Kev npau taws kev txhawj xeeb uas Generative AI ChatGPT Spurs Cov Tub Ntxhais Kawm Kom Tsis Txaus Siab Thaum Sau Ntawv Sau, Spawns Spellbound Attention Rau AI Ethics Thiab AI Txoj Cai

Puas yog cov ntawv sau los ntawm cov tub ntxhais kawm niaj hnub no tsis muaj dua?

Puas yog tus menyuam kawm ntawv cov ntawv npau taws ua rau kub taub hau tawm ntawm qhov rais?

Qhov ntawd yog brouhaha uas tau tawg rau hauv qhov kev tawm tsam tsis ntev los no. Koj pom, qhov tshwm sim ntawm AI app hu ua ChatGPT tau txais kev mloog ntau thiab sib npaug sib npaug ntawm kev npau taws heev. Rau kuv qhov kev pab cuam dav dav ntawm ChatGPT, saib qhov txuas ntawm no. Rau kuv qhov kev pabcuam txuas ntxiv thiab nthuav dav ntawm AI Ethics thiab AI Txoj Cai, saib qhov txuas ntawm no thiab qhov txuas ntawm no, Cia li mus rau npe rau ob peb tug.

Lub ntsiab lus ntawm hollering thiab bellowing yog tias hom AI no, feem ntau hu ua Generative AI, yuav yog kev tuag rau kev thov kom cov tub ntxhais kawm ua cov ntawv sau ntawv.

Vim li cas thiaj?

Vim tias qhov tseeb hauv generative AI tuaj yeem tsim cov ntawv sau zoo li zoo los ntawm kev nkag ntawm qhov yooj yim tam sim. Yog tias koj nkag mus rau ib kab xws li "Qhia rau kuv txog Abraham Lincoln" AI yuav tsim cov ntawv sau txog lub neej thiab lub sijhawm ntawm Lincoln uas feem ntau zoo txaus los ua yuam kev vim tau sau tag nrho thiab tsuas yog los ntawm tib neeg txhais tes. Tsis tas li ntawd, thiab ntawm no yog tus kicker tiag tiag, cov ntawv sau yuav tsis yog ib daim ntawv luam tawm lossis pom tau ntawm lwm yam uas twb tau sau rau tib lub ntsiab lus. Kev tsim cov ntawv sau yuav yog qhov tseem ceeb "thawj" kom deb li deb raws li kev tshuaj ntsuam xyuas yuav ua kom paub tseeb.

Ib tus menyuam kawm ntawv tau ntsib txoj haujlwm sau ntawv tsuas yog tuaj yeem thov ib qho ntawm cov khoom siv AI no, nkag mus sai, thiab voila, lawv cov ntawv sau tag nrho tau sau rau lawv. Lawv tsuas yog yuav tsum tau txiav thiab muab cov ntawv sau ua tiav rau hauv cov ntaub ntawv khoob, surreptitiously nplawm lawv lub npe thiab cov ntaub ntawv hauv chav kawm rau nws, thiab nrog me ntsis gutsy bravado mus tom ntej thiab tig nws ua lawv txoj haujlwm.

Txoj hauv kev uas tus kws qhia ntawv tuaj yeem txiav txim siab tias cov ntawv sau tau sau los ntawm AI thiab tsis yog los ntawm cov tub ntxhais kawm yog ze ze rau xoom.

Ntshai!

Cov xov xwm tau tshaj tawm sai sai tias peb tau mus txog qhov kawg ntawm kev muaj cov tub ntxhais kawm sau cov ntawv sau lossis ua txhua yam tseem ceeb ntawm kev sau ntawv sab nraud. Qhov tsuas yog txhais tau tias tiv thaiv qhov xwm txheej yuav zoo li siv cov ntawv sau hauv chav kawm. Thaum cov tub ntxhais kawm nyob hauv qhov chaw tswj hwm xws li chav kawm thiab xav tias lawv tsis muaj kev nkag mus rau lub khoos phis tawj lossis lawv lub xov tooj smartphones, lawv yuav pom lawv tus kheej txwv tsis pub sau cov ntawv sau cov lus qub.

Yuav kom qhia meej, txoj kev qub qub txhais tau tias lawv yuav tau sau ntawv nkaus xwb ntawm kev siv lawv tus kheej noggins.

Txhua yam kev sau ntawv uas tau ua sab nraum chav kawm yuav raug xav tias tam sim ntawd. Cov tub ntxhais kawm puas tau sau tsab ntawv lossis puas muaj AI app ua li ntawd? Raws li tau hais, tsab ntawv yuav sau tau zoo heev uas koj tsis tuaj yeem tshawb pom tias nws tau sau los ntawm lub tshuab. Kev sau ntawv yuav tsis muaj tseeb. Lub syntax yuav zoo heev. Cov kab lus ntawm kev hais lus thiab cov lus sib cav uas muaj peev xwm qhia tau ua yuav nyuaj.

Heck, nyob rau hauv ib txoj kev hais lus, koj tuaj yeem hais tias AI generative yuav taw tes nws cov lus pov thawj los ntawm kev sau ntawv uas yog dhau qhov peev xwm ntawm cov tub ntxhais kawm uas xaiv los ua txoj hauv kev tsis zoo no. Tus kws qhia ntawv tuaj yeem xav tsis thoob tsuas yog vim qhov sau ntawv tau zoo me ntsis. Tus kws qhia ntawv txawj ntse yuav raug ntxias kom twv tias tus tub ntxhais kawm tsis tuaj yeem sau cov lus zoo nkauj thiab zoo nkauj. Internal tswb tswb pib ringing.

Tau kawg, kev nyuaj rau cov tub ntxhais kawm txog lawv cov ntawv sau yuav yog dab tsi thiab tuaj yeem ua rau muaj qhov tsis zoo.

Xav tias tus menyuam kawm ntawv ua tib zoo sau tsab ntawv, txhua tus ntawm lawv tus kheej. Tej zaum lawv yuav muaj ob zaug thiab triple-xyuas nws. Muaj ib lub caij nyoog uas tej zaum lawv muaj ib tug phooj ywg los yog acquaintance coj mus saib kom pom dab tsi xav tau ntxiv polishing. Zuag qhia tag nrho, nws tseem yog lawv cov ntawv sau raws li sau los ntawm lawv. Xav txog tej yam ib tug kws qhia ntawv nug cov tub ntxhais kawm loj thiab studios no tau taw qhia cov lus nug txog kev sau ntawv. Kev txaj muag thiab kev chim siab ntawm qhov tseem ceeb ntawm kev raug liam tias dag yog palpable, txawm tias tus kws qhia ntawv tsis nrov nrov ua qhov kev thov. Qhov kev tawm tsam ntawm nws tus kheej tsuas yog txaus kom txo qis kev hwm ntawm cov tub ntxhais kawm thiab ua rau lawv xav tias tsis muaj tseeb.

Qee tus tau hais tias ib tus kws qhia ntawv uas muaj kev tsis txaus siab txog kev sau ntawv yuav tsum nug tus menyuam kawm ntawv piav qhia qhov lawv tau sau. Piv txwv li, yog tus sau ntawv sau los ntawm tus menyuam kawm ntawv, tus menyuam kawm ntawv tshwj xeeb tuaj yeem piav qhia nws txaus. Cov xib fwb tau ua zoo li no nug rau eons. Ib tug tub kawm ntawv yuav tau corralled lwm tus tub kawm ntawv los sau lawv tsab ntawv rau lawv. Cov tub ntxhais kawm yuav tau txais ib tug niam txiv los sau lawv tsab ntawv. Hauv lub ntiaj teb niaj hnub no, cov tub ntxhais kawm yuav them ib tus neeg thoob plaws Is Taws Nem los zais lawv cov ntawv sau rau lawv.

Yog li, nug tus tub ntxhais kawm los txheeb xyuas qhov kev sau ntawv los ntawm kev nug hauv chav kawm yog kev cai thiab tsis yog qhov loj.

Kuv zoo siab koj tau coj qhov ntawd.

Sim ua kom grill tus menyuam kawm ntawv me me lossis ua yeeb yam tsis yog qhov yooj yim litmus xeem raws li koj xav. Cov tub ntxhais kawm tuaj yeem kawm tau zoo ntawm AI-tsim ntawv sau thiab tau txais lawv tus kheej npaj rau kev nug.

Xav txog qhov no. Tus tub ntxhais kawm thawj zaug tsim cov ntawv sau nrog tsuas yog nias lub pob. Cov tub ntxhais kawm tom qab ntawd siv sijhawm gobs uas lawv yuav mob siab rau sau cov ntawv sau tsis zoo los tshuaj xyuas thiab kawm cov ntawv sau. Tom qab ib pliag, cov lus yuav luag tag rau kev nco. Cov tub ntxhais kawm yuav luag deludes lawv tus kheej rau hauv kev ntseeg tias lawv tau sau tsab ntawv tiag tiag. Qhov zoo li kev ntseeg siab thiab kev paub zoo no tuaj yeem tau txais lawv los ntawm kev txheeb xyuas tus kws qhia ntawv.

Aha, qee tus hais nrog me ntsis ntawm qhov cuam tshuam rau qhov kev ntshai ntawm cov khoom siv AI, nco ntsoov tias tus tub ntxhais kawm tau ua qhov tseeb "kawm" ib yam dab tsi los ntawm kev tsim cov ntawv sau. Tseeb, tus tub ntxhais kawm tsis tau ua cov haujlwm los tshawb fawb lub ntsiab lus, thiab lawv tsis tau sau cov ntawv sau, tab sis txawm li cas los xij, yog tias lawv ua tib zoo kawm cov ntawv sau, nws zoo li qhia tias lawv tau kawm txog lub ntsiab lus. Cov tub ntxhais kawm uas tau cog lus rau kev kawm los ntawm lub siab cov ntawv sau txog Lincoln tau xav tias tau kawm qee yam ntawm cov ntsiab lus ntawm Lincoln.

Kev kawm tau tshwm sim.

Whoa, qhov rov hais dua mus, txoj haujlwm yuav yog ob txoj hauv kev. Kev kawm txog Lincoln tej zaum yuav yog qhov thib ob. Lub hom phiaj tiag tiag yog kom tus menyuam kawm sau ntawv. Qhov tseem ceeb ntawm txoj haujlwm no tau raug txiav tag nrho. Cov kws qhia ntawv feem ntau muab cov ncauj lus qhib thiab tsuas yog xav kom tus menyuam kawm ntawv tau txais kev sau ntawv. Koj yuav tsum nteg tawm qhov koj xav sau, koj yuav tsum paub cov lus koj yuav siv, koj yuav tsum muab cov lus tso rau hauv cov kab lus thiab kab lus, thiab lwm yam. Tsuas yog nyeem ntawv AI-tsim cov ntawv sau tsis yog txhua qhov sib piv nrog qhov tseem ceeb ntawm kev sau ntawv.

Qhov cuam tshuam rau qhov no yog qhov kev thov tias tus tub ntxhais kawm muaj peev xwm kawm txog kev sau ntawv los ntawm kev tshuaj xyuas cov ntawv sau los ntawm AI. Tsis yog peb sawv daws kawm cov neeg txawj sau ntawv kom pom lawv sau li cas? Peb qhov kev sau ntawv yog kev sim kom ncav cuag qhov nyiam ntawm Shakespeare thiab lwm tus kws sau ntawv zoo. Kawm cov lus sau yog ib txoj kev siv tau los ntawm kev sau ntawv yuav ua li cas.

Zoo li kev sib tw ntaus pob tesniv hnyav, lub pob txav mus rau sab nraud ntawm lub vas. Txawm hais tias kev kawm ntawv zoo yog qhov zoo, koj yuav tsum sau ntawv kawg yog tias koj xav sau tau. Koj tsis tuaj yeem nyeem tsis kawg thiab tom qab ntawd cia siab tias tam sim no tus tub kawm paub yuav sau li cas. Lawv yuav tsum sau ntawv, sau ntawv, thiab sau ntawv mus kom txog thaum lawv muaj peev xwm nthuav tawm thiab txhim kho lawv txoj kev sau ntawv.

Koj puas pom li cas qhov no yog qhov tsis txaus ntseeg?

Nco ntsoov tias muaj txog ib zillion lossis ntau dua twists rau tag nrho cov no.

Kuv mam li npog qee qhov kev txawj ntse thiab nthuav dav thiab hloov pauv.

Tuning The Essay Via AI Prompting

Muaj tsuas yog hais txog Shakespeare, ntawm no yog ib qho ntawm generative AI uas yuav ua rau koj xav tsis thoob. Hauv ntau lub generative AI apps, koj tuaj yeem hais qee yam zoo li no: "Sau ib tsab ntawv hais txog Lincoln zoo li Shakespeare sau cov ntawv sau." AI yuav sim tsim cov ntawv sau uas zoo li sau ua hom lus siv los ntawm Shakespeare hauv nws cov ntawv sau. Nws yog ib qho kev lom zem heev thiab koom nrog kev pom thiab ntau tus tau ncaws tawm ntawm qhov no.

Qhov no cuam tshuam li cas rau cov tub ntxhais kawm uas yog "kev dag" los ntawm kev siv AI generative los sau lawv cov ntawv sau?

Hauv ntau lub generative AI apps, koj tuaj yeem qhia AI los sau ua qhov tsawg dua-stellar zam. AI yuav nrhiav kev tsim cov ntawv sau uas yog qhov ntxhib me ntsis ntawm cov npoo. Muaj cov teeb meem syntax ntawm no lossis muaj. Lub logic ntawm tsab ntawv yuav dhia los yog me ntsis disjointed.

Qhov no yuav yog ib txoj kev ntse. Tus menyuam kawm ntawv muab cov ntawv sau ua tiav thiab hloov mus rau hauv. Cov ntawv sau tau zoo txaus kom tau qib siab, tab sis lub sijhawm no tsis zoo tag nrho vim nws tau txais kev npau taws ntawm tus xibfwb. Ib zaug ntxiv, AI tau ua tiav tag nrho cov txheej txheem rau cov tub ntxhais kawm, suav nrog kev ua cov ntawv sau ua tsis zoo.

Nyob rau saum toj no, feem ntau ntawm cov generative AI apps tso cai rau koj los siv lub app ntau npaum li koj xav ua li ntawd. Nov yog li cas uas tuaj ua si. Ib tug tub ntxhais kawm hom nyob rau hauv uas AI app yog los ua ib qho kev sau ntawv tsis zoo txog Lincoln. Cov ntawv sau yog tsim. Tus menyuam kawm ntawv saib daim ntawv thiab paub tias nws tseem zoo kawg nkaus. Cov tub ntxhais kawm nkag mus rau lwm qhov kev ceeb toom uas qhia AI kom ua rau qhov tsis zoo tshaj plaws.

Lather, yaug, rov ua dua.

Tus tub ntxhais kawm ntawv nkag mus rau qhov kev ceeb toom thiab tshuaj xyuas cov ntawv sau. Tshaj thiab dhau qhov no tshwm sim. Thaum kawg, tus tub ntxhais kawm tau txais AI rau qhov yog theem ntawm qhov tsis zoo hauv kev sau ntawv. Lub goldilocks version tau txais. Nws tsuas yog zoo meej txaus kom tau txais qib siab, thiab tsuas yog tsis zoo txaus kom tsis txhob muaj kev xav tsis thoob.

Kuv paub tseeb tias koj ib txhia hais tias yog tus menyuam kawm ntawv tau xaiv los sau cov ntawv sau ua ntej, lawv yuav siv sijhawm tsawg lossis tsawg kawg tib lub sijhawm sau ntawv nws tus kheej. Tag nrho cov kev siv zog-sapping ntawm AI app tuaj yeem raug coj mus rau qhov yooj yim mus sau cov ntawv sau.

Zoo, nco ntsoov, tus menyuam kawm ntawv tsis muaj qhov xav tau. Qhov yooj yim ntawm kev nkag mus sai thiab rov tshuaj xyuas dua thiab xaiv cov ntawv sau uas xav tau yog ua kom yooj yim dua rau cov tub ntxhais kawm ua. Ib teev ntawm kev ua qhov no yog qhov nyuaj tsawg dua li kev sau ntawv ncaj qha. Smarminess nyob rau hauv cov ntaub ntawv no yuav tsum tau hnyav tawm tsam kev muaj tiag.

Yuav ua li cas yog tias lwm cov tub ntxhais kawm ua tib yam

Kuv xav twv tias koj muaj qhov kev xav ntse hauv siab thaum koj tau nyeem qhov kev tshuaj ntsuam ua ntej txog kev sau ntawv thiab cov ntawv tsim tawm AI, uas yog tias tus tub ntxhais kawm yuav raug ntes tau yog tias ntau tus tub ntxhais kawm ua tib yam.

Cia kuv piav.

Tus kws qhia ntawv muab lawv tag nrho cov chav kawm sau ib tsab ntawv txog Lincoln. Piv txwv tias 90% ntawm cov tub ntxhais kawm txiav txim siab siv AI generative app rau txoj haujlwm no. Yog tias 90% zoo li kev nyuaj siab heev, mus tom ntej thiab siv 10% hloov. Tsuas yog nco ntsoov tias thaum cov tub ntxhais kawm tau txais cua ntawm kev siv hluav taws xob ntawm AI apps, kev ntxias kom siv lawv mus nceb.

Okay, yog li qhov tseem ceeb feem pua ​​​​ntawm cov chav kawm siv lub generative AI app. Koj yuav xav tias ergo cov tub ntxhais kawm txhua tus yuav tig mus rau tib yam Lincoln sau ntawv. Tus kws qhia ntawv yuav pom los ntawm lub sijhawm lawv kawm qib peb lossis plaub tsab ntawv uas cov ntawv sau zoo ib yam. Qhov no yuav yog ib qho pov thawj loj tias ib yam dab tsi tsis zoo.

Thov txim, tab sis koj tsis zoo li yuav muaj hmoo.

Feem ntau cov generative AI apps muaj kev nkag siab zoo rau qhov kev ceeb toom tshwj xeeb. Yog tias kuv sau "Qhia rau kuv txog Lincoln" piv rau yog tias kuv sau "Qhia rau kuv txog lub neej ntawm Lincoln" qhov txawv yog tias cov ntawv sau yuav txawv heev. Hauv thawj qhov piv txwv, tej zaum cov ntawv sau los ntawm AI tsom rau Thawj Tswj Hwm Lincoln thaum nws nyob hauv Tsev Dawb thiab tsis muaj dab tsi txog nws thaum yau. Lwm qhov kev tshoov siab tuaj yeem tsim ib tsab ntawv sau txog nws txoj kev yug los rau nws txoj kev tuag.

Tej zaum cov tub ntxhais kawm yuav tsis nkag mus rau qhov tseeb txhua yam uas tus kws qhia ntawv tau muab rau lawv raws li qhov kev qhia rau kev sau ntawv. Nws yuav zoo li tsim nyog, raws li ib tug cheater, sim variations. Tab sis txawm tias tag nrho cov tub ntxhais kawm nkag mus rau tib lub sijhawm, qhov sib txawv yog qhov zoo uas txhua qhov kev sau ntawv yuav txawv me ntsis ntawm lwm tus.

Cov AI cov ntawv thov no ua rau siv cov lej loj thiab suav nrog hauv lub network uas pib muaj qhov sib txawv ntawm cov ntawv nyeem nyob hauv Is Taws Nem. Muaj nyob rau hauv tus txheej txheem ntawm tsim ib tsab ntawv yog ib tug probabilistic yam. Cov lus xaiv tsis zoo li yuav nyob rau hauv tib qho kev txiav txim thiab ntawm tib lo lus tseeb. Txhua tsab ntawv uas tsim los feem ntau yuav txawv.

Txawm muaj ib tug catch rau qhov no. Yog hais tias lub ntsiab lus xaiv tsis meej, muaj lub caij nyoog uas qee qhov ntawm cov ntawv sau yuav zoo ib yam. Qhov ntawd yuav yog ib nrab vim tias tus qauv ntawm lub hauv paus ntawm cov ntawv nyeem yog nyias los pib nrog. Uas tau hais tias, txoj hauv kev uas sau ntawv tuaj yeem tseem sib txawv. Txhua yam kuv hais yog tias lub ntsiab lus ntawm cov ntsiab lus ib se tuaj yeem muaj peev xwm ua tau zoo ib yam.

Tsis xav kom zoo li glum, tab sis koj tuaj yeem muaj peev xwm ua tau tib yam kev thov txog ib lub ntsiab lus zoo li lub neej ntawm Lincoln. Muaj pes tsawg txoj hauv kev uas koj tuaj yeem piav qhia txog txhua yam ntawm nws lub neej? Yog tias koj muaj kev nyab xeeb rau cov tub ntxhais kawm hauv chav kawm kaw los sau txog Lincoln thiab muab lawv online nkag mus tshawb fawb nws lub neej, kuv twv hais tias qhov muaj feem ntawm cov ntawv sau yuav zoo ib yam tuaj yeem tshwm sim.

Qhov Uas Dawb Thiab Yooj Yim yog qhov tseem ceeb

Yog hais tias ib tug tub ntxhais kawm tam sim no xav dag los ntawm kev them ib tus neeg thoob plaws Is Taws Nem los sau lawv cov ntawv sau, nws yooj yim heev ua li ntawd (Kuv vam tias tsis ua rau koj poob siab, tej zaum kuv yuav tsum tau hais lus ceeb toom ua ntej).

Qhov teeb meem tab sis yog tias koj yuav tsum tau them nyiaj rau daim ntawv sau. Tsis tas li ntawd, muaj qee lub caij nyoog me me uas koj tuaj yeem, tom qab, raug ntes, tej zaum. Koj puas tau siv daim npav rho nyiaj los them tus nqi sau ntawv? Tej zaum zoo dua los siv qee hom kev them nyiaj hauv av los sim thiab ua kom koj cov kab khiav kom meej.

Qhov kev zoo nkauj lossis tej zaum qhov exasperating yam ntawm generative AI yog tias tam sim no lawv feem ntau muaj dawb xwb. Tsis tas yuav them nyiaj. Tsis muaj cov ntaub ntawv teev npe tshwj xeeb ntawm koj qhov kev siv (zoo, kom paub meej, AI app yuav ua raws li koj qhov kev siv, tshwj xeeb tshaj yog vim muaj ntau ntawm AI apps xav kom koj sau npe nrog email chaw nyob, tab sis tau kawg, koj tuaj yeem ua qhov ntawd ib yam nkaus. ).

Qee tus tib neeg xav tias koj yuav tsum yog AI wizard siv lub generative AI app.

Tsis yog li ntawd.

Los ntawm thiab loj, generative AI apps yog xav tsis thoob yooj yim siv. Koj hu rau AI app. Nws nthuav qhia koj nrog qhib textbox rau koj nkag mus rau koj qhov kev xav tau. Koj nkag mus rau qhov hais kom ua thiab ntaus xa. AI app tsim cov ntawv nyeem.

Hais txog nws.

Tsis xav tau cov lus tshwj xeeb hauv computer. Tsis paub txog databases lossis data science. Kuv paub tseeb rau koj tias tsuas yog hais txog ib tus menyuam hauv tsev kawm ntawv tuaj yeem siv lub generative AI app. Yog tias tus menyuam tuaj yeem ntaus tau, lawv tuaj yeem siv cov apps no.

Qee qhov sib cav hais tias cov tuam txhab uas muab cov generative AI apps yuav tsum xub xyuas lub hnub nyoog ntawm tus neeg siv, xav tias yuav tiv thaiv cov neeg laus tsis siv AI rau kev dag ntxias thaum sau ntawv. Yog tias tus neeg siv qhia tias lawv tsis yog neeg laus, tsis txhob cia lawv siv AI app. Ua ncaj ncees, qhov ntawd yog qhov tsis zoo li kev tiv thaiv, tshwj tsis yog qee qhov kev cai lij choj hais txog AI tau raug tsim tawm uas sim tsim cov kev txwv no. Txawm hais tias cov kev cai lij choj no dhau lawm, koj tuaj yeem tau txais qhov no los ntawm kev siv lub tshuab hluav taws xob AI uas tau tuav hauv lwm lub tebchaws, thiab lwm yam.

Lwm lub kaum sab xis txwv yuav yog yog tias cov khoom siv AI tsim nqi siv nyiaj. Piv txwv tias muaj tus nqi sib pauv lossis tus nqi sau npe. Qhov no yuav muab cov generative AI app sib npaug nrog cov tib neeg thoob plaws Is Taws Nem uas yuav sau ib tsab ntawv rau koj uas them koj ua li ntawd. Kev ua haujlwm yuav mus rau lub taub hau nrog AI (raws li ib sab, txhua qhov no qhia tias tib neeg uas rau kev ua neej nyob sau ntawv rau cov tub ntxhais kawm yuav raug hloov los ntawm AI uas ua tib yam; cov lus nug yog peb yuav tsum tu siab lossis txaus siab. tias cov tib neeg ua lub neej zoo li no yuav tsis muaj peev xwm ua tau li ntawd lawm).

Cov tuam txhab tsim cov AI generative apps yeej xav tau nyiaj los ntawm cov apps no, txawm hais tias yuav ua li cas thiaj tseem nyob saum huab cua. Them tus nqi sib pauv, tus nqi sau npe, lossis tej zaum them ib lo lus tsim tawm yog tag nrho ntawm lub rooj. Tsis yog them nyiaj rau tib neeg, kev khwv nyiaj txiag yuav ua tiav los ntawm kev siv tshaj tawm. Tej zaum txhua zaus koj siv ib qho tshwj xeeb AI app, koj yuav tsum xub pom ib qho kev tshaj tawm. Qhov ntawd yuav yog tus tsim nyiaj txiag.

Kuv ntxub cov kua mis rau qhov no tab sis raws li ib tug txhais tau tias ntawm kev kov yeej cov tub ntxhais kawm dag, nws yuav tsis yog ib yam ntawm cov mos txwv nyiaj. Tsis txawm nyob ze.

Muaj qhov qhib-qhov versions ntawm generative AI. Cov neeg muab cov ntawd tso rau ntawd thiab lwm tus muaj peev xwm ua kom lub app muaj pub dawb. Ib txoj hauv kev los sis lwm qhov, txawm tias qee lub tuam txhab them tus nqi, koj tuaj yeem nrhiav cov kev sib txawv uas siv tau dawb, txawm tias koj yuav xav pom kev tshaj tawm lossis tej zaum sau npe thiab muab qee cov ntaub ntawv hais txog koj tus kheej rau kev lag luam.

Puas Muaj Ntau Kauj Ruam Pab Qhov no

Cov tub ntxhais kawm xaiv los siv AI app tsim los tsim lawv cov ntawv sau.

Es tsis txhob tig ncaj qha rau hauv tsab ntawv, tus tub ntxhais kawm txiav txim siab hloov cov ntawv sau. Lawv txiav txim siab tawm ob peb lo lus ntawm no. Muab ob peb lo lus rau ntawd. Txav ib kab lus mus. Txav ib kab lus ntxiv mus. Tom qab me ntsis ntawm kev kho thiab kho kom zoo, tam sim no lawv muaj cov ntawv sau uas lawv npaj tau tig los.

Puas yog tsab ntawv no yog kev ua haujlwm ntawm tus menyuam kawm lossis tsis yog?

Kuv tau coj koj mus rau ib lab nyiaj daus las loj-lub sij hawm tsis teb lo lus nug uas tsis tau daws.

Cia peb ua qee qhov keeb kwm yav dhau los txog kev cai lij choj thiab kev ua txhaum cai. Nov yog ib lub ncauj lus uas kuv tau hais me ntsis, xws li qhov txuas ntawm no thiab qhov txuas ntawm no, piv txwv.

Tej zaum koj twb paub ib yam dab tsi txog copyrights thiab lub npe hu ua Intellectual Property (IP). Ib tug neeg uas muaj ib zaj dab neeg uas muaj kev cai lij choj yuav tsum khaws ntau yam kev cai lij choj cuam tshuam nrog zaj dab neeg ntawd. Lawv tsis muaj ib tug kiag li ironclad all-encompassing zoo li ntawm txoj cai txoj cai. Muaj kev zam thiab kev zam.

Ib qho ntawm cov teeb meem nyuaj tshaj plaws txog kev ua txhaum cai ntawm ib tus neeg cov khoom ntiag tug yog qhov ze ntawm qhov koj yuav muaj nyob rau hauv kev sib piv rau qhov qub. Tej zaum koj tau nyeem lossis pom cov xov xwm hais txog cov neeg hu nkauj nto moo thiab lawv cov nkauj, uas lwm tus tau sau ib zaj nkauj uas zoo li cov nkauj zoo sib xws thiab seb qhov no puas raug cai lossis tsis yog.

Kuv tau hais ua ntej lawm tias feem ntau, cov generative AI app tsis tsim cov ntawv sau uas yog cov ntawv luam ntawm lwm cov ntaub ntawv uas nws tau kawm ua ntej dhau los ntawm kev tshuaj xyuas cov ntsiab lus hauv Is Taws Nem. Qhov muaj feem yuav yog cov khoom siv dav dav thiab tag nrho cov fuzzed ua ke xws li tias nws tsis zoo ib yam li qhov twg cov ntsiab lus muaj.

Peb yuav tau tos thiab saib seb txoj kev cai lij choj cuam tshuam li cas rau qhov no. Yog tias lub generative AI app tsim cov duab kos duab uas pom tseeb zoo ib yam li qee qhov kev kos duab, tej zaum peb yuav tig mus rau kev liam tias AI thiab cov neeg tsim khoom ntawm AI tau ua txhaum cai cuam tshuam nrog cov haujlwm qub. Peb tuaj yeem pom nws nrog peb lub qhov muag.

Thaum nws los txog rau cov ntawv sau, qhov no tuaj yeem ua kom yuam kev. Cov piv txwv pom tseeb yog thaum tag nrho cov kab lus thiab kab lus yog lo lus-rau-lo lus zoo ib yam. Peb txhua tus tuaj yeem pom qhov ntawd. Tab sis thaum lo lus txawv nrog ib qho kev sib txawv ntawm qhov sib txawv, peb nkag mus rau hauv cov cheeb tsam grey.

Yuav ua li cas deb ntawm cov khoom qub los ntawm cov khoom siv tshiab tshiab yuav tsum tau tshaj tawm tias nws yog ib qho tseem ceeb ntawm nws tus kheej tsim nyog?

Qhov ntawd yog ib lo lus nug hnyav.

Cia peb khi qhov no rau cov tub ntxhais kawm uas siv cov generative AI app rau lawv cov ntawv sau.

Ua piv txwv rau lub sijhawm uas cov ntawv sau tshwj xeeb tsim los ntawm AI app yuav raug suav tias yog ib tsab ntawv "thawj". Kuv tabtom hais tias nws tsis ua txhaum txoj hauv kev pom meej ib qho kev sau ua ntej lossis cov ntawv piav qhia nyob qhov twg hauv ntiaj teb.

Tom qab ntawd tus tub ntxhais kawm tab tom pib nrog qhov tseem ceeb ntawm cov khoom siv. Raws li twb tau hais lawm, tus menyuam kawm ntawv kho thiab kho cov ntaub ntawv no. Tej yam mus txog lub ntsiab lus uas yog qhov qub uas tsim los ntawm AI app tam sim no txawv ntawm cov kev kho kom zoo nkauj uas tus tub ntxhais kawm tau tsim.

Qhov no puas yog dag?

Tej zaum yog, tej zaum tsis muaj.

Koj tuaj yeem sib cav tias nws yog. Cov tub ntxhais kawm pib nrog AI sau lawv tsab ntawv rau lawv. Txhua yam uas tus tub ntxhais kawm tau ua yog kev ua si nrog cov ntawv sau. Peb cia siab tias tus menyuam kawm ntawv yuav sau ntawv tawm ntawm huab cua thiab siv lawv tus kheej nogging ua li ntawd. Nws yog tseeb dag siv AI app los tsim lawv cov hauv paus. Muab qib “F” rau tus menyuam kawm ntawv.

Tsis ceev. Koj tuaj yeem sib cav nws tsis yog dag. Cov tub ntxhais kawm tau rov tsim cov khoom siv. Yog tias kev sib piv ntawm AI app tsim cov ntawv sau thiab cov tub ntxhais kawm-ua kom zoo dua yog qhov sib txawv txaus, peb yuav hais tias tus tub ntxhais kawm tau sau tsab ntawv. Tau lees paub, lawv tau siv lwm yam khoom siv hauv kev ua li ntawd, tab sis koj tsis tuaj yeem hais tib yam yog tias lawv siv phau ntawv keeb kwm lossis lwm qhov chaw? Cov tub ntxhais kawm no tsim nyog tau qhab nia "A" rau kev sau ntawv los ntawm lawv tus kheej wits (txawm hais tias tau hais txog lwm yam ntaub ntawv los ua li ntawd).

Cov xib fwb yuav raug ntes nyob rau hauv nruab nrab ntawm no twb vexing nug.

Ib txoj hauv kev yog tias tus kws qhia ntawv tuaj yeem hais categorically tias cov tub ntxhais kawm yuav tsum sau tag nrho cov ntaub ntawv hais txog, suav nrog seb puas siv tau los yog tsis siv AI app. Yog tias tus tub ntxhais kawm tsis ua raws nraim li cov npe AI raws li kev siv, thiab yog tias tus kws qhia ntawv pom tias lawv tsis sau nws, tus tub ntxhais kawm tau qhab nia "F" ntawm txoj haujlwm. Los yog, tej zaum qee lub tsev kawm ntawv yuav xav tias qhov no yog ib qho kev dag ntxias uas ua rau cov tub ntxhais kawm tau txais qhov tsis siv neeg flunk. Los yog tej zaum raug ntiab tawm. Peb yuav tau saib seb cov tsev kawm ntawv mus deb npaum li cas rau cov teeb meem no.

Feem ntau, peb tab tom mus rau lub ntiaj teb kev ntxhov siab ntawm Kev Txawj Ntse thiab kev ua tswv cuab raws cai xws li sau ntawv (ntawv), kos duab (duab), thiab video, suav nrog:

• Qee tus yuav nrhiav kev kho kom raug cai los ntawm cov neeg tsim khoom AI raws li qhov chaw ntawm cov ntsiab lus uas tau siv los ntawm AI los tsim cov khoom tsim tawm.
• Qee tus yuav muab cov txiaj ntsig ntawm AI generative thiab txiav txim siab qhov tshwm sim los ua lawv tus kheej cov haujlwm, thiab tom qab ntawd sim nrhiav kev kho kom raug cai los ntawm tus neeg uas ua txhaum lawv txoj haujlwm "thawj".
• Qhov no tuaj yeem ncig ib puag ncig, xws li ib tus neeg tsim tawm los ntawm AI generative, uas tau tshaj tawm hauv Is Taws Nem, thiab tom qab ntawd qee qhov AI generative tuaj nrog thiab siv qhov no hauv nws txoj kev kawm ntawm kev ua haujlwm zoo.

Tig ib qho tsis zoo rau hauv qhov zoo

Tag nrho cov no tham txog qhov phem ntawm generative AI thaum nws los txog rau tub ntxhais kawm kev dag ntxias yog tej zaum clouding peb lub siab, ib co exhort.

Coj qhov no mus rau lwm qhov kev taw qhia.

Puas yog koj zaum?

Tej zaum cov kws qhia ntawv yuav tsum xav txog lub hom phiaj kom cov tub ntxhais kawm siv AI generative ua ib feem ntawm txoj kev kawm txog kev sau ntawv.

Kuv twb tau sau yav dhau los txog lub npe siv dual ntawm AI, see qhov txuas ntawm no. Qhov kev xav yog tias qee zaum AI system tuaj yeem siv rau qhov tsis zoo thiab qee zaum nws tuaj yeem hloov pauv thiab siv tau zoo. Qhov kev txhawj xeeb yog thaum ib tus neeg sau AI rau qhov zoo thiab tsis paub txog qhov yooj yim npaum li cas lawv AI tuaj yeem hloov mus rau qhov kev phem phem. Ib feem ntawm Ethical AI yog qhov kev paub tias AI yuav tsum tau tsim kom nws tsis tuaj yeem hloov mus rau hmo ntuj rau kev foom phem. Qhov no yog ib qho kev txhawj xeeb tsis tu ncua.

Rov qab mus rau AI generative los tsim cov ntawv sau.

Yav dhau los kuv tau hais txog lub tswvyim hais tias tus menyuam kawm ntawv tuaj yeem kawm txog kev sau ntawv los ntawm kev saib cov ntawv sau uas twb muaj lawm. Qhov no ua rau muaj kev nkag siab ntau. Yeej, qhov ntau koj nyeem, qhov muaj feem yog tias koj tab tom nthuav koj lub hlwb zoo li kev sau ntawv. Raws li tau hais ua ntej, koj tseem yuav tsum tau ua cov ntawv sau, vim tias txhua qhov kev nyeem ntawv hauv ntiaj teb tsis tas yuav ua rau koj los ua tus kws sau ntawv zoo yog tias koj tsis xyaum ua kev sau ntawv.

Peb tuaj yeem siv AI generative los txhawb qhov kev nyeem ntawv thiab sau ntawv sib txuas. Kom tub ntxhais kawm txhob txwm siv AI generative. AI tsim cov ntawv sau. Cov tub ntxhais kawm tau txais txoj haujlwm los thuam cov ntawv sau AI. Tom ntej no, tus tub ntxhais kawm raug xaiv los sau ib tsab ntawv tshiab, tej zaum ntawm ib lub ncauj lus sib txawv, tab sis tuaj yeem siv cov qauv thiab lwm yam ntsiab lus ntawm cov ntawv sau ua ntej AI.

Qhov no tej zaum yuav muaj txiaj ntsig ntau dua, qee qhov qhia, rau cov tub ntxhais kawm dua li tsuas yog nyeem phau ntawv lossis lwm cov ntawv los ntawm cov kws sau ntawv uas tus tub ntxhais kawm tsis muaj kev nkag mus rau "kev cuam tshuam" nrog. Nrog AI app, tus tub ntxhais kawm tuaj yeem sim rov ua dua thiab tsim cov ntawv sau thawj zaug los ntawm kev siv ntau qhov kev tshoov siab, ib qho tom qab. Cov tub ntxhais kawm yuav qhia rau AI kom sau ib tsab ntawv sau rau Lincoln. Tom ntej no, tus menyuam kawm ntawv nug txog ib tsab ntawv ntev ntawm Lincoln uas tau sau ua lub suab tsis raug. Tom qab saib qhov ntawd dhau los, tus tub ntxhais kawm qhia rau AI app los tsim cov ntawv tshaj tawm ntawm Lincoln sau ntawv. Lwm yam

Qhov kev lees paub yog tias qhov no tuaj yeem pab tus menyuam kawm ntawv txog kev sau ntawv thiab yuav ua li cas sau ntawv tuaj yeem tshwm sim.

Ib daim ntawv tshawb fawb tsis ntev los no qhia txog cov ntsiab lus no: "Cov kws sau ntawv ntawm daim ntawv no ntseeg tias AI tuaj yeem siv los kov yeej peb qhov kev cuam tshuam rau kev kawm hauv chav kawm: txhim kho kev hloov pauv, rhuav tshem qhov kev xav tsis zoo ntawm kev piav qhia qhov tob, thiab cob qhia cov tub ntxhais kawm kom ntsuas cov lus piav qhia" ( nyob rau hauv ib daim ntawv hu ua "Tshiab Hom Kev Kawm Enabled los ntawm AI Chatbots: Peb Txoj Kev thiab Kev Ua Haujlwm", Dr. Ethan Mollick thiab Dr. Lilach Mollick, Wharton Tsev Kawm Ntawv ntawm University of Pennsylvania & Wharton Sib tham sib, Kaum Ob Hlis 12, 2022)

Piv txwv li, lawv taw qhia tias kev txhim kho kev hloov pauv kev kawm yuav tshwm sim li no: "AI yog ib txoj hauv kev pheej yig los muab cov tub ntxhais kawm nrog ntau yam piv txwv, qee qhov tsis raug, lossis xav tau kev piav qhia ntxiv, lossis tsuas yog tsim. Rau cov tub ntxhais kawm ntawv uas muaj kev paub txog lub ntsiab lus, koj tuaj yeem siv AI los pab lawv sim lawv txoj kev nkag siab, thiab qhia meej rau lawv lub npe thiab piav qhia qhov tsis raug, qhov khoob, thiab qhov tsis zoo ntawm lub ncauj lus. AI tuaj yeem muab cov piv txwv tsis txaus ntseeg ntawm cov ntsiab lus thiab kev siv ntawm cov ntsiab lus no thiab koj tuaj yeem thawb cov tub ntxhais kawm mus: piv piv txwv thoob plaws cov ntsiab lus sib txawv, piav qhia lub ntsiab lus ntawm lub tswv yim, thiab taw qhia qhov tsis sib xws thiab cov ntaub ntawv ploj hauv txoj kev AI siv cov ntsiab lus. rau cov xwm txheej tshiab” (ibid).

Nws zoo li cov qub refrain, yog tias koj tsis tuaj yeem tuav lawv, koom nrog lawv.

Tig lub generative AI rau hauv cov cuab yeej kev kawm.

Yikes, los cov lus teb ceev.

Koj muab tus hma liab tso rau hauv lub tawb qaib. Cov tub ntxhais kawm uas tsis paub txog dab tsi AI generative yog tam sim no yuav tsum tau qhia nws, qhib siab, los ntawm kev ua dhau los ntawm tus kws qhia ntawv thiab lawv lub tsev kawm ntawv. Yog tias cov tub ntxhais kawm tsis paub txog lub sijhawm ntawm kev dag, koj muab nws ncaj qha rau hauv lawv lub ntsej muag thiab lawv txhais tes.

Nws zoo nkaus li kev ntxub ntxaug tag nrho tias cov neeg nyob hauv txoj cai yuav qhia cov tub ntxhais kawm txog kev dag ntxias. Koj yuav nyob mus ib txhis li no muab cov tub ntxhais kawm ncaj ncees tshaj plaws rau hauv thaj chaw ntawm kev dag ntxias. Txhua tus yuav muaj kev nkag mus rau lub tshuab dag. Lawv hais kom ua li ntawd. Tsis tas yuav zais nws. Tsis tas yuav ua txuj tias koj tsis siv AI generative. Lub tsev kawm ntawv thiab tus kws qhia ntawv ua rau koj siv.

Qhov rov qab los rau qhov no yog tias koj yuav tsum dig muag thiab tsis quav ntsej muaj koj lub taub hau hauv cov xuab zeb kom xav tias cov tub ntxhais kawm yuav tsis paub txog AI generative. Thaum koj ruam ua txuj tias lawv tsis paub txog nws, lawv tab tom scurry sab nraum tsev kawm ntawv siv nws. Koj qhov kev xaiv zoo dua yog qhia cov khoom rau lawv, sib tham txog dab tsi nws tuaj yeem siv tau thiab siv tsis tau, thiab coj lub teeb ci ci rau tag nrho cov teeb meem.

Nws yog ib qho doozy heev.

Rau cov ntawm koj uas tab tom ua kev tshawb fawb txog kev kawm tshiab ntawm kev siv thev naus laus zis, tej zaum koj yuav xav ua tib zoo saib ntawm AI generative thiab yuav ua li cas nws yuav hloov qhov xwm txheej ntawm kev kawm thiab cuam tshuam cov tub ntxhais kawm kev kawm. Nws tab tom los sai sai.

Siv Kev Tshawb Nrhiav Kom cawm peb ntawm kev puas tsuaj

Hloov cov kaus mom thiab cia peb xav txog cov duab kos duab ib pliag.

Yog tias koj tsim ib daim duab kos duab digital, koj yuav xav kos nws hauv qee yam kom koj tuaj yeem, tom qab ntawd, pom tias ib tus neeg tau xaiv los siv lossis rov siv koj cov duab kos. Ib txoj hauv kev yooj yim los ua qhov no yog hloov qee qhov pixels lossis dots hauv koj cov duab kos duab. Yog tias koj ua ob peb ntawm no lossis qhov ntawd, qhov zoo ntawm cov duab kos tseem yuav zoo li tib yam rau tib neeg lub qhov muag. Lawv yuav tsis pom cov pixels uas tseem hluas thiab tau teeb tsa rau qee cov xim tshwj xeeb uas tsuas tuaj yeem pom thaum kuaj xyuas ze ntawm cov cuab yeej digital.

Tej zaum koj yuav paub txog cov txheej txheem no ua ib daim ntawv ntawm watermarking. Ib yam li yav dhau los tau muaj kev sim rau cov ntawv sau cov ntaub ntawv thiab lwm cov ntsiab lus uas tsis yog lej, peb tau maj mam pom qhov nce ntawm cov dej digital.

Ib daim ntawv cim dej digital yuav muab zais rau hauv cov duab ntawm cov duab kos duab. Yog tias qhov ntawd yuav zoo li cuam tshuam rau daim duab, koj tuaj yeem sim embedding watermark rau hauv cov ntaub ntawv uas muaj cov duab kos duab (lub npe hu ua "meta-data" ntawm cov haujlwm digital).

Muaj kev ua si miv-thiab-nas uas tuaj yeem tshwm sim.

Qee tus neeg ua phem tuaj nrog thiab lawv pom koj cov cim dej digital. Lawv tshem nws. Tam sim no, lawv tuaj yeem zoo li siv koj cov duab kos duab digital yam tsis muaj kev txhawj xeeb tias koj yuav muaj peev xwm, tom qab ntawd, nkag mus rau hauv nws thiab nthuav tawm kom pom tseeb tias nws yog qhov kev tawm ntawm koj txoj kev siv zog. Cov neeg ruam!

Peb yuav tsum tau ratchet up the digital watermark, uas peb tuaj yeem ua los ntawm kev siv cov txheej txheem cryptographic thiab thev naus laus zis. Xav txog cov lus zais thiab encoding.

Lub tswv yim yog tias peb encode lub digital watermark kom nws nyuaj nrhiav. Nws kuj yog qhov nyuaj rau tshem tawm. Peb tuaj yeem sim ua kom ntseeg tau tias cov software uas yuav tso saib lossis tso cai siv cov duab kos duab digital yuav tsum tau kuaj xyuas thawj zaug thiab pom tias muaj cov ntawv cim dej uas siv tau hauv cov haujlwm, lwm qhov nws suav tias yog daim ntawv tsis raug. ntes tau koj liab tes.

Peb puas tuaj yeem ua tib yam rau cov khoom siv AI uas tsim cov ntawv?

Ib tug gauntlet tau muab tso rau. Qhov teeb meem txawm tias tuaj yeem nyuaj rau qee qhov kev kawm ntau dua li thaum xav txog cov cim dej rau cov duab kos duab.

Ntawm no yog vim li cas.

Xav tias tsuas yog qhov chaw koj tuaj yeem tso cov watermark ncaj qha rau hauv cov ntawv nws tus kheej. Kuv hais qhov no vim tias cov ntawv nyeem uas tsim tawm tsis tas yuav nkag mus rau hauv cov ntaub ntawv. Cov ntawv yog ntawv xwb. Koj tuaj yeem txiav thiab muab tshuaj txhuam nws los ntawm cov cuab yeej tsim tawm AI. Hauv qhov kev nkag siab no, feem ntau tsis muaj cov ntaub ntawv meta-cov ntaub ntawv lossis cov ntaub ntawv uas cov watermark tuaj yeem kos tau.

Koj yuav tsum tsom ntsoov rau cov ntawv nyeem xwb. Cov ntawv ntshiab.

Ib txoj hauv kev yuav yog kom tsis txhob muaj qhov tsim tawm AI tsim cov ntawv nyeem raws li tuaj yeem taug qab. Raws li qhov piv txwv tsis zoo tab sis ua tsis tau zoo, xav txog tias peb txiav txim siab pib txhua kab lus thib peb nrog lo lus "Thiab" thaum pib ntawm kab lus. Peb tseem yuav tsim ib tsab ntawv zoo nkaus li zoo tag nrho. Qhov kev dag ntxias tsuas yog tias txhua kab lus thib peb pib nrog peb cov lus uas tau xaiv. Tsis muaj leej twg paub tias peb nyob li cas.

Ib tug tub ntxhais kawm siv AI generative los tsim cov ntawv sau txog Lincoln. Tus tub ntxhais kawm coj nws ncaj qha los ntawm AI app thiab xa email rau tus xibfwb. Hloov tawm tias cov tub ntxhais kawm tau tos txog lub sijhawm kawg thiab tau tawm tsam lub sijhawm tshaj tawm. Tsis muaj sijhawm los tshuaj xyuas cov ntawv sau. Cia li xa nws thiab cia siab rau qhov zoo tshaj plaws.

Tus kws qhia saib daim ntawv. Piv txwv tias peb tau hais rau nws tias peb cov ntawv cim dej muaj cov lus zoo siv thaum pib ntawm txhua kab lus thib peb. Tus kws qhia pom tias qhov no yog qhov xwm txheej hauv tsab ntawv sau no. Txawm hais tias tej zaum yuav muaj lub caij nyoog zoo kawg uas tus tub ntxhais kawm tau sau cov ntawv sau thiab perchance nyiam siv lo lus tshwj xeeb no thaum pib ntawm txhua kab lus thib peb, kuv xav tias peb tuaj yeem pom zoo tias qhov no tsis zoo heev thiab es tus tub ntxhais kawm tej zaum yuav siv AI generative. los tsim cov ntawv sau.

Koj puas pom qhov ntawd ua haujlwm li cas?

Kuv ntseeg tias koj ua.

Qhov teeb meem tam sim no yog yuav ua li cas los nrog ib tug watermark uas tsis yog li pom tseeb. Ib tug menyuam kawm ntawv yuav pom tias cov kab lus zoo li oddly siv ib lo lus tshwj xeeb. Tej zaum lawv yuav twv seb dab tsi tshwm sim. Nyob rau hauv lem, tus me nyuam kawm ntawv yuav txav ib ncig ntawm kab lus thiab ua ib co rewording. Qhov no ces zoo nkauj npaum li cas rau qhov tshwj xeeb watermark vim hais tias cov ntawv sau tsis tau yooj yim pom raws li tau sau los ntawm cov generative AI.

Kev ua si miv-thiab-nas yog ib zaug nias ua ntej.

Peb yuav tsum tsim cov ntawv nyeem uas muaj cov "watermark" uas tsis tuaj yeem pom tau yooj yim. Ntxiv mus, yog tias ua tau, watermark yuav tsum txuas ntxiv mus txawm tias cov ntawv sau tau hloov kho me ntsis. Kev hloov kho tag nrho-hog tej zaum yuav tsis tso cai rau cov dej kom ciaj sia. Tab sis peb xav tau ib co redundancy thiab resiliency kom cov watermark zoo dua yuav ntes tau txawm tias qee qhov kev hloov pauv ntawm cov ntawv nyeem.

Tus kws tshawb fawb uas tab tom ua qee yam haujlwm rau lub tuam txhab uas ua rau ChatGPT (AI app los ntawm OpenAI) tab tom tshawb nrhiav qee qhov kev siv dag zog cryptographic txaus nyiam raws li cov kev xav txog dej. Scott Aaronson yog ib tug xibfwb ntawm Computer Science ntawm University of Texas ntawm Austin thiab nws tsis ntev los no nws tau tham txog qee qhov kev ua haujlwm (cov ntawv sau tau muab tso rau hauv nws qhov blog).

Xav txog cov ntsiab lus no uas nws piav qhia luv luv txog txoj hauv kev uas twb muaj lawm: “Nws ua haujlwm li cas? Rau GPT, txhua qhov kev tawm tswv yim thiab cov zis yog ib txoj hlua ntawm tokens, uas tuaj yeem yog cov lus tab sis kuj muaj cov cim cim, feem ntawm cov lus, lossis ntau dua - muaj txog 100,000 tokens tag nrho. Ntawm nws cov tub ntxhais, GPT yog tas li tsim ib qho kev faib tawm ntawm cov token tom ntej los tsim, raws li txoj hlua ntawm cov tokens dhau los. Tom qab lub neural net tsim cov kev faib tawm, OpenAI neeg rau zaub mov ces ua piv txwv tus token raws li qhov kev faib tawm - lossis qee qhov hloov pauv ntawm kev faib tawm, nyob ntawm qhov ntsuas hu ua 'kub.' Ntev npaum li qhov ntsuas kub tsis yog xoom, txawm li cas los xij, feem ntau yuav muaj qee qhov randomness nyob rau hauv kev xaiv ntawm lub cim tom ntej: koj tuaj yeem khiav dhau mus nrog tib lub sijhawm, thiab tau txais qhov sib txawv ua tiav (piv txwv li, txoj hlua ntawm cov khoom tso tawm) txhua zaus. ”

Raws li tau sau tseg, muaj qhov tsim nyog ntawm qhov tsis txaus ntseeg raws li cov lus yuav raug muab tso rau tom ntej rau hauv tsab ntawv uas tau muab los ntawm ChatGPT app. Qhov ntawd kuj piav qhia txog cov ntsiab lus ua ntej tau ua tias txhua qhov kev sau ntawv zoo li yuav txawv me ntsis txawm tias nyob rau tib lub ntsiab lus. Kev siv lub hom phiaj ntawm kev xaiv random uas yog nyob rau hauv ib cheeb tsam tshwj xeeb yog khiav hauv qab hood thaum lub sijhawm sau ntawv.

Tam sim no peb tau mus rau qhov muaj kuab heev, kev sib txuas lus cryptographic: "Yog li ntawd mus rau watermark, es tsis txhob xaiv tus token tom ntej, lub tswv yim yuav xaiv nws pseudo-randomly, siv lub cryptographic pseudorandom muaj nuj nqi, nws tus yuam sij tsuas yog paub rau OpenAI. . Qhov ntawd yuav tsis ua rau muaj qhov sib txawv rau cov neeg siv kawg, piv txwv tias tus neeg siv kawg tsis tuaj yeem paub qhov txawv ntawm cov lej ntawm cov lej tiag tiag. Tab sis tam sim no koj tuaj yeem xaiv qhov kev ua haujlwm pseudorandom uas tsis pub leej twg paub qee qhov qhab nia - ib qho txiaj ntsig ntawm qee qhov kev ua haujlwm g ntsuas ntawm txhua n-gram (ib ntu ntawm n sib law liag), rau qee qhov me me n-uas tau qhab nia koj tuaj yeem suav yog tias koj paub tus yuam sij rau qhov kev ua haujlwm pseudorandom. "

Kuv twb paub lawm tias tej zaum yuav zoo li technologically jampacked.

Lub ntsiab lus yog tias cov ntawv sau yuav tshwm sim tau zoo thiab koj yuav tsis tuaj yeem nkag siab los ntawm kev nyeem cov ntawv sau uas nws muaj cov cim dej digital. Txhawm rau txheeb xyuas seb daim ntawv sau puas muaj cov cim dej, koj yuav tsum tau muab cov ntawv sau rau hauv lub ntsuas tshwj xeeb. Qhov kev pab cuam uas ua qhov kev tshawb pom yuav suav tus nqi raws li cov ntawv nyeem thiab tuaj yeem muab piv rau qhov tseem ceeb khaws cia. Hauv txoj hauv kev tau piav qhia, cov yuam sij yuav raug tuav los ntawm tus neeg muag khoom thiab tsis muaj lwm yam, yog li, piv txwv li cov yuam sij raug khaws cia tsis pub leejtwg paub, tsuas yog cov tshuaj pleev xim rau qhov kev tshawb nrhiav tuaj yeem xam seb cov ntawv sau puas zoo li tau los ntawm ChatGPT hauv qhov piv txwv no.

Nws tseem lees paub tias qhov no tsis yog kev dag ntxias: “Tam sim no, txhua yam tuaj yeem swb nrog kev siv zog txaus. Piv txwv li, yog tias koj siv lwm tus AI los piav txog GPT cov zis - zoo, peb yuav tsis tuaj yeem tshawb pom qhov ntawd. Ntawm qhov tod tes, yog tias koj tsuas yog ntxig lossis rho tawm ob peb lo lus ntawm no thiab nyob ntawd, lossis rov kho qhov kev txiav txim ntawm qee cov kab lus, lub teeb liab watermarking tseem yuav nyob ntawd. Vim tias nws tsuas yog nyob ntawm tus lej ntau dua n-grams, nws muaj zog tiv thaiv cov kev cuam tshuam ntawd. "

Tus kws qhia ntawv yuav raug tso cai nkag mus rau qhov kev kuaj xyuas uas yuav kuaj xyuas cov tub ntxhais kawm sau ntawv. Piv txwv tias qhov teeb meem yog qhov yooj yim uas tus kws qhia ntawv muaj cov tub ntxhais kawm email lawv cov ntawv sau rau tus kws qhia ntawv thiab lub tshuab ntsuas hluav taws xob. Lub app ntes tau ceeb toom rau tus kws qhia ntawv txog qhov yuav ua li cas sau ntawv tau tsim los ntawm ChatGPT hauv qhov piv txwv no.

Tam sim no, yog tias tus ntes tau qhib rau ib tus neeg xwb, koj yuav muaj "overachieving" tub ntxhais kawm cheaters uas tsuas yog khiav lawv cov ntawv sau rau hauv lub tshuab ntes thiab hloov pauv mus txog thaum lub ntsuas ntsuas tau qhia qhov tsawg tsawg uas cov ntawv sau tau muab los ntawm cov khoom siv. AI. Ntau tus miv-thiab-nas. Piv txwv li, lub tshuab ntes yuav tsum tau ceev nrooj tiv thaiv los ntawm kev siv lo lus zais, lossis lwm txoj kev los yog cov txheej txheem ntawm kev cuam tshuam nrog cov txheej txheem cryptographic xav tau (muaj ntau yam ntawm ob qho tib si tseem ceeb thiab tsis pom kev uas tuaj yeem siv tau).

Tus kws qhia ntawv tuaj yeem ntsib qhov muaj peev xwm ntawm ntau lossis ntau pua lub generative AI apps muaj rau siv hauv Is Taws Nem. Nyob rau hauv cov ntaub ntawv twg, sim kom tau tag nrho cov neeg siv ib co digital watermarking thiab yuav tsum tau pub ib tsab ntawv rau tag nrho cov ntawm lawv, zoo, nws tsuas yog tau txais ntau beguiling thiab logistically nyuaj.

Tsis muaj lus sau ntxiv sab nraum chav kawm

Qhov kev xav phem thiab qhov muag tsis pom yog tias tej zaum cov kws qhia ntawv yuav tsum tso tseg kev siv cov ntawv sau sab nraud. Tag nrho cov ntawv sau yuav tsum tau sau tsuas yog nyob rau hauv qhov chaw tswj hwm ntawm chav kawm.

Qhov no muaj ntau thiab ntau yam teeb meem.

Piv txwv tias ib tus menyuam kawm ntawv yuav tsum tau kaum teev los sau ib daim ntawv sau ua tiav uas yog ib txoj haujlwm hauv chav kawm. Qhov no yuav ua li cas hauv chav kawm? Puas yog koj yuav muab nws tawm thiab kom tus tub ntxhais kawm sau ib daim ntawv me me ntawm cov ntawv sau ntau hnub? Xav txog cov teeb meem no nthuav tawm.

Ib txhia hais tias tej zaum qhov teeb meem yog overblown.

Cov kws qhia ntawv yuav tsum ua raws li lawv ib txwm ua txog kev quav yeeb quav tshuaj los ntawm cov tub ntxhais kawm. Upfront tus kws qhia ntawv tshaj tawm tias plagiarism yog ib qho kev txhawj xeeb txog kev dag ntxias loj. Ua kom pom tseeb tias kev siv AI generative, hauv txhua yam, yuav suav tias yog kev dag ntxias.

Ua kom muaj kev nplua uas hnyav hnyav, xws li qib qis, chav kawm flunked, lossis raug ntiab tawm ntawm tsev kawm ntawv yog tias nws mus deb. Xav kom cov tub ntxhais kawm ntawv ua pov thawj hauv kev sau ntawv rau txhua qhov kev sau ntawv sab nraud uas lawv tau ua yog lawv txoj haujlwm (ua li ntawd yam tsis muaj kev pab xws li AI generative, luam tawm hauv Is Taws Nem, siv cov phooj ywg kawm, siv niam txiv, them nyiaj kom ua tiav, thiab yog li ntawd). Tsis tas li, xav kom cov tub ntxhais kawm sau cov cuab yeej online siv hauv kev npaj ua haujlwm, suav nrog tshwj xeeb yuav tsum tau ceeb toom tshwj xeeb tshaj yog kev siv AI generative.

Tus kws qhia ntawv yuav lossis tsis tuaj yeem siv lub ntsuas ntsuas app los sim thiab pom seb cov ntawv sau xa tuaj zoo li cas los ntawm AI app generative. Qhov no yog ib kauj ruam uas muaj peev xwm ua tau, nyob ntawm seb cov cuab yeej ntes tau yooj yim npaum li cas los siv thiab nkag mus.

Cov kws qhia ntawv yuav tsum xav tias twb tau txiav txim siab txog kev tawm tsam seb cov ntawv sau sab nraud zoo li raug cai. Los ntawm kev sau ntawv hauv chav kawm, muaj lub sijhawm los sib piv thiab sib piv, paub tias lub sijhawm sau ntawv hauv chav kawm tsawg dua thiab tseem yuav raug cuam tshuam los ntawm kev txwv tsis pub nkag mus rau cov ntaub ntawv siv online.

Lub ntsiab lus tseem ceeb yog tias peb yuav tsum tsis txhob siv txoj hauv kev sai sai ntawm kev siv cov ntawv sau sab nraud. Ib txhia yuav deplore qhov no raws li ib tug ua pob liab vog thiab ib tug zoo li reminiscent ntawm pov tawm tus me nyuam nrog rau da dej (ib lo lus qub, tej zaum tsim nyog so).

Yog tias kev sau ntawv sab nraud raug txiav tawm tag nrho raws li kev kawm, yuav muaj qhov cuam tshuam loj heev thiab ntev mus rau kev tshem tawm qhov kev kawm zoo li niaj hnub no los ntawm cov ntaub ntawv kawm. Muaj kev sib koom ua ke. Muaj pes tsawg tus tub ntxhais kawm yuav dag, txawm hais tias tag nrho cov kev txheeb xyuas thiab cov nyiaj tshuav? Muaj pes tsawg tus tub ntxhais kawm yuav tsis dag thiab yog li yuav txuas ntxiv siv txoj hauv kev kawm tau zoo los txhawb lawv txoj kev sau ntawv?

Hauv txoj kev xav, cia siab tias, feem pua ​​​​ntawm cov neeg dag yuav tsawg txaus xws li kev sau ntawv sab nraud tseem yog qhov zoo rau cov tub ntxhais kawm preponderance.

xaus

AI tuaj yeem mob taub hau heev.

Rau cov kws qhia ntawv, AI tuaj yeem yog qhov koob hmoov thiab kev foom phem. Txawm li cas los xij, nws txhais tau hais tias cov kws qhia ntawv yuav tsum paub txog AI, nrog rau yuav ua li cas sib cav nrog AI sib tw thiab hloov pauv nrog lawv cov kev qhia qhia, uas tseem yog lwm qhov hnyav ntxiv ntawm lawv lub nraub qaum thiab lub xub pwg nyom dhau lawm. Hu rau cov kws qhia txhua qhov chaw.

Tej zaum peb tuaj yeem xav AI mus deb.

Tsis yog.

Koj pom, peb yuav tsis tig rov qab lub moos thiab tshem tawm cov generative AI. Leej twg hu rau qhov no yog npau suav. Thiab, ib sab, kuv tab tom siv lo lus "Thiab" ua thawj lo lus ntawm kab lus thib peb ntawm kab lus no (oops, muab qhov tseem ceeb!), generative AI nyob ntawm no.

Nov yog ib qho kev qhia kom tau txais koj cov kev sib tham rhuab mus: Generative AI yuav dhau los ua qhov nthuav dav thiab muaj peev xwm xav tsis thoob thiab tsis txaus ntseeg.

Mic poob.

Kev xav zaum kawg rau tam sim no.

Shakespeare famously sau tias "Yuav tsum, los yog tsis yog: qhov no yog lo lus nug."

Kuv paub tseeb rau koj tias AI generative yuav yog. Nws twb yog.

Peb yuav tsum txiav txim siab seb peb xav li cas AI generative nkag mus rau hauv peb lub neej, thiab yuav ua li cas lub zej zog yuav xaiv los tsim thiab coj cov kev siv. Yog tias koj xav tau ib qho laj thawj rau kev xav txog AI Ethics thiab AI Txoj Cai, tej zaum AI generative yuav ua rau koj mus nrhiav kom paub tias peb yog dab tsi, txawm tias peb tsis paub tias peb yuav yog dab tsi (zaum Shakespeare siv).