{"id":3178,"date":"2023-09-13T12:02:49","date_gmt":"2023-09-13T12:02:49","guid":{"rendered":"http:\/\/the-codest.localhost\/blog\/discover-the-power-of-ai-and-ml-in-finance\/"},"modified":"2026-02-10T13:34:14","modified_gmt":"2026-02-10T13:34:14","slug":"uppgotvadu-kraft-gervigreindar-og-velanam-i-fjarmalum","status":"publish","type":"post","link":"https:\/\/thecodest.co\/is\/blog\/discover-the-power-of-ai-and-ml-in-finance\/","title":{"rendered":"Uppg\u00f6tva\u00f0u kraft gervigreindar og v\u00e9ln\u00e1ms \u00ed Finance"},"content":{"rendered":"<p>\u00cd hlj\u00f3\u00f0l\u00e1tu t\u00e6knibyltingu sem gengur yfir geira, <strong>Gervigreind<\/strong> (<a href=\"https:\/\/thecodest.co\/is\/blog\/the-rise-of-ai-in-the-baltics-discussion-on-estonia-latvia-and-lithuanias-tech-scene\/\">Gervigreind<\/a>) og <a href=\"https:\/\/thecodest.co\/is\/dictionary\/machine-learning\/\">Machine Learning<\/a> (ML) heldur fyrsta s\u00e6ti. \u00deessir tveir drifkraftar breytinga kn\u00fdja hra\u00f0ari a\u00f0ger\u00f0ir, sk\u00fdrari sp\u00e1r og d\u00fdpri inns\u00fdn \u00e1 \u00fdmsum svi\u00f0um. \u00c1hugavert er a\u00f0 \u00feessar framfarir stoppa ekki \u00ed t\u00e6knilegum spennusvi\u00f0um eins og v\u00e9lmennafr\u00e6\u00f0i e\u00f0a <a href=\"https:\/\/thecodest.co\/is\/blog\/8-key-questions-to-ask-your-software-development-outsourcing-partner\/\">hugb\u00fana\u00f0ar\u00fer\u00f3un<\/a>; \u00feeir f\u00e6ra kunn\u00e1ttu s\u00edna inn \u00e1 fj\u00f6lbreytt svi\u00f0. \u00c1 me\u00f0al \u00feeirra hafa f\u00e1ir upplifa\u00f0 jafn mikil \u00e1hrif og <a href=\"https:\/\/thecodest.co\/is\/blog\/top-technologies-used-in-european-fintech-development\/\">fj\u00e1rm\u00e1l<\/a> \u2014 hef\u00f0bundi\u00f0 svi\u00f0 sem n\u00fa er endurskapa\u00f0 af \u00feessu \u00f6fluga samstarfi\u2014 <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong>.<\/p>\n<p>Svo gr\u00edptu \u00fe\u00e9r steaming-kaffibolla og festi \u00f6ryggisbelti\u00f0 fyrir spennandi fer\u00f0alag \u00feegar vi\u00f0 kafa \u00ed kraftinn sem losnar \u00feegar n\u00fdjustu t\u00e6kni m\u00e6tir fj\u00e1rm\u00e1lum me\u00f0 miklu \u00ed h\u00fafi.<\/p>\n<h2>Hva\u00f0 er gervigreind (AI) og Machine Learning (ML)?<\/h2>\n<p>\u00dea\u00f0 er nokku\u00f0 l\u00edklegt a\u00f0 \u00fe\u00fa hafir heyrt um gervigreind meira en einu sinni. H\u00fan hefur or\u00f0i\u00f0 eins konar t\u00edskuor\u00f0, er \u00fea\u00f0 ekki? En \u00fer\u00e1tt fyrir vins\u00e6ldir hennar getur veri\u00f0 pirrandi erfitt a\u00f0 skilgreina n\u00e1kv\u00e6mlega hva\u00f0 h\u00fan \u00fe\u00fd\u00f0ir! En skulum einfalda \u00feetta.<\/p>\n<p><strong>Gervigreind<\/strong> v\u00edsar til <strong>t\u00f6lvukerfi<\/strong> hanna\u00f0 til a\u00f0 l\u00edkja eftir <strong>mannleg greind<\/strong> me\u00f0 \u00f3tr\u00falegri n\u00e1kv\u00e6mni. Einfaldlega sagt sn\u00fdst \u00feetta um a\u00f0 byggja v\u00e9lar sem herma eftir \u2014 jafnvel fara fram \u00far \u2014 hugsanamynstrum og heg\u00f0unareiginleikum sem homo sapiens s\u00fdnir. Fr\u00e1 getu til lausnar vandam\u00e1la til <strong>Vinnsla n\u00e1tt\u00farulegs m\u00e1ls<\/strong> og skilningi, allt fr\u00e1 skarpri d\u00f3mgreind til fl\u00f3kinna n\u00e1msverkefna \u2013 gervigreind hefur or\u00f0i\u00f0 s\u00edfellt f\u00e6rari um a\u00f0 sinna verkefnum sem almennt eru tengd greindum verum.<\/p>\n<p>Machine Learning, aftur \u00e1 m\u00f3ti, er oft liti\u00f0 \u00e1 sem undirsett gervigreindar en b\u00fdr yfir \u00f3metanlegri krafti \u00ed sj\u00e1lfu s\u00e9r. J\u00e1, sannarlega! ML b\u00fd\u00f0ur upp \u00e1 lykilframlag til a\u00f0 gera \u00feessar h\u00e1leitu drauma sem l\u00fdst er undir gervigreind \u2013 \u00ed gegnum <a href=\"https:\/\/thecodest.co\/is\/blog\/app-data-collection-security-risks-value-and-types-explored\/\">g\u00f6gn<\/a> Drifnar upplifanir sem varpa lj\u00f3si \u00e1 lei\u00f0ir fram \u00e1 vi\u00f0 \u00ed sta\u00f0 \u00feess a\u00f0 fara eftir erfi\u00f0um, fyrirfram forritu\u00f0um lei\u00f0um.<\/p>\n<p>\u00cdmynda\u00f0u \u00fe\u00e9r sm\u00e1barn sem er a\u00f0 l\u00e6ra a\u00f0 ganga: a\u00f0 fylgjast me\u00f0 \u00f6\u00f0rum ganga um sig \u00e1 me\u00f0an \u00fea\u00f0 reynir sj\u00e1lft a\u00f0 st\u00edga skref gerir litla k\u00f6nnu\u00f0inum okkar kleift a\u00f0 n\u00e1 t\u00f6kum \u00e1 hreyfigetu sinni sm\u00e1m saman me\u00f0 t\u00edmanum! Machine Learning endurspeglar \u00feennan feril: \u00fea\u00f0 sn\u00fdst um a\u00f0 safna g\u00f6gnum, greina mynstur og s\u00ed\u00f0an taka uppl\u00fdstar \u00e1kvar\u00f0anir e\u00f0a gera sp\u00e1r bygg\u00f0ar \u00e1 \u00feeim ni\u00f0urst\u00f6\u00f0um.<\/p>\n<p>Hvernig tengjast gervigreind og v\u00e9lan\u00e1m fj\u00e1rm\u00e1lum? J\u00e6ja, \u00fea\u00f0 er heillandi spurning. Lestu \u00e1fram til a\u00f0 uppg\u00f6tva nokkrar \u00e1hugaver\u00f0ar notkunarm\u00f6guleikar \u00feessa kraftmikla pars \u00ed fj\u00e1rm\u00e1lageiranum!<\/p>\n<h2>Notkun gervigreindar og v\u00e9ln\u00e1ms \u00ed Finance<\/h2>\n<p>Notkun gervigreindar \u00ed fj\u00e1rm\u00e1lum hefur vaxi\u00f0 g\u00edfurlega og umbreytt <strong>fj\u00e1rm\u00e1lageiri<\/strong> n\u00e6stum alveg. \u00dea\u00f0 eru fj\u00f6lmargar lei\u00f0ir sem <strong>gervigreind<\/strong> \u00cd fj\u00e1rm\u00e1lum er \u00fea\u00f0 n\u00fdtt til a\u00f0 n\u00e1 fj\u00f6lbreyttum markmi\u00f0um.<\/p>\n<h3>Fj\u00e1rm\u00e1laleg eftirlit<\/h3>\n<p>Fj\u00e1rm\u00e1lastofnanir nota oft <strong>v\u00e9lan\u00e1m<\/strong> \u00ed fj\u00e1rm\u00e1lum til a\u00f0 fylgjast skilvirkt me\u00f0 fj\u00e1rm\u00e1lakerfum s\u00ednum. \u00deetta felur \u00ed s\u00e9r mikilv\u00e6g verkefni eins og:<\/p>\n<ul>\n<li>Greining svika<\/li>\n<li>A\u00f0 rekja mynstur \u00ed heg\u00f0un notenda<\/li>\n<li>A\u00f0 greina grunsamlega starfsemi<\/li>\n<\/ul>\n<p>Me\u00f0 \u00fev\u00ed a\u00f0 fylgjast st\u00f6\u00f0ugt me\u00f0 \u00feessum \u00fe\u00e1ttum fj\u00e1rm\u00e1lakerfisins er h\u00e6gt a\u00f0 flokka fr\u00e1vik til sko\u00f0unar, sem eykur \u00f6ryggisr\u00e1\u00f0stafanir almennt. Me\u00f0 forsp\u00e1rh\u00e6fileikum s\u00ednum veitir v\u00e9lan\u00e1m inns\u00fdn sem gerir fj\u00e1rm\u00e1layfirs\u00fdn skilvirkari en nokkru sinni fyrr.<\/p>\n<h3>Ger\u00f0 fj\u00e1rfestingarsp\u00e1a<\/h3>\n<p>Getu gervigreindar til a\u00f0 vinna \u00far og greina miki\u00f0 magn gagna hratt gerir hana d\u00fdrm\u00e6ta til a\u00f0 sp\u00e1 fyrir um fj\u00e1rfestingar. \u00deetta einfalda ekki a\u00f0eins verkefni\u00f0, heldur eykur \u00fea\u00f0 einnig n\u00e1kv\u00e6mni sl\u00edkra sp\u00e1a \u2013 draumur fj\u00e1rfesta!<\/p>\n<p><strong>Hef\u00f0bundnar a\u00f0fer\u00f0ir<\/strong> oft missa af mikilv\u00e6gu m\u00f6gulegu \u00e1hrifum e\u00f0a breytingum vegna mannlegra takmarkana. \u00de\u00f3 a\u00f0 enn s\u00e9u til m\u00f6rg \u00f3\u00feekkt \u00ed <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-is-the-size-of-your-potential-reachable-market\/\">marka\u00f0ur<\/a> sveiflur, reikniritvi\u00f0skipti me\u00f0 gervigreind og \u00f6nnur <strong>ML-a\u00f0fer\u00f0ir<\/strong> Dregur verulega \u00far \u00e1h\u00e6ttu me\u00f0 \u00fev\u00ed a\u00f0 byggja \u00e1kvar\u00f0anir \u00e1 yfirgripsmiklum greiningum.<\/p>\n<h3>Ferlavirkjun<\/h3>\n<p>\u00cd flestum vi\u00f0skiptageirum, \u00fear \u00e1 me\u00f0al fj\u00e1rm\u00e1lageiranum, er sj\u00e1lfvirkni lykilatri\u00f0i. S\u00e9rstaklega lei\u00f0ir hagr\u00e6\u00f0ing daglegra rekstrarferla til aukinnar skilvirkni og betri ni\u00f0ursta\u00f0na.<\/p>\n<p>Notkunartilvik gervigreindar\/v\u00e9lan\u00e1mst n\u00e1 langt \u00fat fyrir skilning var\u00f0andi ferlav\u00e6\u00f0ingu; allt fr\u00e1 \u00fev\u00ed a\u00f0 framkv\u00e6ma vi\u00f0skipti hn\u00f6kralaust innan nokkurra m\u00edn\u00fatna (eins og s\u00e9st \u00ed h\u00e1 t\u00ed\u00f0nivi\u00f0skiptum) til <a href=\"https:\/\/thecodest.co\/is\/blog\/ai-in-customer-service-benefits-challenges-and-effective-implementation\/\">\u00dej\u00f3nusta vi\u00f0 vi\u00f0skiptavini<\/a> A\u00f0ger\u00f0ir eru afgreiddar hratt me\u00f0 spjallb\u00f3tum \u00e1n \u00feess a\u00f0 \u00feurfa inngrip manna.<\/p>\n<h3>\u00d6ruggar f\u00e6rslur<\/h3>\n<p>Vefvi\u00f0skipti hafa aukist g\u00edfurlega vegna t\u00e6kniframfara. Hins vegar hafa \u00feau or\u00f0i\u00f0 vi\u00f0kv\u00e6m skotm\u00f6rk fyrir <a href=\"https:\/\/thecodest.co\/is\/blog\/cyber-security-dilemmas-data-leaks\/\">netgl\u00e6pamenn<\/a>.<\/p>\n<p>Sem betur fer getum vi\u00f0 n\u00fa vernda\u00f0 stafr\u00e6na vettvang me\u00f0 \u00fev\u00ed a\u00f0 n\u00fdta <strong>v\u00e9lan\u00e1m<\/strong> Algor\u00edtmar sem s\u00edfellt l\u00e6ra af fyrri sviks\u00f6mum tilraunum og auka \u00feannig \u00f6ryggi vi\u00f0skipta.<\/p>\n<h3>\u00c1h\u00e6ttustj\u00f3rnun<\/h3>\n<p>\u00c1h\u00e6tta hefur \u00e6t\u00ed\u00f0 veri\u00f0 st\u00f6\u00f0ug \u00e1skorun innan fj\u00e1rm\u00e1lageirans, en innlei\u00f0ing gervigreindar eykur getu til a\u00f0 stj\u00f3rna henni. Me\u00f0 \u00fev\u00ed a\u00f0 greina fyrri \u00fer\u00f3un og breytingar \u00e1 marka\u00f0sbreytum getur v\u00e9lan\u00e1m \u00ed fj\u00e1rm\u00e1lum n\u00fa sp\u00e1\u00f0 fyrir um hugsanlega \u00e1h\u00e6ttu me\u00f0 \u00e1hrifamikilli n\u00e1kv\u00e6mni.<\/p>\n<h3>Algr\u00edmavi\u00f0skipti<\/h3>\n<p>Gervigreind hefur \u00e1hrif \u00e1 reikniritvi\u00f0skipti me\u00f0 \u00fev\u00ed a\u00f0 nota fl\u00f3kin reiknirit sem framkv\u00e6ma vi\u00f0skipti bygg\u00f0 \u00e1 fyrirfram skilgreindum skilyr\u00f0um. Framfarir \u00ed fj\u00e1rm\u00e1lum <strong>v\u00e9lan\u00e1m <\/strong>leyfa <a href=\"https:\/\/thecodest.co\/is\/blog\/why-us-companies-are-opting-for-polish-developers\/\">okkur<\/a> \u00deessar l\u00edkanager\u00f0ir eru nota\u00f0ar til a\u00f0 fylgjast me\u00f0 mynstrum yfir t\u00edma, greina mynstur og gera sp\u00e1r sem lei\u00f0a til \u00e1rangursr\u00edkra kaupa e\u00f0a s\u00f6lu.\u2018 <strong>vi\u00f0skipta\u00e1kvar\u00f0anir<\/strong> flj\u00f3tari en nokkur mannlegur kaupma\u00f0ur g\u00e6ti einu sinni skynja\u00f0 \u00feau.<\/p>\n<h3>Fj\u00e1rm\u00e1lar\u00e1\u00f0gj\u00f6f<\/h3>\n<p>V\u00f6xtur sj\u00e1lfvirks r\u00e1\u00f0gjafa sem veita fj\u00e1rhagsr\u00e1\u00f0gj\u00f6f studd gagna\u00f6flun og reikniritum \u2013 \u00fea\u00f0 er vissulega merki um t\u00edmabil gervigreindar \u00ed fj\u00e1rm\u00e1lum! \u00deessir afar skilvirku r\u00e1\u00f0gjafar veita notendum <strong>fj\u00e1rfestingastj\u00f3rnun<\/strong> stefnur s\u00e9rsni\u00f0nar a\u00f0 \u00fe\u00f6rfum \u00feeirra, bygg\u00f0ar \u00e1 \u00edtarlegri gagnagreiningu sem \u00fatilokar alfari\u00f0 m\u00f6guleika \u00e1 mannlegum villum.<\/p>\n<h3>Stj\u00f3rnun vi\u00f0skiptagagna<\/h3>\n<p>\u00cd heimi n\u00fat\u00edmans er g\u00f6gnum sem hafa verulegt gildi b\u00fain til \u00e1 svo f\u00e1r\u00e1nlegum hra\u00f0a a\u00f0 \u00fea\u00f0 a\u00f0 stj\u00f3rna \u00feeim \u00e1 skilvirkan h\u00e1tt er veruleg \u00e1skorun. H\u00e9r vi\u00f0skiptavinur <strong>gagnastj\u00f3rnun<\/strong> hagnast gr\u00ed\u00f0arlega af <strong>gervigreind<\/strong> me\u00f0 hj\u00e1lp gervigreindart\u00f3la sem geta safna\u00f0, greint og flokka\u00f0 neytendaheg\u00f0un, sem hj\u00e1lpar fyrirt\u00e6kjum a\u00f0 s\u00e9rsn\u00ed\u00f0a v\u00f6rur og \u00fej\u00f3nustu snjalllega \u00ed samr\u00e6mi vi\u00f0 athuga\u00f0ar \u00f3skir.<\/p>\n<h3>\u00c1kvar\u00f0anataka<\/h3>\n<p>A\u00f0 lokum \u00e1kvar\u00f0anataka \u2013 sem hefur \u00e6t\u00ed\u00f0 veri\u00f0 mikilv\u00e6g en vi\u00f0kv\u00e6m fyrir villum \u00feegar h\u00fan er eing\u00f6ngu bygg\u00f0 \u00e1 inns\u00e6i e\u00f0a \u00f3fulln\u00e6gjandi g\u00f6gnum; n\u00fa er h\u00e6gt a\u00f0 taka uppl\u00fdstar \u00e1kvar\u00f0anir me\u00f0 fullri sannf\u00e6ringu \u00fe\u00f6kk s\u00e9 <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong>. \u00deeir hafa komi\u00f0 af sta\u00f0 byltingu \u00fear sem <strong>dj\u00fapn\u00e1m<\/strong> \u00cd fj\u00e1rm\u00e1lum veitir \u00fea\u00f0 gagnlega inns\u00fdn, dregur \u00far \u00f3vissu og lei\u00f0ir almennt til betri g\u00e6\u00f0adagat\u00f6lu og uppl\u00fdstra stefnum\u00f3tandi \u00e1kvar\u00f0ana.<\/p>\n<h2>\u00c1vinningur gervigreindar og v\u00e9ln\u00e1ms \u00ed Finance<\/h2>\n<p>Framfarir \u00ed t\u00e6kni, s\u00e9rstaklega <strong>gervigreind<\/strong> (AI) og <strong>v\u00e9lan\u00e1m<\/strong> (ML), hafa haft veruleg \u00e1hrif \u00e1 marga geira um allan heim. The <strong>fj\u00e1rm\u00e1lageirinn<\/strong> er \u00e1berandi hagna\u00f0arlausandi \u00fear sem \u00feessar t\u00e6knir f\u00e6ra fj\u00e1rm\u00e1la\u00fej\u00f3nustufyrirt\u00e6kjum \u00fdmsa kosti, allt fr\u00e1 b\u00e6ttri \u00f6ryggisr\u00e1\u00f0st\u00f6fun til betri \u00fej\u00f3nustu vi\u00f0 vi\u00f0skiptavini og aukinnar skilvirkni.<\/p>\n<h3>B\u00e6tt \u00f6ryggi<\/h3>\n<p>\u00c1n nokkurs vafa hefur gervigreind reynst fram\u00farskarandi t\u00e6ki til a\u00f0 styrkja fj\u00e1rm\u00e1lalega \u00f6ryggi. H\u00fan stu\u00f0lar a\u00f0 \u00fev\u00ed a\u00f0 koma \u00e1 f\u00f3t kerfum sem eru \u00f6rugg gegn mist\u00f6kum me\u00f0 \u00fev\u00ed a\u00f0 greina fr\u00e1vik sem menn g\u00e6tu yfirs\u00e9\u00f0. Ennfremur stu\u00f0lar notkun \u00fdmissa v\u00e9lan\u00e1mst\u00e6kni \u00ed fj\u00e1rm\u00e1lum a\u00f0 greiningu <strong>sviksamlegar f\u00e6rslur<\/strong> me\u00f0 \u00fev\u00ed a\u00f0 greina mynstur sem talin eru grunsamleg e\u00f0a \u00far skor\u00f0um.<\/p>\n<p>Ranns\u00f3knir eins og\u00a0<em><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8644707\">Sp\u00e1 fyrir um fj\u00e1rm\u00e1lasvik me\u00f0 v\u00e9lan\u00e1mi<\/a><\/em>\u00a0benda \u00e1 hvernig <strong>v\u00e9lan\u00e1msekvar\u00f0ar<\/strong> getur komi\u00f0 \u00ed veg fyrir l\u00edkleg svik t\u00edmanlega. Einnig hj\u00e1lpar generat\u00edf gervigreind \u00ed fj\u00e1rm\u00e1lum a\u00f0 l\u00edkja eftir a\u00f0st\u00e6\u00f0um til a\u00f0 pr\u00f3fa kerfi gegn hugsanlegum \u00e1h\u00e6ttu\u00fe\u00e1ttum og eykur \u00feannig \u00f6ryggisr\u00e1\u00f0stafanir verulega.<\/p>\n<p>\u00c1 undanf\u00f6rnum \u00e1rum hefur \u00e1m\u00e6tilegur v\u00f6xtur or\u00f0i\u00f0 \u00ed fj\u00e1rfestingum \u00ed <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-is-a-cybersecurity-audit\/\">net\u00f6ryggi<\/a> \u00cdhuga mikilv\u00e6gi sem er veitt \u00f6ruggum a\u00f0ger\u00f0um og vi\u00f0skiptum. Skulum kafa \u00ed hvernig gervigreind stu\u00f0lar a\u00f0 \u00fev\u00ed a\u00f0 auka <strong>upplifun vi\u00f0skiptavinar<\/strong> og \u00fej\u00f3nustu n\u00e6st.<\/p>\n<h3>B\u00e6tt \u00fej\u00f3nusta vi\u00f0 vi\u00f0skiptavini<\/h3>\n<p>Gervigreind hefur sanna\u00f0 h\u00e6fni s\u00edna sem fram\u00farskarandi frammist\u00f6\u00f0uatri\u00f0i \u00feegar kemur a\u00f0 \u00fev\u00ed a\u00f0 b\u00e6ta \u00fej\u00f3nustaupplifun vi\u00f0skiptavina \u00ed \u00fdmsum greinum, \u00fear \u00e1 me\u00f0al netfj\u00e1rm\u00f6gnun. <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-is-fintech-in-banking\/\">bankastarfsemi<\/a>. \u00dea\u00f0 au\u00f0veldar verkefni eins og sj\u00e1lfvirka sv\u00f6run vi\u00f0 endurteknum fyrirspurnum, einnig kalla\u00f0ar algengar spurningar (FAQs), me\u00f0 hj\u00e1lp spjallb\u00f3ta sem eru forrita\u00f0ar me\u00f0 dj\u00fapn\u00e1mskerfum.<\/p>\n<p>Ennfremur bj\u00f3\u00f0a \u00feau upp \u00e1 pers\u00f3nulega r\u00e1\u00f0gj\u00f6f me\u00f0 \u00fev\u00ed a\u00f0 n\u00fdta \u00fdmis notkunartilvik gervigreindar og v\u00e9lan\u00e1mst\u00e6kni og skila s\u00e9rsni\u00f0num lausnum \u00e1 rafmagnshra\u00f0a. Auk \u00feess hagr\u00e6\u00f0ir gervigreind greiningu st\u00f3rgagna sem er nau\u00f0synleg til a\u00f0 \u00f6\u00f0last inns\u00fdn \u00ed heg\u00f0un og \u00f3skir vi\u00f0skiptavina og stu\u00f0lar \u00feannig skilvirkt a\u00f0 markvissum marka\u00f0s\u00e1t\u00f6kum.<\/p>\n<p>Me\u00f0 \u00fev\u00ed a\u00f0 beita \u00feessum a\u00f0fer\u00f0um geta fyrirt\u00e6ki bo\u00f0i\u00f0 upp \u00e1 fram\u00farskarandi \u00fej\u00f3nustu sem er s\u00e9rsni\u00f0in beint a\u00f0 \u00fe\u00f6rfum einstakra einstaklinga, sem gerir \u00fea\u00f0 l\u00edklegra a\u00f0 \u00feeir haldist tryggir vi\u00f0skiptavinir \u00fev\u00ed \u00feeim finnst einstakar \u00fearfir \u00feeirra uppfylltar \u00e1 skilvirkan, f\u00e6rilegan h\u00e1tt \u00e1n \u00f3\u00fearfa tafar og misskilnings.<\/p>\n<h2>Framt\u00ed\u00f0arhorfur gervigreindar og v\u00e9lan\u00e1mse\u00f0lisfr\u00e6\u00f0i \u00ed Finance<\/h2>\n<p>Gervigreind (AI) og <strong>Machine Learning<\/strong> (ML) eru s\u00edfellt a\u00f0 ver\u00f0a sam\u00fe\u00e6ttari \u00ed fj\u00e1rm\u00e1lageiranum. M\u00f6guleikarnir sem \u00feessar t\u00e6kni bj\u00f3\u00f0a upp \u00e1 vir\u00f0ast \u00f3\u00ferj\u00f3tandi, og \u00feess vegna er nau\u00f0synlegt a\u00f0 skilja hvernig \u00fe\u00e6r munu n\u00fdtast \u00ed framt\u00ed\u00f0inni. \u00deetta felur \u00ed s\u00e9r a\u00f0 b\u00e6ta r\u00e1\u00f0leggingar e\u00f0a s\u00f6lu annarra fj\u00e1rm\u00e1la\u00fej\u00f3nusta og vara, efla greiningu \u00e1 vi\u00f0skiptavinahugmyndum og veita betri \u00fej\u00f3nustu.<\/p>\n<h3>M\u00e6lingar e\u00f0a sala \u00e1 \u00fdmsum fj\u00e1rm\u00e1lav\u00f6rum<\/h3>\n<p>A\u00f0 sp\u00e1 fyrir um heg\u00f0un vi\u00f0skiptavina hefur veri\u00f0 s\u00edfellt verkefni \u00ed fj\u00e1rm\u00e1la-AI-lausnum; hins vegar gera gervigreind og v\u00e9lan\u00e1m \u00feetta n\u00fa a\u00f0gengilegra markmi\u00f0. Me\u00f0 \u00fev\u00ed a\u00f0 safna og greina mikla gagnamagni um kaupheg\u00f0un, \u00f3skir og samskipti vi\u00f0skiptavina me\u00f0<strong>Machine Learning<\/strong> \u00cd fj\u00e1rm\u00e1lum geta fyrirt\u00e6ki b\u00fai\u00f0 til s\u00e9rsni\u00f0in <a href=\"https:\/\/thecodest.co\/is\/dictionary\/how-to-make-product\/\">vara<\/a> M\u00e6lingar sem h\u00e1marka b\u00e6\u00f0i tekjur fyrirt\u00e6kisins og vir\u00f0i fyrir vi\u00f0skiptavininn.<\/p>\n<p>\u00deegar vi\u00f0 f\u00f6rum lengra inn \u00ed gervigreindar\u00f6ldina \u00ed fj\u00e1rm\u00e1lum munu gervigreindart\u00f3l, svo sem framlei\u00f0sluv\u00e6dd gervigreind, geta b\u00fai\u00f0 til marka\u00f0sstefnur sem eru s\u00e9rsni\u00f0nar \u00fat fr\u00e1 g\u00f6gnum hvers og eins vi\u00f0skiptavinar. \u00deessi einstaklingsmi\u00f0u\u00f0u n\u00e1lgun getur verulega auki\u00f0 \u00e1rangur upps\u00f6lu- e\u00f0a \u00fevers\u00f6lua\u00f0ger\u00f0a me\u00f0 st\u00f3rgagnafj\u00e1rm\u00e1lum og <strong><a href=\"https:\/\/thecodest.co\/is\/blog\/which-companies-lead-germanys-insurance-market-discover-the-top-10\/\">trygging<\/a> fyrirt\u00e6ki<\/strong> sj\u00e1lfir, sem lei\u00f0ir til aukinnar heildar s\u00f6lu\u00e1rangurs.<\/p>\n<h3>Greining \u00e1 vi\u00f0skiptavinahughrifum<\/h3>\n<p>Anna\u00f0 mikilv\u00e6gt notkunarsvi\u00f0 fyrir gervigreindar- og v\u00e9ln\u00e1msnotkunarmyndir liggur gl\u00e6silega fyrir dyrum: greining \u00e1 vi\u00f0skiptavinahughrifum. Me\u00f0 \u00fev\u00ed a\u00f0 beita h\u00e1\u00fer\u00f3u\u00f0um <strong>Machine Learning<\/strong> Me\u00f0 reikniritum sem greina f\u00e6rslur \u00e1 samf\u00e9lagsmi\u00f0lum, athugasemdir, umsagnir og anna\u00f0 efni \u00e1 netinu sem tengist v\u00f6rum e\u00f0a \u00fej\u00f3nustu fyrirt\u00e6kis er h\u00e6gt a\u00f0 f\u00e1 n\u00e1kv\u00e6ma mynd af \u00fev\u00ed hvernig vi\u00f0skiptavinir l\u00ed\u00f0a gagnvart \u00feeim. Sl\u00edk uppl\u00fdsingagj\u00f6f gerir fyrirt\u00e6kjum kleift a\u00f0 greina hugsanleg vandam\u00e1l snemma, \u00e1\u00f0ur en \u00feau magnast, og jafnframt varpa lj\u00f3si \u00e1 \u00fe\u00e1 \u00fe\u00e6tti \u00ed samskiptum vi\u00f0 vi\u00f0skiptavini \u00fear sem \u00feau fara fram \u00far v\u00e6ntingum.<\/p>\n<p>\u00deessi snjallari notkun gervigreindar \u00ed Finance gerir fyrirt\u00e6kjum kleift a\u00f0 sp\u00e1 fyrir um breytingar \u00ed <strong>marka\u00f0sme\u00f0altal<\/strong> Almannar\u00e1lit breytist hratt og a\u00f0laga stefnu s\u00edna \u00ed samr\u00e6mi vi\u00f0 \u00fea\u00f0. \u00dea\u00f0 veitir d\u00fdrm\u00e6tar uppl\u00fdsingar um hreinsun og m\u00f3tun vi\u00f0skipta fyrir samr\u00f6\u00f0un sem hefur j\u00e1kv\u00e6\u00f0 \u00e1hrif \u00e1 ar\u00f0semi.<\/p>\n<h3>Betri \u00fej\u00f3nusta vi\u00f0 vi\u00f0skiptavini<\/h3>\n<p>A\u00f0 lokum, en ekki s\u00ed\u00f0ur, er gulln\u00e1mugr\u00f6fur sem b\u00ed\u00f0ur einl\u00e6gra n\u00e1mumanna a\u00f0 b\u00e6ta \u00fej\u00f3nustustig vi\u00f0 vi\u00f0skiptavini verulega me\u00f0 snj\u00f6llum notkun ML-fj\u00e1rm\u00e1lat\u00e6kja. Lifandi spjallb\u00f3ta, vopna\u00f0ar s\u00edfellt vaxandi dj\u00fapn\u00e1msgetu, geta svara\u00f0 spurningum vi\u00f0skiptavina allan s\u00f3larhringinn, alla daga vikunnar. \u00de\u00e6r fara n\u00fa langt umfram einfaldar fyrirspurnir og geta leyst fl\u00f3kin fj\u00e1rm\u00e1lam\u00e1l e\u00f0a veitt s\u00e9rsni\u00f0na fj\u00e1rm\u00e1lar\u00e1\u00f0gj\u00f6f.<\/p>\n<p>Innlei\u00f0ing <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong> \u00dej\u00f3nustustarfsemi vi\u00f0skiptavina er kostna\u00f0arhagkv\u00e6m lei\u00f0 fyrir <strong>fyrirt\u00e6ki \u00ed fj\u00e1rm\u00e1la\u00fej\u00f3nustu<\/strong> a\u00f0 veita n\u00e1kv\u00e6ma og tafarlausa a\u00f0sto\u00f0 allan s\u00f3larhringinn og losa mannau\u00f0 fyrir mikilv\u00e6gari verkefni.<\/p>\n<p>Br\u00fain milli gervigreindar \u00ed fyrirt\u00e6kjafj\u00e1rm\u00e1lum og fram\u00farskarandi \u00fej\u00f3nustu vi\u00f0 vi\u00f0skiptavini vir\u00f0ist \u00e6tla\u00f0 a\u00f0 ver\u00f0a s\u00edfellt \u00ferengri framundan, sem mun f\u00e6ra j\u00e1kv\u00e6\u00f0 sm\u00e1v\u00e6gileg umb\u00f3t sem gagnast b\u00e6\u00f0i fyrirt\u00e6kjum og vi\u00f0skiptavinum.<\/p>\n<h3>Krafist f\u00e6rni fyrir gervigreindar- og v\u00e9ln\u00e1mss\u00e9rfr\u00e6\u00f0inga \u00ed Finance<\/h3>\n<p>A\u00f0 vinna me\u00f0 gervigreind \u00ed fj\u00e1rm\u00e1lum sn\u00fdst ekki eing\u00f6ngu um a\u00f0 vita hvernig \u00e1 a\u00f0 <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-is-code-refactoring\/\">k\u00f3\u00f0i<\/a>; \u00fea\u00f0 er l\u00edka jafn mikilv\u00e6gt a\u00f0 skilja \u00fea\u00f0 <strong>tiltekin vi\u00f0skiptamarkmi\u00f0<\/strong> og forrit sem eru s\u00e9rstaklega sni\u00f0in a\u00f0 \u00fe\u00ednu i\u00f0na\u00f0arsvi\u00f0i.   Sumar kjarnah\u00e6fni sem ger\u00f0 er r\u00e1\u00f0 fyrir a\u00f0 hver AI-fj\u00e1rm\u00e1las\u00e9rfr\u00e6\u00f0ingur hafi fela yfirleitt \u00ed s\u00e9r:<\/p>\n<ul>\n<li>Traustur skilningur \u00e1 st\u00e6r\u00f0fr\u00e6\u00f0i\/t\u00f6lfr\u00e6\u00f0i og reikniritum.<\/li>\n<li>F\u00e6rni \u00ed forritun \u00ed forritunarm\u00e1lum eins og <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-is-python-good-for\/\">Python<\/a> og R.<\/li>\n<li>Kunnugleiki vi\u00f0 verkf\u00e6ri \u00ed gervigreind og v\u00e9lan\u00e1m (Tensorflow, PyTorch).<\/li>\n<li>G\u00f3\u00f0ur skilningur \u00e1 <strong>fj\u00e1rm\u00e1lamarka\u00f0ir<\/strong> er af fremsta flokki.<\/li>\n<li>H\u00e6fni til a\u00f0 umbreyta fl\u00f3knum g\u00f6gnum \u00ed framkv\u00e6manleg vi\u00f0skipta\u00e1\u00e6tlanir.<\/li>\n<\/ul>\n<p>Algerr\u00e1\u00f0 yfir \u00feessum svi\u00f0um myndi hvetja fleiri fyrirt\u00e6ki til a\u00f0 n\u00fdta s\u00e9r skapandi m\u00f6guleika v\u00e9lan\u00e1mst\u00e6kni \u00ed fj\u00e1rm\u00e1lum me\u00f0 \u00fev\u00ed a\u00f0 byggja \u00e1 h\u00e6fileikum \u00fe\u00ednum og s\u00e9rfr\u00e6\u00f0i\u00feekkingu. Mundu a\u00f0 \u00feetta sn\u00fdst ekki einungis um hversu vel \u00fe\u00fa notar \u00feessar t\u00e6knir, heldur enn fremur um hvernig \u00fe\u00fa getur beitt \u00feeim strateg\u00edskt til a\u00f0 leysa raunveruleg i\u00f0na\u00f0avandam\u00e1l.<\/p>\n<p>A\u00f0 m\u00ednu mati, svo lengi sem vilji er til a\u00f0 l\u00e6ra og a\u00f0laga sig a\u00f0 \u00feessu s\u00edbreytilega t\u00e6knilandslagi, \u00e1samt \u00fev\u00ed a\u00f0 leggja \u00e1herslu \u00e1 lausn vandam\u00e1la, er \u00e1rangur \u00f6rugglega innan seilingar! \u00c9g segi: haltu bara \u00e1fram \u2013 s\u00f6kkva\u00f0u \u00fe\u00e9r beint \u00ed v\u00e9lkn\u00fana greind. <a href=\"https:\/\/thecodest.co\/is\/blog\/fintech-the-future-of-finance\/\">Framt\u00ed\u00f0 fj\u00e1rm\u00e1la<\/a>!<\/p>\n<h2>Hlutverk gervigreindar \u00ed b\u00f3khaldi<\/h2>\n<h3>Afhj\u00fapun f\u00e1ga\u00f0rar b\u00f3khaldsme\u00f0fer\u00f0ar kn\u00fainnar \u00e1fram af gervigreind<\/h3>\n<p>Til a\u00f0 skilja n\u00fat\u00edmae\u00f0li b\u00f3khalds \u00fearf a\u00f0 hafa grundvallar skilning \u00e1 \u00fev\u00ed hvernig gervigreind stu\u00f0lar a\u00f0 endurm\u00f3tun \u00feess. \u00deegar fj\u00e1rm\u00e1lageirinn tekur upp framfarir kemur gervigreind \u00ed b\u00f3khaldi fram sem byltingarkenndur b\u00e6tir. H\u00fan eykur skilvirkni og n\u00e1kv\u00e6mni \u2013 umbreytir fl\u00f3knum verkefnum \u00ed framkv\u00e6md me\u00f0 \u00f3venjulegri hra\u00f0a og l\u00e1gmarks mannlegri \u00edhlutun.<\/p>\n<p>Gervigreind hefur leitt fram n\u00fdsk\u00f6pun \u00e1 \u00fdmsum svi\u00f0um b\u00f3khalds, svo sem \u00ed endursko\u00f0un, launavinnslu og skattaskr\u00e1ningu. Til d\u00e6mis, \u00ed sta\u00f0 \u00feess a\u00f0 treysta \u00e1 hef\u00f0bundnar b\u00f3khaldsa\u00f0fer\u00f0ir sem eru vi\u00f0kv\u00e6mar fyrir mannlegum mist\u00f6kum, kj\u00f3sa fyrirt\u00e6ki s\u00edfellt frekar hugb\u00fana\u00f0 sem byggir \u00e1 gervigreind og fylgist n\u00e1kv\u00e6mlega me\u00f0 hverri fj\u00e1rhagslegum f\u00e6rslu.<\/p>\n<h3>Lykilsvi\u00f0 \u00fear sem gervigreind umbreytir b\u00f3khaldi:<\/h3>\n<p>Hra\u00f0ur straumur a\u00f0 v\u00e9lab\u00faskap undirstrikar fj\u00f6gur lykilsvi\u00f0 \u00fear sem gervigreind er a\u00f0 hrista upp \u00ed b\u00f3khaldi og vi\u00f0skiptaferlum me\u00f0 sj\u00e1lfvirkni og forsp\u00e1rh\u00e6fni:<\/p>\n<ul>\n<li><strong>Vinnsla reikninga:<\/strong>\u00a0Levering AI felur \u00ed s\u00e9r sj\u00e1lfvirka skr\u00e1ningu reikningsuppl\u00fdsinga, sta\u00f0festingu \u00feeirra samkv\u00e6mt fyrirfram skilgreindum st\u00f6\u00f0lum og hra\u00f0ari sam\u00feykktarferli \u2013 allt sn\u00f6ggt og \u00e1n villna.<\/li>\n<li><strong>Kostna\u00f0arstj\u00f3rnun:<\/strong>\u00a0Virkniv\u00e6\u00f0ing a\u00f0sto\u00f0ar samstundis vi\u00f0 a\u00f0 flokka rekstrarkostna\u00f0 fr\u00e1 pers\u00f3nulegum \u00fatgj\u00f6ldum\u2014fylgjast me\u00f0 kostna\u00f0i \u00e1n \u00feess a\u00f0 leggja byr\u00f0i \u00e1 starfsmenn.<\/li>\n<li><strong>Launakerfi:<\/strong>\u00a0\u00d3rofa\/sj\u00e1lfvirkur gagnastraumur sem n\u00e1\u00f0st er me\u00f0 gervigreind dregur \u00far stj\u00f3rns\u00fdslulegum skyldum me\u00f0 \u00fev\u00ed a\u00f0 reikna laun og skatta \u00e1 sama t\u00edma og fari\u00f0 er eftir regluger\u00f0um.<\/li>\n<li><strong>Svikagreining:<\/strong>\u00a0<strong>Machine Learning<\/strong> T\u00e6ki geta greint \u00f3venjuleg mynstur e\u00f0a fr\u00e1vik \u00ed vi\u00f0skiptum \u2013 sem \u00fej\u00f3nar sem vi\u00f0b\u00f3tar \u00f6ryggislag gegn sviks\u00f6mum ath\u00f6fnum.<\/li>\n<\/ul>\n<p>\u00cd \u00feessari \u00f6ld sem m\u00f3tu\u00f0 er af stafr\u00e6nt st\u00fdr\u00f0um umhverfum vir\u00f0ist \u00fea\u00f0 mikilv\u00e6gara en nokkru sinni fyrr a\u00f0 tileinka s\u00e9r \u201cAI Finance\u201d.<\/p>\n<h3>\u00dear sem hef\u00f0bundin starfsh\u00e6tti m\u00e6ta framt\u00ed\u00f0art\u00e6kni<\/h3>\n<p>Me\u00f0 hli\u00f0sj\u00f3n af n\u00fdsk\u00f6pun tel \u00e9g a\u00f0 fj\u00e1rm\u00e1las\u00e9rfr\u00e6\u00f0ingar \u00e6ttu a\u00f0 l\u00e6ra um \u00feessar framfarir \u00ed fj\u00e1rm\u00e1lum <strong>gagnav\u00edsindi<\/strong> og fj\u00e1rhagsleg <strong>Machine Learning<\/strong> \u2013 hvort sem \u00fea\u00f0 er a\u00f0 lesa PDF-skj\u00f6l um fj\u00e1rm\u00e1l e\u00f0a taka \u00fe\u00e1tt \u00ed \u00edtarlegum n\u00e1mskei\u00f0svinnum sem tengjast gervigreind \u00ed fj\u00e1rm\u00e1lum.<\/p>\n<p>\u00dea\u00f0 sn\u00fdst ekki bara um a\u00f0 skipta \u00fat handvirkum a\u00f0fer\u00f0um heldur um a\u00f0 efla hef\u00f0bundnar vinnubr\u00f6g\u00f0 me\u00f0 t\u00e6knilegum m\u00f6guleikum gervigreindar. \u00deessi sam\u00fe\u00e6tting hins gamla og n\u00fdja myndar \u00f6flugt t\u00e6ki fyrir b\u00f3khaldara, sem gerir \u00feeim betur \u00ed stakk b\u00fain til a\u00f0 takast \u00e1 vi\u00f0 \u00fe\u00e1 krefjandi og fl\u00f3knu \u00fe\u00e6tti sem n\u00fat\u00edmaleg fj\u00e1rm\u00e1l fela \u00ed s\u00e9r.<\/p>\n<p>\u00cd vi\u00f0urkenningu \u00e1 \u00feessari \u00fer\u00f3un hafa brautry\u00f0jandi hugb\u00fana\u00f0arfyrirt\u00e6ki hra\u00f0a\u00f0 vi\u00f0leitni sinni til a\u00f0 sam\u00fe\u00e6tta gervigreind \u00ed b\u00f3khaldskerfi. Hyperscience, me\u00f0 a\u00f0al\u00e1herslu \u00e1 t\u00e6kni v\u00e9lan\u00e1mst, er eitt sl\u00edkt fyrirt\u00e6ki sem er a\u00f0 umbreyta \u00feessu svi\u00f0i.<\/p>\n<h3>Vegurinn framundan<\/h3>\n<p>Me\u00f0 verulegum \u00e1hrifum sem \u00feegar sj\u00e1st \u00ed geirum allt fr\u00e1 sj\u00e1lfvirkniv\u00e6\u00f0ingu hversdagslegra verkefna til sp\u00e1r um framt\u00ed\u00f0artilhneigingar bygg\u00f0ar \u00e1 fl\u00f3knum reikniritum \u2013 er lj\u00f3st a\u00f0 hlutverk gervigreindar \u00ed b\u00f3khaldi mun \u00e1fram st\u00e6kka. Innlei\u00f0ing gervigreindar \u00ed fj\u00e1rm\u00e1lum hefur gert b\u00f3khaldi\u00f0 ekki a\u00f0eins hentugt fyrir i\u00f0na\u00f0inn heldur einnig framt\u00ed\u00f0arv\u00e6nt!<\/p>\n<p>Fer\u00f0in stendur enn yfir, og me\u00f0an \u00feessi \u2018AI Finance\u2019 bylting heldur \u00e1fram a\u00f0 \u00fer\u00f3ast, lofar b\u00f3khaldsgeirinn enn skilvirkari, gagns\u00e6rri og n\u00fdst\u00e1rlegri vinnubr\u00f6g\u00f0um \u00ed framt\u00ed\u00f0inni.<\/p>\n<p>\u00deegar liti\u00f0 er til fj\u00e1rm\u00e1laheima hafa fj\u00f6lmargar greinar fari\u00f0 a\u00f0 finna fyrir bylgju\u00e1hrifum gervigreindar (AI), \u00fear \u00e1 me\u00f0al fj\u00e1rm\u00e1laplanager\u00f0 og greiningu (FP&amp;A). Sam\u00fe\u00e6tting gervigreindart\u00e6kni gegnir lykilhlutverki vi\u00f0 a\u00f0 efla hef\u00f0bundna fj\u00e1rm\u00e1laplanager\u00f0arferla, me\u00f0 \u00fev\u00ed a\u00f0 innlei\u00f0a skilvirkni, n\u00e1kv\u00e6mni og sp\u00e1getu.<\/p>\n<h3>Sp\u00e1greining<\/h3>\n<p>\u00c1hugavert er a\u00f0 einn \u00fe\u00e1ttur \u00fear sem gervigreind hefur sannarlega gj\u00f6rbylt FP&amp;A er forsp\u00e1rgreining. Machine Learning b\u00fd\u00f0ur upp \u00e1 verulega framf\u00f6r mi\u00f0a\u00f0 vi\u00f0 hef\u00f0bundna <strong>t\u00f6lfr\u00e6\u00f0il\u00edk\u00f6n<\/strong> Me\u00f0 \u00fev\u00ed a\u00f0 vinna me\u00f0 st\u00f3r gagna\u00f6fl og vinna me\u00f0 m\u00f6rg breytur samt\u00edmis. \u00dea\u00f0 getur n\u00e1kv\u00e6mlega sp\u00e1\u00f0 fyrir um tekju\u00fer\u00f3un, kostna\u00f0armynstur og sj\u00f3\u00f0streymis\u00e1\u00e6tlanir sem venjulega krefjast margra klukkustunda \u00feegar unni\u00f0 er me\u00f0 h\u00f6ndum.<\/p>\n<p>Til d\u00e6mis: \u201cGenerative AI\u201d \u00ed fj\u00e1rm\u00e1lum getur samsett gr\u00ed\u00f0arlegt magn af <strong>s\u00f6guleg g\u00f6gn<\/strong> til a\u00f0 sp\u00e1 fyrir um framt\u00ed\u00f0arni\u00f0urst\u00f6\u00f0ur n\u00e1kv\u00e6mlega. Me\u00f0 v\u00e9lan\u00e1m \u00ed kjarna s\u00ednum afl\u00e9ttir \u00feetta t\u00e6ki \u00fereytandi verkefni af her\u00f0um greiningara\u00f0ila og veitir gagnadrifnar inns\u00fdn til \u00e1kvar\u00f0anat\u00f6ku.<\/p>\n<h3>Fj\u00f6lb\u00e6ttir sp\u00e1gerningarferlar<\/h3>\n<p>Ennfremur gerir gervigreind \u00ed fj\u00e1rhags\u00e1\u00e6tlunarger\u00f0 sp\u00e1greiningu n\u00e1nast au\u00f0velda. \u00c1\u00f0ur var ferli\u00f0 h\u00e1\u00f0 \u00f3vissum efnahagsv\u00edsum og uppl\u00fdstum \u00e1giskunum, en n\u00fa bl\u00f3mstrar \u00fea\u00f0 \u00e1 tilhneigingu v\u00e9lan\u00e1mal\u00edkans til a\u00f0 grafa upp endurteknar mynstur \u00ed st\u00f3rum gagnas\u00f6fnum \u2013 \u00fea\u00f0an kemur heiti\u00f0 \u2018v\u00e9lafj\u00e1rm\u00e1l\u2019. Me\u00f0 \u00fev\u00ed a\u00f0 kortleggja fl\u00f3kin tengsl milli \u00fdmissa breyta sem hafa \u00e1hrif \u00e1 frammist\u00f6\u00f0u fyrirt\u00e6kja \u00ed raunt\u00edma geta \u00feau gert sveigjanlegar breytingar \u00e1 \u00e1\u00e6tlunum s\u00ednum \u00e1n hn\u00f6krum.<\/p>\n<h3>Sj\u00e1lfvirk sk\u00fdrsluger\u00f0<\/h3>\n<p>Gervilega uppbl\u00e1snar sk\u00fdrslur sem einkennast af \u00f3\u00fearfa uppl\u00fdsingum eru a\u00f0 ver\u00f0a hlutur fort\u00ed\u00f0arinnar \u00fe\u00f6kk s\u00e9 gervigreindarlausnum. \u00de\u00e6r tryggja sem bestu vi\u00f0eigandi innihalds og bj\u00f3\u00f0a sk\u00fdrsluger\u00f0arverkf\u00e6rum n\u00e6stum fullkomna n\u00e1kv\u00e6mni \u2013 allt \u00f6\u00f0ruv\u00edsi en vi\u00f0 myndum b\u00faast vi\u00f0 ef menn v\u00e6ru einir \u00e1byrgir fyrir \u00feessum verkefnum. Hreinsun og m\u00f3tun vi\u00f0skipta fyrir samantekt stu\u00f0lar a\u00f0 betri skilningi \u00e1 \u00f6llum vi\u00f0skiptastigum me\u00f0 einf\u00f6ldum m\u00e6labor\u00f0um sem s\u00fdna au\u00f0skiljanleg sj\u00f3nr\u00e6n framsetningar unnar \u00far fl\u00f3knum, <strong>gagnas\u00f6fn<\/strong>.<\/p>\n<p>\u00cd lj\u00f3si \u00feessara framfara \u00ed fj\u00e1rm\u00e1lum <strong>Machine Learning<\/strong> T\u00e6kni sem s\u00e9st \u00ed b\u00e6ttum FP&amp;A-ferlum kemur ekki \u00e1 \u00f3vart a\u00f0 ranns\u00f3knir bendi \u00e1 sterka innlei\u00f0ingarhlutfall me\u00f0al kr\u00f6fuhar\u00f0ra fyrirt\u00e6kja sem forgangsra\u00f0a stefnumarkandi vexti me\u00f0 n\u00fdsk\u00f6pun.<\/p>\n<p>A\u00f0 lokum \u00e1hrifin af <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong>, s\u00e9rstaklega \u00ed fj\u00e1rhags\u00e1\u00e6tlunarger\u00f0 og greiningu, er dj\u00fapst\u00e6\u00f0. Me\u00f0 \u00fev\u00ed a\u00f0 bj\u00f3\u00f0a upp \u00e1 forsp\u00e1rh\u00e6fni, gagnagreiningu, hagr\u00e6\u00f0ar\u00f0ar vinnslur og sj\u00e1lfvirkar sk\u00fdrsluger\u00f0arv\u00e9lb\u00fana\u00f0ur f\u00e1 fyrirt\u00e6ki a\u00f0gang a\u00f0 b\u00e6ttum verkf\u00e6rum til \u00e1kvar\u00f0anat\u00f6ku bygg\u00f0ri \u00e1 g\u00f6gnum. Me\u00f0 sl\u00edkum framf\u00f6rum sem vi\u00f0halda framt\u00ed\u00f0arvexti \u00ed \u00feessum i\u00f0na\u00f0argreina tel \u00e9g \u00f6ruggt a\u00f0 sp\u00e1 fyrir um a\u00f0 \u00e1hrif gervigreindar \u00ed fj\u00e1rhags\u00e1\u00e6tlunarger\u00f0 og greiningu muni \u00e1fram vera umbreytandi um verulegann t\u00edma framundan.<\/p>\n<h2>Hlutverk gervigreindar \u00ed innkaupum<\/h2>\n<p>Gervigreind, betur \u00feekkt undir skammst\u00f6funinni \u2018AI\u2019, er a\u00f0 gera byltingu \u00ed innkaupum. Sem eitt af vaxandi \u00feemum innan fj\u00e1rm\u00e1la dregur h\u00fan fram hvernig \u00feessi \u00fer\u00f3andi t\u00e6kni getur auki\u00f0 skilvirkni og bori\u00f0 verulega b\u00e6tingu \u00e1 innkaupaferlum fyrirt\u00e6kja.<\/p>\n<p>Sko\u00f0um n\u00e1nar hvernig gervigreind gegnir raunverulegu hlutverki vi\u00f0 a\u00f0 einfalda innkaupa- og grei\u00f0sluferli\u00f0, b\u00e6ta samskipti vi\u00f0 birgja og innlei\u00f0a \u00e1rangursr\u00edkar kostna\u00f0arl\u00e6kkunara\u00f0ger\u00f0ir.<\/p>\n<h3>A\u00f0 hagr\u00e6\u00f0a innkaupa- og grei\u00f0sluferlinu<\/h3>\n<p>Gervigreind hefur veruleg \u00e1hrif \u00e1 a\u00f0 einfalda \u00feann feril sem kalla\u00f0ur er \u2018kaup-til-grei\u00f0slu\u2019. Hvort sem um er a\u00f0 r\u00e6\u00f0a a\u00f0 b\u00e6ta vinnufl\u00e6\u00f0i e\u00f0a draga \u00far \u00fereytandi handvirkum verkefnum eykur gervigreind skilvirkni. Til d\u00e6mis getur gervigreind sj\u00e1lfvirkniv\u00e6tt vinnslu reikninga, sem lei\u00f0ir til aukins hra\u00f0a og f\u00e6rri l\u00edkur \u00e1 villum.<\/p>\n<h3>Stj\u00f3rnun tengsla vi\u00f0 birgja<\/h3>\n<p>N\u00e6st kemur stj\u00f3rnun tengsla vi\u00f0 birgja (SRM), svi\u00f0 \u00fear sem gervigreind sk\u00edn sk\u00e6rt. H\u00fan au\u00f0veldar n\u00e1m \u00far fyrri samskiptum og heg\u00f0unarmynstrum mismunandi birgja yfir t\u00edma. Me\u00f0 \u00fev\u00ed ver\u00f0a framt\u00ed\u00f0arvi\u00f0skipti skilvirkari me\u00f0 b\u00e6ttri \u00fathlutun au\u00f0linda. \u00c1h\u00e6ttu sem tengist birgjum m\u00e1 einnig l\u00e1gmarka me\u00f0 forsp\u00e1rgreiningu \u2013 \u00fe\u00e6tti \u201cai finance\u201d.\u201d<\/p>\n<h3>Innlei\u00f0ing kostna\u00f0arsparna\u00f0ara\u00f0ger\u00f0a<\/h3>\n<p>M\u00e1ttugi \u00fer\u00edeyki\u00f0 AI-ML-Finance eykur ekki a\u00f0eins skilvirkni \u00ed rekstri heldur a\u00f0sto\u00f0ar einnig vi\u00f0 innlei\u00f0ingu kostna\u00f0arsparandi a\u00f0ger\u00f0a. \u00deessi einstaka samsetning veitir framkv\u00e6manlegar inns\u00fdn sem gerir fyrirt\u00e6kjum kleift a\u00f0 n\u00fdta s\u00e9r marka\u00f0s\u00fer\u00f3un og auka samningsst\u00f6\u00f0u gagnvart birgjum \u2013 mikilv\u00e6gur \u00fe\u00e1ttur vi\u00f0 ger\u00f0 samkeppnish\u00e6fra ver\u00f0lags\u00e1kvar\u00f0ana.<\/p>\n<p>En \u00feetta stoppar ekki h\u00e9r; \u00feetta er bara a\u00f0 skrapla \u00e1 yfirbor\u00f0i m\u00f6guleikanna sem gervigreind b\u00fd\u00f0ur upp \u00e1 \u00e1 innkaupsvettvangi.<\/p>\n<p>Horft til framt\u00ed\u00f0ar lofa \u00fer\u00f3u\u00f0 t\u00e6kni, eins og dj\u00fapn\u00e1m \u00ed fj\u00e1rm\u00e1lum, frekari framf\u00f6rum \u2013 enn n\u00e1kv\u00e6mari sp\u00e1r fyrir <strong>L\u00e1nsh\u00e6fismat<\/strong> og pers\u00f3nulegar till\u00f6gur um birgja bygg\u00f0ar \u00e1 raunt\u00edmagagnagreiningu.<\/p>\n<p>Raunar \u00e1 hverju stigi \u2013 allt fr\u00e1 me\u00f0h\u00f6ndlun bei\u00f0na til lokaafgrei\u00f0slu reikninga \u2013 er gervigreind \u00ed fj\u00e1rm\u00e1lum a\u00f0 endurskilgreina vi\u00f0mi\u00f0 og setja h\u00e6rri sta\u00f0la fyrir fj\u00e1rhagslega skilvirkni og sj\u00e1lfvirkniv\u00e6\u00f0ingu ferla.<\/p>\n<p>Me\u00f0 svo sk\u00fdrum \u00e1vinningi hvet \u00e9g fyrirt\u00e6ki sem enn hafa ekki n\u00fdtt s\u00e9r gervigreind til a\u00f0 endursko\u00f0a afst\u00f6\u00f0u s\u00edna. \u00deegar vi\u00f0 b\u00faumst vi\u00f0 gervilega uppbl\u00e1snum innlei\u00f0sluhlutf\u00f6llum er ekki h\u00e6gt a\u00f0 neita lykilhlutverki gervigreindar vi\u00f0 a\u00f0 umbreyta innkaupum \u00far vi\u00f0skiptalegu ferli \u00ed stefnum\u00f3tandi starfsemi.<\/p>\n<p>Sko\u00f0um \u00e1fram \u00feessa spennandi umbreytingu, \u00fev\u00ed \u00feetta er a\u00f0eins upphafi\u00f0 af \u00fev\u00ed sem gervigreind og v\u00e9lan\u00e1m geta \u00e1orka\u00f0 \u00ed fj\u00e1rm\u00e1lum.<\/p>\n<h2>Sk\u00fdjami\u00f0a\u00f0ar Finance lausnir<\/h2>\n<p>\u00deegar kemur a\u00f0 \u00fev\u00ed a\u00f0 opna m\u00f6guleika<strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong>, <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-is-elasticity-in-cloud-computing\/\">sk\u00fd<\/a> T\u00e6kni gegnir \u00f3missandi hlutverki. A\u00f0 n\u00fdta sk\u00fdjami\u00f0a\u00f0a innvi\u00f0i gerir kleift <strong>fj\u00e1rm\u00e1lastofnanir<\/strong> a\u00f0 vinna \u00far gr\u00ed\u00f0arlegu magni gagna \u00e1 ford\u00e6malausum hra\u00f0a. \u00deegar vi\u00f0 kafa d\u00fdpra \u00ed \u00feennan spennandi samruna h\u00e1\u00fer\u00f3a\u00f0rar t\u00e6kni og fj\u00e1rm\u00e1la\u00fej\u00f3nustustj\u00f3rnunar skulum vi\u00f0 kanna nokkra lykil\u00fe\u00e6tti sem gera sk\u00fdjalausnir \u00f3missandi til a\u00f0 n\u00fdta gervigreind og v\u00e9lan\u00e1m.<\/p>\n<h3>Snj\u00f6ll sam\u00fe\u00e6tting<\/h3>\n<p>Ma\u00f0ur g\u00e6ti velt \u00fev\u00ed fyrir s\u00e9r\u2014af hverju sn\u00faa til sk\u00fdja me\u00f0 \u00f6flugum <strong>Machine Learning<\/strong> verkf\u00e6ri sem vi\u00f0 h\u00f6fum til umr\u00e1\u00f0a? J\u00e6ja, \u00edmynda \u00fe\u00e9r sta\u00f0bundna geymsluna \u00fe\u00edna sem luktur og <a href=\"https:\/\/thecodest.co\/is\/dictionary\/what-are-the-benefits-of-enterprise-cloud-computing\/\">sk\u00fdja\u00fej\u00f3nusta<\/a> eins og logandi s\u00f3l \u2013 \u00feegar h\u00fan geislar l\u00fdsir h\u00fan upp alla kr\u00f3k og kima jafnt! Me\u00f0 sk\u00fdjalausri innvi\u00f0um f\u00e6r\u00f0u hn\u00f6kralausa sam\u00fe\u00e6ttingu vi\u00f0 notkunartilvik \u00ed gervigreind\/v\u00e9lan\u00e1m \u00e1 augabrag\u00f0i. \u00deetta lei\u00f0ir til heildst\u00e6\u00f0rar fj\u00e1rhagslegrar greiningar sem er n\u00e1kv\u00e6mari en nokkru sinni fyrr.<\/p>\n<p><a href=\"https:\/\/thecodest.co\/contact\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4927\" src=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_.png\" alt=\"\" width=\"1283\" height=\"460\" srcset=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_.png 1283w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-300x108.png 300w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-1024x367.png 1024w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-768x275.png 768w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-18x6.png 18w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-67x24.png 67w\" sizes=\"auto, (max-width: 1283px) 100vw, 1283px\" \/><\/a><\/p>\n<h3>\u00der\u00f3un me\u00f0 n\u00fdsk\u00f6pun<\/h3>\n<p>Sk\u00fdjami\u00f0a\u00f0ar lausnir sn\u00faast ekki einungis um v\u00ed\u00f0t\u00e6ka \u00fej\u00f3nustu \u2013 \u00fe\u00e6r f\u00e6ra n\u00fdsk\u00f6pun beint \u00e1 fingurg\u00f3ma \u00fe\u00edna. Me\u00f0 \u00fev\u00ed a\u00f0 bj\u00f3\u00f0a upp \u00e1 frj\u00f3saman grundv\u00f6ll fyrir innlei\u00f0ingu dj\u00fapn\u00e1ms \u00ed fj\u00e1rm\u00e1lum gera \u00feessar lausnir fyrirt\u00e6kjum kleift a\u00f0 pr\u00f3fa n\u00fat\u00edmalega getu \u00e1 sama t\u00edma og \u00fe\u00e6r gera hef\u00f0bundnar bankavi\u00f0skiptafer\u00f0ir s\u00edfellt \u00f3\u00fearfari.<\/p>\n<p>Til d\u00e6mis g\u00e6ti ma\u00f0ur \u00fatvega\u00f0 kerfum s\u00ednum gervilega uppbl\u00e1sna greind til a\u00f0 \u00f6\u00f0last betri skilning \u00e1 marka\u00f0s\u00fer\u00f3un e\u00f0a til a\u00f0 b\u00faa til sp\u00e1gildi um hlutabr\u00e9faver\u00f0 \u00ed h\u00fdperv\u00edsindum\u2014\u00fe\u00e1tt sem \u00e1\u00f0ur var \u00f3hugsandi \u00e1n mannlegrar \u00edhlutunar.<\/p>\n<h3>Gagnastj\u00f3rnun<\/h3>\n<p>\u00c1rei\u00f0anlegur, skilvirkur <strong>gagnastj\u00f3rnun<\/strong> er enn einn fja\u00f0ur sem sl\u00edkir vettvangar b\u00e6ta \u00ed hatt hvers fj\u00e1rm\u00e1lastofnunar. Hreinsun og <strong>stj\u00f3rnun eigna<\/strong> a\u00f0 nota <strong>gagnav\u00edsindamenn<\/strong> M\u00f3tun f\u00e6rslna fyrir samr\u00f6\u00f0un \u2013 mikilv\u00e6gt atri\u00f0i innan svi\u00f0s st\u00f3rgagnafj\u00e1rm\u00e1la \u2013 n\u00e6st au\u00f0veldlega \u00feegar rekstur er kn\u00fainn \u00e1 traustu sk\u00fdjami\u00f0a\u00f0u vi\u00f0m\u00f3ti.<\/p>\n<p>Svo hvort sem um er a\u00f0 r\u00e6\u00f0a a\u00f0 n\u00fdta gervigreindardrifna fr\u00e1viksgreiningu e\u00f0a a\u00f0 nota framlei\u00f0slugervigreind \u00ed fj\u00e1rm\u00e1latengdum rekstri, eins og marka\u00f0shermum, ver\u00f0ur allt m\u00f6gulegt me\u00f0 r\u00e9ttri gagnastj\u00f3rnun sem \u00feessi r\u00f3tt\u00e6ku verkf\u00e6ri tryggja!<\/p>\n<p>Me\u00f0 \u00fev\u00ed a\u00f0 n\u00e1 jafnv\u00e6gi milli t\u00e6knilegrar f\u00e6rni og notendami\u00f0a\u00f0rar h\u00f6nnunar s\u00fdnir h\u00e1\u00fer\u00f3u\u00f0 sk\u00fdjami\u00f0u\u00f0 t\u00e6kni m\u00f6gulega umbreytandi \u00e1hrif \u00e1 \u00f6llum svi\u00f0um \u2013 s\u00e9rstaklega \u00ed jafn fl\u00f3knum geira og fj\u00e1rm\u00e1l! Svo skulum vi\u00f0 fagna byltingu \u00ed gervigreindarfj\u00e1rm\u00e1lum, einu sk\u00fdjami\u00f0u\u00f0u kerfi \u00ed einu!<\/p>\n<h2>Lei\u00f0a framt\u00ed\u00f0 Finance me\u00f0 gervigreind og v\u00e9lan\u00e1mi<\/h2>\n<p>Byltu s\u00fdn \u00feinni \u00e1 framt\u00ed\u00f0 fj\u00e1rm\u00e1la, sem er \u00f3a\u00f0skiljanlega tengd tveimur \u00f6flugum t\u00e6knilegum verkf\u00e6rum: gervigreind (AI) og v\u00e9lan\u00e1m (ML). \u00cd e\u00f0li s\u00ednu breytast gervilega uppbl\u00e1sin hugt\u00f6k \u00ed hagn\u00fdtar lausnir \u00feegar liti\u00f0 er \u00e1 \u00feau \u00ed gegnum sj\u00f3narhorn fj\u00e1rm\u00e1la v\u00e9lan\u00e1ms. Vi\u00f0 erum ekki a\u00f0 tala um fjarl\u00e6ga hugmynd; \u00feessi umbreyting er a\u00f0 eiga s\u00e9r sta\u00f0 n\u00fana.<\/p>\n<p>Stafr\u00e6na t\u00edmabili\u00f0 hefur \u00fdtt <strong>fj\u00e1rm\u00e1lafyrirt\u00e6ki<\/strong> a\u00f0 n\u00fdsk\u00f6pun \u00e1 \u00e1r\u00e1sargjarnari h\u00e1tt en nokkru sinni fyrr. Helstu marka\u00f0sa\u00f0ilar hafa f\u00e6rst \u00fat fyrir hef\u00f0bundnar a\u00f0fer\u00f0ir, tileinka\u00f0 s\u00e9r gervigreind og a\u00f0ra <strong>ML-kerfi<\/strong> til a\u00f0 hagr\u00e6\u00f0a rekstri og taka uppl\u00fdstar \u00e1kvar\u00f0anir.<\/p>\n<p>\u00deegar vi\u00f0 k\u00edkjum \u00e1 samskeytingarpunkt fj\u00e1rm\u00e1la-AI og gervigreindar sj\u00e1um vi\u00f0 lofsver\u00f0a notkunarm\u00f6guleika. Skulum kafa \u00ed nokkrar lykillei\u00f0ir sem \u00feau eru a\u00f0 kollvarpa <strong>fj\u00e1rm\u00e1la\u00fej\u00f3nustui\u00f0na\u00f0ur<\/strong> og vi\u00f0mi\u00f0:<\/p>\n<ol>\n<li><strong>Sp\u00e1greining<\/strong>: \u00ed gegnum <strong>Machine Learning<\/strong> \u00cd fj\u00e1rm\u00e1lum geta fyrirt\u00e6ki greint mynstur \u00ed st\u00f3rum gagnas\u00f6fnum mun hra\u00f0ar en nokkur ma\u00f0ur g\u00e6ti \u2013 sem lei\u00f0ir til inns\u00e6is sem gerir forsp\u00e1rgreiningu m\u00f6gulega. Til d\u00e6mis er h\u00e6gt a\u00f0 sp\u00e1 n\u00e1kv\u00e6mlega fyrir um \u00fer\u00f3un \u00ed heg\u00f0un vi\u00f0skiptavina til a\u00f0 m\u00f3ta gagnadrifnar marka\u00f0sstefnur.<\/li>\n<li><strong>\u00c1h\u00e6ttumat og \u00e1h\u00e6ttust\u00fdring<\/strong>: A\u00f0 greina hugsanlega \u00f3gnir e\u00f0a \u00f3vissu er grundvallaratri\u00f0i \u00ed fj\u00e1rm\u00e1lum. Me\u00f0 \u00fev\u00ed a\u00f0 n\u00fdta gervigreindar- og v\u00e9ln\u00e1msalgr\u00edm me\u00f0 st\u00f3rum fj\u00e1rm\u00e1lag\u00f6gnum er h\u00e6gt a\u00f0 greina fr\u00e1vik \u00ed \u00fer\u00f3un, \u00f3venjulegar f\u00e6rslur e\u00f0a heg\u00f0un sem bendir til \u00e1h\u00e6ttu.<\/li>\n<li><strong>S\u00e9rsni\u00f0in fj\u00e1rm\u00e1la\u00fej\u00f3nusta<\/strong>N\u00fat\u00edmaneytendur meta pers\u00f3nulegar upplifanir meira en nokkru sinni fyrr. Me\u00f0 \u00e1rangursr\u00edkri n\u00fdtingu gervigreindar \u00ed fj\u00e1rm\u00e1lum ver\u00f0a fj\u00e1rm\u00e1lalausnir s\u00e9rsni\u00f0nar a\u00f0 \u00fe\u00f6rfum hvers og eins \u2013 sem eykur \u00fe\u00e1ttt\u00f6ku, trygg\u00f0 og h\u00e1markar \u00e1n\u00e6gju.<\/li>\n<li><strong>Regluger\u00f0aruppfylling<\/strong>Fl\u00f3ki\u00f0 e\u00f0li al\u00fej\u00f3\u00f0legra regluger\u00f0arkrafna gerir \u00fea\u00f0 erfitt fyrir <strong>fj\u00e1rm\u00e1lastofnanir<\/strong> til a\u00f0 vera st\u00f6\u00f0ugt \u00ed samr\u00e6mi. Hins vegar g\u00e6ti innlei\u00f0ing gervigreindarvettvanga hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 takast \u00e1 vi\u00f0 \u00feessar fl\u00e6kjur me\u00f0 sj\u00e1lfvirkum uppf\u00e6rslum \u00e1 breytilegum reglum um hreinsun og m\u00f3tun vi\u00f0skipta fyrir samr\u00f6\u00f0un \u2013 \u00fe\u00e1ttur sem hefur veri\u00f0 a\u00f0 vinna \u00e1 sig vins\u00e6ldir n\u00fdlega.<\/li>\n<\/ol>\n<p>\u00deess vegna er nau\u00f0synlegt a\u00f0 skilja alla \u00fe\u00e6tti \u00feessa umbreytingarskei\u00f0s, hvort sem \u00fe\u00fa ert fj\u00e1rfestir sem veltir fyrir \u00fe\u00e9r hvert marka\u00f0urinn er a\u00f0 stefna e\u00f0a fagma\u00f0ur sem m\u00f3tar starfsferil sinn til a\u00f0 ver\u00f0a s\u00e9rfr\u00e6\u00f0ingur \u00ed gervigreindar fj\u00e1rm\u00e1lum. Me\u00f0 t\u00edmanum er lj\u00f3st a\u00f0 <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong> \u00deau eru ekki lengur valkv\u00e6\u00f0 \u2013 \u00feau eru nau\u00f0synleg til a\u00f0 lei\u00f0a framfarir \u00ed \u00feessum hra\u00f0a geira. Framt\u00ed\u00f0in tilheyrir \u00e1n efa \u00feeim sem lei\u00f0a enduruppfinninguna \u2013 me\u00f0 \u00fev\u00ed a\u00f0 n\u00fdta gervigreind og v\u00e9lan\u00e1m \u00ed dag til a\u00f0 leggja grunninn a\u00f0 fars\u00e6lum morgundegi.<\/p>\n<h2>A\u00f0 n\u00fdta innf\u00e6dda gervigreind me\u00f0 Workday-lausnum<\/h2>\n<p>A\u00f0 beisla kraftinn af <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong> getur oft virst yfir\u00feyrmandi, s\u00e9rstaklega vegna fl\u00e6kjustigs s\u00edns. Hins vegar gera lausnir eins og innbygg\u00f0 gervigreind Workday \u00fea\u00f0 mun a\u00f0gengilegra og hagn\u00fdtara fyrir <strong>fj\u00e1rm\u00e1lastofnanir<\/strong>. En hva\u00f0 sn\u00fdst \u00feetta n\u00e1kv\u00e6mlega um og hvernig einfalda\u00f0i \u00fea\u00f0 rekstur innan fj\u00e1rm\u00e1lageirans?<\/p>\n<p>Workday st\u00e1tar af \u00e1hrifamiklum innbygg\u00f0um gervigreindarm\u00f6guleikum sem geta verulega b\u00e6tt framlei\u00f0ni. Me\u00f0 \u00fev\u00ed a\u00f0 nota <strong>Machine Learning<\/strong> Me\u00f0 reikniritum getur Workday sj\u00e1lfvirkniv\u00e6tt r\u00fat\u00ednust\u00f6rf sem annars myndu taka d\u00fdrm\u00e6tan t\u00edma starfsmanna. \u00deetta felur \u00ed s\u00e9r hreinsun og m\u00f3tun f\u00e6rslna fyrir samantekt, sem er mikilv\u00e6gur \u00fe\u00e1ttur af <strong>gagnastj\u00f3rnun<\/strong> \u00ed fj\u00e1rm\u00e1lum.<\/p>\n<p>Auk \u00feess a\u00f0 gera rekstur skilvirkari hefur innbygg\u00f0 gervigreind Workday reynst byltingarkennd \u00feegar unni\u00f0 er me\u00f0 st\u00f3rg\u00f6gn \u00e1 svi\u00f0i fj\u00e1rm\u00e1la. Me\u00f0 getu til a\u00f0 skanna \u00fe\u00fasundir, jafnvel millj\u00f3nir gagnaatri\u00f0a hratt, bj\u00f3\u00f0a \u00feessar lausnir upp \u00e1 n\u00e1kv\u00e6mar inns\u00fdn til a\u00f0 lei\u00f0a \u00e1kvar\u00f0anat\u00f6ku. H\u00fan veitir eitthva\u00f0 sem l\u00edkist \u00fev\u00ed a\u00f0 hafa s\u00e9rstakan <a href=\"https:\/\/thecodest.co\/is\/dictionary\/how-to-lead-software-development-team\/\">li\u00f0<\/a> greina fj\u00e1rm\u00e1lin \u00fe\u00edn allan s\u00f3larhringinn \u2013 bara hra\u00f0ar og \u00e1n mannlegra mistaka.<\/p>\n<p>A\u00f0 b\u00faa yfir eiginleikum eins og forsp\u00e1rgreiningu gerir stofnunum kleift a\u00f0 sj\u00e1 fyrir komandi \u00fer\u00f3un, svipa\u00f0 og lofor\u00f0i\u00f0 sem felst \u00ed dj\u00fapum og <strong>Machine Learning<\/strong> Starfa \u00ed fj\u00e1rm\u00e1lum. Fr\u00e1 \u00fev\u00ed a\u00f0 sp\u00e1 fyrir um sveiflur \u00ed rei\u00f0ufj\u00e1rstreymi til a\u00f0 greina m\u00f6guleg \u00f6ryggis\u00f3gnir \u00e1\u00f0ur en \u00fe\u00e6r eiga s\u00e9r sta\u00f0 \u2013 finnst m\u00e9r a\u00f0 innlei\u00f0ing sl\u00edkrar t\u00e6kni \u00ed vi\u00f0skiptastefnu veiti traust \u00ed fj\u00e1rm\u00e1lalegri \u00e1\u00e6tlanager\u00f0.<\/p>\n<p>Raunar b\u00fd\u00f0ur innlei\u00f0ing innf\u00e6ddrar gervigreindar me\u00f0 Workday upp \u00e1 verulega kosti, ekki a\u00f0eins \u00e1 rekstrarstigi heldur einnig \u00e1 stefnum\u00f3tunarstigi. \u00deegar liti\u00f0 er til framt\u00ed\u00f0ar endurspegla framfarir eins og \u00feessar aukinn \u00e1herslu \u00e1 skilvirkni og snjalla sj\u00e1lfvirkni \u2013 og kn\u00fdja fram \u00f3venjulegar umbreytingar \u00ed heimi fj\u00e1rm\u00e1la og gervigreindar.<\/p>\n<p>\u00deegar allt er teki\u00f0 til greina er lj\u00f3st a\u00f0 \u00fea\u00f0 a\u00f0 n\u00fdta h\u00e1\u00fer\u00f3u\u00f0 verkf\u00e6ri eins og innbygg\u00f0a gervigreind Workday gengur lengra en a\u00f0 auka framlei\u00f0ni \u00e1 vinnusta\u00f0num \u2013 \u00fea\u00f0 f\u00e6rir okkur verulega \u00e1fram \u00ed a\u00f0 lei\u00f0a framt\u00ed\u00f0 Finance me\u00f0 gervigreind og v\u00e9lan\u00e1m.<\/p>\n<h2>A\u00f0 skilja \u00e1hrif gervigreindar \u00e1 fj\u00e1rm\u00e1lamarka\u00f0i<\/h2>\n<p>Ef \u00fe\u00fa l\u00edtur til baka um nokkur \u00e1ratugi, er varla h\u00e6gt a\u00f0 \u00edmynda s\u00e9r a\u00f0 hugt\u00f6k eins og gervigreind \u00ed fj\u00e1rm\u00e1lum myndu ver\u00f0a algeng \u00ed daglegu tali okkar. N\u00fa \u00e1 d\u00f6gum finnum vi\u00f0 okkur \u00e1 al\u00fej\u00f3\u00f0legu fj\u00e1rm\u00e1lalandslagi sem er mj\u00f6g undir \u00e1hrifum gervigreindar og v\u00e9lan\u00e1mst\u00e6kni (Machine Learning). Skulum kafa \u00ed hversu veruleg \u00e1hrif \u00feessar t\u00e6knir hafa \u00e1 fj\u00e1rm\u00e1lamarka\u00f0i.<\/p>\n<p>\u00c1hrif gervigreindar <strong>fj\u00e1rm\u00e1lamarka\u00f0ir<\/strong> a\u00f0allega \u00ed gegnum hra\u00f0a, umfang og f\u00e1ga\u00f0a a\u00f0fer\u00f0afr\u00e6\u00f0i. Til d\u00e6mis h\u00e1 t\u00ed\u00f0ni vi\u00f0skipti (HFT), svi\u00f0 \u00fear sem\u00a0<strong>Gervigreind \u00ed fj\u00e1rm\u00e1lum<\/strong>\u00a0Hefur n\u00e1\u00f0 verulegum \u00e1rangri og treystir mj\u00f6g \u00e1 hra\u00f0a vi\u00f0 \u00e1kvar\u00f0anat\u00f6ku og framkv\u00e6md vi\u00f0skipta.<\/p>\n<p>Var\u00f0andi umfang hefur gervigreind \u00ed fj\u00e1rm\u00e1lum opna\u00f0 lei\u00f0ir fyrir greiningu st\u00f3rgagna sem \u00e1\u00f0ur voru \u00f3hugsandi. A\u00f0 r\u00e1\u00f0a \u00ed fj\u00f6lda gagnapunkta sem myndast \u00e1 hverri sek\u00fandu ver\u00f0ur m\u00f6gulegt me\u00f0 notkun gervigreindar. \u00deessi geta til a\u00f0 vinna \u00far st\u00f3rg\u00f6gnum, sem kallast \u201cst\u00f3rgagnafj\u00e1rm\u00e1l\u201d, hj\u00e1lpar stofnunum a\u00f0 taka mun uppl\u00fdstari \u00e1kvar\u00f0anir um fj\u00e1rfestingar og <strong>\u00c1h\u00e6ttust\u00fdring<\/strong>.<\/p>\n<p>\u00deegar kemur a\u00f0 f\u00e1gun, ekkert sl\u00e6r <strong>Machine Learning<\/strong> \u00ed fj\u00e1rm\u00e1lum. H\u00e1\u00fer\u00f3u\u00f0 reiknirit geta l\u00e6rt af fyrri heg\u00f0un og a\u00f0laga\u00f0 sp\u00e1r s\u00ednar \u00ed samr\u00e6mi vi\u00f0 \u00fea\u00f0 \u2014 sem b\u00e6tir b\u00e6\u00f0i n\u00e1kv\u00e6mni og \u00e1rei\u00f0anleika me\u00f0 t\u00edmanum.<\/p>\n<p>\u00deessi samstilling \u00e1 hra\u00f0a og umfangi <strong>Innsl\u00e1ttarg\u00f6gn<\/strong>, og f\u00e1gun b\u00fdr yfir \u00f3vi\u00f0jafnanlegu t\u00e6kif\u00e6ri til a\u00f0 endurskipuleggja hvernig fj\u00e1rm\u00e1lamarka\u00f0urinn starfar a\u00f0 \u00f6llu leyti. Vi\u00f0 sj\u00e1um \u00e1hrif hennar \u00ed \u00f6llum nau\u00f0synlegum a\u00f0ger\u00f0um, \u00fear \u00e1 me\u00f0al <strong>vi\u00f0skiptastefnur<\/strong> \u00fear sem ML-drifin kerfi geta sj\u00e1lfvirkt framkv\u00e6mt vi\u00f0skipti \u00e1n mannlegrar \u00edhlutunar; reikniritvi\u00f0skipti eru einmitt fullkomi\u00f0 d\u00e6mi um \u00feetta.<\/p>\n<h2>Algr\u00edmavi\u00f0skipti me\u00f0 gervigreind og v\u00e9lan\u00e1m<\/h2>\n<p>\u00deegar vi\u00f0 kafa \u00ed svi\u00f0 reikniritvi\u00f0skipta, gagnsemi gervigreindar (AI) og <strong>Machine Learning<\/strong>(ML) ver\u00f0ur fram\u00farskarandi. \u00cd dag margir <strong>fj\u00e1rm\u00e1lastofnanir<\/strong> eru a\u00f0 nota gervigreind og v\u00e9lan\u00e1m til a\u00f0 b\u00faa til sj\u00e1lfvirk kerfi sem geta keypt og selt ver\u00f0br\u00e9f tafarlaust.<\/p>\n<p>Vi\u00f0skipta\u00adkerfi sem n\u00fdta tilvik gervigreindar og v\u00e9lan\u00e1m hafa m\u00f3ta\u00f0 n\u00fdja fr\u00e1s\u00f6gn \u00ed fj\u00e1rm\u00e1lum. Svona virka \u00feau: fyrst gleypa \u00feessi l\u00edk\u00f6n miki\u00f0 magn uppl\u00fdsinga \u00far \u00fdmsum fj\u00e1rm\u00e1lapdf-skj\u00f6lum og st\u00f3rg\u00f6gnum \u00ed fj\u00e1rm\u00e1lum. <strong>Gagnaveitur<\/strong>. Eftir \u00feetta eru gagnlegar inns\u00e6is hugmyndir dregnar \u00fat \u00ed gegnum <strong>Machine Learning<\/strong> \u00ed fj\u00e1rm\u00e1lferlum.<\/p>\n<p>Eitt gl\u00e6silegt einkenni sem er einstakt fyrir \u00feessi sj\u00e1lfvirku kerfi er h\u00e6fileikinn til a\u00f0 l\u00e6ra sj\u00e1lfst\u00e6tt. \u00deau f\u00ednstilla st\u00f6\u00f0ugt stefnur s\u00ednar \u00fat fr\u00e1 marka\u00f0s\u00fer\u00f3un og s\u00fdna fram \u00e1 \u00fea\u00f0 sem \u00e9g kalla gjera\u00f0ger\u00f0argervigreind \u00ed fj\u00e1rm\u00e1lum. \u00deessi \u00fe\u00e1ttur eykur n\u00e1kv\u00e6mni me\u00f0 t\u00edmanum og b\u00e6tir heildarhagna\u00f0.<\/p>\n<p>Me\u00f0 \u00fev\u00ed a\u00f0 n\u00fdta gervigreind og v\u00e9lan\u00e1m \u00ed reikniritvi\u00f0skiptum tryggir ma\u00f0ur hra\u00f0a \u00ed vi\u00f0skiptum sem mannlegir kaupmenn geta ekki keppt vi\u00f0. \u00deessi sn\u00f6gga vi\u00f0br\u00f6g\u00f0 skapa gervilega ofmetinn forskot, \u00fev\u00ed hver millisek\u00fanda skiptir m\u00e1li \u00ed h\u00e1 t\u00ed\u00f0nivi\u00f0skiptum \u2013 \u00edmynda \u00fe\u00e9r a\u00f0 sl\u00e1 samkeppnisa\u00f0ila \u00fe\u00edna bara af \u00fev\u00ed a\u00f0 \u00fe\u00fa blikka\u00f0ir h\u00e6gar!<\/p>\n<p><a href=\"https:\/\/thecodest.co\/contact\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4927\" src=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_.png\" alt=\"\" width=\"1283\" height=\"460\" srcset=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_.png 1283w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-300x108.png 300w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-1024x367.png 1024w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-768x275.png 768w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-18x6.png 18w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-67x24.png 67w\" sizes=\"auto, (max-width: 1283px) 100vw, 1283px\" \/><\/a><\/p>\n<p>Algr\u00edmavi\u00f0skipti hj\u00e1lpa til vi\u00f0 a\u00f0 stj\u00f3rna sl\u00edku <strong>st\u00f3rar r\u00famm\u00e1l<\/strong> pantana mun skilvirkari en handvirkar a\u00f0fer\u00f0ir geta n\u00e1\u00f0. Ferli\u00f0 br\u00fdtur ni\u00f0ur st\u00f3rar pantanir \u00ed nokkrar minni pantanir og n\u00fdtir bestu tilt\u00e6ku ver\u00f0in \u00e1 m\u00f6rgum kauph\u00f6llum samt\u00edmis \u2013 \u00fereytandi fyrir menn en leikur einn fyrir v\u00e9lar.<\/p>\n<h2>Regluger\u00f0arumhverfi gervigreindar og v\u00e9ln\u00e1ms \u00ed fj\u00e1rm\u00e1la\u00fej\u00f3nustu<\/h2>\n<p>\u00dea\u00f0 er eitt atri\u00f0i sem ekki m\u00e1 hunsa \u00feegar r\u00e6tt er um <strong>Gervigreind og v\u00e9lan\u00e1m \u00ed Finance<\/strong>, og \u00fea\u00f0 er regluger\u00f0arumhverfi\u00f0. \u00dea\u00f0 gegnir lykilhlutverki vi\u00f0 a\u00f0 \u00e1kvar\u00f0a hvernig \u00feessar byltingarkenndu t\u00e6knir eru nota\u00f0ar innan fj\u00e1rm\u00e1lageirans.<\/p>\n<p>N\u00fa standa eftirlitsa\u00f0ilar og al\u00fej\u00f3\u00f0legir bankar um allan heim frammi fyrir \u00feeirri \u00e1skorun a\u00f0 m\u00f3ta stefnur sem stu\u00f0la a\u00f0 n\u00fdsk\u00f6pun \u00e1n \u00feess a\u00f0 sker\u00f0a \u00f6ryggi e\u00f0a vernd vi\u00f0skiptavina. \u00deeir reyna a\u00f0 n\u00e1 \u00feessu vi\u00f0kv\u00e6ma jafnv\u00e6gi og a\u00f0laga sig a\u00f0 s\u00edbreytilegu landslagi sem kn\u00fai\u00f0 er \u00e1fram af notkunartilvikum gervigreindar og v\u00e9lan\u00e1mst\u00e6kni \u00ed \u00fdmsum fj\u00e1rm\u00e1lageirum.<\/p>\n<p>Alveg \u00f6rugglega er gervigreind \u00ed fj\u00e1rm\u00e1lum a\u00f0 endurskilgreina vi\u00f0mi\u00f0, reglur og samskiptareglur og f\u00e6ra n\u00fdjar a\u00f0fer\u00f0ir inn \u00ed kerfin. Hins vegar \u00e6tti sj\u00f3narmi\u00f0 mitt h\u00e9r ekki a\u00f0 vera tali\u00f0 gefa \u00ed skyn laissez-faire-stefnu eftirlitsstofnana gagnvart sl\u00edkum \u00fer\u00f3unum. \u00devert \u00e1 m\u00f3ti hefur \u00fea\u00f0 kn\u00fai\u00f0 \u00feessar stofnanir til a\u00f0 gr\u00edpa til a\u00f0ger\u00f0a til a\u00f0 koma \u00e1 betri ramma til a\u00f0 vi\u00f0halda si\u00f0fer\u00f0i og stu\u00f0la a\u00f0 hagkv\u00e6mum vexti.<\/p>\n<p>Algerlega spennandi t\u00edmabil erum vi\u00f0 a\u00f0 st\u00edga inn \u00ed; skulum st\u00fdra \u00fev\u00ed af huglei\u00f0slu og nau\u00f0synlegri a\u00f0g\u00e6tni til a\u00f0 n\u00fdta \u00fea\u00f0 sem best!<\/p>","protected":false},"excerpt":{"rendered":"<p>Leyf\u00f0u laus undirliggjandi umbreytingarkraft gervigreindar og v\u00e9lan\u00e1m \u00ed fj\u00e1rm\u00e1lum. Skildu hvernig n\u00fdst\u00e1rlegar t\u00e6knilausnir eru a\u00f0 endurskipuleggja fj\u00e1rm\u00e1lalandslagi\u00f0. Smelltu til a\u00f0 kanna n\u00e1nar!<\/p>","protected":false},"author":2,"featured_media":3179,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-3178","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-scaleups-solutions"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Discover The Power of AI and ML in Finance - The Codest<\/title>\n<meta name=\"description\" content=\"Explore how AI and machine learning are transforming finance, enhancing decision-making, automating processes, improving security, and unlocking data-driven insights across the financial industry.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thecodest.co\/is\/blogg\/uppgotvadu-kraft-gervigreindar-og-velanam-i-fjarmalum\/\" \/>\n<meta property=\"og:locale\" content=\"is_IS\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Discover The Power of AI and ML in Finance\" \/>\n<meta property=\"og:description\" content=\"Explore how AI and machine learning are transforming finance, enhancing decision-making, automating processes, improving security, and unlocking data-driven insights across the financial industry.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thecodest.co\/is\/blogg\/uppgotvadu-kraft-gervigreindar-og-velanam-i-fjarmalum\/\" \/>\n<meta property=\"og:site_name\" content=\"The Codest\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-13T12:02:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-10T13:34:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_importance_of__ai_and_ml_in_finance.png\" \/>\n\t<meta property=\"og:image:width\" content=\"960\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"thecodest\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"thecodest\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"21 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/\"},\"author\":{\"name\":\"thecodest\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/person\\\/7e3fe41dfa4f4e41a7baad4c6e0d4f76\"},\"headline\":\"Discover The Power of AI and ML in Finance\",\"datePublished\":\"2023-09-13T12:02:49+00:00\",\"dateModified\":\"2026-02-10T13:34:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/\"},\"wordCount\":4755,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/05\\\/the_importance_of__ai_and_ml_in_finance.png\",\"articleSection\":[\"Enterprise &amp; Scaleups Solutions\"],\"inLanguage\":\"is\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/\",\"url\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/discover-the-power-of-ai-and-ml-in-finance\\\/\",\"name\":\"Discover The Power of AI and ML in Finance - 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