{"id":58552,"date":"2025-03-21T17:39:51","date_gmt":"2025-03-21T17:39:51","guid":{"rendered":"https:\/\/dmi5324.dotlogicstest.com\/uslugi-danych-ai\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\/"},"modified":"2025-07-30T18:21:09","modified_gmt":"2025-07-30T18:21:09","slug":"przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym","status":"publish","type":"page","link":"https:\/\/dmi5324.dotlogicstest.com\/pl\/uslugi-danych-ai\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\/","title":{"rendered":"Przypadki u\u017cycia i zastosowanie w \u015bwiecie rzeczywistym"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"58552\" class=\"elementor elementor-58552 elementor-1300\" data-elementor-post-type=\"page\">\n\t\t\t\t<section class=\"elementor-element elementor-element-7b18d688 dark overlay overlay--purple e-flex e-con-boxed e-con e-parent\" data-id=\"7b18d688\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-806025f e-con-full e-flex e-con e-child\" data-id=\"806025f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-81bd03e elementor-widget elementor-widget-breadcrumbs\" data-id=\"81bd03e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d5426 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"29d5426\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Przypadki u\u017cycia i zastosowanie w \u015bwiecie rzeczywistym\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t<section class=\"elementor-element elementor-element-73082468 e-flex e-con-boxed e-con e-parent\" data-id=\"73082468\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b435923 e-con-full e-flex e-con e-child\" data-id=\"b435923\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c76ef2a text-gradient elementor-widget elementor-widget-heading\" data-id=\"c76ef2a\" data-element_type=\"widget\" data-e-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\">Wspieramy rozliczne projekty AI w \u015bwiecie rzeczywistym poprzez \u015bwiadczenie niestandardowych us\u0142ug w zakresie danych<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1b08477 e-con-full e-flex e-con e-child\" data-id=\"1b08477\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8114165 heading-line--right elementor-widget elementor-widget-heading\" data-id=\"8114165\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Jako\u015b\u0107 danych<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0dc441c e-n-tabs-tablet elementor-widget elementor-widget-n-tabs\" data-id=\"0dc441c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"14435356\" aria-label=\"Karty. Otwieraj elementy za pomoc\u0105 Enter lub Spacji, zamykaj za pomoc\u0105 Escape i nawiguj za pomoc\u0105 klawiszy strza\u0142ek.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-144353561\" data-tab-title-id=\"e-n-tab-title-144353561\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-144353561\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tZautomatyzowana kontrola jako\u015bci danych i moderacja tre\u015bci\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-144353562\" data-tab-title-id=\"e-n-tab-title-144353562\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-144353562\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tSprawdzanie trafno\u015bci referencji\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-144353563\" data-tab-title-id=\"e-n-tab-title-144353563\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-144353563\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tTworzenie zestaw\u00f3w testowych z adnotacjami\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-144353564\" data-tab-title-id=\"e-n-tab-title-144353564\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-144353564\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tMonitorowanie danych oparte na sztucznej inteligencji i wykrywanie dryfu\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-144353561\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-144353561\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-3f69b87 e-con-full e-flex e-con e-child\" data-id=\"3f69b87\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2d61d7d e-flex e-con-boxed e-con e-child\" data-id=\"2d61d7d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa23bbd elementor-widget elementor-widget-text-editor\" data-id=\"fa23bbd\" data-element_type=\"widget\" data-e-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;\">Dzi\u0119ki kontrolom jako\u015bci przeprowadzanym przy udziale cz\u0142owieka oraz przy u\u017cyciu automatycznych narz\u0119dzi zapewniania jako\u015bci weryfikujemy integralno\u015b\u0107 danych, wykrywamy naruszenia zasad i zapewniamy zgodno\u015b\u0107 marki z tre\u015bciami generowanymi przez u\u017cytkownik\u00f3w lub sztuczn\u0105 inteligencj\u0119 na du\u017c\u0105 skal\u0119. Takie podej\u015bcie gwarantuje bezpieczne i wysokiej jako\u015bci zbiory danych do szkolenia i wdra\u017cania.<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-144353562\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-144353562\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-72a8764 e-con-full e-flex e-con e-child\" data-id=\"72a8764\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-064423c e-flex e-con-boxed e-con e-child\" data-id=\"064423c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d38d03 elementor-widget elementor-widget-text-editor\" data-id=\"9d38d03\" data-element_type=\"widget\" data-e-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;\">Weryfikacja i ocena trafno\u015bci dokument\u00f3w referencyjnych lub cytat\u00f3w wykorzystywanych przez AI. Korzystaj\u0105c ze zautomatyzowanych narz\u0119dzi ewaluacyjnych i oceny dokonywanej przez cz\u0142owieka, nasi adnotatorzy przeprowadzaj\u0105 kontrole trafno\u015bci i walidacj\u0119 \u017ar\u00f3de\u0142, kt\u00f3re modele j\u0119zykowe cytuj\u0105 lub pobieraj\u0105. Gwarantuje to, \u017ce ka\u017cde odniesienie jest powi\u0105zane z tre\u015bci\u0105, co ma kluczowe znaczenie dla wiarygodnych raport\u00f3w i odpowiedzi generowanych przez sztuczn\u0105 inteligencj\u0119. <\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-144353563\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-144353563\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-8facff2 e-con-full e-flex e-con e-child\" data-id=\"8facff2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-31b6b64 e-flex e-con-boxed e-con e-child\" data-id=\"31b6b64\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56d38de elementor-widget elementor-widget-text-editor\" data-id=\"56d38de\" data-element_type=\"widget\" data-e-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;\">Tworzenie wzorcowych zbior\u00f3w danych testowych z dok\u0142adnymi adnotacjami do oceny modelu. Tworzymy pary pytanie-odpowied\u017a ze zweryfikowanymi odpowiedziami lub podsumowania z podsumowaniami referencyjnymi, kt\u00f3re s\u0105 wykorzystywane jako wysokiej jako\u015bci zestawy testowe. Ka\u017cdy punkt danych jest starannie opatrzony adnotacjami (np. poprawnymi odpowiedziami, uwagami dotycz\u0105cymi fakt\u00f3w lub ocenami preferencji), umo\u017cliwiaj\u0105c wiarygodne por\u00f3wnanie modeli sztucznej inteligencji w zadaniach takich jak kontrola jako\u015bci, podsumowanie lub t\u0142umaczenie.&nbsp;<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-144353564\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-144353564\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-afd6ed9 e-con-full e-flex e-con e-child\" data-id=\"afd6ed9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cc9c0dc e-flex e-con-boxed e-con e-child\" data-id=\"cc9c0dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbe27f9 elementor-widget elementor-widget-text-editor\" data-id=\"fbe27f9\" data-element_type=\"widget\" data-e-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;\">Konfigurujemy przep\u0142ywy ci\u0105g\u0142ego monitorowania, kt\u00f3re \u015bledz\u0105 zmiany w dystrybucji danych w czasie.&nbsp;<\/span><\/p><p><span style=\"font-weight: 400;\">W przypadku wykrycia dryfu danych lub anomalii, zespo\u0142y otrzymuj\u0105 alerty, umo\u017cliwiaj\u0105ce proaktywne przekwalifikowanie lub aktualizacj\u0119 danych. Pomaga to utrzyma\u0107 sp\u00f3jn\u0105 wydajno\u015b\u0107 modelu w dynamicznych \u015brodowiskach rzeczywistych.&nbsp;<\/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\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc4b0eb e-con-full e-flex e-con e-child\" data-id=\"fc4b0eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ddb533 heading-line--right elementor-widget elementor-widget-heading\" data-id=\"9ddb533\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Dane szkoleniowe dla AI<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf032b5 e-n-tabs-tablet elementor-widget elementor-widget-n-tabs\" data-id=\"cf032b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"217068213\" aria-label=\"Karty. Otwieraj elementy za pomoc\u0105 Enter lub Spacji, zamykaj za pomoc\u0105 Escape i nawiguj za pomoc\u0105 klawiszy strza\u0142ek.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-2170682131\" data-tab-title-id=\"e-n-tab-title-2170682131\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-2170682131\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tWyr\u00f3wnywanie preferencji w dopasowywaniu LLM\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2170682132\" data-tab-title-id=\"e-n-tab-title-2170682132\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2170682132\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tInformacja zwrotna pochodz\u0105ca od cz\u0142owieka dla LLM i system\u00f3w AI\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2170682133\" data-tab-title-id=\"e-n-tab-title-2170682133\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2170682133\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tTworzenie i ulepszanie danych wieloj\u0119zycznych\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2170682134\" data-tab-title-id=\"e-n-tab-title-2170682134\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2170682134\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tGenerowanie danych syntetycznych i wzmocnienie rzadkich zdarze\u0144\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-2170682131\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2170682131\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-79363be e-con-full e-flex e-con e-child\" data-id=\"79363be\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b6e8b71 e-flex e-con-boxed e-con e-child\" data-id=\"b6e8b71\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-189f37c elementor-widget elementor-widget-text-editor\" data-id=\"189f37c\" data-element_type=\"widget\" data-e-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;\">Pomoc w dostosowaniu du\u017cych modeli j\u0119zykowych do ludzkich preferencji i warto\u015bci. Przeprowadzamy por\u00f3wnywanie A\/B (ranking dw\u00f3ch modelowych odpowiedzi), zbieramy oceny jako\u015bci odpowiedzi i oceniamy wyniki pod k\u0105tem kwestii bezpiecze\u0144stwa lub stronniczo\u015bci kulturowej. Te zbiory danych preferencji ludzkich kieruj\u0105 dostosowywaniem LLM (takim jak uczenie ze wzmocnieniem na podstawie informacji zwrotnych pochodz\u0105cych od cz\u0142owieka), tak aby modele generowa\u0142y odpowiedzi bardziej pomocne, bezpieczne i lepiej dopasowane kulturowo. <\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2170682132\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2170682132\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-8d5965b e-con-full e-flex e-con e-child\" data-id=\"8d5965b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b2599c4 e-flex e-con-boxed e-con e-child\" data-id=\"b2599c4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e53132 elementor-widget elementor-widget-text-editor\" data-id=\"1e53132\" data-element_type=\"widget\" data-e-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;\">Zapewnienie ci\u0105g\u0142ej oceny wynik\u00f3w systemu AI przez cz\u0142owieka w celu wprowadzenia ulepsze\u0144. Mo\u017ce to obejmowa\u0107 ocen\u0119 opart\u0105 na wideo (dla modeli wizyjno-j\u0119zykowych lub generowanych film\u00f3w) oraz szczeg\u00f3\u0142owe oceny generowanego tekstu lub d\u017awi\u0119ku. Projektujemy i przeprowadzamy badania por\u00f3wnawcze, w kt\u00f3rych ludzie oceniaj\u0105 jako\u015b\u0107 wynik\u00f3w AI na podstawie r\u00f3\u017cnych kryteri\u00f3w. Informacje zwrotne pomagaj\u0105 zidentyfikowa\u0107 s\u0142abe punkty i zmierzy\u0107 post\u0119py w iteracyjnych aktualizacjach modelu.&nbsp;<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2170682133\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2170682133\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-7a6b0cb e-con-full e-flex e-con e-child\" data-id=\"7a6b0cb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4796ae4 e-flex e-con-boxed e-con e-child\" data-id=\"4796ae4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df1d6df elementor-widget elementor-widget-text-editor\" data-id=\"df1d6df\" data-element_type=\"widget\" data-e-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;\">Generowanie i udoskonalanie danych w ponad 100 j\u0119zykach, w tym w rzadkich j\u0119zykach, takich jak cebua\u0144ski i gaelicki, w celu poszerzenia mo\u017cliwo\u015bci sztucznej inteligencji. Aby wzbogaci\u0107 dane szkoleniowe, nasi lingwi\u015bci tworz\u0105 wyra\u017cenia idiomatyczne, dialogi i tre\u015bci w j\u0119zykach docelowych. Udoskonalamy r\u00f3wnie\u017c istniej\u0105ce zbiory danych \u2014 na przyk\u0142ad rozszerzaj\u0105c korpus j\u0119zyka arabskiego z Zatoki Perskiej o wi\u0119ksz\u0105 r\u00f3\u017cnorodno\u015b\u0107 dialekt\u00f3w lub poprawiaj\u0105c dos\u0142owne t\u0142umaczenia na bardziej naturalne sformu\u0142owania. Rezultatem s\u0105 bogatsze wieloj\u0119zyczne dane szkoleniowe, kt\u00f3re poprawiaj\u0105 p\u0142ynno\u015b\u0107 modelu i trafno\u015b\u0107 kulturow\u0105 w r\u00f3\u017cnych lokalizacjach.&nbsp;<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2170682134\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2170682134\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-3df0ad0 e-con-full e-flex e-con e-child\" data-id=\"3df0ad0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ccff885 e-flex e-con-boxed e-con e-child\" data-id=\"ccff885\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47a8016 elementor-widget elementor-widget-text-editor\" data-id=\"47a8016\" data-element_type=\"widget\" data-e-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;\">Generujemy lub rozszerzamy zbiory danych o realistyczne, sztucznie stworzone przyk\u0142ady \u2014 jest to szczeg\u00f3lnie warto\u015bciowe, gdy rzeczywiste dane s\u0105 ograniczone lub wra\u017cliwe. Takie podej\u015bcie pomaga modelom sztucznej inteligencji radzi\u0107 sobie z rzadkimi zdarzeniami i utrzymywa\u0107 wydajno\u015b\u0107 w niedostatecznie reprezentowanych sytuacjach bez nara\u017cania ochrony prywatno\u015bci lub zasi\u0119gu. <\/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\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa23587 e-con-full e-flex e-con e-child\" data-id=\"fa23587\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c6d880 heading-line--right elementor-widget elementor-widget-heading\" data-id=\"0c6d880\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Stosowane rozwi\u0105zania<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee68fe3 e-n-tabs-tablet elementor-widget elementor-widget-n-tabs\" data-id=\"ee68fe3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"249991139\" aria-label=\"Karty. Otwieraj elementy za pomoc\u0105 Enter lub Spacji, zamykaj za pomoc\u0105 Escape i nawiguj za pomoc\u0105 klawiszy strza\u0142ek.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-2499911391\" data-tab-title-id=\"e-n-tab-title-2499911391\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-2499911391\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tDostrajanie komponentu wyszukuj\u0105cego (retrievera) w systemach RAG\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2499911392\" data-tab-title-id=\"e-n-tab-title-2499911392\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2499911392\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tAnonimizacja danych i zgodno\u015b\u0107 z przepisami\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2499911393\" data-tab-title-id=\"e-n-tab-title-2499911393\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2499911393\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tTworzenie specyficznych dla domeny streszcze\u0144 i niestandardowe NLG\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2499911394\" data-tab-title-id=\"e-n-tab-title-2499911394\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2499911394\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tSpecjalistyczne rozwi\u0105zania w zakresie danych powi\u0105zanych z domenami\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2499911395\" data-tab-title-id=\"e-n-tab-title-2499911395\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2499911395\" style=\"--n-tabs-title-order: 5;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-caret-square-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M176 354.9V157.1c0-10.7 13-16.1 20.5-8.5l98.3 98.9c4.7 4.7 4.7 12.2 0 16.9l-98.3 98.9c-7.5 7.7-20.5 2.3-20.5-8.4zM448 80v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48zm-48 346V86c0-3.3-2.7-6-6-6H54c-3.3 0-6 2.7-6 6v340c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tGenerowanie j\u0119zyka naturalnego do SQL\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-2499911391\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2499911391\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-8b6fd6d e-con-full e-flex e-con e-child\" data-id=\"8b6fd6d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0aa534d e-flex e-con-boxed e-con e-child\" data-id=\"0aa534d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e568177 elementor-widget elementor-widget-text-editor\" data-id=\"e568177\" data-element_type=\"widget\" data-e-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;\">Dostrajanie komponentu wyszukuj\u0105cego w przep\u0142ywach RAG (Retrieval-Augmented Generation). Pomagamy w ocenie i poprawie trafno\u015bci wyszukanych dokument\u00f3w lub \u017ar\u00f3de\u0142 dla zapyta\u0144, wyodr\u0119bnianiu kluczowych informacji i etykietowaniu par zapytanie-dokument. Dostrajanie retrievera z udzia\u0142em cz\u0142owieka poprawia skuteczno\u015b\u0107 system\u00f3w RAG w zastosowaniach takich jak wyszukiwanie korporacyjne i systemy odpowiadaj\u0105ce na pytania. <\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2499911392\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2499911392\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-0e606b5 e-con-full e-flex e-con e-child\" data-id=\"0e606b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-83dbcc5 e-flex e-con-boxed e-con e-child\" data-id=\"83dbcc5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e5028e elementor-widget elementor-widget-text-editor\" data-id=\"6e5028e\" data-element_type=\"widget\" data-e-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;\">Usuwamy lub maskujemy wra\u017cliwe informacje (dane osobowe, poufne rejestry), aby spe\u0142ni\u0107 surowe przepisy dotycz\u0105ce ochrony danych, takie jak RODO lub HIPAA. Nasze techniki zachowuj\u0105 u\u017cyteczno\u015b\u0107 zbior\u00f3w danych, jednocze\u015bnie chroni\u0105c prywatno\u015b\u0107 i zapewniaj\u0105c tym samym, \u017ce twoje projekty AI pozostan\u0105 zar\u00f3wno zgodne z przepisami, jak i skuteczne.&nbsp;<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2499911393\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2499911393\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-a96e6ab e-con-full e-flex e-con e-child\" data-id=\"a96e6ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-963a44a e-flex e-con-boxed e-con e-child\" data-id=\"963a44a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0f2ff4 elementor-widget elementor-widget-text-editor\" data-id=\"f0f2ff4\" data-element_type=\"widget\" data-e-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;\">Tworzymy odpowiednie dla danej dziedziny streszczenia i zautomatyzowane generowanie tekstu (np. dokumenty prawne, raporty finansowe lub instrukcje techniczne). Dzi\u0119ki naszym przep\u0142ywom pracy generowane tre\u015bci s\u0105 dok\u0142adne pod wzgl\u0119dem faktograficznym i zgodne z bran\u017cowym j\u0119zykiem, stylem i wymogami zgodno\u015bci. <\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2499911394\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2499911394\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-7251b0c e-con-full e-flex e-con e-child\" data-id=\"7251b0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8711b71 e-flex e-con-boxed e-con e-child\" data-id=\"8711b71\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5dcec60 elementor-widget elementor-widget-text-editor\" data-id=\"5dcec60\" data-element_type=\"widget\" data-e-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;\">Nasi eksperci w r\u00f3\u017cnych dziedzinach projektuj\u0105 niestandardowe przep\u0142ywy danych \u2014 od adnotacji tekst\u00f3w medycznych (np. notatek klinicznych, redakcji chronionych informacji dotycz\u0105cych zdrowia) po analiz\u0119 um\u00f3w prawnych lub normalizacj\u0119 transakcji finansowych. Stawiamy czo\u0142a wyzwaniom, zar\u00f3wno zwi\u0105zanym z regulacjami prawnymi, jak i specyficznym dla danej bran\u017cy, aby dostarcza\u0107 wiarygodne, zgodne z przepisami dane w specjalistycznych dziedzinach. <\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2499911395\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2499911395\" data-tab-index=\"5\" style=\"--n-tabs-title-order: 5;\" class=\" elementor-element elementor-element-63b60dc e-con-full e-flex e-con e-child\" data-id=\"63b60dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e1e7f9b e-flex e-con-boxed e-con e-child\" data-id=\"e1e7f9b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-166a645 elementor-widget elementor-widget-text-editor\" data-id=\"166a645\" data-element_type=\"widget\" data-e-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;\">Zbieramy, adnotujemy i dopasowujemy tekstowe zapytania do baz danych z odpowiadaj\u0105cymi im instrukcjami SQL w wielu dialektach (MySQL, PostgreSQL, SQL Server itp.). Te dane szkoleniowe zasilaj\u0105 modele sztucznej inteligencji, kt\u00f3re konwertuj\u0105 zapytania w zwyk\u0142ym j\u0119zyku na prawid\u0142owy SQL, umo\u017cliwiaj\u0105c u\u017cytkownikom nietechnicznym dost\u0119p do informacji bez pisania kodu.<\/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\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Zobacz, jak wiod\u0105ce firmy wykorzystuj\u0105 nasze us\u0142ugi adnotacji i etykietowania danych do zasilania aplikacji AI w \u015bwiecie rzeczywistym.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":58548,"menu_order":7,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"folder":[46],"class_list":["post-58552","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Przypadki u\u017cycia i zastosowanie w \u015bwiecie rzeczywistym | DATAmundi<\/title>\n<meta name=\"description\" content=\"Zobacz, jak wiod\u0105ce firmy wykorzystuj\u0105 nasze us\u0142ugi adnotacji i etykietowania danych do zasilania aplikacji AI w \u015bwiecie rzeczywistym.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Przypadki u\u017cycia i zastosowanie w \u015bwiecie rzeczywistym\" \/>\n<meta property=\"og:description\" content=\"Zobacz, jak wiod\u0105ce firmy wykorzystuj\u0105 nasze us\u0142ugi adnotacji i etykietowania danych do zasilania aplikacji AI w \u015bwiecie rzeczywistym.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dmi5324.dotlogicstest.com\/pl\/uslugi-danych-ai\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\/\" \/>\n<meta property=\"og:site_name\" content=\"DATAmundi\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-30T18:21:09+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minut\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/uslugi-danych-ai\\\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\\\/\",\"url\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/uslugi-danych-ai\\\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\\\/\",\"name\":\"Przypadki u\u017cycia i zastosowanie w \u015bwiecie rzeczywistym | DATAmundi\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/#website\"},\"datePublished\":\"2025-03-21T17:39:51+00:00\",\"dateModified\":\"2025-07-30T18:21:09+00:00\",\"description\":\"Zobacz, jak wiod\u0105ce firmy wykorzystuj\u0105 nasze us\u0142ugi adnotacji i etykietowania danych do zasilania aplikacji AI w \u015bwiecie rzeczywistym.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/uslugi-danych-ai\\\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\\\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/uslugi-danych-ai\\\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/uslugi-danych-ai\\\/przypadki-uzycia-i-zastosowanie-w-swiecie-rzeczywistym\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Us\u0142ugi w zakresie danych AI\",\"item\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/uslugi-danych-ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Przypadki u\u017cycia i zastosowanie w \u015bwiecie rzeczywistym\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/#website\",\"url\":\"https:\\\/\\\/dmi5324.dotlogicstest.com\\\/pl\\\/\",\"name\":\"DATAmundi\",\"description\":\"Our Data. 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