Ta'iala ile Fa'atupuina o Fa'amaumauga: Fa'amatalaga, Ituaiga, & Fa'aoga
E le o se mea lilo o pisinisi e feagai ma luitau i le mauaina ma le faʻasoaina o faʻamaumauga maualuga. Fa'atupuina fa'amaumauga ose fofo aoga e fesoasoani i le faia o fa'amaumauga fa'akomepiuta tetele ma fa'amaumauga su'ega maualuga e aunoa ma ni fa'alavelave fa'alilolilo po'o se lipine mumu.
E mafai ona fausia fa'amaumauga fa'akomepiuta e fa'aaoga ai metotia eseese, e ofoina atu fa'aoga eseese. Pe a su'esu'eina lelei, o fa'amaumauga tu'ufa'atasia e fa'atupuina i le fa'aogaina o algorithms e fesoasoani i fa'alapotopotoga e fa'avavevave a latou au'ili'iliga, su'esu'ega, ma su'ega. Se'i o tatou va'ai toto'a la.
O lenei tusiga e faʻafeiloaʻi oe i faʻamatalaga faʻapipiʻi, e aofia ai ituaiga autu, eseesega mai faʻamaumauga e le o taʻua, ma faʻasologa faʻatonutonu. E te a'oa'oina pe fa'afefea ona fo'ia fa'afitauli ogaoga fa'amaumauga ma fa'aitiitia ai fa'afitauli. O le a matou talanoaina foi ana talosaga i totonu o alamanuia, faʻatasi ma faʻataʻitaʻiga mai a matou suʻesuʻega.
Lisi o Mataupu
Fa'amatalaga fa'akomepiuta: fa'amatalaga ma fa'amaumauga maketi
Faʻamatalaga gaosi o fa'amatalaga fa'akomepiuta e leai ni mea fa'alilolilo, ma e fai ma sui i fa'amaumauga moni. E masani ona telefoni mai saienitisi faʻamatalaga AI fa'atupuina fa'amaumauga fa'akomepiuta o se masaga fa'amaumauga fa'akomepiuta ona o lona maualuga maualuga fa'amaumauga i le fa'ata'ita'iina o fa'amatalaga moni.
O faʻamaumauga faʻapitoa e faʻaaogaina e faʻaogaina ai le atamai faʻapitoa (AI) algorithms ma faʻataʻitaʻiga e faʻamautu ai mamanu ma faʻamaopoopoina o faʻamaumauga muamua. O nei fa'amaumauga e mafai ona aofia ai tusitusiga, laulau, ma ata. O algorithms e sui ai faʻamatalaga e iloagofie ai le tagata lava ia (PII) ma fa'amatalaga tauemuga.
Va'aiga Va'aiga Su'esu'ega va'aiga o le maketi mo fa'atupuina fa'amaumauga fa'atasi ma Generative AI o le a tupu mai le $1.63 piliona i le 2022 i le $13.5 piliona i le 2030 i le CAGR o le 35%. Fai mai Gartner, 60% o faʻamaumauga na faʻaaogaina mo AI i le 2024 o le a faʻapipiʻiina - e 60 taimi sili atu nai lo le 2021.
O lo'o fa'atupula'ia fo'i fa'amaumauga tu'ufa'atasi. Market Statesville fa'amoemoe O le maketi o faʻamaumauga faʻasalalau faʻasalalau a le lalolagi e tupu mai le $218 miliona i le 2022 i le $3.7 piliona i le 2033.
Aiseā ua fa'atupula'ia ai fa'amatalaga fa'akomepiuta? O se tasi o mea e ave ai le sa'olotoga mai pulega fa'atonutonu.
Pe fa'atulafonoina e tulafono fa'alilolilo fa'amaumauga fa'akomepiuta na gaosia e AI?
Tele US ma EU saogalemu o faamatalaga ma le le faalauaiteleina e fa'atatau tulafono i fa'amatalaga patino e iloagofie ai.
Ae e le aoga ia tulafono faatonutonu fa'amaumauga fa'akomepiuta - fa'amaumauga synthetic e fa'apena fa'atatau ile fa'amatalaga fa'ailoa. Latou te faia le mea e taʻua o le "autu" o isi tulafono faaletulafono.
Faataitaiga, recital 26 o le GDPR fai mai o tulafono o le puipuiga o le tagata lava ia e na'o fa'amatalaga e feso'ota'i ma se tagata e iloagofie. Afai o au fa'amaumauga tu'ufa'atasi e fa'atupuina e le mafai ona toe su'esu'eina i tua i tagata ta'ito'atasi e iloagofie, e tuusaunoa mai le va'aiga fa'atonutonu. E ese mai le va'aiga fa'atonutonu, o lo'o iai isi fa'alavelave i le fa'aogaina o fa'amatalaga moni e fa'aosoina ai pisinisi e fa'atupuina fa'amaumauga.
Lu'itau autu o le fa'aogaina o fa'amatalaga moni
O le tele o kamupani e faigata ona maua ma faʻaogaina faʻamatalaga talafeagai, maualuga maualuga, aemaise lava i le lava aofaʻi mo aʻoaʻoga a le AI algorithm. E tusa lava pe latou te mauaina, o le faʻasoa poʻo le faʻaogaina o faʻamaumauga e mafai ona luʻitau ona o aʻafiaga faʻapitoa ma faʻafitauli fetaui. O lenei vaega o loʻo faʻamatalaina ai le ki lu'i fa'amaumauga fa'akomepiuta mafai ona foia.
O lamatiaga fa'alilolilo e fa'alavelave ai le fa'aogaina ma le fa'asoaina o fa'amatalaga
Puipuiga o fa'amaumauga ma tulafono fa'alilolilo, e pei o le GDPR ma le HIPAA, fa'alauiloa fa'alavelave fa'aletulafono i le fa'asoaina ma le fa'aogaina o fa'amaumauga. I pisinisi e pei o le soifua maloloina, e oʻo lava i le faʻasoa PII i le va o matagaluega i totonu o le faʻalapotopotoga e tasi e mafai ona faʻaalu taimi ona o siaki pulega. Fa'asoa fa'amatalaga ma fa'alapotopotoga i fafo e sili atu ona lu'itau ma e tele atu a'afiaga o le saogalemu.
Suesuega mai Manatu Pisinisi Fortune fa'ailoa le fa'atupula'ia o fa'alavelave fa'alilolilo e avea ma fa'auluuluga autu mo le fa'aaogaina o faiga fa'amaumauga fa'akomepiuta. O le tele o fa'amaumauga e te teuina, o le tele fo'i lea o lou fa'alavelave i le fa'atupuina o oe. Ae faimai foi le 2023 IBM Security Cost of a Data Solach Report, o le averesi tau soliga o faʻamaumauga i le US e $9.48 miliona. I le lalolagi atoa, o le tau masani e $4.45 miliona; kamupani e i lalo ifo o le 500 tagata faigaluega leiloa $3.31 miliona i le soliga. Ma e le taulia ai le faaleagaina o igoa.
Faigata maua fa'amaumauga maualuga
O se suʻesuʻega 2022 o le 500 faʻamatalaga faʻapolofesa na faʻaalia e 77% o inisinia, tagata suʻesuʻe, ma saienitisi faʻamaumauga na feagai ma faʻafitauli o faʻamaumauga. E tusa ai ma le lipoti, o le tulaga lelei o faʻamaumauga e faʻalavelaveina ai le faʻatinoina o tupe a le kamupani ma le gaosiga ma faʻataunuʻuina ai se vaaiga atoa o ana auaunaga e faigata ona maua.
Kamupani atonu e le lava fa'amaumauga mai fa'amatalaga fa'apitoa e fa'aa'oa'o lelei a latou masini a'oa'oina (ML). Ma o fa'amaumauga e masani ona aofia ai fa'aletonu, le sa'o, ma mea e misi. Afai e te aʻoaʻoina au faʻavae AI ma masini aʻoaʻo faʻataʻitaʻiga i luga o fa'amaumauga maualalo e leai se fa'avasegaina o tagata, o le a le sa'o, fa'aituau va'aiga. E fa'apena fo'i, e pei o le fa'aigoaina o fa'amaumauga, o algorithms e le'i fa'amamaina e mafai ona maua ai fa'amaumauga fa'akomepiuta e le fa'atuatuaina e a'afia ai le taunu'uga o su'esu'ega fa'amaumauga.
O le fa'auluina o fa'amaumauga fa'atekonolosi e mafai ona fa'aleleia atili ai fa'amaumauga e ala i le fa'atalanoaina o fa'aletonu i fa'amaumauga. Ole mea lea e fa'amautinoa ai e maua e vasega e le'i fa'ailoaina ni fa'atusa fa'atusa ma fa'aitiitia ai le fa'aituau. O se fa'amaumauga e sili atu ona malosi ma fa'atusa e maua mai ai le fa'aleleia atili o i'uga o au'ili'iliga ma a'oa'oga fa'ata'ita'iga.
Fa'amaumauga e le fetaui
O fa'amaumauga e maua mai i afuaga 'ese'ese po'o totonu o fa'amaumauga e tele laulau e mafai ona fa'ailoa mai ai le le fetaui, fa'atupu fa'alavelave i le fa'agaioiina o fa'amaumauga ma au'ili'iliga ma fa'alavelaveina le fa'afouga.
Mo se fa'ata'ita'iga, fa'aputuga fa'amaumauga ile tausiga fa'alesoifua maloloina e aofia ai fa'amaumauga fa'alesoifua maloloina fa'aeletoroni (EHRs), mea fa'alavalava, polokalama fa'apitoa, ma mea faigaluega lona tolu. E mafai e puna'oa ta'itasi ona fa'aogaina fa'amaumauga tu'ufa'atasi ma faiga fa'amatalaga, e ta'ita'i atu ai i fa'aletonu i fa'amaumauga, fausaga, po'o iunite i le taimi o le tu'ufa'atasia. O le faʻaogaina o faʻamatalaga faʻapipiʻi e mafai ona faʻafeiloaʻi ai lenei luʻitau, faʻamautinoa le fetaui ma le faʻatagaina fa'atupu fa'amaumauga i le faatulagaga e manaomia.
E le lava le faailoaina o igoa
E le lava auala e fa'ailoa ai igoa e fo'ia ai fa'afitauli fa'alilolilo po'o fa'afitauli lelei o fa'amaumauga. E lē gata i lea, ufiufi pe aveese fa'ailoa e mafai ona aveese fa'amatalaga mana'omia mo su'esu'ega loloto i fa'amaumauga tetele.
E le gata i lea, o faʻamatalaga e le faʻailoaina e mafai ona toe faʻailoa ma toe suʻesuʻe i tua i tagata taʻitoʻatasi. E mafai ona fa'aogaina e le au fai mea leaga le au'ili'iliga fa'apitoa e fa'ailoa mai ai fa'ata'ita'iga fa'atatau ile taimi e fa'afefe ai le le fa'ailoaina ole fa'amatalaga e foliga mai e le iloa. E sili atu fa'amaumauga fa'akomepiuta nai lo fa'amaumauga e le fa'ailoaina i lea tulaga.
E le pei o fa'aigoaina, fa'amaumauga fa'akomepiuta e le suia fa'amaumauga o lo'o i ai ae fa'atupuina fa'amaumauga fou e pei o uiga ma fausaga o le fa'amatalaga mata'utia, fa'asaoina lona aoga. Ose fa'amaumauga fou atoa e leai ni fa'amatalaga fa'ailoa patino.
Ae e sili atu le nuanced nai lo lena. E tele ituaiga o auala fa'atupu fa'amaumauga fa'akomepiuta.
Ituaiga o fa'amaumauga tu'ufa'atasi
Fausia fa'amaumauga fa'akomepiuta e eseese faiga e fa'atatau i le ituaiga fa'amaumauga e mana'omia. O ituaiga faʻamaumauga faʻapipiʻi e aofia uma ai AI-faia, faʻavae tulafono, ma faʻamatalaga tauemu - taʻitasi e fetaui ma manaʻoga eseese.
Fa'amatalaga fa'akomepiuta fa'atupu AI atoatoa
O lenei ituaiga o fa'amaumauga fa'akomepiuta ua fausia mai le amataga e faʻaaoga ai ML algorithms. O le faataitaiga masini aʻoaʻo nofoaafi i luga fa'amatalaga moni e a'oa'o e uiga i fa'amaumauga, fa'asologa, ma so'otaga. Ona fa'aogaina lea e Generative AI lenei malamalama e fa'atupuina ai fa'amatalaga fou e tutusa lelei ma fa'amaumauga fa'amaumauga a le ulua'i (toe, a'o le'i fa'ailoaina).
O lenei ituaiga o fa'amaumauga tu'ufa'atasi e aoga mo aʻoaʻoga faʻataʻitaʻiga AI ma e lava lelei e faʻaaogaina e pei o faʻamatalaga moni. E sili ona aoga pe a le mafai ona e fa'asoa au fa'amaumauga ona o maliega fa'alilolilo fa'akonekarate. Peita'i, ina ia fa'atupuina fa'amatalaga fa'akomepiuta, e te mana'omia se aofa'iga tele o fa'amaumauga muamua e fai ma amataga mo faataitaiga masini aʻoaʻo aʻoaʻoga.
Fa'amatalaga tauemuga fa'akomepiuta
lea fa'amaumauga fa'akomepiuta ituaiga e fa'atatau i fa'amatalaga fa'afoliga fa'atusa e fa'atusa i le fausaga ma le fa'atulagaina o fa'amaumauga moni ae e le fa'aalia ai fa'amatalaga moni. E fesoasoani i tagata atiaʻe e faʻamautinoa e mafai e a latou talosaga ona faʻatautaia mea eseese ma faʻataʻitaʻiga e aunoa ma le faʻaaogaina moni, tumaoti, pe faʻamatalaga maaleale ma, sili ona taua, e aunoa ma le faʻalagolago i faʻamatalaga moni o le lalolagi. O lenei faiga e taua mo le suʻeina o galuega ma le faʻamamaina o polokalama faakomepiuta i se faiga pulea ma malupuipuia.
Le taimi e fa'aoga ai: E sui ai fa'amatalaga sa'o (PII) po'o le taimi nei e leai ni fa'amatalaga ma e te mana'o e le fa'aalu le taimi ma le malosi i le fa'amalamalamaina o tulafono. E masani ona fa'aaogaina e le au atia'e fa'amatalaga tauemuga e iloilo ai le fa'atinoga ma foliga o talosaga i le amataga o le atina'e, e mafai ai ona latou iloa fa'afitauli e ono tula'i mai po'o fa'aletonu mamanu.
E ui lava o fa'amatalaga tauemuga e leai se fa'amaoni o fa'amatalaga moni o le lalolagi, ae o lo'o tumau pea se meafaigaluega taua mo le fa'amautinoaina o le fa'aogaina lelei o faiga ma fa'aaliga va'aia a'o le'i tu'ufa'atasia fa'amaumauga.
Fa'aaliga: O fa'amatalaga tauemu fa'atusa e masani ona ta'ua o 'fa'amatalaga pepelo,' E ui lava matou te le fautuaina le faʻaogaina o nei faaupuga e fesuiaʻi ona e ono eseese i faʻamatalaga.
Fa'amaumauga fa'avae fa'avae
Fa'amaumauga fa'avae fa'avae ose meafaigaluega aoga mo le fa'atupuina o fa'amaumauga fa'apitoa e fa'avae i luga o tulafono fa'ata'atia, fa'alavelave, ma fa'atatau. O lenei metotia e maua ai le fetuutuunai e ala i le faʻatagaina o tagata faʻaoga e faʻapipiʻi faʻamaumauga faʻamaumauga e tusa ai ma manaʻoga faʻapitoa pisinisi, fetuutuunai faʻamaufaʻailoga e pei ole laʻititi, maualuga, ma tau averesi. E ese mai i faʻamatalaga faʻatupuina AI atoatoa, e leai ni faʻasalalauga faʻapitoa, faʻamaumauga tuʻufaʻatasiga faʻavae tulafono e ofoina atu se fofo faʻapitoa mo le faʻataunuʻuina o manaʻoga faʻapitoa. Lenei fa'agasologa o fa'amaumauga fa'akomepiuta fa'amaonia fa'apitoa i su'ega, atina'e, ma au'ili'iliga, lea e mana'omia ai le fa'atupuina o fa'amaumauga sa'o ma pulea.
O metotia fa'atupu fa'amaumauga ta'itasi e iai fa'aoga eseese. E tulaga ese le fa'avae a Syntho e ala i le fatuina o masaga fa'amaumauga fa'akomepiuta ma sina taumafaiga itiiti i lau vaega. E te maua sa'o fa'amaumauga, fa'amaumauga synthetic maualuga mo ou mana'oga e leai se totogi o le tausisia
Fa'amaumauga fa'akomepiuta
O le upu fa'amaumauga tu'ufa'atasi e faatatau i fatuina o faʻamatalaga faʻapitoa vaega laiti o lo'o fa'atusaina le fa'atulagaina ma mea fa'afuainumera o le lalolagi moni tabular faʻamaumauga, pei o fa'amaumauga o lo'o teuina i luga o laulau po'o fa'asalalauga. Lenei fa'amaumauga fa'akomepiuta ua faia e faaaoga ai fa'asologa o fa'amaumauga tu'ufa'atasia algorithms ma metotia ua fuafuaina e toe fa'atusa ai uiga o le fa'amatalaga puna'oa a'o fa'amautinoa e fa'alilolilo pe faʻamatalaga maaleale e le o faailoaina.
Tekinolosi e gaosia laupapa fa'amaumauga fa'akomepiuta e masani ona aofia ai fa'ata'ita'iga fa'afuainumera, masini aʻoaʻo faʻataʻitaʻiga, po'o fa'ata'ita'iga fa'atupu e pei ole generative adversarial networks (GANs) ma variational autoencoders (VAEs). O nei meafaigaluega fa'atupu fa'amatalaga fa'akomepiuta iloilo mamanu, tufatufa, ma fa'amaopoopo o lo'o iai i le fa'amaumauga moni ona fa'atupuina lea o mea fou fa'amatalaga fa'amatalaga lea e foliga tutusa faʻamatalaga moni ae le o iai ni faamatalaga moni.
Fa'ailoga masani fa'aogaina fa'amatalaga fa'akomepiuta e aofia ai le faʻatalanoaina o popolega faʻapitoa, faʻateleina le maua o faʻamatalaga, ma faʻafaigofie suʻesuʻega ma faʻafouga i faʻamatalaga faʻatautaia. Ae ui i lea, e taua le faʻamautinoa o le fa'amaumauga fa'akomepiuta sa'o le pu'eina o fa'ata'ita'iga fa'avae ma tufatufaga o fa'amaumauga muamua e tausia aoga fa'amaumauga ma le aoga mo galuega i lalo.
Fa'aoga fa'amaumauga sili ona lauiloa
O fa'amaumauga fa'akomepiuta e tatala ai avanoa fou mo le soifua maloloina, fa'atau, gaosiga, tupe, ma isi pisinisi. O le tulaga muamua faʻaaoga mataupu e aofia ai faʻamaumauga faʻapipiʻi, auʻiliʻiliga, suʻega, ma fefaʻasoaaʻi.
Upsampling e faʻaleleia ai faʻamaumauga
Upsampling o lona uiga o le fa'atupuina o fa'amaumauga tetele mai mea laiti mo le fa'afuaina ma le fa'avasegaina. O lenei metotia e faʻaaogaina pe a utiuti faʻamatalaga moni, le paleni, pe le atoatoa.
Seʻi manatu i ni nai faaaʻoaʻoga. Mo faʻalapotopotoga tau tupe, e mafai e tagata atiaʻe ona faʻaleleia le saʻo o faʻataʻitaʻiga faʻataʻitaʻiga e ala i le faʻatupuina o faʻataʻitaʻiga e le masani ai ma faʻataʻitaʻiga gaioiga i le faʻamatalaga tau tupe. E fa'apena fo'i, e mafai e se lala fa'atauva'a ona fa'ata'ita'i e fa'aopoopo fa'amaumauga e feso'ota'i ma vaega e le'i fa'ailoaina, fa'aleleia le sa'o o le vaeluaga.
Au'ili'iliga fa'apitoa fa'atasi ai ma fa'amaumauga a le AI
E mafai e Kamupani ona fa'aogaina fa'amaumauga fa'akomepiuta maualuga fa'atupuina AI mo fa'ata'ita'iga fa'amaumauga, au'ili'ili pisinisi, ma su'esu'ega falema'i. Fa'amaopoopo fa'amaumauga fa'amaonia e avea o se mea e mafai ona fai pe a maua fa'amaumauga moni e taugata tele pe alu ai le taimi.
Faʻamatalaga gaosi fa'amalosia le au su'esu'e e fa'atino su'esu'ega loloto e aunoa ma le fa'afefeina o le fa'alilolilo o le gasegase. Saienitisi faʻamaumauga ma tagata suʻesuʻe e maua avanoa i faʻamaumauga o maʻi, faʻamatalaga e uiga i tulaga faʻapitoa, ma faʻamatalaga togafitiga, mauaina o faʻamatalaga o le a sili atu le tele o le taimi faʻatasi ma faʻamatalaga moni. E le gata i lea, e mafai e le au gaosi oloa ona faʻasoa faʻatasi faʻamatalaga ma tagata faʻatau, faʻapipiʻi faʻaogaina GPS ma faʻamatalaga nofoaga e fai ai algorithms mo suʻega faʻatinoga poʻo le faʻaleleia o le tausiga faʻapitoa.
Ae peitai, su'esu'ega fa'amaumauga tu'ufa'atasi e faitio. O galuega a le Syntho Engine e fa'amaonia e se 'au fa'amautinoaga lelei i totonu ma tagata tomai faapitoa mai fafo mai le SAS Institute. I se suʻesuʻega o faʻataʻitaʻiga vavalo, na matou aʻoaʻoina ai le fa masini aʻoaʻo faʻataʻitaʻiga i luga o fa'amatalaga moni, fa'alilolilo, ma fa'anenefu. O fa'ai'uga na fa'aalia ai o fa'ata'ita'iga a'oa'oina i luga oa tatou fa'amaumauga tu'ufa'atasi e tutusa lelei le tulaga o le sa'o e pei o fa'ata'ita'iga na a'oa'oina i fa'amaumauga moni, a'o fa'amaumauga e le ta'ua igoa na fa'aitiitia ai le aoga o fa'ata'ita'iga.
Fa'asoa fa'amatalaga i fafo ma totonu
O fa'amaumauga fa'akomepiuta e fa'afaigofie ai le fa'asoaina o fa'amatalaga i totonu ma fa'alapotopotoga uma. E te mafaia fa'aoga fa'amaumauga fa'akomepiuta i fa'afesuia'i fa'amatalaga e aunoa ma le lamatia o soliga fa'alilolilo po'o le le usita'ia o tulafono fa'atonutonu. O fa'amanuiaga o fa'amaumauga fa'akomepiuta e aofia ai le fa'avaveina o taunu'uga o su'esu'ega ma sili atu ona lelei le galulue fa'atasi.
E mafai e kamupani fa'atau oloa ona fefa'asoaa'i fa'amatalaga ma fa'atau oloa po'o fa'asoa e fa'aaoga ai fa'amaumauga fa'akomepiuta e atagia mai ai amioga a tagata fa'atau, tulaga o fa'amaumauga, po'o isi fua fa'atatau. Ae ui i lea, ia mautinoa le maualuga maualuga o faʻamatalaga faʻamatalaga, fa'amatalaga ma'ale'ale tagata fa'atau, ma fa'alilolilo fa'apisinisi e fa'alilolilo.
Na manumalo Syntho i le 2023 Global SAS Hackathon mo lo tatou gafatia e gaosia ma faasoa afa'asa'o fa'amaumauga fa'akomepiuta lelei ma leai se lamatiaga. Na matou faʻapipiʻiina faʻamaumauga o maʻi mo le tele o falemaʻi ma tagata maʻi eseese e faʻaalia ai le aoga o faʻataʻitaʻiga vavalo. O le fa'aogaina o fa'amaumauga tu'ufa'atasia na fa'aalia e tutusa lelei ma le fa'aogaina o fa'amaumauga moni.
Fa'amatalaga su'ega fa'akomepiuta
Fa'amatalaga su'esu'e fa'akomepiuta o fa'amatalaga fa'atupu fa'apitoa e fa'atusaina su'ega fa'amaumauga siosiomaga mo le atina'eina o polokalame. I le fa'aopoopoina i le fa'aitiitia o fa'alavelave fa'alilolilo, fa'amaumauga o su'ega fa'akomepiuta e mafai ai e tagata atia'e ona iloilo toto'a le fa'atinoga o talosaga, saogalemu, ma le fa'atinoga i le tele o fa'aaliga e ono tutupu e aunoa ma le a'afiaina o le faiga moni.
O la matou galulue faʻatasi ma se tasi o faletupe tele Dutch showcases fa'amanuiaga fa'amaumauga synthetic mo su'ega polokalame. Su'ega fa'amaumauga faʻatasi ai ma le Syntho Engine na maua ai faʻamaumauga e pei o le gaosiga lea na fesoasoani i le faletupe e faʻavavevave le atinaʻeina o polokalama ma le suʻeina o bug, e oʻo atu ai i faʻasalalauga faʻapipiʻi vave ma sili atu ona malupuipuia.
Tekinolosi e gaosia laupapa fa'amaumauga fa'akomepiuta e masani ona aofia ai fa'ata'ita'iga fa'afuainumera, masini aʻoaʻo faʻataʻitaʻiga, po'o fa'ata'ita'iga fa'atupu e pei ole generative adversarial networks (GANs) ma variational autoencoders (VAEs). O nei meafaigaluega fa'atupu fa'amatalaga fa'akomepiuta iloilo mamanu, tufatufa, ma fa'amaopoopo o lo'o iai i le fa'amaumauga moni ona fa'atupuina lea o mea fou fa'amatalaga fa'amatalaga lea e foliga tutusa faʻamatalaga moni ae le o iai ni faamatalaga moni.
Fa'ailoga masani fa'aogaina fa'amatalaga fa'akomepiuta e aofia ai le faʻatalanoaina o popolega faʻapitoa, faʻateleina le maua o faʻamatalaga, ma faʻafaigofie suʻesuʻega ma faʻafouga i faʻamatalaga faʻatautaia. Ae ui i lea, e taua le faʻamautinoa o le fa'amaumauga fa'akomepiuta sa'o le pu'eina o fa'ata'ita'iga fa'avae ma tufatufaga o fa'amaumauga muamua e tausia aoga fa'amaumauga ma le aoga mo galuega i lalo.
Syntho's synthetic fa'atupu fa'amaumauga fa'avae
Syntho e tu'uina atu se fa'avae fa'atupu fa'amaumauga atamai, fa'amalosia fa'alapotopotoga e fa'aliliu ma le atamai fa'amaumauga i se tulaga fa'atauva. E ala i le tuʻuina atu o metotia faʻatupuina faʻamaumauga uma i totonu o le tasi faʻavae, e ofoina atu e Syntho se fofo atoatoa mo faʻalapotopotoga o loʻo faʻamoemoe e faʻaogaina faʻamatalaga e aofia ai:
- AI fa'atupuina fa'amaumauga fa'akomepiuta lea e fa'ata'ita'iina fa'asologa fa'afuainumera o ulua'i fa'amaumauga i fa'amaumauga tu'ufa'atasi ma le malosi o le atamai fa'apitoa.
- Fa'ailoaina atamai ia puipuia faʻamatalaga maaleale e ala i le 'ave'esea po'o le suia o fa'amatalaga e iloagofie ai le tagata (PII).
- Test data management e mafai ai le fatuga, tausiga, ma le pulea o faʻamatalaga suʻega sui mo siosiomaga e le o gaosia.
E fa'apipi'i a matou fa'avae i so'o se ao po'o si'osi'omaga i totonu o le fale. E le gata i lea, matou te tausia le fuafuaga ma le faʻapipiʻiina. O la matou 'au o le a a'oa'oina au tagata faigaluega e fa'aoga Syntho Engine mataalia, ma o le a matou tu'uina atu le lagolago fa'aauau pe a mae'a le fa'atinoina.
E mafai ona e faitau atili e uiga i le gafatia o Syntho's fa'amaumauga fa'akomepiuta tulaga fa'atuputupulaga i le Vaega o fofo o la matou upega tafa'ilagi.
O le a le lumana'i mo fa'amaumauga fa'akomepiuta?
Fa'atupuina fa'amaumauga fa'atasi ma AI fa'atupuina fesoasoani e fatu ma faasoa atu voluma maualuga o talafeagai faʻamatalaga, le pasia o fa'afitauli o feso'ota'iga, fa'atulafonoina fa'atulafonoina, ma le lamatiaga o fa'amatalaga soli.
E le pei o le le faailoaina o igoa, fa'atupuina fa'amaumauga fa'akomepiuta fa'ataga mo le fa'asaoina o sootaga fa'avae i fa'amaumauga. O le mea lea e fa'aogaina ai fa'amatalaga fa'akomepiuta e talafeagai mo au'ili'iliga, su'esu'ega ma atina'e, fa'avasegaga, ma su'ega.
O le fa'aogaina o fa'amaumauga tu'ufa'atasi e na'o le fa'alauteleina i totonu o alamanuia. Kamupani ua sauni e faia fa'amaumauga fa'akomepiuta, fa'alautele lona lautele i ata lavelave, leo, ma ata vitio. Kamupani o le a faʻalauteleina le faʻaogaina o masini aʻoaʻo faʻataʻitaʻiga i fa'ata'ita'iga sili atu ona maualuga ma talosaga.
E te manaʻo e aʻoaʻo atili faʻaoga aoga o fa'amaumauga fa'akomepiuta? Lagona le saoloto e fa'atulaga se fa'aaliga i luga La matou upega tafa'ilagi.
E uiga ia Syntho
Syntho maua ai se atamai fa'atupuina fa'amaumauga tulaga, leverage tele fa'amaumauga fa'amaumauga ma auala fa'atupu, fa'amalosia fa'alāpotopotoga e fa'aliliu ma le atamai fa'amaumauga i se tulaga fa'atauva. O a matou fa'amaumauga fa'akomepiuta fa'a AI e fa'atusaina fa'asologa fa'afuainumera o fa'amaumauga muamua, fa'amautinoa le sa'o, fa'alilolilo, ma le saoasaoa, e pei ona su'esu'eina e tagata popoto mai fafo e pei o le SAS. Fa'atasi ai ma uiga fa'amanino fa'ailoa ma fa'afanua faifaipea, o fa'amatalaga ma'ale'ale e puipuia a'o fa'asaoina le fa'amaoni fa'asino. O la matou faʻavae e mafai ai ona fatuina, puleaina, ma le puleaina o faʻamaumauga o suʻega mo siosiomaga e le o gaosia, faʻaaogaina tulafono faʻavae auala fa'atupu fa'amaumauga fa'akomepiuta mo fa'aaliga fa'atatau. E le gata i lea, e mafai e tagata faʻaoga fa'atupuina fa'amaumauga fa'akomepiuta ma maua fa'amatalaga moni o su'ega e atia'e fa'ata'ita'iga fa'apitoa ma fa'ata'ita'iga fa'ata'ita'iga ma le faigofie.
E uiga i le tusitala
Wim Kees Janssen
Pule Sili & fa'avae
Syntho, o le fua-faʻatupuina o loʻo faʻalavelaveina le alamanuia faʻamaumauga faʻatasi ai ma faʻamaumauga faʻapipiʻi a AI. Wim Kees ua faʻamaonia ma Syntho e mafai ona ia tatalaina faʻamatalaga faʻapitoa e faʻaogaina ai faʻamatalaga e sili atu le atamai ma vave avanoa ina ia mafai ai e faʻalapotopotoga ona iloa le faʻafouina o faʻamaumauga. O le taunuuga, na manumalo ai Wim Kees ma Syntho i le Philips Innovation Award, manumalo i le SAS global hackathon i le soifua maloloina ma le saienisi o le olaga, ma ua filifilia e avea ma taʻutaʻua AI Scale-Up e le NVIDIA.