{"id":5338,"date":"2026-02-19T19:37:20","date_gmt":"2026-02-19T19:37:20","guid":{"rendered":"https:\/\/securitybriefing.net\/?p=5338"},"modified":"2026-02-27T15:59:05","modified_gmt":"2026-02-27T15:59:05","slug":"chuyen-doi-tri-tue-nhan-tao-la-mot-van-de-quan-tri","status":"publish","type":"post","link":"https:\/\/securitybriefing.net\/vi\/tri-tue-nhan-tao\/chuyen-doi-tri-tue-nhan-tao-la-mot-van-de-quan-tri\/","title":{"rendered":"Chuy\u1ec3n \u0111\u1ed5i AI l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u1ec1 qu\u1ea3n tr\u1ecb"},"content":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 th\u1eed nghi\u1ec7m b\u1ecb gi\u1edbi h\u1ea1n trong c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m nghi\u00ean c\u1ee9u hay c\u00e1c \u0111\u1ed9i ng\u0169 \u0111\u1ed5i m\u1edbi. N\u00f3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng tuy\u1ec3n d\u1ee5ng, m\u00f4 h\u00ecnh ch\u1ea5m \u0111i\u1ec3m t\u00edn d\u1ee5ng, ch\u1ea9n \u0111o\u00e1n y t\u1ebf, c\u00f4ng c\u1ee5 ph\u00e1t hi\u1ec7n gian l\u1eadn, chu\u1ed7i cung \u1ee9ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u1ebfp th\u1ecb v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng. C\u00e1c t\u1ed5 ch\u1ee9c th\u01b0\u1eddng m\u00f4 t\u1ea3 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y l\u00e0 \u201c<a href=\"https:\/\/securitybriefing.net\/ai\/where-and-how-can-ai-be-used-in-business\/\">chuy\u1ec3n \u0111\u1ed5i AI<\/a>,\u201d coi \u0111\u00f3 nh\u01b0 m\u1ed9t n\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 ho\u1eb7c l\u1ee3i th\u1ebf c\u1ea1nh tranh. Tuy nhi\u00ean, th\u1ef1c t\u1ebf s\u00e2u xa h\u01a1n l\u00e0 mang t\u00ednh c\u1ea5u tr\u00fac. Chuy\u1ec3n \u0111\u1ed5i AI l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u1ec1 qu\u1ea3n tr\u1ecb.<\/p>\n\n\n\n<p>Th\u00e1ch th\u1ee9c kh\u00f4ng ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh ch\u00ednh x\u00e1c hay tri\u1ec3n khai c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng nhanh h\u01a1n. \u0110\u00f3 l\u00e0 v\u1ec1 vi\u1ec7c x\u00e1c \u0111\u1ecbnh ai l\u00e0 ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m, c\u00e1ch \u0111\u00e1nh gi\u00e1 r\u1ee7i ro, nh\u1eefng gi\u00e1 tr\u1ecb n\u00e0o \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng, v\u00e0 c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c h\u1ec7 th\u1ed1ng AI v\u1eabn ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c k\u1ef3 v\u1ecdng ph\u00e1p l\u00fd, \u0111\u1ea1o \u0111\u1ee9c v\u00e0 x\u00e3 h\u1ed9i theo th\u1eddi gian. Kh\u00f4ng c\u00f3 qu\u1ea3n tr\u1ecb, AI kh\u00f4ng m\u1edf r\u1ed9ng m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m. N\u00f3 m\u1edf r\u1ed9ng m\u1ed9t c\u00e1ch kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc.<\/p>\n\n\n\n<p>B\u00e0i vi\u1ebft n\u00e0y xem x\u00e9t t\u1ea1i sao chuy\u1ec3n \u0111\u1ed5i AI ch\u1ee7 y\u1ebfu l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 qu\u1ea3n tr\u1ecb, \u0111i\u1ec1u \u0111\u00f3 c\u00f3 \u00fd ngh\u0129a g\u00ec trong th\u1ef1c t\u1ebf, v\u00e0 c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 thi\u1ebft k\u1ebf c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n b\u1eb1ng \u0111\u1ed5i m\u1edbi v\u1edbi tr\u00e1ch nhi\u1ec7m.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"ai-governance-as-the-core-of-transformation\">Qu\u1ea3n tr\u1ecb AI l\u00e0 c\u1ed1t l\u00f5i c\u1ee7a s\u1ef1 chuy\u1ec3n \u0111\u1ed5i<\/h2>\n\n\n<p>Qu\u1ea3n tr\u1ecb AI kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t danh s\u00e1ch ki\u1ec3m tra hay m\u1ed9t t\u00e0i li\u1ec7u ch\u00ednh s\u00e1ch. \u0110\u00f3 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ph\u1ed1i h\u1ee3p c\u1ee7a c\u00e1c c\u1ea5u tr\u00fac, vai tr\u00f2, bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 k\u1ef9 thu\u1eadt v\u00e0 c\u01a1 ch\u1ebf tr\u00e1ch nhi\u1ec7m h\u01b0\u1edbng d\u1eabn c\u00e1ch AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf, tri\u1ec3n khai, gi\u00e1m s\u00e1t v\u00e0 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<p>\u1ede c\u1ed1t l\u00f5i c\u1ee7a n\u00f3, qu\u1ea3n tr\u1ecb AI gi\u1ea3i quy\u1ebft ba c\u00e2u h\u1ecfi n\u1ec1n t\u1ea3ng:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Ai l\u00e0 ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m?<\/li>\n\n\n\n<li>R\u1ee7i ro \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 v\u00e0 gi\u1ea3m thi\u1ec3u nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n\n\n\n<li>Tu\u00e2n th\u1ee7 \u0111\u01b0\u1ee3c ch\u1ee9ng minh v\u00e0 ki\u1ec3m to\u00e1n nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n<\/ol>\n\n\n\n<p>Trong qu\u1ea3n l\u00fd CNTT truy\u1ec1n th\u1ed1ng, th\u00e0nh c\u00f4ng \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng b\u1eb1ng th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng, \u0111\u1ed9 tin c\u1eady c\u1ee7a h\u1ec7 th\u1ed1ng v\u00e0 hi\u1ec7u qu\u1ea3 chi ph\u00ed. C\u00e1c h\u1ec7 th\u1ed1ng AI gi\u1edbi thi\u1ec7u m\u1ed9t chi\u1ec1u k\u00edch m\u1edbi. Ch\u00fang \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh x\u00e1c su\u1ea5t, h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u v\u00e0 c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn k\u1ebft qu\u1ea3 c\u1ee7a con ng\u01b0\u1eddi theo nh\u1eefng c\u00e1ch ph\u1ee9c t\u1ea1p. Do \u0111\u00f3, qu\u1ea3n tr\u1ecb ph\u1ea3i m\u1edf r\u1ed9ng ra ngo\u00e0i hi\u1ec7u su\u1ea5t k\u1ef9 thu\u1eadt \u0111\u1ec3 bao g\u1ed3m s\u1ef1 c\u00f4ng b\u1eb1ng, minh b\u1ea1ch, kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch v\u00e0 b\u1ea3o v\u1ec7 quy\u1ec1n l\u1ee3i.<\/p>\n\n\n\n<p>C\u00e1c t\u1ed5 ch\u1ee9c coi AI ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t n\u00e2ng c\u1ea5p k\u1ef9 thu\u1eadt th\u01b0\u1eddng g\u1eb7p ph\u1ea3i v\u1ea5n \u0111\u1ec1 sau n\u00e0y. S\u1ef1 thi\u00ean v\u1ecb trong c\u00e1c c\u00f4ng c\u1ee5 tuy\u1ec3n d\u1ee5ng t\u1ef1 \u0111\u1ed9ng, c\u00e1c thu\u1eadt to\u00e1n t\u00edn d\u1ee5ng ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed, c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1ecbnh gi\u00e1 kh\u00f4ng minh b\u1ea1ch ho\u1eb7c c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng kh\u00f4ng an to\u00e0n hi\u1ebfm khi xu\u1ea5t ph\u00e1t t\u1eeb l\u1ed7i m\u00e3 h\u00f3a \u0111\u01a1n thu\u1ea7n. Ch\u00fang ph\u00e1t sinh t\u1eeb qu\u1ea3n tr\u1ecb y\u1ebfu k\u00e9m: tr\u00e1ch nhi\u1ec7m kh\u00f4ng r\u00f5 r\u00e0ng, t\u00e0i li\u1ec7u kh\u00f4ng \u0111\u1ee7, th\u1eed nghi\u1ec7m kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 ho\u1eb7c thi\u1ebfu c\u00e1c c\u1ea5u tr\u00fac gi\u00e1m s\u00e1t.<\/p>\n\n\n\n<p>Do \u0111\u00f3, chuy\u1ec3n \u0111\u1ed5i AI kh\u00f4ng ch\u1ee7 y\u1ebfu l\u00e0 v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh. \u0110\u00f3 l\u00e0 v\u1ec1 thi\u1ebft k\u1ebf th\u1ec3 ch\u1ebf.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"data-integrity-and-data-sovereignty\">T\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u v\u00e0 ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u<\/h2>\n\n\n<p>C\u00e1c h\u1ec7 th\u1ed1ng AI ch\u1ec9 \u0111\u00e1ng tin c\u1eady nh\u01b0 d\u1eef li\u1ec7u cung c\u1ea5p cho ch\u00fang. <a href=\"https:\/\/securitybriefing.net\/vi\/an-ninh-mang\/nguoi-quan-ly-du-lieu-la-gi-va-tai-sao-ho-quan-trong\/\">T\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/a> bao g\u1ed3m \u0111\u1ed9 ch\u00ednh x\u00e1c, t\u00ednh \u0111\u1ea7y \u0111\u1ee7, kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c v\u00e0 s\u1eed d\u1ee5ng h\u1ee3p ph\u00e1p. Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u k\u00e9m tr\u1ef1c ti\u1ebfp chuy\u1ec3n th\u00e0nh k\u1ebft qu\u1ea3 AI sai l\u1ec7ch.<\/p>\n\n\n\n<p>C\u00e1c quy \u0111\u1ecbnh nh\u01b0 <a href=\"https:\/\/securitybriefing.net\/vi\/quyen-rieng-tu-du-lieu\/tien-bo-trong-luat-bao-mat-du-lieu-nam-2023\/\">Quy \u0111\u1ecbnh B\u1ea3o v\u1ec7 D\u1eef li\u1ec7u Chung (GDPR) <\/a>\u1edf Li\u00ean minh Ch\u00e2u \u00c2u v\u00e0 \u0110\u1ea1o lu\u1eadt Quy\u1ec1n ri\u00eang t\u01b0 Ng\u01b0\u1eddi ti\u00eau d\u00f9ng California (CCPA) \u1edf Hoa K\u1ef3 \u00e1p \u0111\u1eb7t c\u00e1c y\u00eau c\u1ea7u nghi\u00eam ng\u1eb7t v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u, s\u1ef1 \u0111\u1ed3ng \u00fd, minh b\u1ea1ch v\u00e0 quy\u1ec1n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. C\u00e1c lu\u1eadt n\u00e0y kh\u00f4ng quy \u0111\u1ecbnh r\u00f5 r\u00e0ng AI nh\u01b0 m\u1ed9t c\u00f4ng ngh\u1ec7. Thay v\u00e0o \u0111\u00f3, ch\u00fang quy \u0111\u1ecbnh v\u00f2ng \u0111\u1eddi d\u1eef li\u1ec7u. V\u00ec AI ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o d\u1eef li\u1ec7u, c\u00e1c khung qu\u1ea3n tr\u1ecb ph\u1ea3i t\u00edch h\u1ee3p tu\u00e2n th\u1ee7 quy\u1ec1n ri\u00eang t\u01b0 ngay t\u1eeb \u0111\u1ea7u.<\/p>\n\n\n\n<p>Ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u th\u00eam m\u1ed9t l\u1edbp ph\u1ee9c t\u1ea1p kh\u00e1c. D\u1eef li\u1ec7u th\u01b0\u1eddng ch\u1ecbu s\u1ef1 qu\u1ea3n l\u00fd ph\u00e1p l\u00fd n\u01a1i n\u00f3 \u0111\u01b0\u1ee3c thu th\u1eadp ho\u1eb7c l\u01b0u tr\u1eef. Trong c\u00e1c tri\u1ec3n khai AI xuy\u00ean bi\u00ean gi\u1edbi, c\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i \u0111i\u1ec1u h\u01b0\u1edbng c\u00e1c quy t\u1eafc qu\u1ed1c gia kh\u00f4ng nh\u1ea5t qu\u00e1n v\u1ec1 \u0111\u1ecbnh v\u1ecb d\u1eef li\u1ec7u, h\u1ea1n ch\u1ebf chuy\u1ec3n giao v\u00e0 ti\u00eau chu\u1ea9n an ninh.<\/p>\n\n\n\n<p>V\u00ed d\u1ee5, m\u1ed9t doanh nghi\u1ec7p \u0111a qu\u1ed1c gia tri\u1ec3n khai m\u00f4 h\u00ecnh ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n tr\u00ean c\u00e1c khu v\u1ef1c ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Thu th\u1eadp d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o tu\u00e2n th\u1ee7 c\u00e1c y\u00eau c\u1ea7u \u0111\u1ed3ng \u00fd \u0111\u1ecba ph\u01b0\u01a1ng.<\/li>\n\n\n\n<li>Chuy\u1ec3n giao xuy\u00ean bi\u00ean gi\u1edbi \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n \u0111\u1ea7y \u0111\u1ee7.<\/li>\n\n\n\n<li>C\u00e1c ch\u00ednh s\u00e1ch l\u01b0u tr\u1eef d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi ngh\u0129a v\u1ee5 khu v\u1ef1c.<\/li>\n\n\n\n<li>C\u00e1c quy tr\u00ecnh \u0111\u00e0o t\u1ea1o l\u1ea1i m\u00f4 h\u00ecnh kh\u00f4ng v\u00f4 t\u00ecnh t\u00e1i gi\u1edbi thi\u1ec7u d\u1eef li\u1ec7u b\u1ecb h\u1ea1n ch\u1ebf.<\/li>\n<\/ul>\n\n\n\n<p>Th\u1ea5t b\u1ea1i trong qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u c\u00f3 th\u1ec3 l\u00e0m v\u00f4 hi\u1ec7u h\u00f3a c\u00e1c s\u00e1ng ki\u1ebfn AI b\u1ea5t k\u1ec3 s\u1ef1 tinh vi k\u1ef9 thu\u1eadt.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"human-oversight-and-accountability\">Gi\u00e1m s\u00e1t v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a con ng\u01b0\u1eddi<\/h3>\n\n\n<p><a href=\"https:\/\/securitybriefing.net\/vi\/tri-tue-nhan-tao\/su-dung-tri-tue-nhan-tao-de-cai-thien-cac-quy-trinh-tu-dong-hoa-an-ninh-mang-cho-cac-nhiem-vu\/\">T\u1ef1 \u0111\u1ed9ng h\u00f3a <\/a>kh\u00f4ng lo\u1ea1i b\u1ecf tr\u00e1ch nhi\u1ec7m. N\u00f3 ph\u00e2n ph\u1ed1i l\u1ea1i n\u00f3. Qu\u1ea3n tr\u1ecb AI ph\u1ea3i x\u00e1c \u0111\u1ecbnh r\u00f5 khi n\u00e0o c\u1ea7n gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi v\u00e0 c\u00e1ch th\u1ee9c n\u00f3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n.<\/p>\n\n\n\n<p>Gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi c\u00f3 th\u1ec3 c\u00f3 nhi\u1ec1u h\u00ecnh th\u1ee9c:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Con ng\u01b0\u1eddi trong v\u00f2ng l\u1eb7p:<\/strong> C\u00e1c quy\u1ebft \u0111\u1ecbnh y\u00eau c\u1ea7u x\u00e1c nh\u1eadn c\u1ee7a con ng\u01b0\u1eddi tr\u01b0\u1edbc khi ho\u00e0n t\u1ea5t.<\/li>\n\n\n\n<li><strong>Con ng\u01b0\u1eddi tr\u00ean v\u00f2ng l\u1eb7p:<\/strong> Con ng\u01b0\u1eddi gi\u00e1m s\u00e1t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI v\u00e0 can thi\u1ec7p khi xu\u1ea5t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng.<\/li>\n\n\n\n<li><strong>Con ng\u01b0\u1eddi ch\u1ec9 huy:<\/strong> Gi\u00e1m s\u00e1t chi\u1ebfn l\u01b0\u1ee3c v\u1eabn thu\u1ed9c v\u1ec1 l\u00e3nh \u0111\u1ea1o c\u1ea5p cao.<\/li>\n<\/ul>\n\n\n\n<p>M\u1ee9c \u0111\u1ed9 gi\u00e1m s\u00e1t n\u00ean t\u01b0\u01a1ng \u1ee9ng v\u1edbi m\u1ee9c \u0111\u1ed9 r\u1ee7i ro c\u1ee7a h\u1ec7 th\u1ed1ng. C\u00e1c \u1ee9ng d\u1ee5ng c\u00f3 t\u00e1c \u0111\u1ed9ng cao, ch\u1eb3ng h\u1ea1n nh\u01b0 ch\u1ea9n \u0111o\u00e1n y t\u1ebf ho\u1eb7c \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n t\u00edn d\u1ee5ng, y\u00eau c\u1ea7u c\u00e1c quy tr\u00ecnh xem x\u00e9t c\u00f3 c\u1ea5u tr\u00fac v\u00e0 l\u00fd do quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c ghi l\u1ea1i.<\/p>\n\n\n\n<p>C\u00e1c c\u01a1 ch\u1ebf tr\u00e1ch nhi\u1ec7m ph\u1ea3i gi\u1ea3i quy\u1ebft c\u00e1c c\u00e2u h\u1ecfi nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ai ph\u00ea duy\u1ec7t tri\u1ec3n khai m\u00f4 h\u00ecnh?<\/li>\n\n\n\n<li>Ai gi\u00e1m s\u00e1t s\u1ef1 tr\u00f4i d\u1ea1t hi\u1ec7u su\u1ea5t?<\/li>\n\n\n\n<li>Ai ph\u1ea3n h\u1ed3i c\u00e1c khi\u1ebfu n\u1ea1i ho\u1eb7c y\u00eau c\u1ea7u \u0111i\u1ec1u tra c\u1ee7a c\u01a1 quan qu\u1ea3n l\u00fd?<\/li>\n\n\n\n<li>Ai k\u00fd duy\u1ec7t c\u00e1c \u0111\u00e1nh gi\u00e1 r\u1ee7i ro?<\/li>\n<\/ul>\n\n\n\n<p>N\u1ebfu kh\u00f4ng c\u00f3 chu\u1ed7i tr\u00e1ch nhi\u1ec7m r\u00f5 r\u00e0ng, c\u00e1c khung qu\u1ea3n tr\u1ecb tr\u1edf th\u00e0nh bi\u1ec3u t\u01b0\u1ee3ng h\u01a1n l\u00e0 ch\u1ee9c n\u0103ng.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"shadow-ai-and-the-governance-blind-spot\">AI b\u00f3ng t\u1ed1i v\u00e0 \u0111i\u1ec3m m\u00f9 qu\u1ea3n tr\u1ecb<\/h3>\n\n\n<p>M\u1ed9t trong nh\u1eefng r\u1ee7i ro qu\u1ea3n tr\u1ecb ph\u00e1t tri\u1ec3n nhanh nh\u1ea5t l\u00e0 \u201cAI b\u00f3ng t\u1ed1i.\u201d Nh\u00e2n vi\u00ean ng\u00e0y c\u00e0ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 AI t\u1ea1o sinh, n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u1eb7c API c\u1ee7a b\u00ean th\u1ee9 ba m\u00e0 kh\u00f4ng c\u00f3 s\u1ef1 ph\u00ea duy\u1ec7t ch\u00ednh th\u1ee9c. Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 x\u1eed l\u00fd th\u00f4ng tin nh\u1ea1y c\u1ea3m, t\u1ea1o ra c\u00e1c k\u1ebft qu\u1ea3 thi\u00ean l\u1ec7ch ho\u1eb7c vi ph\u1ea1m c\u00e1c \u0111i\u1ec1u kho\u1ea3n c\u1ea5p ph\u00e9p.<\/p>\n\n\n\n<p>AI b\u00f3ng t\u1ed1i xu\u1ea5t hi\u1ec7n khi c\u00e1c c\u1ea5u tr\u00fac qu\u1ea3n tr\u1ecb qu\u00e1 ch\u1eadm, h\u1ea1n ch\u1ebf ho\u1eb7c kh\u00f4ng r\u00f5 r\u00e0ng. C\u00e1c \u0111\u1ed9i ng\u0169 t\u00ecm ki\u1ebfm hi\u1ec7u qu\u1ea3 v\u00e0 th\u1eed nghi\u1ec7m, v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 kh\u00f4ng ch\u00ednh th\u1ee9c l\u1ea5p \u0111\u1ea7y kho\u1ea3ng tr\u1ed1ng.<\/p>\n\n\n\n<p>Tuy nhi\u00ean, vi\u1ec7c s\u1eed d\u1ee5ng AI kh\u00f4ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd t\u1ea1o ra nh\u1eefng r\u1ee7i ro nghi\u00eam tr\u1ecdng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>R\u00f2 r\u1ec9 d\u1eef li\u1ec7u th\u00f4ng qua c\u00e1c g\u1ee3i \u00fd kh\u00f4ng an to\u00e0n.<\/li>\n\n\n\n<li>Ti\u1ebfp x\u00fac v\u1edbi t\u00e0i s\u1ea3n tr\u00ed tu\u1ec7.<\/li>\n\n\n\n<li>C\u00e1c k\u1ebft qu\u1ea3 kh\u00f4ng ch\u00ednh x\u00e1c ho\u1eb7c ch\u01b0a \u0111\u01b0\u1ee3c x\u00e1c minh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c quy\u1ebft \u0111\u1ecbnh.<\/li>\n\n\n\n<li>Kh\u00f4ng tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0.<\/li>\n<\/ul>\n\n\n\n<p>Qu\u1ea3n tr\u1ecb hi\u1ec7u qu\u1ea3 kh\u00f4ng ch\u1ec9 d\u1ef1a v\u00e0o c\u1ea5m \u0111o\u00e1n. N\u00f3 \u0111\u00f2i h\u1ecfi s\u1ef1 nh\u00ecn th\u1ea5y, gi\u00e1o d\u1ee5c v\u00e0 c\u00e1c con \u0111\u01b0\u1eddng ph\u00ea duy\u1ec7t c\u00f3 c\u1ea5u tr\u00fac cho ph\u00e9p \u0111\u1ed5i m\u1edbi trong khi duy tr\u00ec gi\u00e1m s\u00e1t.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"the-eu-ai-act-and-the-regulatory-landscape\">\u0110\u1ea1o lu\u1eadt AI c\u1ee7a EU v\u00e0 b\u1ed1i c\u1ea3nh quy \u0111\u1ecbnh<\/h3>\n\n\n<p>\u0110\u1ea1o lu\u1eadt AI c\u1ee7a EU \u0111\u1ea1i di\u1ec7n cho m\u1ed9t trong nh\u1eefng khung quy \u0111\u1ecbnh to\u00e0n di\u1ec7n nh\u1ea5t cho c\u00e1c h\u1ec7 th\u1ed1ng AI. N\u00f3 \u00e1p d\u1ee5ng c\u00e1ch ti\u1ebfp c\u1eadn d\u1ef1a tr\u00ean r\u1ee7i ro, ph\u00e2n lo\u1ea1i c\u00e1c h\u1ec7 th\u1ed1ng th\u00e0nh c\u00e1c m\u1ee9c \u0111\u1ed9 r\u1ee7i ro t\u1ed1i thi\u1ec3u, h\u1ea1n ch\u1ebf, cao v\u00e0 kh\u00f4ng ch\u1ea5p nh\u1eadn \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n<p>C\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 r\u1ee7i ro cao, ch\u1eb3ng h\u1ea1n nh\u01b0 nh\u1eadn d\u1ea1ng sinh tr\u1eafc h\u1ecdc ho\u1eb7c AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong vi\u1ec7c l\u00e0m v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng quan tr\u1ecdng, ph\u1ea3i tu\u00e2n th\u1ee7 c\u00e1c y\u00eau c\u1ea7u nghi\u00eam ng\u1eb7t, bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd r\u1ee7i ro.<\/li>\n\n\n\n<li>Ti\u00eau chu\u1ea9n qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>T\u00e0i li\u1ec7u k\u1ef9 thu\u1eadt.<\/li>\n\n\n\n<li>Ngh\u0129a v\u1ee5 minh b\u1ea1ch.<\/li>\n\n\n\n<li>Gi\u00e1m s\u00e1t sau th\u1ecb tr\u01b0\u1eddng.<\/li>\n<\/ul>\n\n\n\n<p>C\u00e1c c\u01a1 ch\u1ebf th\u1ef1c thi bao g\u1ed3m c\u00e1c kho\u1ea3n ph\u1ea1t \u0111\u00e1ng k\u1ec3 cho vi\u1ec7c kh\u00f4ng tu\u00e2n th\u1ee7.<\/p>\n\n\n\n<p>Ng\u01b0\u1ee3c l\u1ea1i, Hoa K\u1ef3 hi\u1ec7n t\u1ea1i d\u1ef1a v\u00e0o c\u00e1ch ti\u1ebfp c\u1eadn quy \u0111\u1ecbnh c\u1ee5 th\u1ec3 theo ng\u00e0nh. Gi\u00e1m s\u00e1t AI c\u00f3 th\u1ec3 ph\u00e1t sinh th\u00f4ng qua lu\u1eadt b\u1ea3o v\u1ec7 ng\u01b0\u1eddi ti\u00eau d\u00f9ng, quy \u0111\u1ecbnh t\u00e0i ch\u00ednh ho\u1eb7c th\u1ef1c thi quy\u1ec1n d\u00e2n s\u1ef1 thay v\u00ec m\u1ed9t \u0111\u1ea1o lu\u1eadt AI li\u00ean bang th\u1ed1ng nh\u1ea5t.<\/p>\n\n\n\n<p>S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y t\u1ea1o ra s\u1ef1 ph\u1ee9c t\u1ea1p cho c\u00e1c t\u1ed5 ch\u1ee9c \u0111a qu\u1ed1c gia. C\u00e1c khung qu\u1ea3n tr\u1ecb ph\u1ea3i h\u00f2a gi\u1ea3i c\u00e1c tri\u1ebft l\u00fd quy \u0111\u1ecbnh kh\u00e1c nhau trong khi duy tr\u00ec c\u00e1c ti\u00eau chu\u1ea9n n\u1ed9i b\u1ed9 nh\u1ea5t qu\u00e1n.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"bridging-the-compliance-gap\">Thu h\u1eb9p kho\u1ea3ng c\u00e1ch tu\u00e2n th\u1ee7<\/h3>\n\n\n<p>Kho\u1ea3ng c\u00e1ch tu\u00e2n th\u1ee7 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c ch\u00ednh s\u00e1ch \u0111\u01b0\u1ee3c vi\u1ebft v\u00e0 th\u1ef1c t\u1ebf ho\u1ea1t \u0111\u1ed9ng. Nhi\u1ec1u t\u1ed5 ch\u1ee9c c\u00f4ng b\u1ed1 c\u00e1c nguy\u00ean t\u1eafc \u0111\u1ea1o \u0111\u1ee9c AI, nh\u01b0ng thi\u1ebfu c\u00e1c quy tr\u00ecnh tri\u1ec3n khai, c\u01a1 ch\u1ebf ki\u1ec3m to\u00e1n ho\u1eb7c quy tr\u00ecnh t\u00e0i li\u1ec7u.<\/p>\n\n\n\n<p>\u0110\u00f3ng kho\u1ea3ng c\u00e1ch tu\u00e2n th\u1ee7 \u0111\u00f2i h\u1ecfi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ki\u1ec3m to\u00e1n n\u1ed9i b\u1ed9 th\u01b0\u1eddng xuy\u00ean.<\/li>\n\n\n\n<li>T\u00e0i li\u1ec7u m\u00f4 h\u00ecnh v\u00e0 ki\u1ec3m so\u00e1t phi\u00ean b\u1ea3n.<\/li>\n\n\n\n<li>Ki\u1ec3m tra thi\u00ean l\u1ec7ch v\u00e0 c\u00f4ng b\u1eb1ng.<\/li>\n\n\n\n<li>Quy tr\u00ecnh ph\u1ea3n h\u1ed3i s\u1ef1 c\u1ed1.<\/li>\n\n\n\n<li>C\u00e1c \u1ee7y ban \u0111\u00e1nh gi\u00e1 \u0111\u1ed9c l\u1eadp.<\/li>\n<\/ul>\n\n\n\n<p>S\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a qu\u1ea3n tr\u1ecb c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 tr\u00ean c\u00e1c kh\u00eda c\u1ea1nh nh\u01b0 t\u00edch h\u1ee3p ch\u00ednh s\u00e1ch, ki\u1ec3m so\u00e1t k\u1ef9 thu\u1eadt, ph\u1ea1m vi \u0111\u00e0o t\u1ea1o v\u00e0 gi\u00e1m s\u00e1t \u0111i\u1ec1u h\u00e0nh.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"from-principles-to-practice-operationalizing-responsible-ai\">T\u1eeb nguy\u00ean t\u1eafc \u0111\u1ebfn th\u1ef1c h\u00e0nh: Th\u1ef1c hi\u1ec7n h\u00f3a AI c\u00f3 tr\u00e1ch nhi\u1ec7m<\/h2>\n\n\n<p>Nhi\u1ec1u t\u1ed5 ch\u1ee9c c\u00f4ng khai \u1ee7ng h\u1ed9 \u0111\u1ea1o \u0111\u1ee9c AI, c\u00f4ng b\u1ed1 c\u00e1c b\u00e0i vi\u1ebft v\u1ecb tr\u00ed v\u00e0 cam k\u1ebft thi\u1ebft k\u1ebf c\u00f3 tr\u00e1ch nhi\u1ec7m. Tuy nhi\u00ean, vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i nh\u1eefng cam k\u1ebft \u0111\u00f3 th\u00e0nh h\u00e0nh \u0111\u1ed9ng \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u nh\u1eefng tr\u1edf ng\u1ea1i ho\u1ea1t \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3. Qu\u1ea3n tr\u1ecb tr\u1edf n\u00ean th\u1ef1c t\u1ebf kh\u00f4ng ph\u1ea3i khi c\u00e1c gi\u00e1 tr\u1ecb \u0111\u01b0\u1ee3c tuy\u00ean b\u1ed1, m\u00e0 khi ch\u00fang \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c quy tr\u00ecnh mua s\u1eafm, ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng, c\u1ea5u tr\u00fac b\u00e1o c\u00e1o v\u00e0 tr\u00e1ch nhi\u1ec7m \u0111i\u1ec1u h\u00e0nh.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"ai-inventory-as-the-foundation-of-control\">Ki\u1ec3m k\u00ea AI nh\u01b0 n\u1ec1n t\u1ea3ng c\u1ee7a ki\u1ec3m so\u00e1t<\/h3>\n\n\n<p>M\u1ed9t \u0111i\u1ec3m y\u1ebfu ph\u1ed5 bi\u1ebfn trong c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh AI l\u00e0 s\u1ef1 thi\u1ebfu v\u1eafng m\u1ed9t ki\u1ec3m k\u00ea AI to\u00e0n di\u1ec7n. N\u1ebfu kh\u00f4ng c\u00f3 m\u1ed9t ki\u1ec3m k\u00ea AI c\u00f3 c\u1ea5u tr\u00fac, c\u00e1c t\u1ed5 ch\u1ee9c th\u01b0\u1eddng thi\u1ebfu s\u1ef1 nh\u00ecn th\u1ea5y v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh n\u00e0o \u0111\u01b0\u1ee3c tri\u1ec3n khai, n\u01a1i ch\u00fang ho\u1ea1t \u0111\u1ed9ng v\u00e0 d\u1eef li\u1ec7u n\u00e0o ch\u00fang x\u1eed l\u00fd. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra c\u00e1c \u0111i\u1ec3m m\u00f9 l\u00e0m suy y\u1ebfu \u0111\u00e1nh gi\u00e1 r\u1ee7i ro v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng ki\u1ec3m to\u00e1n.<\/p>\n\n\n\n<p>M\u1ed9t ki\u1ec3m k\u00ea AI \u0111\u01b0\u1ee3c duy tr\u00ec \u0111\u00fang c\u00e1ch n\u00ean bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ee5c \u0111\u00edch h\u1ec7 th\u1ed1ng v\u00e0 ph\u00e2n lo\u1ea1i r\u1ee7i ro<\/li>\n\n\n\n<li>Ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 s\u1ef1 ti\u1ebfp x\u00fac ph\u00e1p l\u00fd<\/li>\n\n\n\n<li>T\u00e0i li\u1ec7u v\u1ec1 <strong>c\u01a1 ch\u1ebf gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi<\/strong> L\u1ecbch s\u1eed phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh v\u00e0 chu k\u1ef3 \u0111\u00e0o t\u1ea1o l\u1ea1i<\/li>\n\n\n\n<li>S\u1ef1 tham gia c\u1ee7a nh\u00e0 cung c\u1ea5p b\u00ean th\u1ee9 ba<\/li>\n\n\n\n<li>Thi\u1ebft l\u1eadp m\u1ed9t ki\u1ec3m k\u00ea AI kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 tu\u00e2n th\u1ee7. N\u00f3 c\u1ee7ng c\u1ed1 t\u00ednh minh b\u1ea1ch c\u1ee7a AI b\u1eb1ng c\u00e1ch cho ph\u00e9p truy xu\u1ea5t ngu\u1ed3n g\u1ed1c qua v\u00f2ng \u0111\u1eddi AI. Khi c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd ho\u1eb7c c\u00e1c b\u00ean li\u00ean quan y\u00eau c\u1ea7u t\u00e0i li\u1ec7u, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 ki\u1ec3m k\u00ea AI ho\u1ea1t \u0111\u1ed9ng c\u00f3 th\u1ec3 ph\u1ea3n h\u1ed3i m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng thay v\u00ec \u1ee9ng bi\u1ebfn.<\/li>\n<\/ul>\n\n\n\n<p>T\u00edch h\u1ee3p \u0111\u1ea1o \u0111\u1ee9c AI v\u00e0o quy tr\u00ecnh c\u00f4ng vi\u1ec7c qu\u1ea3n tr\u1ecb.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"embedding-ai-ethics-into-governance-workflows\">\u0110\u1ea1o \u0111\u1ee9c AI th\u1ef1c s\u1ef1 \u0111\u00f2i h\u1ecfi t\u00edch h\u1ee3p v\u00e0o c\u00e1c quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh thay v\u00ec c\u00e1c \u1ee7y ban t\u01b0 v\u1ea5n \u0111\u1ed9c l\u1eadp. V\u00ed d\u1ee5:<\/h3>\n\n\n<p>C\u00e1c \u0111\u1ed9i ng\u0169 mua s\u1eafm ph\u1ea3i \u0111\u00e1nh gi\u00e1 c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ef1a tr\u00ean c\u00e1c ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh \u0111\u00e3 x\u00e1c \u0111\u1ecbnh.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt ph\u1ea3i t\u00e0i li\u1ec7u c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra thi\u00ean l\u1ec7ch.<\/li>\n\n\n\n<li>C\u00e1c c\u00e1n b\u1ed9 r\u1ee7i ro ph\u1ea3i \u0111\u00e1nh gi\u00e1 s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c ch\u00ednh s\u00e1ch \u0111\u1ea1o \u0111\u1ee9c AI tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/li>\n\n\n\n<li>T\u00edch h\u1ee3p \u0111\u1ea1o \u0111\u1ee9c AI t\u1ea1i c\u00e1c \u0111i\u1ec3m ki\u1ec3m tra ho\u1ea1t \u0111\u1ed9ng \u0111\u1ea3m b\u1ea3o r\u1eb1ng vi\u1ec7c xem x\u00e9t \u0111\u1ea1o \u0111\u1ee9c kh\u00f4ng ph\u1ea3i l\u00e0 t\u00f9y ch\u1ecdn. N\u00f3 tr\u1edf th\u00e0nh m\u1ed9t b\u01b0\u1edbc b\u1eaft bu\u1ed9c trong v\u00f2ng \u0111\u1eddi s\u1ea3n ph\u1ea9m.<\/li>\n<\/ul>\n\n\n\n<p>C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u0169ng c\u1ee7ng c\u1ed1 t\u00ednh minh b\u1ea1ch c\u1ee7a AI, v\u00ec c\u00e1c \u0111\u00e1nh gi\u00e1 \u0111\u01b0\u1ee3c t\u00e0i li\u1ec7u t\u1ea1o ra m\u1ed9t d\u1ea5u v\u1ebft c\u00f3 th\u1ec3 ki\u1ec3m to\u00e1n. T\u00ednh minh b\u1ea1ch trong \u00fd ngh\u0129a n\u00e0y kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 c\u00f4ng b\u1ed1 m\u00f4 t\u1ea3 m\u00f4 h\u00ecnh. N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ch\u1ee9ng minh c\u00e1ch c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c ki\u1ec3m tra, xem x\u00e9t v\u00e0 ph\u00ea duy\u1ec7t.<\/p>\n\n\n\n<p>Ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh v\u00e0 c\u00e1c m\u00f4 h\u00ecnh qu\u1ea3n tr\u1ecb kh\u00e1c nhau.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"regulatory-standards-and-divergent-governance-models\">Qu\u1ea3n tr\u1ecb AI to\u00e0n c\u1ea7u \u0111ang ph\u00e1t tri\u1ec3n kh\u00f4ng \u0111\u1ed3ng \u0111\u1ec1u. Trong khi Li\u00ean minh Ch\u00e2u \u00c2u nh\u1ea5n m\u1ea1nh b\u1ea3o v\u1ec7 quy\u1ec1n l\u1ee3i th\u00f4ng qua c\u00e1c ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh c\u00f3 c\u1ea5u tr\u00fac, c\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a V\u01b0\u01a1ng qu\u1ed1c Anh ph\u1ea3n \u00e1nh m\u1ed9t m\u00f4 h\u00ecnh d\u1ef1a tr\u00ean nguy\u00ean t\u1eafc, d\u1eabn \u0111\u1ea7u theo ng\u00e0nh. C\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a V\u01b0\u01a1ng qu\u1ed1c Anh d\u1ef1a nhi\u1ec1u v\u00e0o c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd hi\u1ec7n c\u00f3 \u0111\u1ec3 di\u1ec5n gi\u1ea3i c\u00e1c r\u1ee7i ro AI trong c\u00e1c l\u0129nh v\u1ef1c c\u1ee7a h\u1ecd, khuy\u1ebfn kh\u00edch \u0111\u1ed5i m\u1edbi AI trong khi duy tr\u00ec tr\u00e1ch nhi\u1ec7m th\u00f4ng qua c\u00e1c c\u01a1 quan gi\u00e1m s\u00e1t \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp.<\/h3>\n\n\n<p>C\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a V\u01b0\u01a1ng qu\u1ed1c Anh minh h\u1ecda c\u00e1ch c\u00e1c ch\u00ednh ph\u1ee7 c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi AI m\u00e0 kh\u00f4ng \u00e1p \u0111\u1eb7t m\u1ed9t khung ngang duy nh\u1ea5t. Thay v\u00ec quy \u0111\u1ecbnh t\u1eadp trung, chi\u1ebfn l\u01b0\u1ee3c trao quy\u1ec1n cho c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh, c\u01a1 quan y t\u1ebf v\u00e0 c\u01a1 quan c\u1ea1nh tranh \u0111\u1ec3 \u00e1p d\u1ee5ng c\u00e1c ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh c\u1ee5 th\u1ec3 theo ng\u00e0nh.<\/p>\n\n\n\n<p>Tuy nhi\u00ean, s\u1ef1 \u0111a d\u1ea1ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh n\u00e0y t\u1ea1o ra s\u1ef1 ph\u1ee9c t\u1ea1p. C\u00e1c c\u00f4ng ty \u0111a qu\u1ed1c gia ph\u1ea3i \u0111i\u1ec1u h\u01b0\u1edbng nhi\u1ec1u ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh, h\u00f2a gi\u1ea3i ch\u00fang v\u1edbi c\u00e1c khung qu\u1ea3n tr\u1ecb n\u1ed9i b\u1ed9 v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n trong c\u00e1c th\u1ef1c ti\u1ec5n t\u00e0i li\u1ec7u v\u00e0 gi\u00e1m s\u00e1t.<\/p>\n\n\n\n<p>Ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u v\u00e0 s\u1ef1 ph\u1ee9c t\u1ea1p xuy\u00ean bi\u00ean gi\u1edbi.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"data-sovereignty-and-crossborder-complexity\">Khi c\u00e1c h\u1ec7 th\u1ed1ng AI m\u1edf r\u1ed9ng to\u00e0n c\u1ea7u, ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u tr\u1edf th\u00e0nh m\u1ed9t r\u00e0ng bu\u1ed9c qu\u1ea3n tr\u1ecb x\u00e1c \u0111\u1ecbnh. Ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u x\u00e1c \u0111\u1ecbnh lu\u1eadt n\u00e0o \u0111i\u1ec1u ch\u1ec9nh c\u00e1c t\u1eadp d\u1eef li\u1ec7u, c\u00e1ch x\u1eed l\u00fd c\u00e1c chuy\u1ec3n giao xuy\u00ean bi\u00ean gi\u1edbi v\u00e0 li\u1ec7u c\u00e1c quy tr\u00ecnh \u0111\u00e0o t\u1ea1o l\u1ea1i c\u00f3 ph\u1ea3i duy tr\u00ec trong ph\u1ea1m vi \u0111\u1ecba l\u00fd hay kh\u00f4ng.<\/h3>\n\n\n<p>Trong c\u00e1c h\u1ec7 sinh th\u00e1i AI ph\u00e2n t\u00e1n, \u0111i\u1ec1u ph\u1ed1i to\u00e0n c\u1ea7u l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 h\u00e0i h\u00f2a tu\u00e2n th\u1ee7 tr\u00ean c\u00e1c khu v\u1ef1c ph\u00e1p l\u00fd. V\u00ed d\u1ee5:.<\/p>\n\n\n\n<p>C\u00e1c t\u1eadp d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o \u0111\u01b0\u1ee3c thu th\u1eadp \u1edf m\u1ed9t khu v\u1ef1c c\u00f3 th\u1ec3 kh\u00f4ng \u0111\u01b0\u1ee3c chuy\u1ec3n giao h\u1ee3p ph\u00e1p sang khu v\u1ef1c kh\u00e1c.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c \u0111\u1ea7u ra m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 ph\u1ea3i tu\u00e2n theo c\u00e1c ngh\u0129a v\u1ee5 ki\u1ec3m to\u00e1n \u0111\u1ecba ph\u01b0\u01a1ng.<\/li>\n\n\n\n<li>C\u00e1c c\u00f4ng c\u1ee5 ghi nh\u1eadt k\u00fd v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch ph\u1ea3i th\u00edch \u1ee9ng v\u1edbi c\u00e1c y\u00eau c\u1ea7u minh b\u1ea1ch kh\u00e1c nhau.<\/li>\n\n\n\n<li>N\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 \u0111i\u1ec1u ph\u1ed1i to\u00e0n c\u1ea7u hi\u1ec7u qu\u1ea3, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 nguy c\u01a1 ph\u00e2n m\u1ea3nh ki\u1ebfn tr\u00fac AI c\u1ee7a h\u1ecd th\u00e0nh c\u00e1c silo tu\u00e2n th\u1ee7 kh\u00f4ng t\u01b0\u01a1ng th\u00edch.<\/li>\n<\/ul>\n\n\n\n<p>T\u00ednh minh b\u1ea1ch c\u1ee7a AI v\u01b0\u1ee3t ra ngo\u00e0i vi\u1ec7c c\u00f4ng b\u1ed1.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"ai-transparency-beyond-disclosure\">Nhi\u1ec1u t\u1ed5 ch\u1ee9c \u0111\u1ed3ng nh\u1ea5t t\u00ednh minh b\u1ea1ch v\u1edbi b\u00e1o c\u00e1o c\u00f4ng khai. Tuy nhi\u00ean, t\u00ednh minh b\u1ea1ch c\u1ee7a AI m\u1ea1nh m\u1ebd ho\u1ea1t \u0111\u1ed9ng n\u1ed9i b\u1ed9 c\u0169ng nh\u01b0 b\u00ean ngo\u00e0i. N\u00f3 bao g\u1ed3m:<\/h3>\n\n\n<p>T\u00e0i li\u1ec7u r\u00f5 r\u00e0ng v\u1ec1 ph\u00e2n lo\u1ea1i r\u1ee7i ro.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u1ea3i th\u00edch d\u1ec5 ti\u1ebfp c\u1eadn v\u1ec1 h\u00e0nh vi c\u1ee7a m\u00f4 h\u00ecnh.<\/li>\n\n\n\n<li>C\u00e1c k\u00eanh x\u00e1c \u0111\u1ecbnh cho c\u00e1c khi\u1ebfu n\u1ea1i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c y\u00eau c\u1ea7u s\u1eeda ch\u1eefa.<\/li>\n\n\n\n<li>Giao ti\u1ebfp minh b\u1ea1ch v\u1ec1 c\u00e1c gi\u1edbi h\u1ea1n c\u1ee7a h\u1ec7 th\u1ed1ng.<\/li>\n\n\n\n<li>T\u00ednh minh b\u1ea1ch c\u1ee7a AI c\u0169ng ph\u1ee5 thu\u1ed9c v\u00e0o gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi c\u00f3 c\u1ea5u tr\u00fac, \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng v\u1eabn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c xem x\u00e9t v\u00e0 tranh c\u00e3i. Trong c\u00e1c b\u1ed1i c\u1ea3nh c\u00f3 r\u1ee7i ro cao, gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi cung c\u1ea5p m\u1ed9t bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 th\u1ee7 t\u1ee5c c\u1ee7ng c\u1ed1 c\u1ea3 t\u00ednh h\u1ee3p ph\u00e1p v\u00e0 kh\u1ea3 n\u0103ng b\u1ea3o v\u1ec7 ph\u00e1p l\u00fd.<\/li>\n<\/ul>\n\n\n\n<p>V\u0103n h\u00f3a nh\u01b0 m\u1ed9t y\u1ebfu t\u1ed1 h\u1ed7 tr\u1ee3 qu\u1ea3n tr\u1ecb.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"culture-as-a-governance-enabler\">C\u00e1c khung qu\u1ea3n tr\u1ecb th\u01b0\u1eddng th\u1ea5t b\u1ea1i kh\u00f4ng ph\u1ea3i v\u00ec y\u1ebfu k\u00e9m k\u1ef9 thu\u1eadt, m\u00e0 v\u00ec v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c. N\u1ebfu v\u0103n h\u00f3a n\u1ed9i b\u1ed9 th\u01b0\u1edfng cho vi\u1ec7c tri\u1ec3n khai nhanh ch\u00f3ng h\u01a1n l\u00e0 \u0111\u00e1nh gi\u00e1 c\u1ea9n th\u1eadn, c\u00e1c c\u01a1 ch\u1ebf gi\u00e1m s\u00e1t tr\u1edf th\u00e0nh bi\u1ec3u t\u01b0\u1ee3ng.<\/h3>\n\n\n<p>Thay \u0111\u1ed5i v\u0103n h\u00f3a \u0111\u00f2i h\u1ecfi ph\u1ea3i \u0111i\u1ec1u ch\u1ec9nh c\u00e1c \u0111\u1ed9ng l\u1ef1c v\u1edbi k\u1ebft qu\u1ea3 c\u00f3 tr\u00e1ch nhi\u1ec7m. C\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t n\u00ean ph\u1ea3n \u00e1nh kh\u00f4ng ch\u1ec9 t\u1ed1c \u0111\u1ed9 \u0111\u1ed5i m\u1edbi AI, m\u00e0 c\u00f2n s\u1ef1 tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n qu\u1ea3n tr\u1ecb. L\u00e3nh \u0111\u1ea1o ph\u1ea3i c\u1ee7ng c\u1ed1 r\u1eb1ng vi\u1ec7c tri\u1ec3n khai AI c\u00f3 tr\u00e1ch nhi\u1ec7m h\u1ed7 tr\u1ee3 \u0111\u1ed5i m\u1edbi AI b\u1ec1n v\u1eefng thay v\u00ec h\u1ea1n ch\u1ebf n\u00f3.<\/p>\n\n\n\n<p>M\u1ed9t v\u0103n h\u00f3a \u0111\u1ecbnh h\u01b0\u1edbng qu\u1ea3n tr\u1ecb c\u0169ng h\u1ed7 tr\u1ee3 \u0111i\u1ec1u ph\u1ed1i to\u00e0n c\u1ea7u ch\u1ee7 \u0111\u1ed9ng, khuy\u1ebfn kh\u00edch c\u00e1c \u0111\u1ed9i ng\u0169 chia s\u1ebb th\u00f4ng tin tu\u00e2n th\u1ee7 tr\u00ean c\u00e1c khu v\u1ef1c thay v\u00ec c\u00f4 l\u1eadp di\u1ec5n gi\u1ea3i quy \u0111\u1ecbnh trong c\u00e1c silo.<\/p>\n\n\n\n<p>C\u00e2n b\u1eb1ng \u0111\u1ed5i m\u1edbi v\u1edbi k\u1ef7 lu\u1eadt qu\u1ea3n tr\u1ecb.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"balancing-innovation-with-governance-discipline\">S\u1ef1 c\u0103ng th\u1eb3ng gi\u1eefa \u0111\u1ed5i m\u1edbi AI v\u00e0 tu\u00e2n th\u1ee7 th\u01b0\u1eddng b\u1ecb ph\u00f3ng \u0111\u1ea1i. Qu\u1ea3n tr\u1ecb m\u1ea1nh m\u1ebd kh\u00f4ng l\u00e0m ch\u1eadm ti\u1ebfn \u0111\u1ed9 m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean. Thay v\u00e0o \u0111\u00f3, n\u00f3 gi\u1ea3m b\u1edbt s\u1ef1 kh\u00f4ng ch\u1eafc ch\u1eafn, x\u00e2y d\u1ef1ng l\u00f2ng tin c\u1ee7a c\u00e1c b\u00ean li\u00ean quan v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro uy t\u00edn.<\/h3>\n\n\n<p>Khi c\u00e1c t\u1ed5 ch\u1ee9c t\u00edch h\u1ee3p t\u00ednh minh b\u1ea1ch c\u1ee7a AI, th\u1ef1c thi gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi, duy tr\u00ec m\u1ed9t ki\u1ec3m k\u00ea AI c\u1eadp nh\u1eadt v\u00e0 t\u00f4n tr\u1ecdng c\u00e1c r\u00e0ng bu\u1ed9c ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u, h\u1ecd t\u1ea1o ra n\u1ec1n t\u1ea3ng \u1ed5n \u0111\u1ecbnh \u0111\u1ec3 m\u1edf r\u1ed9ng \u0111\u1ed5i m\u1edbi AI m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/p>\n\n\n\n<p>C\u00e2u h\u1ecfi qu\u1ea3n tr\u1ecb c\u1ed1t l\u00f5i kh\u00f4ng ph\u1ea3i l\u00e0 li\u1ec7u c\u00f3 n\u00ean \u0111i\u1ec1u ch\u1ec9nh ho\u1ea1t \u0111\u1ed9ng AI n\u1ed9i b\u1ed9 hay kh\u00f4ng, m\u00e0 l\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 l\u00e0m \u0111i\u1ec1u \u0111\u00f3 theo c\u00e1ch d\u1ef1 \u0111o\u00e1n s\u1ef1 thay \u0111\u1ed5i quy \u0111\u1ecbnh, \u0111\u00e1p \u1ee9ng c\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a V\u01b0\u01a1ng qu\u1ed1c Anh c\u00f9ng v\u1edbi c\u00e1c y\u00eau c\u1ea7u c\u1ee7a EU, v\u00e0 cho ph\u00e9p \u0111i\u1ec1u ph\u1ed1i to\u00e0n c\u1ea7u tr\u00ean c\u00e1c khu v\u1ef1c ph\u00e1p l\u00fd.<\/p>\n\n\n\n<p>Chuy\u1ec3n \u0111\u1ed5i AI th\u00e0nh c\u00f4ng khi s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a qu\u1ea3n tr\u1ecb ph\u00e1t tri\u1ec3n song song v\u1edbi kh\u1ea3 n\u0103ng k\u1ef9 thu\u1eadt. Theo ngh\u0129a n\u00e0y, qu\u1ea3n tr\u1ecb kh\u00f4ng ph\u1ea3i l\u00e0 r\u00e0o c\u1ea3n \u0111\u1ed1i v\u1edbi \u0111\u1ed5i m\u1edbi. \u0110\u00f3 l\u00e0 c\u1ea5u tr\u00fac cho ph\u00e9p \u0111\u1ed5i m\u1edbi t\u1ed3n t\u1ea1i.<\/p>\n\n\n\n<p>\u0110i\u1ec1u ph\u1ed1i to\u00e0n c\u1ea7u v\u00e0 ti\u00eau chu\u1ea9n.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"global-coordination-and-standards\">C\u00e1c h\u1ec7 th\u1ed1ng AI ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u00e1c bi\u00ean gi\u1edbi. Tuy nhi\u00ean, s\u1ef1 ph\u00e2n m\u1ea3nh quy \u0111\u1ecbnh l\u00e0m t\u0103ng r\u1ee7i ro ho\u1ea1t \u0111\u1ed9ng. C\u00e1c n\u1ed7 l\u1ef1c \u0111i\u1ec1u ph\u1ed1i qu\u1ed1c t\u1ebf, bao g\u1ed3m c\u00e1c ti\u00eau chu\u1ea9n ISO nh\u01b0 ISO\/IEC 42001 cho c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd AI, nh\u1eb1m t\u1ea1o ra c\u00e1c c\u01a1 s\u1edf qu\u1ea3n tr\u1ecb chung.<\/h3>\n\n\n<p>Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c khung qu\u1ea3n tr\u1ecb ti\u00eau chu\u1ea9n h\u00f3a c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3:.<\/p>\n\n\n\n<p>Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c xuy\u00ean bi\u00ean gi\u1edbi.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c con \u0111\u01b0\u1eddng ch\u1ee9ng nh\u1eadn.<\/li>\n\n\n\n<li>H\u00e0i h\u00f2a quy \u0111\u1ecbnh.<\/li>\n\n\n\n<li>T\u0103ng c\u01b0\u1eddng l\u00f2ng tin v\u1edbi c\u00e1c b\u00ean li\u00ean quan.<\/li>\n\n\n\n<li>S\u1ef1 li\u00ean k\u1ebft to\u00e0n c\u1ea7u kh\u00f4ng lo\u1ea1i b\u1ecf c\u00e1c ngh\u0129a v\u1ee5 \u0111\u1ecba ph\u01b0\u01a1ng, nh\u01b0ng n\u00f3 gi\u1ea3m b\u1edbt s\u1ef1 kh\u00f4ng ch\u1eafc ch\u1eafn v\u00e0 tr\u00f9ng l\u1eb7p.<\/li>\n<\/ul>\n\n\n\n<p>C\u00e1c t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng trong c\u00e1c ng\u00e0nh \u0111\u01b0\u1ee3c quy \u0111\u1ecbnh th\u01b0\u1eddng d\u1ef1a v\u00e0o c\u00e1c h\u1ec7 sinh th\u00e1i tu\u00e2n th\u1ee7 c\u00f3 c\u1ea5u tr\u00fac, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c t\u00e0i li\u1ec7u h\u00f3a trong c\u00e1c. <\/p>\n\n\n\n<p>m\u00f4i tr\u01b0\u1eddng qu\u1ea3n tr\u1ecb c\u1ee5 th\u1ec3 theo ng\u00e0nh <a href=\"https:\/\/www.gamblingpedia.co.uk\/\">H\u1ec7 th\u1ed1ng k\u1ebf th\u1eeba v\u00e0 c\u00e1c h\u1ea1n ch\u1ebf v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/a>.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"legacy-systems-and-infrastructure-constraints\">Nhi\u1ec1u t\u1ed5 ch\u1ee9c theo \u0111u\u1ed5i chuy\u1ec3n \u0111\u1ed5i AI trong khi ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u00e1c ki\u1ebfn tr\u00fac CNTT l\u1ed7i th\u1eddi. C\u00e1c h\u1ec7 th\u1ed1ng k\u1ebf th\u1eeba th\u01b0\u1eddng thi\u1ebfu:<\/h3>\n\n\n<p>Theo d\u00f5i ngu\u1ed3n g\u1ed1c d\u1eef li\u1ec7u.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0110i\u1ec3m t\u00edch h\u1ee3p an to\u00e0n.<\/li>\n\n\n\n<li>Kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c.<\/li>\n\n\n\n<li>B\u00e1o c\u00e1o tu\u00e2n th\u1ee7 t\u1ef1 \u0111\u1ed9ng.<\/li>\n\n\n\n<li>Qu\u1ea3n tr\u1ecb AI hi\u1ec7n \u0111\u1ea1i \u0111\u00f2i h\u1ecfi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng k\u1ef9 thu\u1eadt c\u00f3 kh\u1ea3 n\u0103ng ghi nh\u1eadt k\u00fd c\u00e1c quy\u1ebft \u0111\u1ecbnh, theo d\u00f5i c\u00e1c phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c c\u00f4ng c\u1ee5 gi\u1ea3i th\u00edch. N\u00e2ng c\u1ea5p c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t. \u0110\u00f3 l\u00e0 m\u1ed9t nhu c\u1ea7u qu\u1ea3n tr\u1ecb.<\/li>\n<\/ul>\n\n\n\n<p>Kho\u1ea3ng c\u00e1ch t\u00e0i n\u0103ng v\u00e0 kh\u1ea3 n\u0103ng t\u1ed5 ch\u1ee9c.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"the-talent-gap-and-organizational-capability\">Qu\u1ea3n tr\u1ecb kh\u00f4ng th\u1ec3 ho\u1ea1t \u0111\u1ed9ng n\u1ebfu kh\u00f4ng c\u00f3 c\u00e1c chuy\u00ean gia c\u00f3 k\u1ef9 n\u0103ng. Qu\u1ea3n tr\u1ecb AI \u0111\u00f2i h\u1ecfi chuy\u00ean m\u00f4n li\u00ean ng\u00e0nh bao g\u1ed3m:<\/h3>\n\n\n<p>Khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>An ninh m\u1ea1ng.<\/li>\n\n\n\n<li><a href=\"https:\/\/securitybriefing.net\/cybersecurity\/predictive-cybersecurity-why-2026-will-redefine-digital-defense\/\">Tu\u00e2n th\u1ee7 ph\u00e1p l\u00fd.<\/a><\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd r\u1ee7i ro.<\/li>\n\n\n\n<li>\u0110\u1ea1o \u0111\u1ee9c v\u00e0 ch\u00ednh s\u00e1ch c\u00f4ng.<\/li>\n\n\n\n<li>S\u1ef1 thi\u1ebfu h\u1ee5t c\u00e1c chuy\u00ean gia c\u00f3 ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt v\u00e0 quy \u0111\u1ecbnh k\u1ebft h\u1ee3p t\u1ea1o ra c\u00e1c n\u00fat th\u1eaft c\u1ed5 chai. C\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u00e0 c\u00e1c \u0111\u1ed9i ng\u0169 \u0111a ch\u1ee9c n\u0103ng thay v\u00ec c\u00f4 l\u1eadp gi\u00e1m s\u00e1t AI trong m\u1ed9t b\u1ed9 ph\u1eadn duy nh\u1ea5t.<\/li>\n<\/ul>\n\n\n\n<p>Thay \u0111\u1ed5i v\u0103n h\u00f3a v\u00e0 tr\u00e1ch nhi\u1ec7m \u0111i\u1ec1u h\u00e0nh.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"culture-shift-and-executive-responsibility\">Cu\u1ed1i c\u00f9ng, qu\u1ea3n tr\u1ecb l\u00e0 v\u0103n h\u00f3a. C\u00e1c ch\u00ednh s\u00e1ch kh\u00f4ng hi\u1ec7u qu\u1ea3 n\u1ebfu c\u00e1c \u0111\u1ed9ng l\u1ef1c l\u00e3nh \u0111\u1ea1o th\u01b0\u1edfng cho t\u1ed1c \u0111\u1ed9 h\u01a1n l\u00e0 tr\u00e1ch nhi\u1ec7m. C\u00e1c h\u1ed9i \u0111\u1ed3ng \u0111i\u1ec1u h\u00e0nh ph\u1ea3i coi qu\u1ea3n tr\u1ecb AI l\u00e0 m\u1ed9t \u01b0u ti\u00ean chi\u1ebfn l\u01b0\u1ee3c, kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t suy ngh\u0129 sau khi tu\u00e2n th\u1ee7.<\/h3>\n\n\n<p>M\u1ed9t v\u0103n h\u00f3a \u0111\u1ecbnh h\u01b0\u1edbng qu\u1ea3n tr\u1ecb nh\u1ea5n m\u1ea1nh:.<\/p>\n\n\n\n<p>Giao ti\u1ebfp minh b\u1ea1ch.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u00e1m s\u00e1t li\u00ean t\u1ee5c.<\/li>\n\n\n\n<li>S\u1eb5n s\u00e0ng t\u1ea1m d\u1eebng tri\u1ec3n khai khi xu\u1ea5t hi\u1ec7n r\u1ee7i ro.<\/li>\n\n\n\n<li>C\u00e1c con \u0111\u01b0\u1eddng leo thang r\u00f5 r\u00e0ng.<\/li>\n\n\n\n<li>N\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 s\u1edf h\u1eefu c\u1ee7a \u0111i\u1ec1u h\u00e0nh, c\u00e1c khung qu\u1ea3n tr\u1ecb thi\u1ebfu th\u1ea9m quy\u1ec1n.<\/li>\n<\/ul>\n\n\n\n<p>B\u1ea3ng so s\u00e1nh.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"comparison-table\">Qu\u1ea3n tr\u1ecb AI so v\u1edbi Qu\u1ea3n l\u00fd CNTT<\/h2>\n\n<h3 class=\"wp-block-heading\" id=\"ai-governance-vs-it-management\">Qu\u1ea3n tr\u1ecb AI<\/h3>\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Kh\u00eda C\u1ea1nh<\/th><th>Qu\u1ea3n l\u00fd CNTT<\/th><th>S\u1ef1 ph\u00f9 h\u1ee3p \u0111\u1ea1o \u0111\u1ee9c v\u00e0 quy \u0111\u1ecbnh<\/th><\/tr><\/thead><tbody><tr><td>T\u1eadp Trung<\/td><td>Hi\u1ec7u su\u1ea5t k\u1ef9 thu\u1eadt<\/td><td>Gi\u00e1m s\u00e1t<\/td><\/tr><tr><td>Tr\u00e1ch nhi\u1ec7m c\u1ee7a con ng\u01b0\u1eddi<\/td><td>\u0110\u1ed9 tin c\u1eady c\u1ee7a h\u1ec7 th\u1ed1ng<\/td><td>Ph\u1ea1m vi r\u1ee7i ro<\/td><\/tr><tr><td>Thi\u00ean l\u1ec7ch, quy\u1ec1n l\u1ee3i, minh b\u1ea1ch<\/td><td>Th\u1eddi gian ch\u1ebft, vi ph\u1ea1m an ninh<\/td><td>Ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh v\u00e0 \u0111\u1ea1o \u0111\u1ee9c<\/td><\/tr><tr><td>S\u1ef1 tu\u00e2n th\u1ee7<\/td><td>Ti\u00eau chu\u1ea9n k\u1ef9 thu\u1eadt<\/td><td>C\u00e1ch ti\u1ebfp c\u1eadn quy \u0111\u1ecbnh c\u1ee7a EU so v\u1edbi Hoa K\u1ef3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<h3 class=\"wp-block-heading\" id=\"eu-vs-us-regulatory-approach\">Quy \u0111\u1ecbnh AI c\u1ee7a EU<\/h3>\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Kh\u00eda C\u1ea1nh<\/th><th>Quy \u0111\u1ecbnh AI c\u1ee7a Hoa K\u1ef3<\/th><th>C\u00e1ch ti\u1ebfp c\u1eadn<\/th><\/tr><\/thead><tbody><tr><td>Ph\u00e2n lo\u1ea1i d\u1ef1a tr\u00ean r\u1ee7i ro<\/td><td>Gi\u00e1m s\u00e1t c\u1ee5 th\u1ec3 theo ng\u00e0nh<\/td><td>Quy\u1ec1n l\u1ee3i v\u00e0 an to\u00e0n c\u01a1 b\u1ea3n<\/td><\/tr><tr><td>T\u1eadp Trung<\/td><td>\u0110\u1ed5i m\u1edbi v\u00e0 c\u1ea1nh tranh<\/td><td>Th\u1ef1c thi<\/td><\/tr><tr><td>H\u00ecnh ph\u1ea1t t\u1eadp trung<\/td><td>Ph\u00e2n m\u1ea3nh theo ng\u00e0nh<\/td><td>L\u1ed9 tr\u00ecnh qu\u1ea3n tr\u1ecb th\u1ef1c t\u1ebf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<h2 class=\"wp-block-heading\" id=\"practical-governance-roadmap\">C\u00e1c t\u1ed5 ch\u1ee9c t\u00ecm c\u00e1ch gi\u1ea3i quy\u1ebft chuy\u1ec3n \u0111\u1ed5i AI nh\u01b0 m\u1ed9t th\u00e1ch th\u1ee9c qu\u1ea3n tr\u1ecb c\u00f3 th\u1ec3 theo m\u1ed9t l\u1ed9 tr\u00ecnh c\u00f3 c\u1ea5u tr\u00fac:<\/h2>\n\n\n<p>Thi\u1ebft l\u1eadp m\u1ed9t \u1ee7y ban qu\u1ea3n tr\u1ecb AI.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>L\u1eadp b\u1ea3n \u0111\u1ed3 c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng AI v\u00e0 ph\u00e2n lo\u1ea1i m\u1ee9c \u0111\u1ed9 r\u1ee7i ro.<\/li>\n\n\n\n<li>X\u00e1c \u0111\u1ecbnh vai tr\u00f2 tr\u00e1ch nhi\u1ec7m.<\/li>\n\n\n\n<li>Th\u1ef1c hi\u1ec7n c\u00e1c ki\u1ec3m so\u00e1t qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Ti\u1ebfn h\u00e0nh \u0111\u00e1nh gi\u00e1 thi\u00ean l\u1ec7ch v\u00e0 t\u00e1c \u0111\u1ed9ng.<\/li>\n\n\n\n<li>T\u1ea1o quy tr\u00ecnh t\u00e0i li\u1ec7u v\u00e0 ki\u1ec3m to\u00e1n.<\/li>\n\n\n\n<li>\u0110\u00e0o t\u1ea1o nh\u00e2n vi\u00ean v\u1ec1 th\u1ef1c h\u00e0nh AI c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/li>\n\n\n\n<li>Gi\u00e1m s\u00e1t hi\u1ec7u su\u1ea5t v\u00e0 thay \u0111\u1ed5i quy \u0111\u1ecbnh.<\/li>\n\n\n\n<li>Qu\u1ea3n tr\u1ecb ph\u1ea3i l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh l\u1eb7p \u0111i l\u1eb7p l\u1ea1i. Khi kh\u1ea3 n\u0103ng AI ph\u00e1t tri\u1ec3n, c\u00e1c c\u1ea5u tr\u00fac gi\u00e1m s\u00e1t c\u0169ng ph\u1ea3i ph\u00e1t tri\u1ec3n.<\/li>\n<\/ol>\n\n\n\n<p>Qu\u1ea3n tr\u1ecb AI l\u00e0 g\u00ec?.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"frequently-asked-questions\">C\u00e2u H\u1ecfi Th\u01b0\u1eddng G\u1eb7p<\/h2>\n\n<h3 class=\"wp-block-heading\" id=\"what-is-ai-governance\"><strong>Qu\u1ea3n tr\u1ecb AI l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 c\u1ea5u tr\u00fac c\u1ee7a c\u00e1c ch\u00ednh s\u00e1ch, vai tr\u00f2, ki\u1ec3m so\u00e1t k\u1ef9 thu\u1eadt v\u00e0 quy tr\u00ecnh gi\u00e1m s\u00e1t \u0111\u1ea3m b\u1ea3o c\u00e1c h\u1ec7 th\u1ed1ng AI ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 h\u1ee3p ph\u00e1p.<\/strong><\/h3>\n\n\n<p>T\u1ea1i sao chuy\u1ec3n \u0111\u1ed5i AI ch\u1ee7 y\u1ebfu l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 qu\u1ea3n tr\u1ecb?.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"why-is-ai-transformation-primarily-a-governance-issue\"><strong>B\u1edfi v\u00ec AI \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c quy\u1ebft \u0111\u1ecbnh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1 nh\u00e2n v\u00e0 th\u1ecb tr\u01b0\u1eddng, \u0111\u00f2i h\u1ecfi tr\u00e1ch nhi\u1ec7m, minh b\u1ea1ch v\u00e0 tu\u00e2n th\u1ee7 v\u01b0\u1ee3t ra ngo\u00e0i hi\u1ec7u su\u1ea5t k\u1ef9 thu\u1eadt.<\/strong><\/h3>\n\n\n<p>\u0110\u1ea1o lu\u1eadt AI c\u1ee7a EU \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c t\u1ed5 ch\u1ee9c nh\u01b0 th\u1ebf n\u00e0o?.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"how-does-the-eu-ai-act-impact-organizations\"><strong>N\u00f3 \u00e1p \u0111\u1eb7t c\u00e1c y\u00eau c\u1ea7u d\u1ef1a tr\u00ean r\u1ee7i ro, ti\u00eau chu\u1ea9n t\u00e0i li\u1ec7u v\u00e0 c\u00e1c h\u00ecnh ph\u1ea1t ti\u1ec1m n\u0103ng cho vi\u1ec7c kh\u00f4ng tu\u00e2n th\u1ee7.<\/strong><\/h3>\n\n\n<p>AI b\u00f3ng t\u1ed1i l\u00e0 g\u00ec?.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"what-is-shadow-ai\"><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o b\u00f3ng t\u1ed1i l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n<p>C\u00f4ng c\u1ee5 ho\u1eb7c h\u1ec7 th\u1ed1ng AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng m\u00e0 kh\u00f4ng c\u00f3 s\u1ef1 ch\u1ea5p thu\u1eadn ch\u00ednh th\u1ee9c ho\u1eb7c gi\u00e1m s\u00e1t trong m\u1ed9t t\u1ed5 ch\u1ee9c.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"how-can-organizations-close-the-compliance-gap\"><strong>L\u00e0m th\u1ebf n\u00e0o c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 thu h\u1eb9p kho\u1ea3ng c\u00e1ch tu\u00e2n th\u1ee7?<\/strong><\/h3>\n\n\n<p>Th\u00f4ng qua ki\u1ec3m to\u00e1n, t\u00e0i li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac, vai tr\u00f2 tr\u00e1ch nhi\u1ec7m r\u00f5 r\u00e0ng v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"final-thoughts\">Suy ngh\u0129 cu\u1ed1i c\u00f9ng<\/h2>\n\n\n<p>Chuy\u1ec3n \u0111\u1ed5i AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t cu\u1ed9c \u0111ua \u0111\u1ed5i m\u1edbi. Tuy nhi\u00ean, l\u1ecbch s\u1eed cho th\u1ea5y r\u1eb1ng s\u1ef1 t\u0103ng t\u1ed1c c\u00f4ng ngh\u1ec7 m\u00e0 kh\u00f4ng c\u00f3 qu\u1ea3n tr\u1ecb d\u1eabn \u0111\u1ebfn s\u1ef1 b\u1ea5t \u1ed5n. C\u00e2u h\u1ecfi quan tr\u1ecdng kh\u00f4ng ph\u1ea3i l\u00e0 AI c\u00f3 th\u1ec3 tri\u1ec3n khai nhanh nh\u01b0 th\u1ebf n\u00e0o, m\u00e0 l\u00e0 n\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd c\u00f3 tr\u00e1ch nhi\u1ec7m ra sao.<\/p>\n\n\n\n<p>H\u1ec7 th\u1ed1ng AI \u0111\u1ecbnh h\u00ecnh c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u00e0i ch\u00ednh, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m, k\u1ebft qu\u1ea3 y t\u1ebf v\u00e0 d\u1ecbch v\u1ee5 c\u00f4ng c\u1ed9ng. \u1ea2nh h\u01b0\u1edfng c\u1ee7a ch\u00fang m\u1edf r\u1ed9ng ra ngo\u00e0i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u qu\u1ea3 v\u00e0o t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i. Qu\u1ea3n tr\u1ecb cung c\u1ea5p c\u1ea5u tr\u00fac th\u00f4ng qua \u0111\u00f3 \u0111\u1ed5i m\u1edbi tr\u1edf n\u00ean b\u1ec1n v\u1eefng.<\/p>\n\n\n\n<p>C\u00e1c t\u1ed5 ch\u1ee9c nh\u1eadn ra chuy\u1ec3n \u0111\u1ed5i AI l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c v\u1ec1 qu\u1ea3n tr\u1ecb s\u1ebd c\u00f3 v\u1ecb tr\u00ed t\u1ed1t h\u01a1n \u0111\u1ec3 x\u00e2y d\u1ef1ng ni\u1ec1m tin, tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u00e0 th\u00edch \u1ee9ng v\u1edbi c\u00e1c ti\u00eau chu\u1ea9n \u0111ang ph\u00e1t tri\u1ec3n. Nh\u1eefng t\u1ed5 ch\u1ee9c coi qu\u1ea3n tr\u1ecb l\u00e0 th\u1ee9 y\u1ebfu c\u00f3 nguy c\u01a1 b\u1ecb t\u1ed5n h\u1ea1i danh ti\u1ebfng, b\u1ecb ph\u1ea1t quy \u0111\u1ecbnh v\u00e0 gi\u00e1n \u0111o\u1ea1n ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<p>V\u1ec1 l\u00e2u d\u00e0i, l\u1ee3i th\u1ebf c\u1ea1nh tranh s\u1ebd thu\u1ed9c v\u1ec1 nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng tri\u1ec3n khai AI nhanh nh\u1ea5t, m\u00e0 l\u00e0 nh\u1eefng ng\u01b0\u1eddi qu\u1ea3n tr\u1ecb n\u00f3 t\u1ed1t nh\u1ea5t.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u01b0a t\u1eebng c\u00f3, nh\u01b0ng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t c\u1ee7a n\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7, m\u00e0 l\u00e0 c\u1ea5u tr\u00fac. Chuy\u1ec3n \u0111\u1ed5i AI cu\u1ed1i c\u00f9ng l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u1ec1 qu\u1ea3n tr\u1ecb. T\u1eeb ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u v\u00e0 ti\u00eau chu\u1ea9n quy \u0111\u1ecbnh \u0111\u1ebfn t\u00ednh minh b\u1ea1ch c\u1ee7a AI, gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi v\u00e0 ph\u1ed1i h\u1ee3p to\u00e0n c\u1ea7u, c\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i x\u00e2y d\u1ef1ng c\u00e1c khung qu\u1ea3n tr\u1ecb to\u00e0n di\u1ec7n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed5i m\u1edbi v\u1eabn mang t\u00ednh \u0111\u1ea1o \u0111\u1ee9c, tu\u00e2n th\u1ee7 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m. N\u1ebfu kh\u00f4ng c\u00f3 n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb m\u1ea1nh m\u1ebd, c\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 nguy c\u01a1 l\u00e0m gia t\u0103ng thi\u00ean v\u1ecb, t\u1ea1o ra c\u00e1c kho\u1ea3ng tr\u1ed1ng tu\u00e2n th\u1ee7 v\u00e0 l\u00e0m suy y\u1ebfu ni\u1ec1m tin c\u1ee7a c\u00f4ng ch\u00fang. T\u01b0\u01a1ng lai c\u1ee7a AI s\u1ebd thu\u1ed9c v\u1ec1 nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng tri\u1ec3n khai n\u00f3 nhanh nh\u1ea5t, m\u00e0 l\u00e0 nh\u1eefng ng\u01b0\u1eddi qu\u1ea3n tr\u1ecb n\u00f3 hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/p>","protected":false},"author":3,"featured_media":5341,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-5338","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Transformation Is a Problem of Governance | Security Briefing<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence is reshaping industries at unprecedented speed, but its greatest challenge is not technological, it is structural. AI transformation is ultimately a problem of governance. From data sovereignty and regulatory standards to AI transparency, human oversight, and global coordination, organizations must build comprehensive governance frameworks to ensure innovation remains ethical, compliant, and accountable. Without strong governance foundations, AI systems risk amplifying bias, creating compliance gaps, and undermining public trust. 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