{"id":21266,"date":"2025-08-12T08:00:29","date_gmt":"2025-08-12T01:00:29","guid":{"rendered":"https:\/\/vbee.vn\/blog\/?p=21266"},"modified":"2025-08-12T16:44:01","modified_gmt":"2025-08-12T09:44:01","slug":"dao-duc-trach-nhiem-su-dung-ai","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/","title":{"rendered":"Nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m trong s\u1eed d\u1ee5ng AI"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\"><div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung ch\u00ednh<\/p><span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#1_Tong_quan_AI_tai_Viet_Nam\" >1. T\u1ed5ng quan AI t\u1ea1i Vi\u1ec7t Nam<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#11_Chinh_sach_ho_tro_tri_tue_nhan_tao_tu_chinh_phu\" >1.1. Ch\u00ednh s\u00e1ch h\u1ed7 tr\u1ee3 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1eeb ch\u00ednh ph\u1ee7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#12_Ung_dung_tri_tue_so_trong_doanh_nghiep_Viet_Nam\" >1.2. \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 s\u1ed1 trong doanh nghi\u1ec7p Vi\u1ec7t Nam<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#13_Cac_cong_ty_khoi_nghiep_AI_tai_Viet_Nam\" >1.3. C\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p AI t\u1ea1i Vi\u1ec7t Nam<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#131_FPTAI\" >1.3.1 FPT.AI\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#132_Viettel_AI\" >1.3.2 Viettel AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#133_Vin_AI\" >1.3.3 Vin AI\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#134_Vbee\" >1.3.4 Vbee<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#135_Zalo_AI\" >1.3.5 Zalo AI<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#2_Van_de_dao_duc_khi_su_dung_va_phat_trien_AI\" >2. V\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c khi s\u1eed d\u1ee5ng v\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#21_Quyen_rieng_tu_va_bao_mat_du_lieu\" >2.1 Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#22_Van_de_quyen_rieng_tu_trong_AI\" >2.2. V\u1ea5n \u0111\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 trong AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#23_An_toan_va_bao_mat\" >2.3 An to\u00e0n v\u00e0 b\u1ea3o m\u1eadt<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#24_Van_de_lao_dong_va_viec_lam\" >2.4 V\u1ea5n \u0111\u1ec1 lao \u0111\u1ed9ng v\u00e0 vi\u1ec7c l\u00e0m<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#25_Tac_dong_xa_hoi\" >2.5 T\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#26_Cong_bang_va_minh_bach\" >2.6 C\u00f4ng b\u1eb1ng v\u00e0 minh b\u1ea1ch\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#3_Dinh_kien_trong_thuat_toan\" >3. \u0110\u1ecbnh ki\u1ebfn trong thu\u1eadt to\u00e1n<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#31_Nguon_goc_cua_dinh_kien_trong_AI\" >3.1. Ngu\u1ed3n g\u1ed1c c\u1ee7a \u0111\u1ecbnh ki\u1ebfn trong AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#32_Cach_khac_phuc_dinh_kien_trong_AI\" >3.2. C\u00e1ch kh\u1eafc ph\u1ee5c \u0111\u1ecbnh ki\u1ebfn trong AI<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#4_Trach_nhiem_phap_ly_khi_su_dung_AI\" >4. Tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd khi s\u1eed d\u1ee5ng AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#41_Trach_nhiem_cua_doanh_nghiep_phat_trien_AI\" >4.1. Tr\u00e1ch nhi\u1ec7m c\u1ee7a doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#42_Trach_nhiem_cua_nguoi_dung_AI\" >4.2. Tr\u00e1ch nhi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#43_Trach_nhiem_cua_chinh_phu_va_co_quan_quan_ly\" >4.3. Tr\u00e1ch nhi\u1ec7m c\u1ee7a ch\u00ednh ph\u1ee7 v\u00e0 c\u01a1 quan qu\u1ea3n l\u00fd<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#5_Mot_so_cau_hoi_thuong_gap_ve_dao_duc_va_trach_nhiem_khi_su_dung_AI\" >5. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m khi s\u1eed d\u1ee5ng AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#51_AI_co_the_vi_pham_quyen_rieng_tu_cua_nguoi_dung_nhu_the_nao\" >5.1 AI c\u00f3 th\u1ec3 vi ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng nh\u01b0 th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#52_Dinh_kien_trong_thuat_toan_AI_xuat_phat_tu_dau_va_cach_khac_phuc\" >5.2 \u0110\u1ecbnh ki\u1ebfn trong thu\u1eadt to\u00e1n AI xu\u1ea5t ph\u00e1t t\u1eeb \u0111\u00e2u v\u00e0 c\u00e1ch kh\u1eafc ph\u1ee5c?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#53_AI_co_the_thay_the_hoan_toan_con_nguoi_trong_cong_viec_khong\" >5.3 AI c\u00f3 th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi trong c\u00f4ng vi\u1ec7c kh\u00f4ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/vbee.vn\/blog\/ai\/dao-duc-trach-nhiem-su-dung-ai\/#55_Lam_the_nao_de_dam_bao_AI_hoat_dong_minh_bach_va_cong_bang\" >5.5 L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o AI ho\u1ea1t \u0111\u1ed9ng minh b\u1ea1ch v\u00e0 c\u00f4ng b\u1eb1ng?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><p><strong>AI ph\u00e1t tri\u1ec3n \u0111\u1eb7t ra nhi\u1ec1u th\u00e1ch th\u1ee9c v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m. H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 quy\u1ec1n b\u1ea3o m\u1eadt, ri\u00eang t\u01b0 c\u0169ng nh\u01b0 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd khi s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y hi\u1ec7n nay.<\/strong><\/p><p style=\"text-align: center;\"><p><iframe style=\"position: relative; top: 0px; border: none;\" title=\"H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng\" src=\"https:\/\/vbee.vn\/demo\" width=\"100%\" height=\"320\"><\/iframe><\/p><h2><span class=\"ez-toc-section\" id=\"1_Tong_quan_AI_tai_Viet_Nam\"><\/span>1. T\u1ed5ng quan AI t\u1ea1i Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"11_Chinh_sach_ho_tro_tri_tue_nhan_tao_tu_chinh_phu\"><\/span>1.1. Ch\u00ednh s\u00e1ch h\u1ed7 tr\u1ee3 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1eeb ch\u00ednh ph\u1ee7<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Ng\u00e0y 5\/12, Ch\u00ednh ph\u1ee7 Vi\u1ec7t Nam v\u00e0 Nvidia v\u1eeba k\u00fd k\u1ebft m\u1edf Trung t\u00e2m Nghi\u00ean c\u1ee9u v\u00e0 Ph\u00e1t tri\u1ec3n <a href=\"https:\/\/vbee.vn\/blog\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (Vietnam Research and Development Center &#8211; VRDC) v\u00e0 Trung t\u00e2m D\u1eef li\u1ec7u AI nh\u1eb1m th\u00fac \u0111\u1ea9y \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Hai trung t\u00e2m \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 n\u1ec1n t\u1ea3ng gi\u00fap Nvidia c\u00f9ng c\u00e1c \u0111\u1ed1i t\u00e1c trong n\u01b0\u1edbc tri\u1ec3n khai h\u1ec7 th\u1ed1ng th\u00f4ng minh ti\u00ean ti\u1ebfn, m\u1edf ra c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n ng\u00e0nh c\u00f4ng ngh\u1ec7 t\u1ef7 USD &#8211; c\u00f4ng ngh\u1ec7 AI nh\u1eefng n\u0103m t\u1edbi.<\/p><figure id=\"attachment_21270\" aria-describedby=\"caption-attachment-21270\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21270\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/chinh-sach-ho-tro-tri-tue-nhan-tao-tu-chinh-phu-1.webp\" alt=\"Ch\u00ednh ph\u1ee7 Vi\u1ec7t Nam v\u00e0 t\u1eadp \u0111o\u00e0n Nvidia k\u00fd k\u1ebft th\u1ecfa thu\u1eadn m\u1edf ra c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n m\u1edbi cho c\u00f4ng ngh\u1ec7 AI.\" width=\"768\" height=\"511\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/chinh-sach-ho-tro-tri-tue-nhan-tao-tu-chinh-phu-1.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/chinh-sach-ho-tro-tri-tue-nhan-tao-tu-chinh-phu-1-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21270\" class=\"wp-caption-text\">Ch\u00ednh ph\u1ee7 Vi\u1ec7t Nam v\u00e0 t\u1eadp \u0111o\u00e0n Nvidia k\u00fd k\u1ebft th\u1ecfa thu\u1eadn m\u1edf ra c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n m\u1edbi cho c\u00f4ng ngh\u1ec7 AI. (Ngu\u1ed3n: plo.vn)<\/figcaption><\/figure><ul><li>Chi\u1ebfn l\u01b0\u1ee3c qu\u1ed1c gia v\u1ec1 AI:\u00a0<\/li><\/ul><p>Vi\u1ec7t Nam \u0111\u00e3 ban h\u00e0nh Chi\u1ebfn l\u01b0\u1ee3c qu\u1ed1c gia v\u1ec1 nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 s\u1ed1 \u0111\u1ebfn n\u0103m 2030 nh\u1eb1m \u0111\u01b0a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI tr\u1edf th\u00e0nh m\u1ed9t l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 then ch\u1ed1t trong cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0. T\u1eeb \u0111\u00f3, g\u00f3p ph\u1ea7n t\u1ea1o ra nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong n\u0103ng l\u1ef1c s\u1ea3n xu\u1ea5t, n\u00e2ng cao s\u1ee9c c\u1ea1nh tranh c\u1ee7a qu\u1ed1c gia v\u00e0 th\u00fac \u0111\u1ea9y kinh t\u1ebf ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng b\u1ec1n v\u1eefng.<\/p><p>Chi\u1ebfn l\u01b0\u1ee3c \u0111\u1eb7t ra m\u1ee5c ti\u00eau \u0111\u01b0a Vi\u1ec7t Nam tr\u1edf th\u00e0nh m\u1ed9t trong n\u0103m qu\u1ed1c gia d\u1eabn \u0111\u1ea7u ASEAN v\u00e0 thu\u1ed9c nh\u00f3m 60 qu\u1ed1c gia d\u1eabn \u0111\u1ea7u th\u1ebf gi\u1edbi trong nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u1ed3ng th\u1eddi, h\u01b0\u1edbng t\u1edbi x\u00e2y d\u1ef1ng n\u0103m th\u01b0\u01a1ng hi\u1ec7u AI c\u00f3 uy t\u00edn trong khu v\u1ef1c v\u00e0 thi\u1ebft l\u1eadp m\u1ed9t trung t\u00e2m qu\u1ed1c gia chuy\u00ean v\u1ec1 l\u01b0u tr\u1eef <a href=\"https:\/\/vbee.vn\/blog\/ai\/cong-nghe-nen-tang-cua-ai\/\">d\u1eef li\u1ec7u l\u1edbn<\/a>, t\u00ednh to\u00e1n hi\u1ec7u n\u0103ng cao.<\/p><p>Ngo\u00e0i ra, c\u1ea7n t\u1eadp trung nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u00e0 Vi\u1ec7t Nam c\u00f3 ti\u1ec1m n\u0103ng c\u1ea1nh tranh cao. \u01afu ti\u00ean \u0111\u1ea7u t\u01b0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 th\u00f4ng minh trong c\u00e1c l\u0129nh v\u1ef1c tr\u1ecdng \u0111i\u1ec3m nh\u01b0 qu\u1ed1c ph\u00f2ng, an ninh, qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean, m\u00f4i tr\u01b0\u1eddng, d\u1ecbch v\u1ee5 cho c\u1ed9ng \u0111\u1ed3ng v\u00e0 th\u00fac \u0111\u1ea9y m\u1ea1nh m\u1ebd s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng AI c\u0169ng nh\u01b0 c\u00e1c startup v\u1ec1 AI.<\/p><p>Chi\u1ebfn l\u01b0\u1ee3c c\u0169ng x\u00e1c \u0111\u1ecbnh t\u1ea7m nh\u00ecn \u0111\u1ebfn n\u0103m 2030, AI \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i trong kinh t\u1ebf s\u1ed1, ch\u00ednh ph\u1ee7 s\u1ed1, x\u00e3 h\u1ed9i s\u1ed1, th\u00f4ng minh h\u00f3a c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh t\u1ebf x\u00e3 h\u1ed9i. C\u00f9ng v\u1edbi \u0111\u00f3, h\u00ecnh th\u00e0nh l\u1ef1c l\u01b0\u1ee3ng l\u00e3nh \u0111\u1ea1o, ng\u01b0\u1eddi lao \u0111\u1ed9ng c\u00f3 t\u01b0 duy v\u00e0 k\u1ef9 n\u0103ng trong vi\u1ec7c s\u1eed d\u1ee5ng AI \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 th\u1ef1c ti\u1ec5n.\u00a0 \u00a0\u00a0<\/p><ul><li>H\u1ed7 tr\u1ee3 t\u00e0i ch\u00ednh v\u00e0 ch\u00ednh s\u00e1ch khuy\u1ebfn kh\u00edch doanh nghi\u1ec7p:\u00a0<\/li><\/ul><p>Nh\u1eb1m th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 \u1ee9ng d\u1ee5ng AI t\u1ea1i Vi\u1ec7t Nam, Ch\u00ednh ph\u1ee7 \u0111\u00e3 ban h\u00e0nh nhi\u1ec1u ch\u00ednh s\u00e1ch, h\u1ed7 tr\u1ee3 t\u00e0i ch\u00ednh v\u00e0 khuy\u1ebfn kh\u00edch doanh nghi\u1ec7p. Trong \u0111\u00f3, Qu\u1ef9 \u0110\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o Qu\u1ed1c gia c\u1ee7a ch\u00ednh ph\u1ee7 \u0111\u00e3 \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u1edbi m\u1ee5c ti\u00eau h\u1ed7 tr\u1ee3 v\u00e0 th\u00fac \u0111\u1ea9y c\u00e1c ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n, \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7. \u0110\u1ed3ng th\u1eddi, th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o trong n\u01b0\u1edbc th\u00f4ng qua c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u00e0i tr\u1ee3, \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u, cung c\u1ea5p ngu\u1ed3n l\u1ef1c cho c\u00e1c startup v\u00e0 doanh nghi\u1ec7p.\u00a0<\/p><p>Ngo\u00e0i ra, c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh Make in Vietnam c\u0169ng l\u00e0 m\u1ed9t s\u00e1ng ki\u1ebfn quan tr\u1ecdng nh\u1eb1m th\u00fac \u0111\u1ea9y doanh nghi\u1ec7p Vi\u1ec7t nghi\u00ean c\u1ee9u, s\u00e1ng t\u1ea1o, ph\u00e1t tri\u1ec3n v\u00e0 s\u1ea3n xu\u1ea5t c\u00e1c s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 ngay trong n\u01b0\u1edbc. Make in Vietnam khuy\u1ebfn kh\u00edch c\u00e1c doanh nghi\u1ec7p l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7, t\u1eeb kh\u00e2u nghi\u00ean c\u1ee9u, thi\u1ebft k\u1ebf cho \u0111\u1ebfn s\u1ea3n xu\u1ea5t v\u00e0 th\u01b0\u01a1ng m\u1ea1i h\u00f3a thay v\u00ec ch\u1ec9 tham gia l\u1eafp r\u00e1p, gia c\u00f4ng nh\u01b0 tr\u01b0\u1edbc \u0111\u00e2y.\u00a0<\/p><figure id=\"attachment_21269\" aria-describedby=\"caption-attachment-21269\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21269\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/chinh-sach-ho-tro-tri-tue-nhan-tao-tu-chinh-phu-2.webp\" alt=\"Ch\u01b0\u01a1ng tr\u00ecnh Make in Vietnam khuy\u1ebfn kh\u00edch doanh nghi\u1ec7p Vi\u1ec7t l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7.\" width=\"768\" height=\"573\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/chinh-sach-ho-tro-tri-tue-nhan-tao-tu-chinh-phu-2.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/chinh-sach-ho-tro-tri-tue-nhan-tao-tu-chinh-phu-2-300x224.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21269\" class=\"wp-caption-text\">Ch\u01b0\u01a1ng tr\u00ecnh Make in Vietnam khuy\u1ebfn kh\u00edch doanh nghi\u1ec7p Vi\u1ec7t l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7. (Ngu\u1ed3n: vnecdn.net)<\/figcaption><\/figure><p>Qua \u0111\u00f3, t\u1ea1o ra nh\u1eefng th\u01b0\u01a1ng hi\u1ec7u c\u00f4ng ngh\u1ec7 Vi\u1ec7t mang t\u1ea7m khu v\u1ef1c v\u00e0 to\u00e0n c\u1ea7u, \u0111\u00f3ng g\u00f3p t\u00edch c\u1ef1c v\u00e0o qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong c\u00e1c ng\u00e0nh kinh t\u1ebf, x\u00e3 h\u1ed9i v\u00e0 ch\u00ednh ph\u1ee7. \u0110\u1eb7c bi\u1ec7t gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00f4ng ngh\u1ec7 n\u01b0\u1edbc ngo\u00e0i, th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng c\u1ee7a n\u1ec1n c\u00f4ng nghi\u1ec7p c\u00f4ng ngh\u1ec7 s\u1ed1.<\/p><h3><span class=\"ez-toc-section\" id=\"12_Ung_dung_tri_tue_so_trong_doanh_nghiep_Viet_Nam\"><\/span>1.2. \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 s\u1ed1 trong doanh nghi\u1ec7p Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng<\/li><\/ul><p>Nhi\u1ec1u t\u1eadp \u0111o\u00e0n v\u00e0 c\u00e1c c\u00f4ng ty s\u1ea3n xu\u1ea5t l\u1edbn t\u1ea1i Vi\u1ec7t Nam nh\u01b0 VinFast, Viettel \u0111\u00e3 <a href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-cong-nghiep\/\">\u1ee9ng d\u1ee5ng AI trong ng\u00e0nh c\u00f4ng nghi\u1ec7p<\/a> \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u. C\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh c\u1ee7a VinFast s\u1edf h\u1eefu h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 k\u1ebft n\u1ed1i m\u1ea1ng \u0111\u1ec3 thu th\u1eadp, ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Qua \u0111\u00f3, t\u1ea1o ra s\u1ef1 k\u1ebft n\u1ed1i \u0111\u1ed3ng b\u1ed9 gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb c\u00f9ng to\u00e0n b\u1ed9 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t gi\u00fap doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i d\u1ec5 d\u00e0ng to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng, t\u1eeb kh\u00e2u thi\u1ebft k\u1ebf, s\u1ea3n xu\u1ea5t \u0111\u1ebfn khi s\u1ea3n ph\u1ea9m \u0111\u1ebfn tay kh\u00e1ch h\u00e0ng.<\/p><p>Trong khi \u0111\u00f3, Viettel Post l\u00e0 \u0111\u01a1n v\u1ecb d\u1eabn \u0111\u1ea7u trong vi\u1ec7c nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 logistics th\u00f4ng minh t\u1ea1i Vi\u1ec7t Nam, v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn nh\u01b0 h\u1ec7 th\u1ed1ng robot t\u1ef1 \u0111\u1ed9ng (Robot chia ch\u1ecdn t\u1ef1 \u0111\u1ed9ng (AGV Sorting), Robot v\u1eadn chuy\u1ec3n t\u1ef1 h\u00e0nh (AGV Picking), Robot ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng (ARM)), qu\u1ea3n l\u00fd kho v\u00e0 v\u1eadn t\u1ea3i th\u00f4ng minh. \u0110\u00e2y l\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p ki\u1ec3m tra, qu\u1ea3n l\u00fd, ph\u00e2n lo\u1ea1i, v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a t\u1ef1 \u0111\u1ed9ng v\u1edbi t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd ch\u00ednh x\u00e1c, nhanh ch\u00f3ng m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a con ng\u01b0\u1eddi.\u00a0 \u00a0\u00a0<\/p><ul><li>C\u00f4ng ngh\u1ec7 s\u1ed1 th\u00f4ng minh trong d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u00e0 ng\u00e2n h\u00e0ng<\/li><\/ul><p>Trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng, Vietcombank v\u00e0 VPBank l\u00e0 nh\u1eefng c\u00e1i t\u00ean ti\u00eau bi\u1ec3u s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng, ph\u00e1t hi\u1ec7n gian l\u1eadn t\u00e0i ch\u00ednh v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u1ee5 th\u1ec3, Vietcombank s\u1eed d\u1ee5ng <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/tro-ly-ao-la-gi\/\">tr\u1ee3 l\u00fd \u1ea3o<\/a> VCB Digibot \u0111\u1ec3 <a href=\"https:\/\/vbee.vn\/blog\/usecase\/ai-trong-cham-soc-khach-hang\/\">ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/a>. VCB Digibot h\u1ed7 tr\u1ee3 ph\u1ea3n h\u1ed3i t\u1ee9c th\u00ec 24\/7 v\u00e0 g\u1ea7n nh\u01b0 ch\u00ednh x\u00e1c c\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p c\u1ee7a ng\u01b0\u1eddi d\u00f9ng nh\u01b0 th\u1ebb, l\u00e3i su\u1ea5t, cho vay, th\u00f4ng tin \u01b0u \u0111\u00e3i, t\u1ef7 gi\u00e1\u2026\u00a0<\/p><p>VPBank s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong c\u00e1c l\u0129nh v\u1ef1c t\u00edn d\u1ee5ng c\u00e1 nh\u00e2n, giao d\u1ecbch ngo\u1ea1i t\u1ec7 v\u00e0 ng\u00e2n h\u00e0ng s\u1ed1\u2026 th\u00f4ng qua c\u00e1c app VPBank NEO, kiosk bank VPBank NEO Express,&#8230; <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/chatbot-la-gi\/\">Chatbot<\/a> h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng gi\u00fap gi\u1ea3m th\u1eddi gian ch\u1edd \u0111\u1ee3i. B\u00ean c\u1ea1nh \u0111\u00f3, VPBank c\u0169ng ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng VPDirect \u1ee9ng d\u1ee5ng tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o gi\u00e1m s\u00e1t giao d\u1ecbch, ph\u00e1t hi\u1ec7n c\u00e1c h\u00e0nh vi gian l\u1eadn v\u00e0 r\u1ee7i ro \u0111\u1ec3 n\u00e2ng cao b\u1ea3o m\u1eadt h\u1ec7 th\u1ed1ng ng\u00e2n h\u00e0ng.\u00a0<\/p><figure id=\"attachment_21271\" aria-describedby=\"caption-attachment-21271\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21271\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/ung-dung-tri-tue-so-trong-doanh-nghiep-viet-nam.webp\" alt=\"VPBank \u1ee9ng d\u1ee5ng AI n\u00e2ng cao t\u00ednh b\u1ea3o m\u1eadt cho kh\u00e1ch h\u00e0ng.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/ung-dung-tri-tue-so-trong-doanh-nghiep-viet-nam.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/ung-dung-tri-tue-so-trong-doanh-nghiep-viet-nam-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21271\" class=\"wp-caption-text\">VPBank \u1ee9ng d\u1ee5ng AI n\u00e2ng cao t\u00ednh b\u1ea3o m\u1eadt cho kh\u00e1ch h\u00e0ng.\u00a0(Ngu\u1ed3n: vnecdn.net)<\/figcaption><\/figure><ul><li>Tr\u00ed tu\u1ec7 s\u1ed1 trong <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/linh-vuc\/y-te\/\">y t\u1ebf<\/a> v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe\u00a0<\/li><\/ul><p>C\u00e1c b\u1ec7nh vi\u1ec7n l\u1edbn nh\u01b0 B\u1ec7nh vi\u1ec7n Ch\u1ee3 R\u1eaby, B\u1ec7nh vi\u1ec7n Trung \u01b0\u01a1ng Hu\u1ebf, B\u1ec7nh vi\u1ec7n B\u1ea1ch Mai\u2026 \u0111\u00e3 <a href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/\">s\u1eed d\u1ee5ng AI trong y t\u1ebf<\/a> \u0111\u1ec3 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa v\u00e0 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh. Qua \u0111\u00f3, gi\u00fap c\u00e1c b\u00e1c s\u0129 c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c d\u1ea5u hi\u1ec7u c\u1ee7a b\u1ec7nh tim m\u1ea1ch, ung th\u01b0 v\u00e0 c\u00e1c b\u1ec7nh l\u00fd th\u1ea7n kinh th\u00f4ng qua d\u1eef li\u1ec7u ph\u00e2n t\u00edch t\u1eeb h\u00ecnh \u1ea3nh X-quang, MRI v\u00e0 CT scan.\u00a0<\/p><p>Ngo\u00e0i ra, h\u1ec7 th\u1ed1ng th\u00f4ng minh c\u0169ng \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong vi\u1ec7c h\u1ed7 tr\u1ee3 \u0111i\u1ec1u tr\u1ecb b\u1ec7nh nh\u00e2n t\u1eeb xa, qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n. AI c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u s\u1eed d\u1ee5ng gi\u01b0\u1eddng b\u1ec7nh, \u0111i\u1ec1u ph\u1ed1i l\u1ecbch kh\u00e1m ch\u1eefa b\u1ec7nh v\u00e0 qu\u1ea3n l\u00fd thu\u1ed1c men\u2026 nh\u1eb1m gi\u00fap b\u1ec7nh vi\u1ec7n ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p><h3><span class=\"ez-toc-section\" id=\"13_Cac_cong_ty_khoi_nghiep_AI_tai_Viet_Nam\"><\/span>1.3. C\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p AI t\u1ea1i Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h3><h4><span class=\"ez-toc-section\" id=\"131_FPTAI\"><\/span>1.3.1 FPT.AI\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h4><p><a href=\"https:\/\/fpt.ai\/\" rel=\"nofollow noopener\" target=\"_blank\">FPT.AI<\/a> l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 c\u1ee7a T\u1eadp \u0111o\u00e0n FPT, t\u1eadp trung v\u00e0o c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a. N\u1ec1n t\u1ea3ng FPT.AI cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p ch\u1ee7 l\u1ef1c g\u1ed3m:\u00a0<\/p><ul><li>FPT AI Chat\u00a0<\/li><li>FPT AI Engage &#8211; n\u1ec1n t\u1ea3ng x\u00e2y d\u1ef1ng, qu\u1ea3n l\u00fd h\u1ed9i tho\u1ea1i t\u1ef1 \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 <a href=\"https:\/\/vbee.vn\/blog\/ai\/xu-ly-ngon-ngu-tu-nhien-nlp\/\">x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/a><\/li><li>FPT AI Enhance &#8211; gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng t\u1ed5ng \u0111\u00e0i.\u00a0<\/li><li>FPT AI Read &#8211; c\u00f4ng c\u1ee5 tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb v\u0103n b\u1ea3n, s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u\u00a0<\/li><li>FPT AI eKYC &#8211; c\u00f4ng c\u1ee5 \u0111\u1ecbnh danh kh\u00e1ch h\u00e0ng \u0111i\u1ec7n t\u1eed, \u1ee9ng d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 <a href=\"https:\/\/vbee.vn\/blog\/ai\/computer-vision\/\">Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> ti\u00ean ti\u1ebfn nh\u1ea5t bao g\u1ed3m X\u00e1c \u0111\u1ecbnh k\u00fd t\u1ef1 quang h\u1ecdc (OCR), x\u00e1c minh th\u1ef1c th\u1ec3 s\u1ed1ng (Liveness Detection), nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t (Face Recognition).<\/li><\/ul><p>\u0110\u1ebfn nay, FPT.AI \u0111\u00e3 tri\u1ec3n khai h\u01a1n 3.125 chatbot, 3.200 Tr\u1ee3 l\u00fd \u1ea3o, ph\u1ee5c v\u1ee5 h\u01a1n 200 tri\u1ec7u t\u01b0\u01a1ng t\u00e1c gi\u1eefa doanh nghi\u1ec7p v\u00e0 kh\u00e1ch h\u00e0ng m\u1ed7i th\u00e1ng, gi\u00fap gi\u1ea3m \u0111\u1ebfn 40% chi ph\u00ed v\u00e0 t\u0103ng \u0111\u1ebfn 67% n\u0103ng su\u1ea5t cho doanh nghi\u1ec7p.<\/p><h4><span class=\"ez-toc-section\" id=\"132_Viettel_AI\"><\/span>1.3.2 Viettel AI<span class=\"ez-toc-section-end\"><\/span><\/h4><p><a href=\"https:\/\/viettelai.vn\/\" rel=\"nofollow noopener\" target=\"_blank\">Viettel AI<\/a> l\u00e0 \u0111\u01a1n v\u1ecb t\u1eadp trung v\u00e0o nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 \u1ee9ng d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong c\u00e1c s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 c\u00f4ng ngh\u1ec7. Viettel AI t\u1eadp trung khai th\u00e1c nh\u1eefng l\u0129nh v\u1ef1c nh\u01b0: c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/vietnamese-vi\/\">Ti\u1ebfng Vi\u1ec7t<\/a> (Natural Language Processing); d\u1eef li\u1ec7u l\u1edbn (Big Data); c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision)\u2026\u00a0<\/p><p>M\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a Viettel AI:\u00a0<\/p><ul><li>Cyberbot: h\u1ed7 tr\u1ee3 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng v\u1edbi Chatbot v\u00e0 <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/ung-dung-callbot-nganh-ngan-hang\/\">Callbot<\/a>.\u00a0<\/li><li>REPUTA: cung c\u1ea5p gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn, h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c qu\u1ea3n l\u00fd hi\u1ec7u qu\u1ea3 h\u00ecnh \u1ea3nh th\u01b0\u01a1ng hi\u1ec7u v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng.\u00a0<\/li><li>Voice Note: \u1ee9ng d\u1ee5ng ghi ch\u00fa h\u1ed9i tho\u1ea1i th\u00f4ng minh gi\u1ecdng n\u00f3i ti\u1ebfng Vi\u1ec7t nh\u1eb1m h\u1ed7 tr\u1ee3 c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng nh\u00e0 b\u00e1o, h\u1ecdc sinh\/sinh vi\u00ean, nh\u00e0 s\u00e1ng t\u1ea1o n\u1ed9i dung,\u2026) d\u1ec5 d\u00e0ng chuy\u1ec3n \u0111\u1ed5i c\u00e1c n\u1ed9i dung \u00e2m thanh sang v\u0103n b\u1ea3n.<\/li><\/ul><figure id=\"attachment_21272\" aria-describedby=\"caption-attachment-21272\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21272\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Viettel-AI.webp\" alt=\"REPUTA - gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn.\" width=\"768\" height=\"402\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Viettel-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Viettel-AI-300x157.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21272\" class=\"wp-caption-text\">REPUTA &#8211; gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. (Ngu\u1ed3n: dantri.com.vn)<\/figcaption><\/figure><h4><span class=\"ez-toc-section\" id=\"133_Vin_AI\"><\/span>1.3.3 Vin AI\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h4><p>VinAI, m\u1ed9t c\u00f4ng ty con c\u1ee7a Vingroup, t\u1eadp trung v\u00e0o nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) nh\u1eb1m gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n th\u1ef1c t\u1ebf v\u00e0 mang l\u1ea1i nh\u1eefng gi\u00e1 tr\u1ecb thi\u1ebft th\u1ef1c cho cu\u1ed9c s\u1ed1ng. C\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a VinAI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c, t\u1eeb giao th\u00f4ng v\u1eadn t\u1ea3i, an ninh \u0111\u1ebfn ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/p><p>C\u00e1c d\u00f2ng s\u1ea3n ph\u1ea9m ch\u00ednh c\u1ee7a VinAI:\u00a0<\/p><ul><li>Smart Mobility: d\u00f2ng s\u1ea3n ph\u1ea9m d\u00e0nh cho \u00f4 t\u00f4 th\u00f4ng minh g\u1ed3m h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t ng\u01b0\u1eddi l\u00e1i (DMS), h\u1ec7 th\u1ed1ng quan s\u00e1t to\u00e0n c\u1ea3nh 360 \u0111\u1ed9, MirrorSense &#8211; c\u00f4ng ngh\u1ec7 \u0111i\u1ec1u ch\u1ec9nh g\u01b0\u01a1ng chi\u1ebfu h\u1eadu t\u1ef1 \u0111\u1ed9ng<\/li><li>Smart Data: gi\u1ea3i ph\u00e1p d\u00e0nh cho vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.\u00a0<\/li><li>Smart Edge: s\u1ea3n ph\u1ea9m d\u00e0nh cho ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/li><\/ul><h4><span class=\"ez-toc-section\" id=\"134_Vbee\"><\/span>1.3.4 Vbee<span class=\"ez-toc-section-end\"><\/span><\/h4><p>Vbee l\u00e0 m\u1ed9t c\u00f4ng ty c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u t\u1ea1i Vi\u1ec7t Nam, chuy\u00ean cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) trong l\u0129nh v\u1ef1c x\u1eed l\u00fd ng\u00f4n ng\u1eef v\u00e0 gi\u1ecdng n\u00f3i ti\u1ebfng Vi\u1ec7t. V\u1edbi m\u1ee5c ti\u00eau t\u1ea1o ra c\u00f4ng ngh\u1ec7 gi\u1ecdng n\u00f3i th\u00f4ng minh v\u00e0 t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng, Vbee AI \u0111\u00e3 ph\u00e1t tri\u1ec3n nhi\u1ec1u s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 ph\u1ee5c v\u1ee5 doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00f9ng.<\/p><p>C\u00e1c s\u1ea3n ph\u1ea9m n\u1ed5i b\u1eadt c\u1ee7a Vbee AI:\u00a0<\/p><ul><li>Vbee AIVoice: s\u1ea3n ph\u1ea9m ch\u1ee7 l\u1ef1c c\u1ee7a Vbee v\u1edbi c\u00e1c d\u00f2ng s\u1ea3n ph\u1ea9m v\u1ec1 gi\u1ecdng n\u00f3i nh\u00e2n t\u1ea1o t\u1ef1 nhi\u00ean nh\u01b0 ng\u01b0\u1eddi th\u1eadt. \u0110\u00e1ng k\u1ec3 \u0111\u1ebfn nh\u01b0 s\u1ea3n ph\u1ea9m nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i (Vbee Voice Cloning), <a href=\"https:\/\/vbee.vn\/ai-dubbing\">l\u1ed3ng ti\u1ebfng AI<\/a> (Vbee AI Dubbing), Vbee AIVoice <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/api-la-gi\/\">API<\/a>,&#8230; Vbee Text to Speech h\u1ed7 tr\u1ee3 <a href=\"https:\/\/vbee.vn\">chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i<\/a> t\u1edbi h\u01a1n 50 ng\u00f4n ng\u1eef kh\u00e1c nhau, \u0111a d\u1ea1ng v\u1ec1 gi\u1edbi t\u00ednh, v\u00f9ng mi\u1ec1n. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u00f9y ch\u1ec9nh gi\u1ecdng n\u00f3i theo nhi\u1ec1u phong c\u00e1ch kh\u00e1c nhau v\u00e0 c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng v\u00e0o nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 s\u1ea3n xu\u1ea5t n\u1ed9i dung, e-learning, audiobook, chatbot,&#8230;<\/li><li>Vbee AICall: tr\u1ee3 l\u00fd \u201c\u1ea3o\u201d thay th\u1ebf t\u1ed5ng \u0111\u00e0i vi\u00ean gi\u00fap gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc li\u00ean quan \u0111\u1ebfn s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5, kh\u1ea3o s\u00e1t \u0111\u1ec3 l\u1ea5y \u00fd ki\u1ebfn kh\u00e1ch h\u00e0ng, th\u00f4ng b\u00e1o c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh khuy\u1ebfn m\u00e3i, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng ng\u00e0y d\u1ecbp sinh nh\u1eadt hay nh\u1eefng ng\u00e0y l\u1ec5 l\u1edbn\u2026<\/li><\/ul><figure id=\"attachment_21273\" aria-describedby=\"caption-attachment-21273\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21273\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/vbee.webp\" alt=\"Vbee AIVoice l\u00e0 n\u1ec1n t\u1ea3ng tr\u1ee3 l\u00fd \u1ea3o ti\u1ebfng Vi\u1ec7t h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay.\" width=\"768\" height=\"382\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/vbee.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/vbee-300x149.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21273\" class=\"wp-caption-text\">Vbee AIVoice l\u00e0 n\u1ec1n t\u1ea3ng tr\u1ee3 l\u00fd \u1ea3o ti\u1ebfng Vi\u1ec7t h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay.<\/figcaption><\/figure><h4><span class=\"ez-toc-section\" id=\"135_Zalo_AI\"><\/span>1.3.5 Zalo AI<span class=\"ez-toc-section-end\"><\/span><\/h4><p>Zalo AI l\u00e0 t\u1eadp h\u1ee3p c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi VNG Corporation, nh\u1eb1m mang \u0111\u1ebfn nh\u1eefng tr\u1ea3i nghi\u1ec7m ti\u1ec7n l\u1ee3i v\u00e0 th\u00f4ng minh h\u01a1n cho ng\u01b0\u1eddi d\u00f9ng Zalo. Zalo AI s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, x\u1eed l\u00fd gi\u1ecdng n\u00f3i, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m nh\u01b0:\u00a0\u00a0<\/p><ul><li>Zalo AI Avatar: t\u1ea1o \u1ea3nh \u0111\u1ea1i di\u1ec7n c\u00e1 nh\u00e2n ch\u1ec9 v\u1edbi m\u1ed9t b\u1ee9c \u1ea3nh selfie.\u00a0<\/li><li>Zalo AI Chat: tr\u00f2 chuy\u1ec7n v\u1edbi chatbot th\u00f4ng minh, h\u1ed7 tr\u1ee3 gi\u1ea3i \u0111\u00e1p c\u00e1c th\u1eafc m\u1eafc, \u0111\u1eb7t h\u00e0ng, mua s\u1eafm,&#8230;\u00a0<\/li><li>Zalo AI D\u1ecbch: d\u1ecbch v\u0103n b\u1ea3n v\u00e0 gi\u1ecdng n\u00f3i \u0111a ng\u00f4n ng\u1eef nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c.\u00a0<\/li><li>Zalo AI Filter: ch\u1ec9nh s\u1eeda \u1ea3nh v\u00e0 video v\u1edbi c\u00e1c b\u1ed9 l\u1ecdc AI \u0111\u1ed9c \u0111\u00e1o.\u00a0<\/li><li>Zalo AI Nh\u1ea1c: t\u00ecm ki\u1ebfm v\u00e0 \u0111\u1ec1 xu\u1ea5t nh\u1ea1c theo s\u1edf th\u00edch c\u00e1 nh\u00e2n d\u1ef1a tr\u00ean th\u00f3i quen nghe nh\u1ea1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li><li>Zalo AI Game: ch\u01a1i game mini gi\u1ea3i tr\u00ed ngay tr\u00ean Zalo v\u1edbi s\u1ef1 t\u00edch h\u1ee3p c\u1ee7a AI.<\/li><\/ul><h2><span class=\"ez-toc-section\" id=\"2_Van_de_dao_duc_khi_su_dung_va_phat_trien_AI\"><\/span>2. V\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c khi s\u1eed d\u1ee5ng v\u00e0 ph\u00e1t tri\u1ec3n AI<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"21_Quyen_rieng_tu_va_bao_mat_du_lieu\"><\/span>2.1 Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<span class=\"ez-toc-section-end\"><\/span><\/h3><p>\u0110\u1ec3 n\u1ec1n t\u1ea3ng AI ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3, vi\u1ec7c x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn (Big Data) l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t. Big Data cung c\u1ea5p ngu\u1ed3n th\u00f4ng tin phong ph\u00fa, gi\u00fap AI h\u1ecdc h\u1ecfi, d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n. Tuy nhi\u00ean, \u0111i\u1ec1u n\u00e0y \u0111\u1eb7t ra <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/thach-thuc-han-che\/\">th\u00e1ch th\u1ee9c<\/a> l\u1edbn v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. Vi\u1ec7c c\u00e2n b\u1eb1ng gi\u1eefa khai th\u00e1c d\u1eef li\u1ec7u v\u00e0 b\u1ea3o v\u1ec7 <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/quyen-rieng-tu-bao-mat\/\">quy\u1ec1n ri\u00eang t\u01b0<\/a> s\u1ebd l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t trong ph\u00e1t tri\u1ec3n AI b\u1ec1n v\u1eefng.<\/p><h3><span class=\"ez-toc-section\" id=\"22_Van_de_quyen_rieng_tu_trong_AI\"><\/span>2.2. V\u1ea5n \u0111\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 trong AI<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>Thu th\u1eadp d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng<\/li><\/ul><p>C\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh nh\u01b0 chatbot, tr\u1ee3 l\u00fd \u1ea3o hay c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng th\u01b0\u1eddng thu th\u1eadp d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5, s\u1ea3n ph\u1ea9m ho\u1eb7c n\u1ed9i dung \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng ng\u01b0\u1eddi. Tuy nhi\u00ean, vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u qu\u00e1 m\u1ee9c c\u00f3 th\u1ec3 vi ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. B\u00ean c\u1ea1nh \u0111\u00f3, d\u1eef li\u1ec7u b\u1ecb thu th\u1eadp m\u00e0 kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u1ed3ng \u00fd c\u1ee7a ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c b\u1ecb s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 vi ph\u1ea1m lu\u1eadt ph\u00e1p v\u00e0 \u0111\u1ea1o \u0111\u1ee9c.\u00a0<\/p><figure id=\"attachment_21274\" aria-describedby=\"caption-attachment-21274\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21274\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/van-de-quyen-rieng-tu-trong-ai.webp\" alt=\"AI thu th\u1eadp d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng, \u0111\u1eb7t ra c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0.\" width=\"768\" height=\"650\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/van-de-quyen-rieng-tu-trong-ai.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/van-de-quyen-rieng-tu-trong-ai-300x254.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21274\" class=\"wp-caption-text\">AI thu th\u1eadp d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng, \u0111\u1eb7t ra c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><ul><li>R\u1ee7i ro r\u00f2 r\u1ec9 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n<\/li><\/ul><p>Vi\u1ec7c b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u kh\u1ecfi truy c\u1eadp tr\u00e1i ph\u00e9p v\u00e0 c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng l\u00e0 v\u1ea5n \u0111\u1ec1 r\u1ea5t quan tr\u1ecdng. Tr\u00ean th\u1ef1c t\u1ebf, nh\u1eefng d\u1eef li\u1ec7u c\u00e1 nh\u00e2n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng sau khi thu th\u1eadp lu\u00f4n t\u1ed3n t\u1ea1i nguy c\u01a1 r\u00f2 r\u1ec9, c\u00f3 th\u1ec3 g\u00e2y ra h\u1eadu qu\u1ea3 nghi\u00eam tr\u1ecdng cho ng\u01b0\u1eddi d\u00f9ng. Khi th\u00f4ng tin c\u00e1 nh\u00e2n c\u1ee7a b\u1ea1n b\u1ecb l\u1ed9, k\u1ebb x\u1ea5u c\u00f3 th\u1ec3 l\u1ee3i d\u1ee5ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n nhi\u1ec1u h\u00e0nh vi tr\u00e1i ph\u00e1p lu\u1eadt, g\u00e2y \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn cu\u1ed9c s\u1ed1ng v\u00e0 t\u00e0i s\u1ea3n c\u1ee7a b\u1ea1n.\u00a0<\/p><h3><span class=\"ez-toc-section\" id=\"23_An_toan_va_bao_mat\"><\/span>2.3 An to\u00e0n v\u00e0 b\u1ea3o m\u1eadt<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Khi tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau c\u1ee7a cu\u1ed9c s\u1ed1ng, nguy c\u01a1 ti\u1ec1m \u1ea9n v\u1ec1 tai n\u1ea1n ho\u1eb7c s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch s\u1ebd t\u0103ng l\u00ean l\u00e0 m\u1ed9t trong nh\u1eefng <a href=\"https:\/\/vbee.vn\/blog\/ai\/thach-thuc-khi-phat-trien-ai\/\">th\u00e1ch th\u1ee9c khi s\u1eed d\u1ee5ng AI<\/a> h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay. C\u00e1c m\u00f4 h\u00ecnh AI c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh sai l\u1ea7m do d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7, sai l\u1ec7ch ho\u1eb7c c\u00f3 l\u1ed7i trong qu\u00e1 tr\u00ecnh thi\u1ebft k\u1ebf v\u00e0 hu\u1ea5n luy\u1ec7n thu\u1eadt to\u00e1n.\u00a0<\/p><p>D\u00f9 hi\u1ec7n \u0111\u1ea1i, th\u00f4ng minh nh\u01b0ng AI v\u1eabn c\u00f3 nh\u1eefng \u0111i\u1ec3m y\u1ebfu v\u1ec1 b\u1ea3o m\u1eadt. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 d\u1ec5 b\u1ecb t\u1ea5n c\u00f4ng m\u1ea1ng th\u00f4ng qua c\u00e1c l\u1ed7 h\u1ed5ng trong thu\u1eadt to\u00e1n, d\u1eabn t\u1edbi nguy c\u01a1 vi ph\u1ea1m d\u1eef li\u1ec7u v\u00e0 c\u00e1c m\u1ed1i \u0111e d\u1ecda b\u1ea3o m\u1eadt. V\u00ed d\u1ee5 nh\u01b0 \u0111\u00e1nh c\u1eafp th\u00f4ng tin c\u00e1 nh\u00e2n, th\u00f4ng tin nh\u1ea1y c\u1ea3m, t\u1ea1o ra c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng l\u1eeba \u0111\u1ea3o tinh vi, kh\u00f3 ph\u00e1t hi\u1ec7n.\u00a0<\/p><figure id=\"attachment_21275\" aria-describedby=\"caption-attachment-21275\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21275\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/an-toan-va-bao-mat.webp\" alt=\"Th\u00f4ng tin c\u00e1 nh\u00e2n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 b\u1ecb \u0111\u00e1nh c\u1eafp v\u00e0 g\u00e2y ra c\u00e1c cu\u1ed9c l\u1eeba \u0111\u1ea3o.\" width=\"768\" height=\"513\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/an-toan-va-bao-mat.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/an-toan-va-bao-mat-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21275\" class=\"wp-caption-text\">Th\u00f4ng tin c\u00e1 nh\u00e2n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 b\u1ecb \u0111\u00e1nh c\u1eafp v\u00e0 g\u00e2y ra c\u00e1c cu\u1ed9c l\u1eeba \u0111\u1ea3o. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"24_Van_de_lao_dong_va_viec_lam\"><\/span>2.4 V\u1ea5n \u0111\u1ec1 lao \u0111\u1ed9ng v\u00e0 vi\u1ec7c l\u00e0m<span class=\"ez-toc-section-end\"><\/span><\/h3><p>H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t s\u1ed1 nhi\u1ec7m v\u1ee5 nh\u1ea5t \u0111\u1ecbnh. \u0110i\u1ec3n h\u00ecnh nh\u01b0 t\u1ef1 \u0111\u1ed9ng l\u1eafp r\u00e1p, ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 \u0111\u00f3ng g\u00f3i, d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng\u2026 nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n con ng\u01b0\u1eddi. Qua \u0111\u00f3, gi\u00fap t\u0103ng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t. Tuy nhi\u00ean, h\u1ec7 qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh n\u00e0y l\u00e0 nhi\u1ec1u c\u00f4ng vi\u1ec7c s\u1ebd bi\u1ebfn m\u1ea5t ho\u1eb7c thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3, d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng ng\u01b0\u1eddi lao \u0111\u1ed9ng th\u1ea5t nghi\u1ec7p v\u00e0 y\u00eau c\u1ea7u v\u1ec1 k\u1ef9 n\u0103ng lao \u0111\u1ed9ng m\u1edbi.\u00a0<\/p><h3><span class=\"ez-toc-section\" id=\"25_Tac_dong_xa_hoi\"><\/span>2.5 T\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>M\u1ed1i quan h\u1ec7 gi\u1eefa ng\u01b0\u1eddi v\u00e0 m\u00e1y<\/li><\/ul><p>S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 s\u1ed1 c\u00f3 th\u1ec3 thay \u0111\u1ed5i c\u00e1ch t\u01b0\u01a1ng t\u00e1c v\u1edbi nhau v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi xung quanh. AI kh\u00f4ng ch\u1ec9 thay th\u1ebf m\u1ed9t s\u1ed1 c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, m\u00e0 c\u00f2n thay \u0111\u1ed5i c\u00e1ch th\u1ee9c giao ti\u1ebfp, t\u1eeb vi\u1ec7c s\u1eed d\u1ee5ng tr\u1ee3 l\u00fd \u1ea3o \u0111\u1ebfn c\u00e1c chatbot th\u00f4ng minh. C\u00f4ng ngh\u1ec7 n\u00e0y gi\u00fap t\u0103ng c\u01b0\u1eddng k\u1ebft n\u1ed1i x\u00e3 h\u1ed9i, nh\u01b0ng c\u0169ng ti\u1ec1m \u1ea9n nguy c\u01a1 gi\u1ea3m thi\u1ec3u s\u1ef1 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp gi\u1eefa con ng\u01b0\u1eddi.\u00a0<\/p><figure id=\"attachment_21276\" aria-describedby=\"caption-attachment-21276\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21276\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/tac-dong-xa-hoi.webp\" alt=\"N\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 t\u1ea1o ra m\u00f4i tr\u01b0\u1eddng s\u1ed1ng th\u00f4ng minh.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/tac-dong-xa-hoi.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/tac-dong-xa-hoi-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21276\" class=\"wp-caption-text\">N\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 t\u1ea1o ra m\u00f4i tr\u01b0\u1eddng s\u1ed1ng th\u00f4ng minh. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><ul><li>Gi\u00e1 tr\u1ecb con ng\u01b0\u1eddi<\/li><\/ul><p>S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111e d\u1ecda \u0111\u1ebfn c\u00e1c gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a con ng\u01b0\u1eddi nh\u01b0 s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 l\u00f2ng tr\u1eafc \u1ea9n. AI v\u1edbi kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng ho\u00e1 c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u00e0 h\u00e0nh \u0111\u1ed9ng, s\u1ebd thi\u1ebfu \u0111i s\u1ef1 th\u1ea5u hi\u1ec3u, \u0111i\u1ec1u m\u00e0 ch\u1ec9 con ng\u01b0\u1eddi m\u1edbi c\u00f3 th\u1ec3 mang l\u1ea1i trong nh\u1eefng tr\u01b0\u1eddng h\u1ee3p c\u1ea7n s\u1ef1 \u0111\u1ed3ng c\u1ea3m.\u00a0<\/p><p>Th\u00eam v\u00e0o \u0111\u00f3, khi t\u01b0 duy nh\u00e2n t\u1ea1o ng\u00e0y c\u00e0ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m s\u00e1ng t\u1ea1o nh\u01b0 ngh\u1ec7 thu\u1eadt, \u00e2m nh\u1ea1c hay v\u0103n h\u1ecdc, con ng\u01b0\u1eddi d\u1ea7n b\u1ecb m\u1ea5t \u0111i vai tr\u00f2 s\u00e1ng t\u1ea1o t\u1ef1 nhi\u00ean c\u1ee7a m\u00ecnh. N\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh h\u1ee3p l\u00fd, AI c\u00f3 th\u1ec3 l\u00e0m m\u1ea5t \u0111i c\u00e1c gi\u00e1 tr\u1ecb nh\u00e2n v\u0103n, thay th\u1ebf c\u1ea3m x\u00fac v\u00e0 tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi b\u1eb1ng c\u00e1c gi\u1ea3i ph\u00e1p m\u00e1y m\u00f3c, gi\u1ea3m \u0111i s\u1ef1 phong ph\u00fa v\u00e0 \u0111a d\u1ea1ng trong x\u00e3 h\u1ed9i.\u00a0<\/p><h3><span class=\"ez-toc-section\" id=\"26_Cong_bang_va_minh_bach\"><\/span>2.6 C\u00f4ng b\u1eb1ng v\u00e0 minh b\u1ea1ch\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u1ee5c v\u1ee5 t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, b\u1ea5t k\u1ec3 xu\u1ea5t th\u00e2n hay ho\u00e0n c\u1ea3nh. Vi\u1ec7c \u0111\u1ea3m b\u1ea3o r\u1eb1ng m\u00f4 h\u00ecnh th\u00f4ng minh kh\u00f4ng ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed d\u1ef1a tr\u00ean b\u1ea5t k\u1ef3 y\u1ebfu t\u1ed1 n\u00e0o nh\u01b0 gi\u1edbi t\u00ednh, ch\u1ee7ng t\u1ed9c, t\u00f4n gi\u00e1o hay \u0111\u1ecba l\u00fd l\u00e0 \u0111i\u1ec1u v\u00f4 c\u00f9ng quan tr\u1ecdng. M\u1ed9t AI c\u00f4ng b\u1eb1ng s\u1ebd t\u1ea1o ra m\u1ed9t x\u00e3 h\u1ed9i c\u00f4ng b\u1eb1ng h\u01a1n, n\u01a1i m\u1ecdi ng\u01b0\u1eddi \u0111\u1ec1u c\u00f3 c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n v\u00e0 th\u00e0nh c\u00f4ng.\u00a0<\/p><p>B\u00ean c\u1ea1nh y\u1ebfu t\u1ed1 c\u00f4ng b\u1eb1ng, y\u00eau c\u1ea7u v\u1ec1 s\u1ef1 minh b\u1ea1ch trong quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean c\u1ea5p thi\u1ebft, nh\u1ea5t l\u00e0 khi tr\u00ed tu\u1ec7 s\u1ed1 ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i v\u00e0o nhi\u1ec1u l\u0129nh v\u1ef1c quan tr\u1ecdng nh\u01b0 y t\u1ebf, t\u00e0i ch\u00ednh, t\u01b0 ph\u00e1p. Khi ng\u01b0\u1eddi d\u00f9ng hi\u1ec3u \u0111\u01b0\u1ee3c l\u00fd do t\u1ea1i sao h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nh\u01b0 v\u1eady, h\u1ecd s\u1ebd tin t\u01b0\u1edfng h\u01a1n v\u00e0o h\u1ec7 th\u1ed1ng v\u00e0 s\u1eb5n s\u00e0ng s\u1eed d\u1ee5ng n\u00f3. \u0110\u1ed3ng th\u1eddi gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c c\u00e1c l\u1ed7i trong thu\u1eadt to\u00e1n.<\/p><p>\u0110\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI l\u00e0 \u0111\u00e1ng tin c\u1eady, c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 bi\u1ec7n ph\u00e1p nh\u01b0 ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI gi\u1ea3i th\u00edch (Explainable AI &#8211; XAI), l\u01b0u tr\u1eef c\u00e1c th\u00f4ng tin li\u00ean quan \u0111\u1ebfn qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI \u0111\u1ec3 c\u00f3 th\u1ec3 truy xu\u1ea5t v\u00e0 ki\u1ec3m tra l\u1ea1i khi c\u1ea7n. Hay th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c ki\u1ec3m \u0111\u1ecbnh th\u01b0\u1eddng xuy\u00ean \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c h\u1ec7 th\u1ed1ng AI ho\u1ea1t \u0111\u1ed9ng \u0111\u00fang v\u00e0 kh\u00f4ng c\u00f3 b\u1ea5t k\u1ef3 sai s\u00f3t n\u00e0o.<\/p><h2><span class=\"ez-toc-section\" id=\"3_Dinh_kien_trong_thuat_toan\"><\/span>3. \u0110\u1ecbnh ki\u1ebfn trong thu\u1eadt to\u00e1n<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"31_Nguon_goc_cua_dinh_kien_trong_AI\"><\/span>3.1. Ngu\u1ed3n g\u1ed1c c\u1ee7a \u0111\u1ecbnh ki\u1ebfn trong AI<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>D\u1eef li\u1ec7u kh\u00f4ng \u0111a d\u1ea1ng<\/li><\/ul><p>N\u1ebfu d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o ch\u1ee7 y\u1ebfu \u0111\u1ebfn t\u1eeb m\u1ed9t nh\u00f3m ng\u01b0\u1eddi c\u1ee5 th\u1ec3 (v\u00ed d\u1ee5, ch\u1ec9 ng\u01b0\u1eddi M\u1ef9, ng\u01b0\u1eddi da tr\u1eafng, ho\u1eb7c ng\u01b0\u1eddi c\u00f3 tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n cao), b\u1ed9 x\u1eed l\u00fd th\u00f4ng minh s\u1ebd h\u1ecdc t\u1eeb nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m v\u00e0 m\u1eabu d\u1eef li\u1ec7u n\u00e0y. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn vi\u1ec7c AI ch\u1ec9 hi\u1ec3u v\u00e0 ph\u1ee5c v\u1ee5 nh\u1eefng nh\u00f3m ng\u01b0\u1eddi n\u00e0y, b\u1ecf qua nhu c\u1ea7u v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a nh\u1eefng nh\u00f3m kh\u00e1c, ch\u1eb3ng h\u1ea1n nh\u01b0 ph\u1ee5 n\u1eef, c\u00e1c nh\u00f3m d\u00e2n t\u1ed9c thi\u1ec3u s\u1ed1, hay c\u00e1c c\u1ed9ng \u0111\u1ed3ng kh\u00f4ng \u0111\u01b0\u1ee3c \u0111\u1ea1i di\u1ec7n \u0111\u1ea7y \u0111\u1ee7.<\/p><figure id=\"attachment_21277\" aria-describedby=\"caption-attachment-21277\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21277\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/nguon-goc-cua-dinh-kien-trong-ai.webp\" alt=\"D\u1eef li\u1ec7u kh\u00f4ng \u0111a d\u1ea1ng c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng k\u1ebft qu\u1ea3 sai l\u1ec7ch.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/nguon-goc-cua-dinh-kien-trong-ai.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/nguon-goc-cua-dinh-kien-trong-ai-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21277\" class=\"wp-caption-text\">D\u1eef li\u1ec7u kh\u00f4ng \u0111a d\u1ea1ng c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng k\u1ebft qu\u1ea3 sai l\u1ec7ch. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><ul><li>Thu\u1eadt to\u00e1n kh\u00f4ng c\u00f4ng b\u1eb1ng<\/li><\/ul><p>N\u1ebfu thu\u1eadt to\u00e1n AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf k\u00e9m, m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 v\u00f4 t\u00ecnh t\u1ea1o ra s\u1ef1 thi\u00ean v\u1ecb, d\u1eabn \u0111\u1ebfn nh\u1eefng quy\u1ebft \u0111\u1ecbnh b\u1ea5t l\u1ee3i cho m\u1ed9t s\u1ed1 nh\u00f3m ng\u01b0\u1eddi. Khi d\u1eef li\u1ec7u d\u00f9ng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI ch\u1ee9a nh\u1eefng \u0111\u1ecbnh ki\u1ebfn x\u00e3 h\u1ed9i, m\u00f4 h\u00ecnh s\u1ebd h\u1ecdc v\u00e0 t\u00e1i t\u1ea1o l\u1ea1i nh\u1eefng \u0111\u1ecbnh ki\u1ebfn \u0111\u00f3. V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t thu\u1eadt to\u00e1n tuy\u1ec3n d\u1ee5ng \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean d\u1eef li\u1ec7u ch\u1ee7 y\u1ebfu c\u1ee7a nam gi\u1edbi, n\u00f3 c\u00f3 th\u1ec3 thi\u00ean v\u1ecb \u1ee9ng vi\u00ean nam h\u01a1n.<\/p><h3><span class=\"ez-toc-section\" id=\"32_Cach_khac_phuc_dinh_kien_trong_AI\"><\/span>3.2. C\u00e1ch kh\u1eafc ph\u1ee5c \u0111\u1ecbnh ki\u1ebfn trong AI<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>\u0110\u1ea3m b\u1ea3o t\u00ednh \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n<\/li><\/ul><p>\u0110\u1ea3m b\u1ea3o t\u00ednh \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n l\u00e0 m\u1ed9t y\u00eau c\u1ea7u quan tr\u1ecdng trong vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh AI c\u00f4ng b\u1eb1ng v\u00e0 hi\u1ec7u qu\u1ea3. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau s\u1ebd gi\u00fap t\u0103ng c\u01b0\u1eddng t\u00ednh \u0111\u1ea1i di\u1ec7n, gi\u1ea3m thi\u1ec3u sai l\u1ec7ch v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng t\u1ed1t tr\u00ean nhi\u1ec1u nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, tuy\u1ec3n d\u1ee5ng hay h\u1ec7 th\u1ed1ng ph\u00e1p l\u00fd.<\/p><ul><li>Ki\u1ec3m to\u00e1n v\u00e0 gi\u00e1m s\u00e1t AI<\/li><\/ul><p>Ki\u1ec3m to\u00e1n v\u00e0 gi\u00e1m s\u00e1t AI \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c \u0111\u1ea3m b\u1ea3o c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh c\u00f4ng b\u1eb1ng v\u00e0 minh b\u1ea1ch. C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n th\u1ef1c hi\u1ec7n ki\u1ec3m tra \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c k\u1ecbp th\u1eddi c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 sai l\u1ec7ch ho\u1eb7c b\u1ea5t c\u00f4ng trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh.\u00a0<\/p><p>Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m to\u00e1n kh\u00f4ng ch\u1ec9 gi\u00fap ng\u0103n ng\u1eeba c\u00e1c quy\u1ebft \u0111\u1ecbnh g\u00e2y thi\u1ec7t h\u1ea1i cho c\u00e1 nh\u00e2n ho\u1eb7c nh\u00f3m ng\u01b0\u1eddi c\u1ee5 th\u1ec3, m\u00e0 c\u00f2n \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh \u0111\u1ea1o \u0111\u1ee9c v\u00e0 ph\u00e1p l\u00fd. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ee7ng c\u1ed1 l\u00f2ng tin t\u1eeb ph\u00eda ng\u01b0\u1eddi d\u00f9ng m\u00e0 c\u00f2n g\u00f3p ph\u1ea7n ph\u00e1t tri\u1ec3n AI m\u1ed9t c\u00e1ch b\u1ec1n v\u1eefng.\u00a0\u00a0<\/p><figure id=\"attachment_21278\" aria-describedby=\"caption-attachment-21278\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21278\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/cach-khac-phuc-dinh-kien-trong-ai.webp\" alt=\"Ki\u1ec3m to\u00e1n AI \u0111\u1ea3m b\u1ea3o c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh c\u00f4ng b\u1eb1ng, minh b\u1ea1ch.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/cach-khac-phuc-dinh-kien-trong-ai.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/cach-khac-phuc-dinh-kien-trong-ai-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21278\" class=\"wp-caption-text\">Ki\u1ec3m to\u00e1n AI \u0111\u1ea3m b\u1ea3o c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh c\u00f4ng b\u1eb1ng, minh b\u1ea1ch. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"4_Trach_nhiem_phap_ly_khi_su_dung_AI\"><\/span>4. Tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd khi s\u1eed d\u1ee5ng AI<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"41_Trach_nhiem_cua_doanh_nghiep_phat_trien_AI\"><\/span>4.1. Tr\u00e1ch nhi\u1ec7m c\u1ee7a doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n AI<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>\u0110\u1ea3m b\u1ea3o t\u00ednh c\u00f4ng b\u1eb1ng v\u00e0 minh b\u1ea1ch<\/li><\/ul><p>C\u00e1c c\u00f4ng ty ph\u00e1t tri\u1ec3n AI c\u1ea7n ch\u1ecbu tr\u00e1ch nhi\u1ec7m trong vi\u1ec7c \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ed9 c\u00f4ng b\u1eb1ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i \u0111\u1ea7u t\u01b0 v\u00e0o vi\u1ec7c thi\u1ebft k\u1ebf, hu\u1ea5n luy\u1ec7n v\u00e0 ki\u1ec3m tra m\u00f4 h\u00ecnh m\u1ed9t c\u00e1ch c\u1ea9n th\u1eadn, \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u c\u00e1c r\u1ee7i ro li\u00ean quan \u0111\u1ebfn sai l\u1ec7ch v\u00e0 b\u1ea5t c\u00f4ng. Ngo\u00e0i ra, c\u00e1c c\u00f4ng ty c\u1ea7n minh b\u1ea1ch v\u1ec1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI, cung c\u1ea5p c\u00e1c gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng cho ng\u01b0\u1eddi d\u00f9ng v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n \u0111\u1ea1o \u0111\u1ee9c c\u0169ng nh\u01b0 quy \u0111\u1ecbnh ph\u00e1p l\u00fd.\u00a0<\/p><ul><li>\u0110\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 ph\u00e1p lu\u1eadt<\/li><\/ul><p>Doanh nghi\u1ec7p c\u1ea7n tu\u00e2n th\u1ee7 ch\u1eb7t ch\u1ebd c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, an ninh m\u1ea1ng v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c thu th\u1eadp, l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e1 nh\u00e2n m\u1ed9t c\u00e1ch minh b\u1ea1ch, ch\u1ec9 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u cho c\u00e1c m\u1ee5c \u0111\u00edch \u0111\u01b0\u1ee3c ph\u00e9p v\u00e0 \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt ti\u00ean ti\u1ebfn nh\u1eb1m ng\u0103n ch\u1eb7n r\u00f2 r\u1ec9 ho\u1eb7c x\u00e2m nh\u1eadp d\u1eef li\u1ec7u.\u00a0<\/p><p>B\u00ean c\u1ea1nh \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n tu\u00e2n th\u1ee7 c\u00e1c lu\u1eadt ph\u00e1p hi\u1ec7n h\u00e0nh, nh\u01b0 GDPR (General Data Protection Regulation &#8211; Quy \u0111\u1ecbnh chung v\u1ec1 b\u1ea3o m\u1eadt th\u00f4ng tin), PCI DSS (\u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p thanh to\u00e1n), HIPAA (\u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p y t\u1ebf)&#8230;\u00a0<\/p><ul><li>Gi\u00e1m s\u00e1t li\u00ean t\u1ee5c<\/li><\/ul><p>C\u00e1c c\u00f4ng ty ph\u1ea3i thi\u1ebft l\u1eadp c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t v\u00e0 ki\u1ec3m to\u00e1n \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 \u0111\u1ea1o \u0111\u1ee9c c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng AI. Quy tr\u00ecnh gi\u00e1m s\u00e1t n\u00ean bao g\u1ed3m vi\u1ec7c \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t k\u1ef9 thu\u1eadt c\u1ee7a c\u00e1c thu\u1eadt to\u00e1n, t\u00ednh minh b\u1ea1ch v\u00e0 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i c\u1ee7a tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o nh\u1eb1m ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n.\u00a0 \u00a0<\/p><figure id=\"attachment_21279\" aria-describedby=\"caption-attachment-21279\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21279\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/trach-nhiem-cua-doanh-nghiep-phat-trien-ai.webp\" alt=\"C\u00e1c c\u00f4ng ty n\u00ean gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u00e0 ki\u1ec3m to\u00e1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI.\" width=\"768\" height=\"432\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/trach-nhiem-cua-doanh-nghiep-phat-trien-ai.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/trach-nhiem-cua-doanh-nghiep-phat-trien-ai-300x169.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21279\" class=\"wp-caption-text\">C\u00e1c c\u00f4ng ty n\u00ean gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u00e0 ki\u1ec3m to\u00e1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"42_Trach_nhiem_cua_nguoi_dung_AI\"><\/span>4.2. Tr\u00e1ch nhi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng AI<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Ng\u01b0\u1eddi d\u00f9ng AI c\u1ea7n c\u00f3 \u00fd th\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m khi s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u00f4ng minh. \u0110\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 c\u00e1c nguy\u00ean t\u1eafc \u0111\u1ea1o \u0111\u1ee9c v\u00e0 ph\u00e1p lu\u1eadt, t\u00f4n tr\u1ecdng quy\u1ec1n ri\u00eang t\u01b0, b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n v\u00e0 tr\u00e1nh c\u00e1c h\u00e0nh vi vi ph\u1ea1m, nh\u01b0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u ng\u01b0\u1eddi kh\u00e1c m\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e9p ho\u1eb7c khai th\u00e1c AI cho m\u1ee5c \u0111\u00edch x\u1ea5u.\u00a0<\/p><h3><span class=\"ez-toc-section\" id=\"43_Trach_nhiem_cua_chinh_phu_va_co_quan_quan_ly\"><\/span>4.3. Tr\u00e1ch nhi\u1ec7m c\u1ee7a ch\u00ednh ph\u1ee7 v\u00e0 c\u01a1 quan qu\u1ea3n l\u00fd<span class=\"ez-toc-section-end\"><\/span><\/h3><ul><li>Ban h\u00e0nh lu\u1eadt v\u00e0 quy \u0111\u1ecbnh\u00a0<\/li><\/ul><p>Ch\u00ednh ph\u1ee7 c\u1ea7n c\u00f3 c\u00e1c quy \u0111\u1ecbnh ph\u00e1p l\u00fd r\u00f5 r\u00e0ng v\u1ec1 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u, quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd li\u00ean quan vi\u1ec7c ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai AI. C\u00e1c quy \u0111\u1ecbnh n\u00e0y bao g\u1ed3m c\u00e1c ti\u00eau chu\u1ea9n v\u1ec1 thu th\u1eadp, l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u c\u00e1 nh\u00e2n \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 v\u00e0 kh\u00f4ng b\u1ecb l\u1ea1m d\u1ee5ng. \u0110\u1ed3ng th\u1eddi, c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c ho\u1eb7c c\u00e1 nh\u00e2n trong tr\u01b0\u1eddng h\u1ee3p AI g\u00e2y ra t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c.\u00a0<\/p><p>Gi\u00e1m s\u00e1t v\u00e0 ki\u1ec3m so\u00e1t AI<\/p><p>Ch\u00ednh ph\u1ee7 c\u1ea7n th\u1ef1c hi\u1ec7n vai tr\u00f2 gi\u00e1m s\u00e1t ch\u1eb7t ch\u1ebd c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7, \u0111\u1ea3m b\u1ea3o r\u1eb1ng h\u1ecd tu\u00e2n th\u1ee7 \u0111\u1ea7y \u0111\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt. Khi x\u1ea3y ra vi ph\u1ea1m, c\u00e1c c\u00f4ng ty ph\u1ea3i ch\u1ecbu tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd v\u00e0 \u0111\u1ed1i m\u1eb7t v\u1edbi c\u00e1c h\u00ecnh ph\u1ea1t nghi\u00eam kh\u1eafc, nh\u1eb1m ng\u0103n ch\u1eb7n h\u00e0nh vi l\u1ea1m d\u1ee5ng ho\u1eb7c x\u1eed l\u00fd d\u1eef li\u1ec7u sai m\u1ee5c \u0111\u00edch. \u0110\u1ed3ng th\u1eddi, ch\u00ednh ph\u1ee7 c\u1ea7n thi\u1ebft l\u1eadp c\u00e1c c\u01a1 quan chuy\u00ean tr\u00e1ch v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t hi\u1ec7u qu\u1ea3 \u0111\u1ec3 ki\u1ec3m tra \u0111\u1ecbnh k\u1ef3, ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c sai ph\u1ea1m v\u00e0 b\u1ea3o v\u1ec7 quy\u1ec1n l\u1ee3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.\u00a0<\/p><figure id=\"attachment_21280\" aria-describedby=\"caption-attachment-21280\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21280\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/trach-nhiem-cua-chinh-phu-va-co-quan-quan-ly.webp\" alt=\"Ch\u00ednh ph\u1ee7 c\u1ea7n th\u00e0nh l\u1eadp c\u00e1c c\u01a1 quan chuy\u00ean tr\u00e1ch \u0111\u1ec3 ki\u1ec3m s\u00e1t AI.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/trach-nhiem-cua-chinh-phu-va-co-quan-quan-ly.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/trach-nhiem-cua-chinh-phu-va-co-quan-quan-ly-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21280\" class=\"wp-caption-text\">Ch\u00ednh ph\u1ee7 c\u1ea7n th\u00e0nh l\u1eadp c\u00e1c c\u01a1 quan chuy\u00ean tr\u00e1ch \u0111\u1ec3 ki\u1ec3m s\u00e1t AI. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"5_Mot_so_cau_hoi_thuong_gap_ve_dao_duc_va_trach_nhiem_khi_su_dung_AI\"><\/span>5. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m khi s\u1eed d\u1ee5ng AI<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"51_AI_co_the_vi_pham_quyen_rieng_tu_cua_nguoi_dung_nhu_the_nao\"><\/span>5.1 AI c\u00f3 th\u1ec3 vi ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng nh\u01b0 th\u1ebf n\u00e0o?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>AI c\u00f3 th\u1ec3 vi ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0 th\u00f4ng qua nhi\u1ec1u c\u00e1ch:<\/p><ul><li>Thu th\u1eadp d\u1eef li\u1ec7u qu\u00e1 m\u1ee9c: C\u00e1c h\u1ec7 th\u1ed1ng AI nh\u01b0 chatbot, tr\u1ee3 l\u00fd \u1ea3o th\u01b0\u1eddng thu th\u1eadp d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a d\u1ecbch v\u1ee5, nh\u01b0ng vi\u1ec7c thu th\u1eadp qu\u00e1 m\u1ee9c c\u00f3 th\u1ec3 vi ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0.<\/li><li>Thu th\u1eadp d\u1eef li\u1ec7u kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u1ed3ng \u00fd: D\u1eef li\u1ec7u b\u1ecb thu th\u1eadp m\u00e0 kh\u00f4ng c\u00f3 s\u1ef1 \u0111\u1ed3ng \u00fd c\u1ee7a ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch s\u1ebd vi ph\u1ea1m lu\u1eadt ph\u00e1p v\u00e0 \u0111\u1ea1o \u0111\u1ee9c.<\/li><li>R\u1ee7i ro r\u00f2 r\u1ec9 d\u1eef li\u1ec7u: D\u1eef li\u1ec7u c\u00e1 nh\u00e2n sau khi thu th\u1eadp lu\u00f4n t\u1ed3n t\u1ea1i nguy c\u01a1 r\u00f2 r\u1ec9, c\u00f3 th\u1ec3 b\u1ecb k\u1ebb x\u1ea5u l\u1ee3i d\u1ee5ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh vi tr\u00e1i ph\u00e1p lu\u1eadt, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn cu\u1ed9c s\u1ed1ng v\u00e0 t\u00e0i s\u1ea3n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li><\/ul><p>\u0110\u1ec3 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0, c\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh nh\u01b0 GDPR, PCI DSS, HIPAA v\u00e0 \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt ti\u00ean ti\u1ebfn.<\/p><h3><span class=\"ez-toc-section\" id=\"52_Dinh_kien_trong_thuat_toan_AI_xuat_phat_tu_dau_va_cach_khac_phuc\"><\/span>5.2 \u0110\u1ecbnh ki\u1ebfn trong thu\u1eadt to\u00e1n AI xu\u1ea5t ph\u00e1t t\u1eeb \u0111\u00e2u v\u00e0 c\u00e1ch kh\u1eafc ph\u1ee5c?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>\u0110\u1ecbnh ki\u1ebfn trong AI c\u00f3 hai ngu\u1ed3n g\u1ed1c ch\u00ednh:<\/p><ul><li>Ngu\u1ed3n g\u1ed1c:<ul><li>D\u1eef li\u1ec7u kh\u00f4ng \u0111a d\u1ea1ng: N\u1ebfu d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o ch\u1ee7 y\u1ebfu t\u1eeb m\u1ed9t nh\u00f3m c\u1ee5 th\u1ec3 (v\u00ed d\u1ee5: ch\u1ec9 ng\u01b0\u1eddi da tr\u1eafng, nam gi\u1edbi), AI s\u1ebd ch\u1ec9 hi\u1ec3u v\u00e0 ph\u1ee5c v\u1ee5 nh\u00f3m n\u00e0y, b\u1ecf qua c\u00e1c nh\u00f3m kh\u00e1c.<\/li><li>Thu\u1eadt to\u00e1n kh\u00f4ng c\u00f4ng b\u1eb1ng: Thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf k\u00e9m c\u00f3 th\u1ec3 t\u1ea1o ra thi\u00ean v\u1ecb, d\u1eabn \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh b\u1ea5t l\u1ee3i cho m\u1ed9t s\u1ed1 nh\u00f3m ng\u01b0\u1eddi.<\/li><\/ul><\/li><li>C\u00e1ch kh\u1eafc ph\u1ee5c:<ul><li>\u0110\u1ea3m b\u1ea3o t\u00ednh \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u: S\u1eed d\u1ee5ng d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 t\u0103ng t\u00ednh \u0111\u1ea1i di\u1ec7n v\u00e0 gi\u1ea3m thi\u1ec3u sai l\u1ec7ch.<\/li><li>Ki\u1ec3m to\u00e1n v\u00e0 gi\u00e1m s\u00e1t AI: Th\u1ef1c hi\u1ec7n ki\u1ec3m tra \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c k\u1ecbp th\u1eddi c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 sai l\u1ec7ch ho\u1eb7c b\u1ea5t c\u00f4ng trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh.<\/li><\/ul><\/li><\/ul><h3><span class=\"ez-toc-section\" id=\"53_AI_co_the_thay_the_hoan_toan_con_nguoi_trong_cong_viec_khong\"><\/span>5.3 AI c\u00f3 th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi trong c\u00f4ng vi\u1ec7c kh\u00f4ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>AI kh\u00f4ng th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi, nh\u01b0ng s\u1ebd t\u1ea1o ra nh\u1eefng thay \u0111\u1ed5i l\u1edbn:<\/p><ul><li>T\u00e1c \u0111\u1ed9ng t\u00edch c\u1ef1c:<ul><li>AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 nh\u01b0 l\u1eafp r\u00e1p, ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng, d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n con ng\u01b0\u1eddi.<\/li><li>Gi\u00fap t\u0103ng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t.<\/li><\/ul><\/li><li>Th\u00e1ch th\u1ee9c:<ul><li>Nhi\u1ec1u c\u00f4ng vi\u1ec7c s\u1ebd bi\u1ebfn m\u1ea5t ho\u1eb7c thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3, d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng th\u1ea5t nghi\u1ec7p.<\/li><li>Y\u00eau c\u1ea7u v\u1ec1 k\u1ef9 n\u0103ng lao \u0111\u1ed9ng m\u1edbi.<\/li><\/ul><\/li><li>Gi\u00e1 tr\u1ecb kh\u00f4ng th\u1ec3 thay th\u1ebf:<ul><li>AI thi\u1ebfu s\u1ef1 th\u1ea5u hi\u1ec3u v\u00e0 \u0111\u1ed3ng c\u1ea3m m\u00e0 ch\u1ec9 con ng\u01b0\u1eddi m\u1edbi c\u00f3.<\/li><li>C\u00e1c gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i nh\u01b0 s\u1ef1 s\u00e1ng t\u1ea1o, l\u00f2ng tr\u1eafc \u1ea9n v\u1eabn l\u00e0 th\u1ebf m\u1ea1nh c\u1ee7a con ng\u01b0\u1eddi.<\/li><li>Con ng\u01b0\u1eddi v\u1eabn c\u1ea7n thi\u1ebft trong nh\u1eefng t\u00ecnh hu\u1ed1ng c\u1ea7n s\u1ef1 \u0111\u1ed3ng c\u1ea3m v\u00e0 quy\u1ebft \u0111\u1ecbnh ph\u1ee9c t\u1ea1p.<\/li><\/ul><\/li><\/ul><p>5.4 Ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd khi AI g\u00e2y ra thi\u1ec7t h\u1ea1i?<\/p><p>Tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd khi s\u1eed d\u1ee5ng AI \u0111\u01b0\u1ee3c chia th\u00e0nh ba nh\u00f3m ch\u00ednh:<\/p><ul><li>Doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n AI:<ul><li>\u0110\u1ea3m b\u1ea3o t\u00ednh c\u00f4ng b\u1eb1ng v\u00e0 minh b\u1ea1ch c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI.<\/li><li>Tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, an ninh m\u1ea1ng v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n.<\/li><li>Gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u00e0 ki\u1ec3m to\u00e1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI.<\/li><\/ul><\/li><li>Ng\u01b0\u1eddi d\u00f9ng AI:<ul><li>C\u00f3 \u00fd th\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m khi s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 AI.<\/li><li>Tu\u00e2n th\u1ee7 c\u00e1c nguy\u00ean t\u1eafc \u0111\u1ea1o \u0111\u1ee9c v\u00e0 ph\u00e1p lu\u1eadt.<\/li><li>T\u00f4n tr\u1ecdng quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 tr\u00e1nh s\u1eed d\u1ee5ng AI cho m\u1ee5c \u0111\u00edch x\u1ea5u.<\/li><\/ul><\/li><li>Ch\u00ednh ph\u1ee7 v\u00e0 c\u01a1 quan qu\u1ea3n l\u00fd:<ul><li>Ban h\u00e0nh lu\u1eadt v\u00e0 quy \u0111\u1ecbnh r\u00f5 r\u00e0ng v\u1ec1 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd.<\/li><li>Gi\u00e1m s\u00e1t v\u00e0 ki\u1ec3m so\u00e1t c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7.<\/li><li>Thi\u1ebft l\u1eadp c\u00e1c c\u01a1 quan chuy\u00ean tr\u00e1ch \u0111\u1ec3 ki\u1ec3m tra v\u00e0 x\u1eed l\u00fd vi ph\u1ea1m.<\/li><\/ul><\/li><\/ul><h3><span class=\"ez-toc-section\" id=\"55_Lam_the_nao_de_dam_bao_AI_hoat_dong_minh_bach_va_cong_bang\"><\/span>5.5 L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o AI ho\u1ea1t \u0111\u1ed9ng minh b\u1ea1ch v\u00e0 c\u00f4ng b\u1eb1ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>\u0110\u1ec3 \u0111\u1ea3m b\u1ea3o AI ho\u1ea1t \u0111\u1ed9ng minh b\u1ea1ch v\u00e0 c\u00f4ng b\u1eb1ng, c\u1ea7n th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p sau:<\/p><ul><li>\u0110\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch:<ul><li>Ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI gi\u1ea3i th\u00edch (Explainable AI \u2013 XAI) \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1ch AI \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/li><li>L\u01b0u tr\u1eef th\u00f4ng tin li\u00ean quan \u0111\u1ebfn qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh \u0111\u1ec3 c\u00f3 th\u1ec3 truy xu\u1ea5t v\u00e0 ki\u1ec3m tra.<\/li><li>Cung c\u1ea5p gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng cho ng\u01b0\u1eddi d\u00f9ng v\u1ec1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI.<\/li><\/ul><\/li><li>\u0110\u1ea3m b\u1ea3o t\u00ednh c\u00f4ng b\u1eb1ng:<ul><li>AI ph\u1ea3i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u1ee5c v\u1ee5 t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, kh\u00f4ng ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed d\u1ef1a tr\u00ean gi\u1edbi t\u00ednh, ch\u1ee7ng t\u1ed9c, t\u00f4n gi\u00e1o hay \u0111\u1ecba l\u00fd.<\/li><li>S\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111a d\u1ea1ng v\u00e0 \u0111\u1ea1i di\u1ec7n \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh.<\/li><li>Th\u1ef1c hi\u1ec7n ki\u1ec3m \u0111\u1ecbnh th\u01b0\u1eddng xuy\u00ean \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng \u0111\u00fang v\u00e0 kh\u00f4ng c\u00f3 sai s\u00f3t.<\/li><\/ul><\/li><li>Gi\u00e1m s\u00e1t v\u00e0 ki\u1ec3m to\u00e1n:<ul><li>Th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c ki\u1ec3m to\u00e1n \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c c\u00e1c v\u1ea5n \u0111\u1ec1.<\/li><li>Thi\u1ebft l\u1eadp h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t li\u00ean t\u1ee5c \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t v\u00e0 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i.<\/li><li>Tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n \u0111\u1ea1o \u0111\u1ee9c v\u00e0 quy \u0111\u1ecbnh ph\u00e1p l\u00fd trong su\u1ed1t qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai AI.<\/li><\/ul><\/li><\/ul><p>\u0110\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m khi s\u1eed d\u1ee5ng AI l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00f4ng ngh\u1ec7 n\u00e0y ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng v\u00e0 c\u00f3 l\u1ee3i cho x\u00e3 h\u1ed9i. B\u1eb1ng c\u00e1ch tu\u00e2n th\u1ee7 c\u00e1c nguy\u00ean t\u1eafc \u0111\u1ea1o \u0111\u1ee9c, tr\u00e1ch nhi\u1ec7m, ch\u00fang ta c\u00f3 th\u1ec3 khai th\u00e1c ti\u1ec1m n\u0103ng c\u1ee7a AI m\u1ed9t c\u00e1ch t\u1ed1i \u01b0u, \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u c\u00e1c t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c c\u00f3 th\u1ec3 x\u1ea3y ra.\u00a0<\/p>","protected":false},"excerpt":{"rendered":"<p>AI ph\u00e1t tri\u1ec3n \u0111\u1eb7t ra nhi\u1ec1u th\u00e1ch th\u1ee9c v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m. H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 quy\u1ec1n b\u1ea3o m\u1eadt, ri\u00eang t\u01b0 c\u0169ng nh\u01b0 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd khi s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y hi\u1ec7n nay.1. T\u1ed5ng quan AI t\u1ea1i Vi\u1ec7t Nam1.1. Ch\u00ednh s\u00e1ch h\u1ed7 tr\u1ee3 tr\u00ed tu\u1ec7&#8230;<\/p>\n","protected":false},"author":12,"featured_media":24904,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[217],"tags":[],"class_list":["post-21266","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/21266","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=21266"}],"version-history":[{"count":10,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/21266\/revisions"}],"predecessor-version":[{"id":26070,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/21266\/revisions\/26070"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/24904"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=21266"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=21266"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=21266"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}