhulu sisakha iSuperhuman Go. Sineseti enkulu yokusungulwa ezayo kwiinyanga ezimbalwa ezizayo, ke hlala uyijonge loo nto.
Konke kulungile. Shishir, enkosi kakhulu ngokuba kwiDekhowuda.
Konke kulungile. Enkosi.
Imibuzo okanye izimvo malunga nesi siqendu? Sibethele kwi-decoder@theverge.com. Ngokwenene siyayifunda yonke i-imeyile!
