{"id":21599,"date":"2025-01-07T14:38:09","date_gmt":"2025-01-07T13:38:09","guid":{"rendered":"https:\/\/www.orbit.cz\/?post_type=encyklopedie-cloudu&#038;p=21599"},"modified":"2025-01-27T11:28:00","modified_gmt":"2025-01-27T10:28:00","slug":"shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai","status":"publish","type":"encyklopedie-cloudu","link":"http:\/\/4.184.192.234\/en\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/","title":{"rendered":"Shadow IT in the era of artificial intelligence: how to deal with shadow AI?"},"content":{"rendered":"<style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box21599_58d065-86 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box21599_58d065-86 .kt-blocks-info-box-link-wrap{background:#ffffff;padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:0px;}.kt-info-box21599_58d065-86.wp-block-kadence-infobox{max-width:100%;}.kt-info-box21599_58d065-86 .kadence-info-box-image-inner-intrisic-container .kadence-info-box-image-intrisic{padding-bottom:100%;max-width:100%;}.kt-info-box21599_58d065-86 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box21599_58d065-86 .kt-info-svg-icon-flip, .kt-info-box21599_58d065-86 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box21599_58d065-86 .kt-blocks-info-box-media{border-radius:200px;overflow:hidden;border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}.kt-info-box21599_58d065-86 .kt-infobox-textcontent p.kt-blocks-info-box-title{font-size:var(--global-kb-font-size-md, 1.25rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box21599_58d065-86 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box21599_58d065-86 orbit-testimonial-second\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-left kt-info-halign-left\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><\/div><\/div><div class=\"kt-infobox-textcontent\"><p class=\"kt-blocks-info-box-title\">Se snadno dostupn\u00fdmi n\u00e1stroji zalo\u017een\u00fdmi na AI za\u017e\u00edv\u00e1 fenom\u00e9n \u201eshadow IT\u201c ve firm\u00e1ch dal\u0161\u00ed rozmach. Jak\u00e1 rizika toto \u201eshadow AI\u201c p\u0159in\u00e1\u0161\u00ed a&nbsp;jak bychom na n\u011b m\u011bli spr\u00e1vn\u011b reagovat?<\/p><p class=\"kt-blocks-info-box-text\"><em>Mark\u00e9ta Melenov\u00e1, Jan Kub\u00ed\u010dek<\/em><\/p><\/div><\/span><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"315\" src=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI.png\" alt=\"Jak si poradit se shadow AI? | ORBIT \" class=\"wp-image-21605\" style=\"width:732px;height:auto\" srcset=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI.png 602w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI-300x157.png 300w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI-18x9.png 18w\" sizes=\"auto, (max-width: 602px) 100vw, 602px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>Shadow IT v&nbsp;\u00e9\u0159e AI<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>V dob\u011b masivn\u00edch ochrann\u00fdch opat\u0159en\u00ed proti \u0161\u00ed\u0159en\u00ed covidu se stala pr\u00e1ce z&nbsp;domova daleko b\u011b\u017en\u011bj\u0161\u00ed ne\u017e kdy p\u0159edt\u00edm v&nbsp;historii. Urychlil se tak p\u0159echod na&nbsp;vyu\u017e\u00edv\u00e1n\u00ed cloudov\u00fdch \u0159e\u0161en\u00ed. U\u017eivatel\u00e9 od t\u00e9 doby tak\u00e9 v&nbsp;mnohem v\u011bt\u0161\u00ed m\u00ed\u0159e zpracov\u00e1vaj\u00ed <strong>firemn\u00ed data na vlastn\u00edch za\u0159\u00edzen\u00edch<\/strong>&nbsp;.<\/p>\n\n\n\n<p>Situaci, kdy IT odd\u011blen\u00ed spole\u010dnosti ztr\u00e1c\u00ed p\u0159ehled o&nbsp;tom, kter\u00e9 aplikace a&nbsp;\u0159e\u0161en\u00ed jsou ve firm\u011b vyu\u017e\u00edv\u00e1ny, se za\u010dalo \u0159\u00edkat <strong>shadow IT<\/strong>. S&nbsp;t\u00edmto fenom\u00e9nem se poj\u00ed cel\u00e1 \u0159ada rizik \u2013 bezpe\u010dn\u00e9 nakl\u00e1d\u00e1n\u00ed s&nbsp;firemn\u00edmi i&nbsp;osobn\u00edmi daty, zabezpe\u010den\u00ed jejich p\u0159enosu apod.<\/p>\n\n\n\n<p>Trend u\u017e\u00edv\u00e1n\u00ed vlastn\u00edch ICT n\u00e1stroj\u016f s&nbsp;posledn\u00edmi proti-pandemick\u00fdmi opat\u0159en\u00edmi nezmizel. Naopak: nov\u00fd rozmach&nbsp;shadow IT p\u0159i\u0161el se snadno dostupn\u00fdmi <strong>n\u00e1stroji zalo\u017een\u00fdmi na AI<\/strong>. Dnes jde nej\u010dast\u011bji o&nbsp;n\u00e1stroje generuj\u00edc\u00ed obsah, kter\u00e9 jsou zalo\u017een\u00e9 na LLM, tzv. genAI. Op\u011bt se tak objevuje pal\u010div\u00e9 t\u00e9ma st\u00ednov\u00e9ho IT \u2013 tentokr\u00e1t v&nbsp;podob\u011b \u201eshadow AI\u201c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Co je shadow AI<\/strong><\/h2>\n\n\n\n<p>Jako <strong>shadow AI<\/strong> se v&nbsp;prost\u0159ed\u00ed firem ozna\u010duj\u00ed snadno dostupn\u00e9 generativn\u00ed AI n\u00e1stroje (jako ve\u0159ejn\u00e9 LLM), kter\u00e9 se pou\u017e\u00edvaj\u00ed, ani\u017e by byly p\u0159edem schv\u00e1leny. IT mana\u017ee\u0159i tak ztr\u00e1cej\u00ed p\u0159ehled a&nbsp;<strong>o&nbsp;to obt\u00ed\u017en\u011bji se mohou br\u00e1nit kybernetick\u00fdm rizik\u016fm<\/strong>.<\/p>\n\n\n\n<p>P\u0159\u00edstupy IT mana\u017eer\u016f k&nbsp;AI n\u00e1stroj\u016fm se p\u0159itom li\u0161\u00ed \u2013 od postoje \u201ezaka\u017eme to a&nbsp;postupn\u011b mo\u017en\u00e1 n\u011bkomu n\u011bco povol\u00edme\u201c a\u017e po \u201evy\u0161la nov\u00e1 verze modelu, pro\u010d ji je\u0161t\u011b nem\u00e1me v&nbsp;produkci?\u201c Kter\u00fd z&nbsp;nich je spr\u00e1vn\u011bj\u0161\u00ed?<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Jak zav\u00e1d\u011bt AI do organizace?<\/strong><\/h2>\n\n\n\n<p>P\u0159i hled\u00e1n\u00ed odpov\u011bdi v\u017edy vych\u00e1z\u00edme z&nbsp;existuj\u00edc\u00edho <strong>rizikov\u00e9ho profilu konkr\u00e9tn\u00ed organizace<\/strong>. Spr\u00e1vn\u00fd je toti\u017e ten p\u0159\u00edstup, kter\u00fd je p\u0159im\u011b\u0159en\u00fd rizik\u016fm, obchodn\u00edm c\u00edl\u016fm, mo\u017enostem (finan\u010dn\u00edm, technick\u00fdm, obchodn\u00edm) a&nbsp;aktu\u00e1ln\u00edmu firemn\u00edmu know-how v&nbsp;oblasti AI.<\/p>\n\n\n\n<p>Vyv\u00e1\u017een\u00fd p\u0159\u00edstup tedy znamen\u00e1<strong> zamyslet se nad riziky, nastavit si z\u00e1kladn\u00ed governance proces a&nbsp;pak za\u010d\u00edt s&nbsp;prvn\u00edmi use cases<\/strong>. Byla by p\u0159ece \u0161koda vzd\u00e1vat se vy\u0161\u0161\u00ed efektivity pr\u00e1ce tam, kde mohou AI n\u00e1stroje dob\u0159e poslou\u017eit. (Druhou v\u011bc\u00ed pak je, jak vybran\u00e9 AI n\u00e1stroje nasadit a&nbsp;jak je vyu\u017e\u00edvat skute\u010dn\u011b efektivn\u011b.)<\/p>\n\n\n\n<p><strong>P\u0159\u00edv\u011btiv\u011bj\u0161\u00ed postoj k&nbsp;AI n\u00e1stroj\u016fm<\/strong> je typick\u00fd pro start-upy a&nbsp;organizace, ve kter\u00fdch je vyu\u017e\u00edv\u00e1n\u00ed nov\u00fdch technologi\u00ed sou\u010d\u00e1st\u00ed jejich DNA a&nbsp;m\u016f\u017ee b\u00fdt i&nbsp;sou\u010d\u00e1st\u00ed firemn\u00ed strategie.<\/p>\n\n\n\n<p>V&nbsp;p\u0159\u00edpad\u011b <strong>organizac\u00ed s&nbsp;vysok\u00fdm rizikov\u00fdm profilem<\/strong> v\u0161ak m\u016f\u017ee b\u00fdt rozumn\u00e9 ve\u0159ejn\u011b dostupn\u00e9 AI n\u00e1stroje nejprve natvrdo <strong>zak\u00e1zat a&nbsp;znep\u0159\u00edstupnit<\/strong> (nespol\u00e9hat se jen na intern\u00ed sm\u011brnice a&nbsp;governance proces).<\/p>\n\n\n\n<p>Typicky se to t\u00fdk\u00e1 finan\u010dn\u00edch instituc\u00ed a&nbsp;organizac\u00ed ve vysoce regulovan\u00fdch \u010di konzervativn\u00edch sektorech jako zdravotnictv\u00ed \u010di bankovnictv\u00ed (i&nbsp;kdy\u017e i&nbsp;mezi nimi se najdou nad\u0161en\u00ed early adopters). Pro\u010d ta opatrnost? <strong>Aby se intern\u00ed informace takov\u00fdch spole\u010dnost\u00ed neobjevily v&nbsp;odpov\u011bd\u00edch generovan\u00fdch AI n\u00e1stroji mimo organizaci.<\/strong><\/p>\n\n\n\n<p>IT odd\u011blen\u00ed pak m\u016f\u017ee postupn\u011b povolovat takov\u00e9 AI n\u00e1stroje, kter\u00e9 pracovn\u00edci organizace pot\u0159ebuj\u00ed a&nbsp;kter\u00e9 jsou <strong>v&nbsp;souladu s&nbsp;firemn\u00edmi z\u00e1sadami p\u0159ijateln\u00e9ho pou\u017e\u00edv\u00e1n\u00ed AI<\/strong> (<em>Acceptable Use AI Policy<\/em>).<\/p>\n\n\n<style>.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{display:flex;}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col,.kadence-column21599_0a54b0-1e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{row-gap:var(--global-kb-gap-none, 0rem );column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{flex-direction:column;align-items:center;}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col > .kb-image-is-ratio-size{align-self:stretch;}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col > .wp-block-kadence-advancedgallery{align-self:stretch;}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column21599_0a54b0-1e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column21599_0a54b0-1e{position:relative;}@media all and (max-width: 1024px){.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{flex-direction:column;justify-content:center;align-items:center;}}@media all and (max-width: 767px){.kadence-column21599_0a54b0-1e > .kt-inside-inner-col{flex-direction:column;justify-content:center;align-items:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column21599_0a54b0-1e\"><div class=\"kt-inside-inner-col\"><style>.kt-accordion-id21599_efbcec-84 .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:10px;}.kt-accordion-id21599_efbcec-84 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;background:rgba(255,255,255,0);font-size:20px;font-weight:bold;color:#444444;padding-top:var(--global-kb-spacing-xxs, 0.5rem);padding-right:var(--global-kb-spacing-xxs, 0.5rem);padding-bottom:var(--global-kb-spacing-xxs, 0.5rem);padding-left:var(--global-kb-spacing-xxs, 0.5rem);}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:before{background:rgba(255,255,255,0);}.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84 .kt-blocks-accordion-header:focus-visible{color:#444444;background:rgba(255,255,255,0.35);border-top-color:var(--global-palette7, #EDF2F7);border-top-style:solid;border-right-color:var(--global-palette7, #EDF2F7);border-right-style:solid;border-bottom-color:var(--global-palette7, #EDF2F7);border-bottom-style:solid;border-left-color:var(--global-palette7, #EDF2F7);border-left-style:solid;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion--visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger, body:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:rgba(255,255,255,0.35);}.kt-accordion-id21599_efbcec-84 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{color:#444444;background:rgba(255,255,255,0);border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#0e9cd1;border-left-style:solid;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id21599_efbcec-84:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:rgba(255,255,255,0);}@media all and (max-width: 1024px){.kt-accordion-id21599_efbcec-84 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;}}@media all and (max-width: 1024px){.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84 .kt-blocks-accordion-header:focus-visible{border-top-color:var(--global-palette7, #EDF2F7);border-top-style:solid;border-right-color:var(--global-palette7, #EDF2F7);border-right-style:solid;border-bottom-color:var(--global-palette7, #EDF2F7);border-bottom-style:solid;border-left-color:var(--global-palette7, #EDF2F7);border-left-style:solid;}}@media all and (max-width: 1024px){.kt-accordion-id21599_efbcec-84 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#0e9cd1;border-left-style:solid;}}@media all and (max-width: 767px){.kt-accordion-id21599_efbcec-84 .kt-accordion-inner-wrap{display:block;}.kt-accordion-id21599_efbcec-84 .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:10px;}.kt-accordion-id21599_efbcec-84 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;}.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id21599_efbcec-84 .kt-blocks-accordion-header:focus-visible{border-top-color:var(--global-palette7, #EDF2F7);border-top-style:solid;border-right-color:var(--global-palette7, #EDF2F7);border-right-style:solid;border-bottom-color:var(--global-palette7, #EDF2F7);border-bottom-style:solid;border-left-color:var(--global-palette7, #EDF2F7);border-left-style:solid;}.kt-accordion-id21599_efbcec-84 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id21599_efbcec-84 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#0e9cd1;border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-accordion alignnone\"><div class=\"kt-accordion-wrap kt-accordion-id21599_efbcec-84 kt-accordion-has-2-panes kt-active-pane-0 kt-accordion-block kt-pane-header-alignment-left kt-accodion-icon-style-arrow kt-accodion-icon-side-left\" style=\"max-width:none\"><div class=\"kt-accordion-inner-wrap\" data-allow-multiple-open=\"false\" data-start-open=\"none\">\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-1 kt-pane21599_ceb5b2-dd\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Jak funguj\u00ed AI n\u00e1stroje<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>AI \u0159e\u0161en\u00ed jsou obvykle zalo\u017eena na<strong> ur\u010dit\u00e9m modelu reality<\/strong>. U\u017eivatel\u00e9 do n\u011bj vkl\u00e1daj\u00ed relativn\u011b p\u0159esn\u00e1 a&nbsp;ne\u00fapln\u00e1 data a&nbsp;o\u010dek\u00e1vaj\u00ed n\u011bjak\u00fd v\u00fdstup. Spr\u00e1vnost v\u00fdstupu je p\u0159itom z\u00e1visl\u00e1 na spr\u00e1vnosti a&nbsp;\u00faplnosti na\u0161eho dotazu a&nbsp;na spr\u00e1vnosti modelu.<\/p>\n\n\n\n<p>Roli tak\u00e9 hraje <strong>schopnost u\u017eivatele v\u00fdsledky AI n\u00e1stroje spr\u00e1vn\u011b interpretovat<\/strong>. Nejde p\u0159itom jen o<strong>&nbsp;<\/strong>to, jak dob\u0159e danou problematiku u\u017eivatel zn\u00e1. D\u016fle\u017eit\u00e1 je i&nbsp;m\u00edra porozum\u011bn\u00ed tomu, jak model ke sv\u00fdm v\u00fdstup\u016fm doch\u00e1z\u00ed.<\/p>\n\n\n\n<p>V b\u011b\u017en\u00e9m \u017eivot\u011b se kolegy zept\u00e1me: \u201eJak jsi na tohle p\u0159i\u0161el?\u201c a&nbsp;o\u010dek\u00e1v\u00e1me odpov\u011b\u010f, kter\u00e1 n\u00e1m umo\u017en\u00ed <strong>prov\u011b\u0159it spr\u00e1vnost my\u0161lenkov\u00e9ho postupu<\/strong>, p\u0159\u00edpadn\u011b tak\u00e9 <strong>autoritativnost zdroje<\/strong>, ze kter\u00e9ho kolega vych\u00e1z\u00ed. U&nbsp;modelu to tak snadn\u00e9 nen\u00ed.<\/p>\n\n\n\n<p>Je tak\u00e9 t\u0159eba m\u00edt na pam\u011bti, \u017ee <strong>znalosti u\u017eivatel\u016f o&nbsp;realit\u011b jsou omezen\u00e9<\/strong>. Z\u0159\u00eddkakdy si pamatujeme v\u0161echny detaily a&nbsp;fakta, z\u0159\u00eddkakdy zn\u00e1me p\u0159esn\u00e9 mechanismy, kter\u00fdmi se \u0159\u00edd\u00ed nap\u0159. d\u011bn\u00ed na burze. M\u00e1lokdy tak\u00e9 odpov\u00edme na tut\u00e9\u017e ot\u00e1zku stejn\u011b jako v&nbsp;minulosti.<\/p>\n\n\n\n<p>Odpov\u011bdi toti\u017e mnohdy pouze odhadujeme (s&nbsp;v\u011bt\u0161\u00ed \u010di men\u0161\u00ed p\u0159esnost\u00ed) a&nbsp;dotv\u00e1\u0159\u00edme na z\u00e1klad\u011b vlastn\u00edch zku\u0161enost\u00ed. A&nbsp;u&nbsp;generativn\u00edch model\u016f, kter\u00e9 pracuj\u00ed s&nbsp;pravd\u011bpodobnostmi, je to podobn\u00e9: jejich <strong>odpov\u011bdi (a&nbsp;tedy faktick\u00e1 spr\u00e1vnost) na tent\u00fd\u017e dotaz se mohou v\u00fdrazn\u011b li\u0161it<\/strong>.<\/p>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kb-row-layout-id21599_422138-e5 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id21599_422138-e5 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id21599_422138-e5 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id21599_422138-e5 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id21599_422138-e5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id21599_422138-e5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id21599_422138-e5 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column21599_48673e-b8 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column21599_48673e-b8 > .kt-inside-inner-col,.kadence-column21599_48673e-b8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column21599_48673e-b8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column21599_48673e-b8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column21599_48673e-b8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column21599_48673e-b8 > .kt-inside-inner-col{background-color:rgba(255, 102, 0, 0.26);}.kadence-column21599_48673e-b8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column21599_48673e-b8{position:relative;}@media all and (max-width: 1024px){.kadence-column21599_48673e-b8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column21599_48673e-b8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column21599_48673e-b8\"><div class=\"kt-inside-inner-col\">\n<h2 class=\"wp-block-heading\"><strong>Jak\u00e1 rizika vypl\u00fdvaj\u00ed z&nbsp;vyu\u017e\u00edv\u00e1n\u00ed shadow AI? <\/strong><\/h2>\n\n\n\n<p>Organizace m\u016f\u017ee AI n\u00e1stroje nasadit <strong>na vlastn\u00ed platform\u011b<\/strong>, kde budou pod jej\u00ed plnou kontrolou (p\u0159\u00edpadn\u011b si m\u016f\u017ee platit pr\u00e9miovou verzi s&nbsp;vy\u0161\u0161\u00edmi garancemi ochrany dat).<\/p>\n\n\n\n<p>Protip\u00f3l p\u0159edstavuj\u00ed <strong>ve\u0159ejn\u011b a&nbsp;bezplatn\u011b dostupn\u00e9 online n\u00e1stroje<\/strong>, kter\u00e9 u\u017eivatel\u00e9 nekontrolovan\u011b pou\u017e\u00edvaj\u00ed p\u0159\u00edmo ve <strong>webov\u00e9m<\/strong> <strong>prohl\u00ed\u017ee\u010di<\/strong>. Dne\u0161n\u00ed shadow AI m\u00e1 nej\u010dast\u011bji pr\u00e1v\u011b tuto podobu. Rizik t\u00edm vznik\u00e1 hned n\u011bkolik.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Reputa\u010dn\u00ed riziko<\/strong><\/h3>\n\n\n\n<p>Organizace by ve sv\u00fdch ve\u0159ejn\u00fdch v\u00fdstupech mohla prezentovat <strong>chybn\u00e9 informace<\/strong>. Rizikov\u00e9 jsou zejm\u00e9na p\u0159\u00edpady, kdy mohou zav\u00e1d\u011bj\u00edc\u00ed nebo chybn\u00e9 informace zp\u016fsobit lidem zdravotn\u00ed, finan\u010dn\u00ed a&nbsp;jinou \u00fajmu.<\/p>\n\n\n\n<p>Bez rizika nen\u00ed ani <strong>intern\u00ed pou\u017eit\u00ed<\/strong> v\u00fdstup\u016f voln\u00fdch AI n\u00e1stroj\u016f \u2013 obzvl\u00e1\u0161\u0165 v&nbsp;p\u0159\u00edpad\u011b, kdy takto vzniknou podklady pro rozhodov\u00e1n\u00ed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Rizika pro bezpe\u010dnost informac\u00ed<\/strong><\/h3>\n\n\n\n<p>Aby u\u017eivatel z\u00edskal z&nbsp;AI n\u00e1stroje u\u017eite\u010dn\u00e9 odpov\u011bdi, \u010dasto do n\u011bj mus\u00ed zadat prompt, kter\u00fd m\u016f\u017ee obsahovat <strong>citliv\u00e9 informace<\/strong>. Nikdo v&nbsp;tento moment p\u0159itom nev\u00ed ani nesleduje, <strong>co se s&nbsp;nimi n\u00e1sledn\u011b d\u011bje<\/strong>.<\/p>\n\n\n\n<p>M\u016f\u017ee j\u00edt o&nbsp;obchodn\u00ed tajemstv\u00ed, pr\u016fmyslov\u00e9 vzory, osobn\u00ed \u00fadaje, finan\u010dn\u00ed informace, informace o&nbsp;tvorb\u011b cen atd. Data se tak dost\u00e1vaj\u00ed <strong>mimo kontrolu organizace<\/strong>, co\u017e je nep\u0159ijateln\u00e9 zejm\u00e9na u&nbsp;organizac\u00ed, kter\u00e9 nakl\u00e1daj\u00ed s&nbsp;<strong>vysoce citliv\u00fdmi informacemi<\/strong>.<\/p>\n\n\n\n<p>Existuj\u00ed samoz\u0159ejm\u011b technick\u00e1 \u0159e\u0161en\u00ed <strong>zabra\u0148uj\u00edc\u00ed exfiltraci dat<\/strong>. Ta nejp\u0159\u00edsn\u011bj\u0161\u00ed v\u0161ak nemus\u00ed b\u00fdt pro n\u011bkter\u00e9 organizace finan\u010dn\u011b optim\u00e1ln\u00ed a&nbsp;pro u\u017eivatele p\u0159ijateln\u00e1.<\/p>\n\n\n\n<p>Zaj\u00edm\u00e1 v\u00e1s, jak zajistit bezpe\u010dnost v&nbsp;cloudu? O&nbsp;osmi z\u00e1kladn\u00edch principech <a href=\"http:\/\/4.184.192.234\/encyklopedie-cloudu\/8-principu-se-kterymi-zajistite-bezpecnost-v-cloudu\/\" target=\"_blank\" rel=\"noreferrer noopener\">jsme psal<\/a><a href=\"http:\/\/4.184.192.234\/encyklopedie-cloudu\/8-principu-se-kterymi-zajistite-bezpecnost-v-cloudu\/\">i zde<\/a>.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>U\u017eite\u010dn\u00e1 pom\u016fcka pro shadow AI: AWS GenAI Scoping Matrix<\/strong><\/h2>\n\n\n\n<p>Ve vztahu k&nbsp;shadow AI se n\u00e1m osv\u011bd\u010dil framework vyvinut\u00fd AWS. Naz\u00fdv\u00e1 se <strong>GenAI Scoping Matrix<\/strong> a&nbsp;rozli\u0161uje p\u011bt zp\u016fsob\u016f (nebo p\u0159esn\u011bji \u201erozsah\u016f\u201c) implementace n\u00e1stroj\u016f genAI.<\/p>\n\n\n\n<p>S&nbsp;ka\u017ed\u00fdm zp\u016fsobem implementace se poj\u00ed odli\u0161n\u00fd rozsah rizik, a&nbsp;tedy i&nbsp;vhodn\u00fdch bezpe\u010dnostn\u00edch opat\u0159en\u00ed. Model rozsah\u016f rizik a&nbsp;\u0159\u00edzen\u00ed bezpe\u010dnosti (scopes) <strong>usnad\u0148uje domluvu mezi v\u00fdvoj\u00e1\u0159i a&nbsp;pracovn\u00edky provozn\u00ed bezpe\u010dnosti<\/strong>.<\/p>\n\n\n\n<p>Zahrnuje:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2 typy scope, u&nbsp;nich\u017e je \u0159e\u0161en\u00ed <strong>po\u0159\u00edzeno n\u00e1kupem<\/strong> (p\u0159\u00edpadn\u011b je dostupn\u00e9 zdarma \u2013 viz d\u00e1le)<\/li>\n\n\n\n<li>a 3 typy scope, kter\u00e9 jsou <strong>vyvinuty podle p\u0159\u00e1n\u00ed a&nbsp;pot\u0159eb zadavatele<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"241\" src=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/AWS-GenAI-Scoping-Matrix.png\" alt=\"AWS GenAI Scoping Matrix | ORBIT\" class=\"wp-image-21603\" srcset=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/AWS-GenAI-Scoping-Matrix.png 601w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/AWS-GenAI-Scoping-Matrix-300x120.png 300w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/AWS-GenAI-Scoping-Matrix-18x7.png 18w\" sizes=\"auto, (max-width: 601px) 100vw, 601px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><em>AWS GenAI Scoping Matrix a&nbsp;p\u011bt zp\u016fsob\u016f implementace AI n\u00e1stroj\u016f (zdroj: <a href=\"https:\/\/aws.amazon.com\/ai\/generative-ai\/security\/scoping-matrix\/\" target=\"_blank\" rel=\"noreferrer noopener\">Securing Generative AI: Introduction to the <\/a><\/em><a href=\"https:\/\/aws.amazon.com\/ai\/generative-ai\/security\/scoping-matrix\/\"><em>Generative AI Security Scoping Matrix<\/em><\/a><em>)<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>N\u00e1stroje po\u0159izovan\u00e9 n\u00e1kupem<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Scope 1<\/strong>: Zahrnuje pou\u017e\u00edv\u00e1n\u00ed <strong>licencovan\u00fdch i&nbsp;ve\u0159ejn\u011b dostupn\u00fdch AI \u0159e\u0161en\u00ed<\/strong> (pr\u00e1v\u011b tyto n\u00e1stroje b\u00fdvaj\u00ed vyu\u017e\u00edvan\u00e9 v&nbsp;r\u00e1mci shadow AI).<br><br>P\u0159\u00edkladem je \u017eiveln\u00e9 vyu\u017e\u00edv\u00e1n\u00ed n\u00e1stroj\u016f ChatGPT, Copilot v&nbsp;prohl\u00ed\u017ee\u010di Edge (d\u0159\u00edve Bing Chat) apod. U\u017eivatel (a&nbsp;nev\u011bdom\u011b tak i&nbsp;jeho zam\u011bstnavatel) se zde obvykle spol\u00e9h\u00e1 na bezpe\u010dnostn\u00ed opat\u0159en\u00ed poskytovatele n\u00e1stroje. Prov\u011b\u0159il v\u0161ak n\u011bkdo smluvn\u00ed podm\u00ednky? Zamyslel se n\u011bkdo nad t\u00edm, jak spr\u00e1vn\u011b a&nbsp;bezpe\u010dn\u011b n\u00e1stroj pou\u017e\u00edvat?<br><br><strong>U\u017eivatel\u00e9 by do tohoto typu AI n\u00e1stroj\u016f m\u011bli vkl\u00e1dat pouze ve\u0159ejn\u011b dostupn\u00e1 data. Vkl\u00e1d\u00e1n\u00ed dat citliv\u00fdch, dat podl\u00e9haj\u00edc\u00edch obchodn\u00edmu tajemstv\u00ed nebo osobn\u00edch \u00fadaj\u016f je ne\u017e\u00e1douc\u00ed.<\/strong><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Scope 2<\/strong>: AI \u0159e\u0161en\u00ed jsou <strong>po\u0159\u00edzena organizac\u00ed jako software as a&nbsp;service (SaaS)<\/strong>.<br><br>Tyto aplikace umo\u017e\u0148uj\u00ed z\u00e1kazn\u00edk\u016fm lep\u0161\u00ed kontrolu nad osudem dat vlo\u017een\u00fdch do n\u00e1stroje, a&nbsp;to v\u010detn\u011b mo\u017enosti opt-out, tedy odhl\u00e1\u0161en\u00ed se z&nbsp;automatick\u00e9ho sd\u00edlen\u00ed dat s&nbsp;poskytovatelem n\u00e1stroje.<br><br>(Microsoft 365 Copilot nap\u0159\u00edklad d\u011bd\u00ed st\u00e1vaj\u00edc\u00ed politiky DLP. Enterprise licence um\u00ed respektovat klasifikaci dokument\u016f i&nbsp;p\u0159\u00edstupov\u00e1 pr\u00e1va konkr\u00e9tn\u00edch u\u017eivatel\u016f. Pokud tedy u\u017eivatel nem\u00e1 k&nbsp;n\u011b\u010demu p\u0159\u00edstup, p\u0159\u00edstup nem\u00e1 ani Copilot.) Pro \u0159\u00edzen\u00ed bezpe\u010dnosti jsou ur\u010duj\u00edc\u00ed <strong>licen\u010dn\u00ed podm\u00ednky, jejich dodr\u017eov\u00e1n\u00ed a&nbsp;tak\u00e9 discipl\u00edna u\u017eivatel\u016f p\u0159i nakl\u00e1d\u00e1n\u00ed s&nbsp;daty<\/strong> (n\u011bkter\u00e1 data nesm\u011bj\u00ed do AI n\u00e1stroj\u016f vkl\u00e1dat).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Shadow AI: M\u016f\u017ee poskytovatel vyu\u017e\u00edvat data va\u0161ich u\u017eivatel\u016f?<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>U\u017e v\u00edme, \u017ee shadow AI spad\u00e1 pod AWS scope&nbsp;1. Bezpe\u010dnost pou\u017e\u00edvan\u00fdch n\u00e1stroj\u016f je tedy z&nbsp;velk\u00e9 \u010d\u00e1sti <strong>diktov\u00e1na smluvn\u00edmi podm\u00ednkami<\/strong> <strong>poskytovatele<\/strong> a&nbsp;t\u00edm, <strong>jak\u00e1 data u\u017eivatel do n\u00e1stroje vkl\u00e1d\u00e1<\/strong>. Smluvn\u00ed podm\u00ednky ka\u017ed\u00e9ho n\u00e1stroje jsou p\u0159itom specifick\u00e9.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>P\u0159\u00edklad 1: Gemini<\/strong><\/h3>\n\n\n\n<p>V podm\u00ednk\u00e1ch pro u\u017eivatele n\u00e1stroje Gemini od spole\u010dnosti Google (d\u0159\u00edve Bard) se uv\u00e1d\u00ed, \u017ee konverzace a&nbsp;dal\u0161\u00ed informace (nap\u0159. geografick\u00e1 poloha nebo informace o&nbsp;vyu\u017e\u00edv\u00e1n\u00ed n\u00e1stroje) jsou <strong>automaticky uchov\u00e1v\u00e1ny<\/strong> a&nbsp;vyu\u017e\u00edv\u00e1ny spole\u010dnost\u00ed Google pro dal\u0161\u00ed v\u00fdvoj a&nbsp;zlep\u0161ov\u00e1n\u00ed t\u011bchto technologi\u00ed.<\/p>\n\n\n\n<p>Pokud si u\u017eivatel takov\u00e9 vyu\u017eit\u00ed dat nep\u0159eje, je pot\u0159eba, aby si n\u00e1stroj \u0159\u00e1dn\u011b nakonfiguroval a&nbsp;<strong>z&nbsp;t\u00e9to funkcionality se odhl\u00e1sil<\/strong> (opt-out). U&nbsp;u\u017eivatel\u016f mlad\u0161\u00edch 18 let je naopak zaveden re\u017eim opt-in \u2013 data se neshroma\u017e\u010fuj\u00ed, pokud si to u\u017eivatel s\u00e1m aktivn\u011b nenastav\u00ed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>P\u0159\u00edklad 2: Copilot<\/strong><\/h3>\n\n\n\n<p>Copilot spole\u010dnosti Microsoft je b\u011b\u017en\u011b dostupn\u00fd v&nbsp;prohl\u00ed\u017ee\u010di Edge. I&nbsp;zde se v&nbsp;<a href=\"https:\/\/www.microsoft.com\/cs-cz\/privacy\/privacystatement\" target=\"_blank\" rel=\"noreferrer noopener\">Prohl\u00e1\u0161en\u00ed spole\u010dnosti Micros<\/a><a href=\"https:\/\/www.microsoft.com\/cs-cz\/privacy\/privacystatement\">oft o&nbsp;z\u00e1sad\u00e1ch ochrany osobn\u00edch \u00fadaj\u016f<\/a> zv\u00eddav\u00fd u\u017eivatel do\u010dte, \u017ee jeho <strong>data mohou b\u00fdt vyu\u017eita<\/strong> k&nbsp;v\u00fdvoji a&nbsp;tr\u00e9nov\u00e1n\u00ed model\u016f AI spole\u010dnosti Microsoft.<\/p>\n\n\n\n<p>D\u00e1le zde najdeme odkaz na <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-copilot\/for-individuals#faq\" target=\"_blank\" rel=\"noreferrer noopener\">FAQ str\u00e1nky webov\u00e9 aplik<\/a><a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-copilot\/for-individuals#faq\">ace Copilot<\/a>, kde naopak v&nbsp;prohl\u00e1\u0161en\u00ed poskytovatele stoj\u00ed, \u017ee v&nbsp;p\u0159\u00edpad\u011b u\u017eivatel\u016f z&nbsp;Evropsk\u00e9ho hospod\u00e1\u0159sk\u00e9ho prostoru (EEA) model vstupy u\u017eivatel\u016f pro tr\u00e9nov\u00e1n\u00ed a\u017e do odvol\u00e1n\u00ed nepou\u017e\u00edv\u00e1.<\/p>\n\n\n\n<p>Proto\u017ee \u010cesk\u00e1 republika je sou\u010d\u00e1st\u00ed EEA (kde pr\u00e1vn\u00ed r\u00e1mec takov\u00e9 pou\u017eit\u00ed dat omezuje), <strong>data \u010desk\u00fdch soukrom\u00fdch u\u017eivatel\u016f<\/strong> (a\u0165 u\u017e p\u0159ihl\u00e1\u0161en\u00fdch nebo ne)<strong> nejsou pro tr\u00e9nov\u00e1n\u00ed model\u016f vyu\u017e\u00edv\u00e1na<\/strong>.<\/p>\n\n\n\n<p>Pokud v\u00e1s zaj\u00edm\u00e1, zda a&nbsp;jak sm\u011bj\u00ed data cestovat mezi kontinenty, do\u010dtete se v\u00edce <a href=\"http:\/\/4.184.192.234\/encyklopedie-cloudu\/gdpr-nis-2-a-dora-rizika-z-pohledu-geografie-jak-na-cestovani-dat-mezi-kontinenty\/\" target=\"_blank\" rel=\"noreferrer noopener\">v&nbsp;tomto \u010dl\u00e1nku Encyklope<\/a><a href=\"http:\/\/4.184.192.234\/encyklopedie-cloudu\/gdpr-nis-2-a-dora-rizika-z-pohledu-geografie-jak-na-cestovani-dat-mezi-kontinenty\/\">die cloudu<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Shadow AI<\/strong> <strong>a smluvn\u00ed podm\u00ednky<\/strong><\/h2>\n\n\n\n<p>Pod\u00edvejme se je\u0161t\u011b na jedno riziko: p\u0159i pou\u017e\u00edv\u00e1n\u00ed Microsoft Copilotu ze soukrom\u00e9ho u\u017eivatelsk\u00e9ho \u00fa\u010dtu zam\u011bstnavatel <strong>nem\u016f\u017ee p\u0159edpokl\u00e1dat<\/strong>, \u017ee si u\u017eivatel aktivn\u011b zkontroloval podm\u00ednky. Situaci z\u00e1rove\u0148 nem\u016f\u017ee prov\u011b\u0159it, proto\u017ee o&nbsp;vyu\u017e\u00edv\u00e1n\u00ed shadow AI n\u00e1stroj\u016f nev\u00ed.<\/p>\n\n\n\n<p>U\u017eivatel by si musel podm\u00ednky s\u00e1m vyhledat a&nbsp;musel by je spr\u00e1vn\u011b interpretovat (co\u017e vy\u017eaduje vysokou odbornost a&nbsp;zku\u0161enost v&nbsp;oblasti pr\u00e1va, governance digit\u00e1ln\u00edch technologi\u00ed a&nbsp;bezpe\u010dnosti dat). Nav\u00edc by musel kontrolu smluvn\u00edch ujedn\u00e1n\u00ed prov\u00e1d\u011bt proaktivn\u011b a&nbsp;pr\u016fb\u011b\u017en\u011b, proto\u017ee poskytovatel\u00e9 AI n\u00e1stroj\u016f <strong>prov\u00e1d\u011bj\u00ed zm\u011bny podm\u00ednek \u010dasto jednostrann\u011b a&nbsp;bez upozorn\u011bn\u00ed<\/strong> (nen\u00ed to tedy tak pohodln\u00e9 jako nap\u0159\u00edklad u&nbsp;bank, kter\u00e9 n\u00e1m zm\u011bnu smluvn\u00edch podm\u00ednek dop\u0159edu ohla\u0161uj\u00ed).<\/p>\n\n\n\n<p>Cvi\u010den\u00e9 oko pr\u00e1vn\u00edka si nap\u0159\u00edklad tak\u00e9 v\u0161imne:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u017ee se uveden\u00e1 omezen\u00ed vztahuj\u00ed na u\u017eivatele \u201e<em>v&nbsp;zem\u00edch EEA\u201c<\/em>, ne v\u0161ak na u\u017eivatele <em>\u201eze zem\u00ed EEA\u201c<\/em> (jako v&nbsp;p\u0159\u00edpad\u011b MS Copilot),<\/li>\n\n\n\n<li>\u017ee se t\u00fdkaj\u00ed ochrany osobn\u00edch \u00fadaj\u016f, ale ne ochrany dat obecn\u011b \u2013 t\u0159eba t\u011bch vlo\u017een\u00fdch nebo vyprodukovan\u00fdch modelem (zde je \u0159e\u010d o&nbsp;Gemini),<\/li>\n\n\n\n<li>\u017ee opt-out z&nbsp;vyu\u017e\u00edv\u00e1n\u00ed dat pro tr\u00e9nov\u00e1n\u00ed model\u016f neznamen\u00e1 automaticky opt-out z&nbsp;dal\u0161\u00edho pou\u017e\u00edv\u00e1n\u00ed t\u011bchto dat pro jin\u00e9 \u00fa\u010dely (op\u011bt Microsoft Copilot).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Jak tedy p\u0159istupovat k<\/strong> <strong>shadow AI?<\/strong><\/h2>\n\n\n\n<p>V p\u0159\u00edpad\u011b shadow AI je to nej\u010dast\u011bji u\u017eivatel (a&nbsp;ne firma), kdo m\u00e1 ve sv\u00fdch rukou nejv\u011bt\u0161\u00ed m\u00edru kontroly nad t\u00edm, jak rizikov\u00e9 bude jeho pou\u017e\u00edv\u00e1n\u00ed genAI n\u00e1stroje. <strong>Jedin\u011b u\u017eivatel tak m\u016f\u017ee n\u00e1stroj vhodn\u011b nastavit.<\/strong><\/p>\n\n\n\n<p>Plat\u00ed, \u017ee co je p\u0159\u00edli\u0161 rizikov\u00e9 pro organizaci&nbsp;A, m\u016f\u017ee b\u00fdt pro organizaci&nbsp;B p\u0159ijateln\u00e9. Proto <strong>je vhodn\u00e9 p\u0159\u00edstup k&nbsp;AI n\u00e1stroj\u016fm zam\u011bstnanc\u016fm sp\u00ed\u0161e umo\u017enit, ale<\/strong> <strong>\u0159\u00edzen\u011b<\/strong>. O\u0161et\u0159en\u00ed rizik z\u00e1le\u017e\u00ed prim\u00e1rn\u011b na obchodn\u00edch c\u00edlech a&nbsp;strategi\u00edch organizace, stejn\u011b jako na jej\u00edm rizikov\u00e9m profilu.<\/p>\n\n\n\n<p>A proto\u017ee tohle je na\u0161e profesn\u00ed t\u00e9ma, r\u00e1di v\u00e1m s&nbsp;\u0159\u00edzen\u00edm rizik i&nbsp;se zav\u00e1d\u011bn\u00edm AI n\u00e1stroj\u016f pom\u016f\u017eeme.<\/p>\n\n\n<style>.wp-block-kadence-spacer.kt-block-spacer-21599_3867bf-d3 .kt-block-spacer{height:50px;}.wp-block-kadence-spacer.kt-block-spacer-21599_3867bf-d3 .kt-divider{border-top-width:1px;height:1px;border-top-color:#eee;width:80%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-21599_3867bf-d3\"><div class=\"kt-block-spacer kt-block-spacer-halign-center\"><\/div><\/div>\n\n\n<style>.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col{border-top:1px solid var(--global-palette7, #EDF2F7);border-right:1px solid var(--global-palette7, #EDF2F7);border-bottom:1px solid var(--global-palette7, #EDF2F7);border-left:1px solid var(--global-palette7, #EDF2F7);}.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col,.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column21599_7c5a87-d7{position:relative;}@media all and (max-width: 1024px){.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col{border-top:1px solid var(--global-palette7, #EDF2F7);border-right:1px solid var(--global-palette7, #EDF2F7);border-bottom:1px solid var(--global-palette7, #EDF2F7);border-left:1px solid var(--global-palette7, #EDF2F7);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column21599_7c5a87-d7 > .kt-inside-inner-col{border-top:1px solid var(--global-palette7, #EDF2F7);border-right:1px solid var(--global-palette7, #EDF2F7);border-bottom:1px solid var(--global-palette7, #EDF2F7);border-left:1px solid var(--global-palette7, #EDF2F7);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column21599_7c5a87-d7\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading21599_f58f2a-f7, .wp-block-kadence-advancedheading.kt-adv-heading21599_f58f2a-f7[data-kb-block=\"kb-adv-heading21599_f58f2a-f7\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading21599_f58f2a-f7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading21599_f58f2a-f7[data-kb-block=\"kb-adv-heading21599_f58f2a-f7\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading21599_f58f2a-f7 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading21599_f58f2a-f7[data-kb-block=\"kb-adv-heading21599_f58f2a-f7\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h5 class=\"kt-adv-heading21599_f58f2a-f7 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading21599_f58f2a-f7\">O AUTORECH<\/h5>\n\n\n<style>.kb-row-layout-id21599_117fbc-39 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id21599_117fbc-39 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id21599_117fbc-39 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id21599_117fbc-39 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id21599_117fbc-39 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id21599_117fbc-39 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id21599_117fbc-39 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column21599_6f7d25-03 > .kt-inside-inner-col,.kadence-column21599_6f7d25-03 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column21599_6f7d25-03 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column21599_6f7d25-03 > .kt-inside-inner-col{flex-direction:column;}.kadence-column21599_6f7d25-03 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column21599_6f7d25-03 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column21599_6f7d25-03{position:relative;}@media all and (max-width: 1024px){.kadence-column21599_6f7d25-03 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column21599_6f7d25-03 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column21599_6f7d25-03\"><div class=\"kt-inside-inner-col\">\n<div class=\"wp-block-group author-medallion\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full photo\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"382\" src=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2022\/01\/jan-kubicek-02.png\" alt=\"Jan Kub\u00ed\u010dek | ORBIT\" class=\"wp-image-10705\" srcset=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2022\/01\/jan-kubicek-02.png 382w, http:\/\/4.184.192.234\/wp-content\/uploads\/2022\/01\/jan-kubicek-02-300x300.png 300w, http:\/\/4.184.192.234\/wp-content\/uploads\/2022\/01\/jan-kubicek-02-150x150.png 150w\" sizes=\"auto, (max-width: 382px) 100vw, 382px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group info\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h6 class=\"wp-block-heading\">Jan Kub\u00ed\u010dek<\/h6>\n\n\n\n<p class=\"position\">Legal IT Consultant | <a href=\"https:\/\/www.linkedin.com\/in\/jankubicekjk\/\">Li<\/a><a href=\"https:\/\/www.linkedin.com\/in\/jankubicekjk\/\" target=\"_blank\" rel=\"noreferrer noopener\">nkedIn<\/a><\/p>\n\n\n\n<p>Jan v\u00e1s podpo\u0159\u00ed v\u0161ude tam, kde jde o&nbsp;dodr\u017eov\u00e1n\u00ed p\u0159edpis\u016f. M\u00e1 pr\u00e1vn\u00ed vzd\u011bl\u00e1n\u00ed (regulace, compliance a&nbsp;ochrana dat v&nbsp;bankovnictv\u00ed). \u010casto pe\u010dliv\u011b zkoum\u00e1 smlouvy, aby se ujistil, \u017ee jsou spln\u011bny \u010detn\u00e9 regulatorn\u00ed po\u017eadavky. P\u0159i anal\u00fdze smluv r\u00e1d p\u0159edv\u00edd\u00e1, co v\u0161echno se m\u016f\u017ee st\u00e1t\u2026 a&nbsp;vym\u00fd\u0161l\u00ed, jak potenci\u00e1ln\u00ed rizika o\u0161et\u0159it.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column21599_b97590-c8 > .kt-inside-inner-col,.kadence-column21599_b97590-c8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column21599_b97590-c8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column21599_b97590-c8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column21599_b97590-c8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column21599_b97590-c8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column21599_b97590-c8{position:relative;}@media all and (max-width: 1024px){.kadence-column21599_b97590-c8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column21599_b97590-c8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column21599_b97590-c8\"><div class=\"kt-inside-inner-col\">\n<div class=\"wp-block-group author-medallion\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><style>.kb-image21599_e2cb26-fd .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image21599_e2cb26-fd size-full photo\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"374\" src=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Melenova.jpg\" alt=\"\" class=\"kb-img wp-image-21634\" srcset=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Melenova.jpg 374w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Melenova-300x300.jpg 300w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Melenova-150x150.jpg 150w, http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Melenova-12x12.jpg 12w\" sizes=\"auto, (max-width: 374px) 100vw, 374px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group info\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h6 class=\"wp-block-heading\">Mark\u00e9ta Melenov\u00e1<\/h6>\n\n\n\n<p class=\"position\">Compliance Consultant | <a href=\"https:\/\/www.linkedin.com\/in\/marketa-melenova1\/\" target=\"_blank\" rel=\"noreferrer noopener\">Linked<\/a><a href=\"https:\/\/www.linkedin.com\/in\/marketa-melenova1\/\">In<\/a><\/p>\n\n\n\n<p>Mark\u00e9ta je konzultantkou v&nbsp;oblasti compliance, zejm\u00e9na se zam\u011b\u0159en\u00edm na DORA, AI Act a&nbsp;NIS2. Specializuje se na pr\u016fmyslov\u00e9 standardy v&nbsp;oblasti bezpe\u010dnosti informac\u00ed a&nbsp;um\u011bl\u00e9 inteligence a&nbsp;na jejich zav\u00e1d\u011bn\u00ed v&nbsp;prost\u0159ed\u00ed vysoce regulovan\u00fdch mezin\u00e1rodn\u00edch subjekt\u016f. Vyu\u017e\u00edv\u00e1 p\u0159i tom sv\u00e9 p\u0159edchoz\u00ed zku\u0161enosti s&nbsp;datovou anal\u00fdzou, tvorbou norem (legislativn\u00edch, pr\u016fmyslov\u00fdch i&nbsp;intern\u00edch) a&nbsp;s&nbsp;prac\u00ed na tvorb\u011b standard\u016f Mezin\u00e1rodn\u00ed telekomunika\u010dn\u00ed unie.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The shadow IT phenomenon is experiencing a further boom with AI tools. What risks does this shadow AI bring to companies and how should we respond to them?<\/p>","protected":false},"author":15,"featured_media":21606,"template":"","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":""},"categories":[129,128],"class_list":["post-21599","encyklopedie-cloudu","type-encyklopedie-cloudu","status-publish","has-post-thumbnail","hentry","category-cloud-compliance","category-cloud-security"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Shadow AI ve firm\u00e1ch: jak si s n\u00ed poradit? | ORBIT<\/title>\n<meta name=\"description\" content=\"Shadow IT pro\u017e\u00edv\u00e1 se snadno dostupn\u00fdmi AI n\u00e1stroji nov\u00fd rozmach. Jak bychom m\u011bli p\u0159edej\u00edt rizik\u016fm, kter\u00e1 shadow AI p\u0159in\u00e1\u0161\u00ed?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/4.184.192.234\/en\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak si poradit se shadow AI ve firm\u00e1ch? | ORBIT\" \/>\n<meta property=\"og:description\" content=\"N\u00e1vod na bezpe\u010dn\u00e9 zav\u00e1d\u011bn\u00ed AI n\u00e1stroj\u016f\" \/>\n<meta property=\"og:url\" content=\"http:\/\/4.184.192.234\/en\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"ORBIT | create IT your own way\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-27T10:28:00+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"602\" \/>\n\t<meta property=\"og:image:height\" content=\"315\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Jak si poradit se shadow AI ve firm\u00e1ch? | ORBIT\" \/>\n<meta name=\"twitter:description\" content=\"N\u00e1vod na bezpe\u010dn\u00e9 zav\u00e1d\u011bn\u00ed AI n\u00e1stroj\u016f\" \/>\n<meta name=\"twitter:image\" content=\"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/\",\"url\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/\",\"name\":\"Shadow AI ve firm\u00e1ch: jak si s n\u00ed poradit? | ORBIT\",\"isPartOf\":{\"@id\":\"http:\\\/\\\/4.184.192.234\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/4.184.192.234\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Jak-si-poradit-se-shadow-AI_2.png\",\"datePublished\":\"2025-01-07T13:38:09+00:00\",\"dateModified\":\"2025-01-27T10:28:00+00:00\",\"description\":\"Shadow IT pro\u017e\u00edv\u00e1 se snadno dostupn\u00fdmi AI n\u00e1stroji nov\u00fd rozmach. Jak bychom m\u011bli p\u0159edej\u00edt rizik\u016fm, kter\u00e1 shadow AI p\u0159in\u00e1\u0161\u00ed?\",\"breadcrumb\":{\"@id\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/#primaryimage\",\"url\":\"http:\\\/\\\/4.184.192.234\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Jak-si-poradit-se-shadow-AI_2.png\",\"contentUrl\":\"http:\\\/\\\/4.184.192.234\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/Jak-si-poradit-se-shadow-AI_2.png\",\"width\":602,\"height\":315,\"caption\":\"Jak si poradit se shadow AI | ORBIT\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\\\/\\\/4.184.192.234\\\/encyklopedie-cloudu\\\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"http:\\\/\\\/4.184.192.234\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Shadow IT v\u00a0\u00e9\u0159e um\u011bl\u00e9 inteligence: Jak si poradit se shadow AI?\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\\\/\\\/4.184.192.234\\\/#website\",\"url\":\"http:\\\/\\\/4.184.192.234\\\/\",\"name\":\"ORBIT | create IT your own way\",\"description\":\"ORBIT | create IT your own way\",\"publisher\":{\"@id\":\"http:\\\/\\\/4.184.192.234\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\\\/\\\/4.184.192.234\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"http:\\\/\\\/4.184.192.234\\\/#organization\",\"name\":\"ORBIT s.r.o.\",\"url\":\"http:\\\/\\\/4.184.192.234\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"http:\\\/\\\/4.184.192.234\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"http:\\\/\\\/4.184.192.234\\\/wp-content\\\/uploads\\\/2020\\\/11\\\/logoslogan-01.png\",\"contentUrl\":\"http:\\\/\\\/4.184.192.234\\\/wp-content\\\/uploads\\\/2020\\\/11\\\/logoslogan-01.png\",\"width\":1417,\"height\":829,\"caption\":\"ORBIT s.r.o.\"},\"image\":{\"@id\":\"http:\\\/\\\/4.184.192.234\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/orbit\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Shadow AI in companies: how to deal with it | ORBIT","description":"Shadow IT is experiencing a new boom with readily available AI tools. How should we prevent the risks that Shadow AI brings?","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":"http:\/\/4.184.192.234\/en\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/","og_locale":"en_GB","og_type":"article","og_title":"Jak si poradit se shadow AI ve firm\u00e1ch? | ORBIT","og_description":"N\u00e1vod na bezpe\u010dn\u00e9 zav\u00e1d\u011bn\u00ed AI n\u00e1stroj\u016f","og_url":"http:\/\/4.184.192.234\/en\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/","og_site_name":"ORBIT | create IT your own way","article_modified_time":"2025-01-27T10:28:00+00:00","og_image":[{"width":602,"height":315,"url":"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_title":"Jak si poradit se shadow AI ve firm\u00e1ch? | ORBIT","twitter_description":"N\u00e1vod na bezpe\u010dn\u00e9 zav\u00e1d\u011bn\u00ed AI n\u00e1stroj\u016f","twitter_image":"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png","twitter_misc":{"Estimated reading time":"10 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/","url":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/","name":"Shadow AI in companies: how to deal with it | ORBIT","isPartOf":{"@id":"http:\/\/4.184.192.234\/#website"},"primaryImageOfPage":{"@id":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/#primaryimage"},"image":{"@id":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/#primaryimage"},"thumbnailUrl":"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png","datePublished":"2025-01-07T13:38:09+00:00","dateModified":"2025-01-27T10:28:00+00:00","description":"Shadow IT is experiencing a new boom with readily available AI tools. How should we prevent the risks that Shadow AI brings?","breadcrumb":{"@id":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/#primaryimage","url":"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png","contentUrl":"http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png","width":602,"height":315,"caption":"Jak si poradit se shadow AI | ORBIT"},{"@type":"BreadcrumbList","@id":"http:\/\/4.184.192.234\/encyklopedie-cloudu\/shadow-it-v-ere-umele-inteligence-jak-si-poradit-se-shadow-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/4.184.192.234\/"},{"@type":"ListItem","position":2,"name":"Shadow IT v\u00a0\u00e9\u0159e um\u011bl\u00e9 inteligence: Jak si poradit se shadow AI?"}]},{"@type":"WebSite","@id":"http:\/\/4.184.192.234\/#website","url":"http:\/\/4.184.192.234\/","name":"ORBIT | create IT your own way","description":"ORBIT | create IT your own way","publisher":{"@id":"http:\/\/4.184.192.234\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/4.184.192.234\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"http:\/\/4.184.192.234\/#organization","name":"ORBIT s.r.o.","url":"http:\/\/4.184.192.234\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"http:\/\/4.184.192.234\/#\/schema\/logo\/image\/","url":"http:\/\/4.184.192.234\/wp-content\/uploads\/2020\/11\/logoslogan-01.png","contentUrl":"http:\/\/4.184.192.234\/wp-content\/uploads\/2020\/11\/logoslogan-01.png","width":1417,"height":829,"caption":"ORBIT s.r.o."},"image":{"@id":"http:\/\/4.184.192.234\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/orbit\/"]}]}},"taxonomy_info":{"category":[{"value":129,"label":"Cloud compliance"},{"value":128,"label":"Cloud security"}]},"featured_image_src_large":["http:\/\/4.184.192.234\/wp-content\/uploads\/2025\/01\/Jak-si-poradit-se-shadow-AI_2.png",602,315,false],"author_info":{"display_name":"Jan Kub\u00ed\u010dek","author_link":"http:\/\/4.184.192.234\/en\/author\/56372dc3352cfefd\/"},"comment_info":"","_links":{"self":[{"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/encyklopedie-cloudu\/21599","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/encyklopedie-cloudu"}],"about":[{"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/types\/encyklopedie-cloudu"}],"author":[{"embeddable":true,"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/users\/15"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/media\/21606"}],"wp:attachment":[{"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/media?parent=21599"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/4.184.192.234\/en\/wp-json\/wp\/v2\/categories?post=21599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}