{"id":26765,"date":"2021-11-18T13:51:04","date_gmt":"2021-11-18T12:51:04","guid":{"rendered":"http:\/\/codecool.com\/blog\/az-ai-a-baratunk-vagy-a-legrosszabb-ellensegunk4-4-erv-a-donteshez\/"},"modified":"2022-03-21T14:05:14","modified_gmt":"2022-03-21T13:05:14","slug":"barat-vagy-ellenseg-mesterseges-intelligencia-ai","status":"publish","type":"post","link":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/","title":{"rendered":"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"26765\" class=\"elementor elementor-26765 elementor-25051\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-192cdf9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"192cdf9\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-38eeb36\" data-id=\"38eeb36\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1380fd3 elementor-widget elementor-widget-text-editor\" data-id=\"1380fd3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00c1llj meg, \u00e9s gondolkodj el az MI (mesters\u00e9ges intelligencia) k\u00e9rd\u00e9s\u00e9n egy pillanatra. Mi ugrik be r\u00f3la? Rem\u00e9ny \u00e9s optimizmus a j\u00f6v\u0151nkkel kapcsolatban? Vagy balj\u00f3s \u00e9rz\u00e9s fog el, \u00e9s azon merengsz, vesz\u00e9lyben van-e az emberis\u00e9g?<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1b0cb1f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1b0cb1f\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1d9070d\" data-id=\"1d9070d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a545dd7 elementor-widget elementor-widget-image\" data-id=\"a545dd7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"623\" src=\"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash-1024x798.jpg\" class=\"attachment-large size-large wp-image-25063\" alt=\"\" srcset=\"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash-1024x798.jpg 1024w, https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash-300x234.jpg 300w, https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash-768x598.jpg 768w, https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash-1536x1197.jpg 1536w, https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-639a590 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"639a590\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b9f522a\" data-id=\"b9f522a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8a0b1df elementor-widget elementor-widget-text-editor\" data-id=\"8a0b1df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Tal\u00e1n m\u00e9g nincs hat\u00e1rozott v\u00e9lem\u00e9nyed a t\u00e9m\u00e1r\u00f3l. \u00c9s j\u00f3 is, ha nem fekete-feh\u00e9rben gondolkodsz r\u00f3la. Sok mindent fontol\u00f3ra kell venni, \u00e9s ha m\u00e9g nem volt id\u0151d elmer\u00fclni ebben a t\u00e9m\u00e1ban, mi seg\u00edt\u00fcnk.<\/span><\/p><p><span style=\"font-weight: 400;\">A robotok vil\u00e1ga, az automatiz\u00e1l\u00e1s \u00e9s az emberis\u00e9g f\u00e9nyes \u2013 vagy nem is annyira f\u00e9nyes \u2013 j\u00f6v\u0151je \u00f6sszetett k\u00e9rd\u00e9sk\u00f6r. Az a c\u00e9lunk, hogy bemutassuk a 4 legf\u0151bb \u00e9rvet az MI mellett \u00e9s ellene. Azonban el\u0151sz\u00f6r tiszt\u00e1zzuk az alapokat.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-491cc8b elementor-widget elementor-widget-heading\" data-id=\"491cc8b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mi a k\u00fcl\u00f6nbs\u00e9g a mesters\u00e9ges intelligencia (MI) \u00e9s a g\u00e9pi tanul\u00e1s (GT) k\u00f6z\u00f6tt?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f23637 elementor-widget elementor-widget-text-editor\" data-id=\"0f23637\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A k\u00e9t kifejez\u00e9s nem ugyanazt jelenti, hab\u00e1r az emberek hajlamosak egym\u00e1ssal felcser\u00e9lve haszn\u00e1lni \u0151ket, amikor ezt a t\u00e9mak\u00f6rt ecsetelik.<\/span><\/p><ul><li><b>Az MI, azaz mesters\u00e9ges intelligencia<\/b><span style=\"font-weight: 400;\"> a nagyobb, \u00f6sszetettebb fogalom. A mesters\u00e9ges intelligencia l\u00e9trehoz\u00e1s\u00e1hoz az emberek gondolkod\u00e1si k\u00e9pess\u00e9g\u00e9t \u00e9s viselked\u00e9s\u00e9t kell szimul\u00e1lni g\u00e9pekben.<\/span><\/li><li><b>A GT, azaz g\u00e9pi tanul\u00e1s viszont<\/b><span style=\"font-weight: 400;\"> egy alkalmaz\u00e1s, vagy az MI egy r\u00e9sze, amely an\u00e9lk\u00fcl tanul az adatokb\u00f3l, hogy erre lenne programozva.<br \/><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Teh\u00e1t az MI az emberi intelligenci\u00e1t hivatott ut\u00e1nozni, hogy a g\u00e9pek okos, emberi m\u00f3don hajthass\u00e1k v\u00e9gre a feladatokat. Mindek\u00f6zben a GT hozz\u00e1f\u00e9r\u00e9st biztos\u00edt a g\u00e9peknek az adatokhoz, \u00e9s lehet\u0151v\u00e9 teszi, hogy magukt\u00f3l tanuljanak.<\/span><\/p><p><span style=\"font-weight: 400;\">Az MI jelenleg<\/span><a href=\"https:\/\/www.fifthquadrant.com.au\/cx-spotlight-news\/20-years-since-judgment-day-how-close-are-we-to-skynet-taking-over\"> <span style=\"font-weight: 400;\">m\u00e9g el\u00e9g t\u00e1vol \u00e1ll a Skynet szintj\u00e9t\u0151l<\/span><\/a><span style=\"font-weight: 400;\">, amely a <\/span><i><span style=\"font-weight: 400;\">Termin\u00e1torban szerepel<\/span><\/i><span style=\"font-weight: 400;\">, de ez nem azt jelenti, hogy nem juthat el arra a pontra a j\u00f6v\u0151ben.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ccf2fa elementor-widget elementor-widget-image\" data-id=\"7ccf2fa\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/franki-chamaki-1k6iqsqbizi-unsplash-scaled-e1637161838961-1024x768.jpg\" class=\"attachment-large size-large wp-image-25072\" alt=\"\" srcset=\"https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/franki-chamaki-1k6iqsqbizi-unsplash-scaled-e1637161838961-1024x768.jpg 1024w, https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/franki-chamaki-1k6iqsqbizi-unsplash-scaled-e1637161838961-300x225.jpg 300w, https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/franki-chamaki-1k6iqsqbizi-unsplash-scaled-e1637161838961-768x576.jpg 768w, https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/franki-chamaki-1k6iqsqbizi-unsplash-scaled-e1637161838961.jpg 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5cb314 elementor-widget elementor-widget-heading\" data-id=\"c5cb314\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jelenleg a mesters\u00e9ges intelligencia k\u00e9pes\u2026<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c0907c elementor-widget elementor-widget-text-editor\" data-id=\"4c0907c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u2026nagyszer\u0171 dolgokat l\u00e9trehozni, de vil\u00e1guralomra nem. A k\u00f6vetkez\u0151kre k\u00e9pes:<\/span><\/p><ul><li><b>Profiloz\u00e1s \u2013<\/b><span style=\"font-weight: 400;\"> Egy adott szem\u00e9ly cselekedetei, d\u00f6nt\u00e9sei \u00e9s preferenci\u00e1i alapj\u00e1n. Csak gondolj a Netflixes vagy Spotifyos javaslataidra.<\/span><\/li><li><b>El\u0151rejelz\u00e9s \u2013<\/b><span style=\"font-weight: 400;\"> Adatok haszn\u00e1lata a j\u00f6v\u0151beli esem\u00e9nyek megj\u00f3sl\u00e1s\u00e1ra. Eml\u00e9kszel a j\u00e1rv\u00e1nnyal kapcsolatos el\u0151rejelz\u00e9sekre \u00e9s diagramokra? Bizony, az MI f\u00e9nykora ez.<\/span><\/li><li><b>Mint\u00e1zatfelismer\u00e9s<\/b><span style=\"font-weight: 400;\"> \u2013 Mint\u00e1zatok megtal\u00e1l\u00e1sa a viselked\u00e9sben \u00e9s az anom\u00e1li\u00e1k kimutat\u00e1sa. A Google \u00edgy javasol tal\u00e1latokat, a Gmail \u00edgy fejezi be a mondataidat.<\/span><\/li><li><b>Term\u00e9szetes nyelv<\/b><span style=\"font-weight: 400;\"> \u2013 Meg\u00e9rti, hogyan kommunik\u00e1lnak az emberek, \u00e9s hasonl\u00f3 st\u00edlusban reag\u00e1l. Gondolj csak Sirire \u00e9s Alex\u00e1ra, de ilyenek a cseveg\u0151botok is, amik felugranak a kijelz\u0151d\u00f6n.<\/span><\/li><li><b>T\u00e1rgyfelismer\u00e9s<\/b><span style=\"font-weight: 400;\"> \u2013 Azonos\u00edtani tudja a t\u00e1rgyakat, amelynek a felismer\u00e9s\u00e9re be lett tan\u00edtva. Vegy\u00fck p\u00e9ld\u00e1ul az \u00f6nvezet\u0151 aut\u00f3kat \u00e9s az id\u0151ben felismert akad\u00e1lyokat.<\/span><\/li><li><b>C\u00e9lel\u00e9r\u00e9s \u2013<\/b><span style=\"font-weight: 400;\"> Ez vide\u00f3j\u00e1t\u00e9kokban jelenik meg, ahol a sz\u00e1m\u00edt\u00f3g\u00e9p ellen j\u00e1tszol. A GT algoritmusa mag\u00e1t\u00f3l tud tanulni, b\u00e1rmilyen k\u00f6rnyezetben, \u00e9s maximaliz\u00e1lt eredm\u00e9nnyel tud nyerni.<br \/><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Sz\u00f3val igen: az MI m\u00e1r fejlett, de a k\u00f6zel\u00e9ben sem j\u00e1r a vil\u00e1guralomnak. \u00c9s m\u00e9g nagyon messze j\u00e1runk<\/span><a href=\"https:\/\/futurism.com\/singularity-explain-it-to-me-like-im-5-years-old\"> <span style=\"font-weight: 400;\">a szingularit\u00e1st\u00f3l<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Azonban hi\u00e1ba j\u00e1r az MI m\u00e9g \u201egyerekcip\u0151ben\u201d, \u00e1rtalmas lehet, \u00e9s szakad\u00e1st okozhat a t\u00e1rsadalmunk sz\u00f6vet\u00e9n. L\u00e1ssuk, azok, akik a diszt\u00f3pi\u00e1t\u00f3l rettegnek, mi\u00e9rt gondolj\u00e1k, hogy az MI lesz a v\u00e9gzet\u00fcnk.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1b6e44 elementor-widget elementor-widget-heading\" data-id=\"d1b6e44\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mi a 4 legf\u0151bb h\u00e1tul\u00fct\u0151je a mesters\u00e9ges intelligenci\u00e1nak?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc0151 elementor-widget elementor-widget-text-editor\" data-id=\"dbc0151\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">El\u00e9g<\/span><a href=\"https:\/\/www.ranker.com\/list\/best-dystopian-tv-shows\/ranker-tv\"> <span style=\"font-weight: 400;\">megn\u00e9zni a mostani sorozatokat \u00e9s filmeket<\/span><\/a><span style=\"font-weight: 400;\">. Ezek folyton diszt\u00f3pikus j\u00f6v\u0151t j\u00f3solnak, \u00e9s ha az MI-r\u0151l van sz\u00f3, hajlamos lehetsz a <\/span><i><span style=\"font-weight: 400;\">M\u00e1trixra<\/span><\/i><span style=\"font-weight: 400;\"> vagy a <\/span><i><span style=\"font-weight: 400;\">Termin\u00e1torr<\/span><\/i><span style=\"font-weight: 400;\">a gondolni. Mert v\u00e9g\u00fcl val\u00f3ban lehet, hogy a robotok gy\u0151znek, elveszik a munk\u00e1nkat, \u00e9s elpuszt\u00edtj\u00e1k a vil\u00e1got.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ha megn\u00e9zz\u00fck ennek a nagyszer\u0171 technol\u00f3gi\u00e1nak a t\u00e9nyleges negat\u00edv von\u00e1sait, a k\u00e9p valamivel re\u00e1lisabb\u00e1 v\u00e1lik, \u00e1m \u00edgy is sokakban aggodalmat \u00e9breszt.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fed197 elementor-widget elementor-widget-heading\" data-id=\"9fed197\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">1. A mesters\u00e9ges intelligencia neh\u00e9z d\u00f6nt\u00e9seket hoz, de ezzel egy\u00fctt j\u00e1r az embertelens\u00e9g is<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c905712 elementor-widget elementor-widget-text-editor\" data-id=\"c905712\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Az algoritmusoknak m\u00e1r sokszor kellett \u00e9letbe v\u00e1g\u00f3 d\u00f6nt\u00e9seket hozniuk. <\/span><span style=\"font-weight: 400;\">\u00c9s<\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Death_of_Elaine_Herzberg\"> <span style=\"font-weight: 400;\">ez nem minden esetben ment balesetek n\u00e9lk\u00fcl<\/span><\/a><span style=\"font-weight: 400;\">. Az \u00f6nvezet\u0151 aut\u00f3k jelentik a j\u00f6v\u0151t, de m\u00e9g sokat kell tanulnia az MI-agynak. Csak n\u00e9zd meg a<\/span><a href=\"https:\/\/www.moralmachine.net\/\"> <span style=\"font-weight: 400;\">Moral Machine<\/span><\/a><span style=\"font-weight: 400;\"> oldal\u00e1t n\u00e9mi h\u00e1tborzongat\u00f3 bizalmatlans\u00e1gi l\u00f6ket\u00e9rt a technol\u00f3gia fel\u00e9. Az algoritmusok tal\u00e1n hat\u00e9konyabban gondolkodnak, mint az emberek, de meg kell nekik tan\u00edtani, mi embers\u00e9ges, \u00e9s mi nem az.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8363ce5 elementor-widget elementor-widget-heading\" data-id=\"8363ce5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">2. A mesters\u00e9ges intelligencia munkan\u00e9lk\u00fclis\u00e9ghez vezet, \u00e9s lev\u00e1ltja az embereket a munkahelyeken<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bea553 elementor-widget elementor-widget-text-editor\" data-id=\"5bea553\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Mind k\u00f6z\u00fcl ez a leg\u00f6sszetettebb \u00e9rv, \u00e9s alaposabb nyomoz\u00e1s sz\u00fcks\u00e9ges hozz\u00e1. Az MI \u00e1ltal\u00e1ban v\u00e9ve \u00e9rt\u00e9kn\u00f6vel\u0151 lehet a munkahelyeken, azonban a GT-t alkalmaz\u00f3 automatiz\u00e1ci\u00f3k hossz\u00fa t\u00e1von val\u00f3sz\u00edn\u0171leg lev\u00e1ltj\u00e1k majd az embereket.<\/span><a href=\"https:\/\/www.pewresearch.org\/internet\/2014\/08\/06\/future-of-jobs\/\"> <span style=\"font-weight: 400;\">Kutat\u00e1sok szerint<\/span><\/a><span style=\"font-weight: 400;\"> a szak\u00e9rt\u0151k 48%-a gondolja \u00fagy, hogy az MI komoly m\u00e9rt\u00e9kben fogja helyettes\u00edteni a fizikai munk\u00e1kat v\u00e9gz\u0151ket, s\u0151t, a szellemi munk\u00e1t v\u00e9gz\u0151k egy r\u00e9sz\u00e9t is. Ez a j\u00f6vedelmek egyenl\u0151tlens\u00e9g\u00e9hez, megn\u00f6vekedett munkan\u00e9lk\u00fclis\u00e9ghez, \u00e9s lassan, de biztosan a t\u00e1rsadalmi rend boml\u00e1s\u00e1hoz fog vezetni.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7e7d8d elementor-widget elementor-widget-heading\" data-id=\"c7e7d8d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">3. A mesters\u00e9ges intelligencia diszkrimin\u00e1l<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f925316 elementor-widget elementor-widget-text-editor\" data-id=\"f925316\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia gyakran<\/span><a href=\"https:\/\/popculture.com\/trending\/news\/amazon-taking-heat-selling-doll-racist-description\/%231\"> <span style=\"font-weight: 400;\">v\u00e9t hib\u00e1t a rasszista megnyilv\u00e1nul\u00e1sok felismer\u00e9se \u00e9s cenz\u00far\u00e1z\u00e1sa ter\u00e9n<\/span><\/a><span style=\"font-weight: 400;\">, azonban ez csak a j\u00e9ghegy cs\u00facsa. Az algoritmusok sokszor fokozz\u00e1k az olyan t\u00e1rsadalmi probl\u00e9m\u00e1kat, mint a<\/span><a href=\"https:\/\/www.theguardian.com\/technology\/2018\/oct\/10\/amazon-hiring-ai-gender-bias-recruiting-engine\"> <span style=\"font-weight: 400;\">nemi el\u0151\u00edt\u00e9let<\/span><\/a><span style=\"font-weight: 400;\"> vagy<\/span><a href=\"https:\/\/www.cpomagazine.com\/cyber-security\/ai-is-capable-of-generating-misinformation-and-fooling-cybersecurity-experts\/\"> <span style=\"font-weight: 400;\">az \u00e1lh\u00edrek terjeszt\u00e9se<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bab1781 elementor-widget elementor-widget-heading\" data-id=\"bab1781\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">4. A mesters\u00e9ges intelligencia kock\u00e1zatot jelent a mag\u00e1n\u00e9let\u00fcnkre n\u00e9zve<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf82558 elementor-widget elementor-widget-text-editor\" data-id=\"bf82558\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00dagy \u00e9rzed, figyelnek? Ez az\u00e9rt van, mert val\u00f3sz\u00edn\u0171leg ez az igazs\u00e1g. T\u00e9nyleg figyelnek, mik\u00f6zben nyugodtan \u00e9led az \u00e9leted. A vil\u00e1g 176 orsz\u00e1g\u00e1b\u00f3l 75-ben haszn\u00e1lj\u00e1k akt\u00edvan az MI-t megfigyel\u00e9si c\u00e9lokra. Az arcfelismer\u00e9s a nem k\u00edv\u00e1nt figyelem leg\u00e9kesebb p\u00e9ld\u00e1ja, \u00e9s az emberek passz\u00edv megfigyel\u00e9s\u00e9re lehet haszn\u00e1lni, az enged\u00e9ly\u00fck n\u00e9lk\u00fcl.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb845bd elementor-widget elementor-widget-image\" data-id=\"cb845bd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/gr-stocks-iq9sajezkoe-unsplash-scaled-e1637161957488-1024x683.jpg\" class=\"attachment-large size-large wp-image-25088\" alt=\"\" srcset=\"https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/gr-stocks-iq9sajezkoe-unsplash-scaled-e1637161957488-1024x683.jpg 1024w, https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/gr-stocks-iq9sajezkoe-unsplash-scaled-e1637161957488-300x200.jpg 300w, https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/gr-stocks-iq9sajezkoe-unsplash-scaled-e1637161957488-768x512.jpg 768w, https:\/\/codecool.com\/wp-content\/uploads\/2021\/11\/gr-stocks-iq9sajezkoe-unsplash-scaled-e1637161957488.jpg 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3de93d elementor-widget elementor-widget-heading\" data-id=\"d3de93d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mi a 4 legf\u0151bb \u00e9rv, ami az MI mellett sz\u00f3l?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ed4d08 elementor-widget elementor-widget-text-editor\" data-id=\"5ed4d08\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A pozit\u00edvumok list\u00e1ja \u00e9pp olyan leny\u0171g\u00f6z\u0151, mint a negat\u00edvumok\u00e9. Az MI-ben megvan a lehet\u0151s\u00e9g arra, hogy jobb\u00e1 tegye az \u00e9let\u00fcnket, \u00e9s elvigye az emberis\u00e9get egy ut\u00f3pisztikus j\u00f6v\u0151be. Az MI rajong\u00f3i szerint t\u0151l\u00fcnk, emberekt\u0151l f\u00fcgg, mit kezd\u00fcnk ezzel a technol\u00f3gi\u00e1val.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab6635d elementor-widget elementor-widget-heading\" data-id=\"ab6635d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">1. A mesters\u00e9ges intelligencia jav\u00edt a hat\u00e9konys\u00e1gon<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c833997 elementor-widget elementor-widget-text-editor\" data-id=\"c833997\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Mivel az adat t\u00f6bbet \u00e9r, mint az olaj, fontos, hogy a lehet\u0151 legnagyobb pontoss\u00e1ggal dolgozz\u00e1k fel. Az MI-n\u00e9l pedig nincs is hat\u00e9konyabb az adatfeldolgoz\u00e1s sor\u00e1n. Gyors, pontos \u00e9s val\u00f3s id\u0151ben v\u00e9gzi az adatfeldolgoz\u00e1st.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ed9c8f elementor-widget elementor-widget-heading\" data-id=\"1ed9c8f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">2. Az mesters\u00e9ges intelligencia lesz\u00e1molhat az emberi hib\u00e1kkal<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2957846 elementor-widget elementor-widget-text-editor\" data-id=\"2957846\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Az MI munkaer\u0151 sosem v\u00e9t majd hib\u00e1kat a stressz, a kimer\u00fclts\u00e9g vagy egy betegs\u00e9g miatt. F\u0151leg akkor nem, ha kock\u00e1zatos, s\u0151t egyenesen vesz\u00e9lyes feladatokat kell elv\u00e9gezni, p\u00e9ld\u00e1ul tet\u0151vizsg\u00e1latot. Az ilyen munk\u00e1k sor\u00e1n az MI helyettes\u00edtheti az emberi t\u00e9nyez\u0151t, \u00e9s m\u00e9rs\u00e9kelheti a balesetek es\u00e9ly\u00e9t. K\u00e9pzeld el, hogy a tet\u0151n dolgoz\u00f3k helyett egy dr\u00f3n sz\u00e1ll fel, amely k\u00e9pes \u00e9szrevenni \u00e9s helyben ki is jav\u00edtani a tet\u0151n \u00e9szlelt probl\u00e9m\u00e1kat. Sok esetben biztons\u00e1gosabb \u00e9s gyorsabb az MI-re b\u00edzni a munk\u00e1t.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee4e0b0 elementor-widget elementor-widget-heading\" data-id=\"ee4e0b0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">3. A mesters\u00e9ges intelligencia az okostechnol\u00f3gi\u00e1kkal k\u00e9nyelmesebb\u00e9 teszi a mindennapi \u00e9let\u00fcnket<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-317aaed elementor-widget elementor-widget-text-editor\" data-id=\"317aaed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Jelenleg az okosotthonok m\u00e9g nem bevettek, de optimista n\u00e9zetek szerint az MI a j\u00f6v\u0151ben teljes okosv\u00e1rosokat \u00fczemelhet majd. Az \u00e9let k\u00f6nnyebb\u00e9 \u00e9s k\u00e9nyelmesebb\u00e9 v\u00e1lik az okostechnol\u00f3gi\u00e1nak k\u00f6sz\u00f6nhet\u0151en, \u00e9s sokan \u00fagy v\u00e9lik, ez egyre csak jobb lesz id\u0151vel.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5de6db0 elementor-widget elementor-widget-heading\" data-id=\"5de6db0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">4. Az MI jav\u00edt az eg\u00e9szs\u00e9g\u00fcnk\u00f6n, \u00e9s t\u00e1mogatja a fogyat\u00e9koss\u00e1ggal \u00e9l\u0151ket<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b054d6e elementor-widget elementor-widget-text-editor\" data-id=\"b054d6e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Az MI egyik f\u0151 el\u0151nye az, hogy seg\u00edthet azoknak, akik egy\u00e9bk\u00e9nt nem \u00e9lhetn\u00e9nek teljes, f\u00fcggetlen \u00e9letet. Jelenleg Siri, Alexa vagy \u00e9pp Cortana milli\u00f3knak seg\u00edt az egyszer\u0171 feladatok elv\u00e9gz\u00e9s\u00e9ben. Azonban ezek a megold\u00e1sok hamarosan minden v\u00e1rakoz\u00e1st fel\u00fclm\u00falnak majd. Az okostermoszt\u00e1tok, -l\u00e1mp\u00e1k \u00e9s csatlakoz\u00f3aljzatok mind automatiz\u00e1lhat\u00f3k, hogy \u00fctemezetten m\u0171k\u00f6djenek, \u00e9s az olyan alkalmaz\u00e1sok, mint a<\/span><a href=\"https:\/\/www.google.com\/search?client=safari&amp;rls=en&amp;q=wheelmap+app&amp;ie=UTF-8&amp;oe=UTF-8\"> <span style=\"font-weight: 400;\">Wheelmap<\/span><\/a><span style=\"font-weight: 400;\"> m\u00e1r most olyan kritikus fontoss\u00e1g\u00fa inform\u00e1ci\u00f3val l\u00e1tj\u00e1k el az embereket, mint hogy egy hely megk\u00f6zel\u00edthet\u0151-e kerekessz\u00e9kkel. Mi t\u00f6bb, a m\u00e9lytanul\u00f3 algoritmusok m\u00e1r most<\/span><a href=\"https:\/\/www.sciencedaily.com\/releases\/2018\/05\/180528190839.htm\"> <span style=\"font-weight: 400;\">\u00fcgyesebben ismerik fel a b\u0151rr\u00e1kot<\/span><\/a><span style=\"font-weight: 400;\">,<\/span><span style=\"font-weight: 400;\"> mint a b\u0151rgy\u00f3gy\u00e1szok.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a93a494 elementor-widget elementor-widget-heading\" data-id=\"a93a494\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Te melyik oldalon \u00e1llsz a mesters\u00e9ges intelligenci\u00e1val kapcsolatban?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33bd3a4 elementor-widget elementor-widget-text-editor\" data-id=\"33bd3a4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Most hogy l\u00e1ttuk az el\u0151ny\u00f6ket \u00e9s a h\u00e1tr\u00e1nyokat is, mit gondolsz az MI helyzet\u00e9r\u0151l? \u00c9s szerinted hov\u00e1 visz minket?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mi abban hisz\u00fcnk, hogy az, mihez kezd\u00fcnk ezzel a technol\u00f3gi\u00e1val, nagyr\u00e9szt t\u0151l\u00fcnk f\u00fcgg, legf\u0151k\u00e9pp pedig napjaink fejleszt\u0151it\u0151l. Ha szeretn\u00e9l te is r\u00e9szt venni a digit\u00e1lis j\u00f6v\u0151nk jobb verzi\u00f3j\u00e1nak l\u00e9trehoz\u00e1s\u00e1ban, tal\u00e1n a fejleszt\u0151i karrier lehet a j\u00f3 v\u00e1laszt\u00e1s neked.<\/span><\/p>\n<p><a href=\"https:\/\/codecool.com\/hu\/kepzesrol\/\"><span style=\"font-weight: 400;\">N\u00e9zd meg a k\u00e9pz\u00e9seinket<\/span><\/a><span style=\"font-weight: 400;\">,<\/span><span style=\"font-weight: 400;\"> \u00e9s kattints a jelentkez\u00e9sre, vagy<\/span><a href=\"https:\/\/codecool.com\/en\/blog\/ai_friend_enemy_4_4_arguments\/hello@codeool.com\"> <span style=\"font-weight: 400;\">l\u00e9pj vel\u00fcnk kapcsolatba<\/span><\/a><span style=\"font-weight: 400;\">,<\/span> <span style=\"font-weight: 400;\">ha b\u00e1rmilyen k\u00e9rd\u00e9sed lenne.<\/span><span style=\"font-weight: 400;\"> Hagyd, hogy egy \u00e9ven bel\u00fcl <\/span><span style=\"font-weight: 400;\">hozz\u00e1seg\u00edts\u00fcnk egy<\/span><a href=\"https:\/\/codecool.com\/hu\/blog\/valaszd-az-allasgaranciankat-es-torj-be-velunk-a-tech-vilagaba\/\"> <span style=\"font-weight: 400;\">garant\u00e1lt \u00e1ll\u00e1shoz<\/span><\/a><span style=\"font-weight: 400;\"> \u2013<\/span> <span style=\"font-weight: 400;\">m\u00e9g tech h\u00e1tt\u00e9rre sem lesz sz\u00fcks\u00e9ged hozz\u00e1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Rem\u00e9lj\u00fck, hamarosan hallunk fel\u0151led!<\/span><\/p>\n<p>&nbsp;<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A mesters\u00e9ges intelligencia t\u00e9m\u00e1ja igen felkapott, viszont nagyon megoszt\u00f3 is. Ugyanakkora es\u00e9llyel vezethet diszt\u00f3pikus, mint ut\u00f3pisztikus j\u00f6v\u0151h\u00f6z. \u00d6sszegy\u0171jt\u00f6tt\u00fcnk minden inform\u00e1ci\u00f3t, hogy seg\u00edts\u00fcnk eld\u00f6nteni, te hogy \u00e1llsz ehhez\u2026<\/p>\n","protected":false},"author":4,"featured_media":25063,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[128,87,127],"tags":[],"class_list":["post-26765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-programozas-hu","category-technology","category-trendek-hu"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.4 (Yoast SEO v24.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez - Codecool<\/title>\n<meta name=\"description\" content=\"Megment vagy roml\u00e1sba d\u00f6nt majd minket a mesters\u00e9ges intelligencia? Itt vannak a leggyakoribb pro \u00e9s contra \u00e9rvek.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez\" \/>\n<meta property=\"og:description\" content=\"Megment vagy roml\u00e1sba d\u00f6nt majd minket a mesters\u00e9ges intelligencia? Itt vannak a leggyakoribb pro \u00e9s contra \u00e9rvek.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Codecool\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CodecoolOfficial\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-18T12:51:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-03-21T13:05:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1496\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dora Hoffman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Codecool_global\" \/>\n<meta name=\"twitter:site\" content=\"@Codecool_global\" \/>\n<meta name=\"twitter:label1\" content=\"Szerz\u0151:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dora Hoffman\" \/>\n\t<meta name=\"twitter:label2\" content=\"Becs\u00fclt olvas\u00e1si id\u0151\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 perc\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez - Codecool","description":"Megment vagy roml\u00e1sba d\u00f6nt majd minket a mesters\u00e9ges intelligencia? Itt vannak a leggyakoribb pro \u00e9s contra \u00e9rvek.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/","og_locale":"hu_HU","og_type":"article","og_title":"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez","og_description":"Megment vagy roml\u00e1sba d\u00f6nt majd minket a mesters\u00e9ges intelligencia? Itt vannak a leggyakoribb pro \u00e9s contra \u00e9rvek.","og_url":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/","og_site_name":"Codecool","article_publisher":"https:\/\/www.facebook.com\/CodecoolOfficial\/","article_published_time":"2021-11-18T12:51:04+00:00","article_modified_time":"2022-03-21T13:05:14+00:00","og_image":[{"width":1920,"height":1496,"url":"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg","type":"image\/jpeg"}],"author":"Dora Hoffman","twitter_card":"summary_large_image","twitter_creator":"@Codecool_global","twitter_site":"@Codecool_global","twitter_misc":{"Szerz\u0151:":"Dora Hoffman","Becs\u00fclt olvas\u00e1si id\u0151":"9 perc"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#article","isPartOf":{"@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/"},"author":{"name":"Dora Hoffman","@id":"https:\/\/codecool.com\/hu\/#\/schema\/person\/622e226c942203940586ef2dceca8365"},"headline":"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez","datePublished":"2021-11-18T12:51:04+00:00","dateModified":"2022-03-21T13:05:14+00:00","mainEntityOfPage":{"@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/"},"wordCount":1759,"publisher":{"@id":"https:\/\/codecool.com\/hu\/#organization"},"image":{"@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg","articleSection":["Programoz\u00e1s","Technology","Trendek"],"inLanguage":"hu"},{"@type":"WebPage","@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/","url":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/","name":"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez - Codecool","isPartOf":{"@id":"https:\/\/codecool.com\/hu\/#website"},"primaryImageOfPage":{"@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#primaryimage"},"image":{"@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg","datePublished":"2021-11-18T12:51:04+00:00","dateModified":"2022-03-21T13:05:14+00:00","description":"Megment vagy roml\u00e1sba d\u00f6nt majd minket a mesters\u00e9ges intelligencia? Itt vannak a leggyakoribb pro \u00e9s contra \u00e9rvek.","breadcrumb":{"@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#breadcrumb"},"inLanguage":"hu","potentialAction":[{"@type":"ReadAction","target":["https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/"]}]},{"@type":"ImageObject","inLanguage":"hu","@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#primaryimage","url":"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg","contentUrl":"https:\/\/codecool.com\/wp-content\/uploads\/2022\/01\/possessed-photography-zblw0fg8xu8-unsplash.jpg","width":1920,"height":1496},{"@type":"BreadcrumbList","@id":"https:\/\/codecool.com\/hu\/barat-vagy-ellenseg-mesterseges-intelligencia-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/codecool.com\/hu\/"},{"@type":"ListItem","position":2,"name":"Bar\u00e1t vagy ellens\u00e9g a mesters\u00e9ges intelligencia? 4 + 4 \u00e9rv a d\u00f6nt\u00e9shez"}]},{"@type":"WebSite","@id":"https:\/\/codecool.com\/hu\/#website","url":"https:\/\/codecool.com\/hu\/","name":"Codecool","description":"Next gen coding school &amp; career hub","publisher":{"@id":"https:\/\/codecool.com\/hu\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/codecool.com\/hu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"hu"},{"@type":"Organization","@id":"https:\/\/codecool.com\/hu\/#organization","name":"Codecool","alternateName":"Codecool","url":"https:\/\/codecool.com\/hu\/","logo":{"@type":"ImageObject","inLanguage":"hu","@id":"https:\/\/codecool.com\/hu\/#\/schema\/logo\/image\/","url":"https:\/\/codecool.com\/wp-content\/uploads\/2023\/09\/Codecool-logo-app.svg","contentUrl":"https:\/\/codecool.com\/wp-content\/uploads\/2023\/09\/Codecool-logo-app.svg","width":1,"height":1,"caption":"Codecool"},"image":{"@id":"https:\/\/codecool.com\/hu\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/CodecoolOfficial\/","https:\/\/x.com\/Codecool_global","https:\/\/www.instagram.com\/codecool_official\/","https:\/\/www.linkedin.com\/school\/codecool\/"]},{"@type":"Person","@id":"https:\/\/codecool.com\/hu\/#\/schema\/person\/622e226c942203940586ef2dceca8365","name":"Dora Hoffman","image":{"@type":"ImageObject","inLanguage":"hu","@id":"https:\/\/codecool.com\/hu\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/13d568fb246033721321e216b8f5f06457e373d046558ceccec33b2e0dc025bc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/13d568fb246033721321e216b8f5f06457e373d046558ceccec33b2e0dc025bc?s=96&d=mm&r=g","caption":"Dora Hoffman"}}]}},"_links":{"self":[{"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/posts\/26765","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/comments?post=26765"}],"version-history":[{"count":0,"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/posts\/26765\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/media\/25063"}],"wp:attachment":[{"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/media?parent=26765"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/categories?post=26765"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/codecool.com\/hu\/wp-json\/wp\/v2\/tags?post=26765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}