Trong m\u00f4 h\u00ecnh CASAN \u0111\u01b0\u1ee3c TS. Ho\u00e0ng Vi\u1ec7t H\u00e0 ph\u00e2n t\u00edch, m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a BI v\u00e0 AI c\u00f3 th\u1ec3 nh\u00ecn qua 5 c\u1ea5p \u0111\u1ed9: Curious, Augmented, Standard, Automatic v\u00e0 Native. M\u1ed7i c\u1ea5p \u0111\u1ed9 kh\u00f4ng ch\u1ec9 th\u1ec3 hi\u1ec7n AI l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u h\u01a1n, m\u00e0 c\u00f2n ph\u1ea3n \u00e1nh c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng s\u00e2u h\u01a1n trong ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n
\u1ede c\u1ea5p \u0111\u1ea7u ti\u00ean, Curious, d\u1eef li\u1ec7u ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 t\u1ed5ng h\u1ee3p \u0111\u1ec3 gi\u00fap con ng\u01b0\u1eddi hi\u1ec3u t\u00ecnh h\u00ecnh. AI m\u1edbi \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m trong t\u1eebng t\u00e1c v\u1ee5 ri\u00eang l\u1ebb, c\u00f2n ph\u1ea7n l\u1edbn vi\u1ec7c ph\u00e2n t\u00edch v\u00e0 quy\u1ebft \u0111\u1ecbnh v\u1eabn do con ng\u01b0\u1eddi tr\u1ef1c ti\u1ebfp th\u1ef1c hi\u1ec7n.<\/p>\n
Sang Augmented, AI b\u1eaft \u0111\u1ea7u h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch v\u00e0 l\u00fd gi\u1ea3i d\u1eef li\u1ec7u. H\u1ec7 th\u1ed1ng kh\u00f4ng ch\u1ec9 cho bi\u1ebft m\u1ed9t ch\u1ec9 s\u1ed1 t\u0103ng hay gi\u1ea3m m\u00e0 c\u00f3 th\u1ec3 gi\u00fap so s\u00e1nh, nh\u1eadn di\u1ec7n m\u1eabu v\u00e0 t\u00ecm nh\u1eefng y\u1ebfu t\u1ed1 li\u00ean quan \u0111\u1ebfn k\u1ebft qu\u1ea3.<\/p>\n
\u0110\u1ebfn Standard, d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a v\u00e0 t\u00edch h\u1ee3p t\u1ed1t h\u01a1n. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 BI ti\u1ebfn sang kh\u1ea3 n\u0103ng d\u1ef1 b\u00e1o, x\u00e2y d\u1ef1ng k\u1ecbch b\u1ea3n v\u00e0 h\u1ed7 tr\u1ee3 t\u1ed5 ch\u1ee9c nh\u00ecn tr\u01b0\u1edbc nh\u1eefng di\u1ec5n bi\u1ebfn c\u00f3 th\u1ec3 x\u1ea3y ra thay v\u00ec ch\u1ec9 nh\u00ecn l\u1ea1i qu\u00e1 kh\u1ee9.<\/p>\n
\u1ede c\u1ea5p Automatic, AI c\u00f3 th\u1ec3 \u0111i xa h\u01a1n vi\u1ec7c d\u1ef1 b\u00e1o \u0111\u1ec3 \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb v\u00e0 t\u1ef1 th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 h\u00e0nh \u0111\u1ed9ng trong gi\u1edbi h\u1ea1n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc. Con ng\u01b0\u1eddi kh\u00f4ng c\u00f2n ph\u1ea3i tr\u1ef1c ti\u1ebfp x\u1eed l\u00fd t\u1eebng t\u00e1c v\u1ee5, nh\u01b0ng v\u1eabn c\u1ea7n thi\u1ebft l\u1eadp ph\u1ea1m vi ho\u1ea1t \u0111\u1ed9ng v\u00e0 theo d\u00f5i nh\u1eefng tr\u01b0\u1eddng h\u1ee3p ngo\u1ea1i l\u1ec7.<\/p>\n
C\u1ea5p cao nh\u1ea5t, Native, l\u00e0 khi AI tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n s\u00e2u trong c\u00e1ch t\u1ed5 ch\u1ee9c v\u1eadn h\u00e0nh v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. BI khi \u0111\u00f3 kh\u00f4ng c\u00f2n l\u00e0 c\u00f4ng c\u1ee5 ri\u00eang c\u1ee7a m\u1ed9t b\u1ed9 ph\u1eadn m\u00e0 c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i d\u1eef li\u1ec7u, d\u1ef1 b\u00e1o v\u00e0 h\u00e0nh \u0111\u1ed9ng \u1edf quy m\u00f4 r\u1ed9ng h\u01a1n, \u0111\u1ed3ng th\u1eddi th\u00edch \u1ee9ng d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf.<\/p>\n \u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh kh\u00f4ng \u0111\u01b0\u1ee3c quy\u1ebft \u0111\u1ecbnh \u0111\u01a1n thu\u1ea7n b\u1edfi vi\u1ec7c t\u1ed5 ch\u1ee9c \u0111\u00e3 s\u1eed d\u1ee5ng ChatGPT hay s\u1edf h\u1eefu bao nhi\u00eau c\u00f4ng c\u1ee5 AI. Theo TS. H\u00e0, m\u1ed9t \u0111\u01a1n v\u1ecb v\u1eabn c\u00f3 th\u1ec3 \u1edf c\u1ea5p \u0111\u1ed9 th\u1ea5p n\u1ebfu d\u1eef li\u1ec7u c\u00f2n ph\u00e2n t\u00e1n, ch\u01b0a \u0111\u1ee7 ch\u00ednh x\u00e1c ho\u1eb7c quy tr\u00ecnh ch\u01b0a \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a. Kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 l\u00e0m g\u00ec v\u00e0 t\u1ed5 ch\u1ee9c th\u1ef1c s\u1ef1 s\u1eb5n s\u00e0ng \u0111\u1ebfn \u0111\u00e2u v\u00ec th\u1ebf c\u1ea7n \u0111\u01b0\u1ee3c nh\u00ecn nh\u1eadn r\u00f5.<\/p>\n AI c\u00e0ng t\u1ef1 ch\u1ee7, vai tr\u00f2 con ng\u01b0\u1eddi c\u00e0ng d\u1ecbch chuy\u1ec3n<\/strong><\/span><\/p>\n Qu\u00e1 tr\u00ecnh tr\u01b0\u1edfng th\u00e0nh c\u1ee7a BI kh\u00f4ng di\u1ec5n ra \u0111\u1ed9c l\u1eadp v\u1edbi con ng\u01b0\u1eddi. Theo TS. Ho\u00e0ng Vi\u1ec7t H\u00e0, m\u1ed7i b\u01b0\u1edbc ti\u1ebfn c\u1ee7a AI \u0111\u1ec1u \u0111\u00f2i h\u1ecfi m\u1ed9t b\u01b0\u1edbc ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng \u1ee9ng v\u1ec1 n\u0103ng l\u1ef1c c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/p>\n \u1ede giai \u0111o\u1ea1n \u0111\u1ea7u, con ng\u01b0\u1eddi c\u1ea7n bi\u1ebft s\u1eed d\u1ee5ng AI v\u00e0 ki\u1ec3m tra \u0111\u1ea7u ra. Khi c\u00f4ng ngh\u1ec7 b\u1eaft \u0111\u1ea7u tham gia ph\u00e2n t\u00edch, y\u00eau c\u1ea7u chuy\u1ec3n sang kh\u1ea3 n\u0103ng \u0111\u1eb7t v\u1ea5n \u0111\u1ec1 v\u00e0 t\u01b0 duy ph\u1ea3n bi\u1ec7n. Khi AI \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o quy tr\u00ecnh, ng\u01b0\u1eddi s\u1eed d\u1ee5ng ph\u1ea3i hi\u1ec3u c\u00e1ch qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u, quy tr\u00ecnh v\u00e0 ti\u00eau chu\u1ea9n.<\/p>\n \u0110\u1ebfn m\u1ee9c t\u1ef1 \u0111\u1ed9ng h\u00f3a cao h\u01a1n, n\u0103ng l\u1ef1c quan tr\u1ecdng kh\u00f4ng c\u00f2n n\u1eb1m \u1edf vi\u1ec7c tr\u1ef1c ti\u1ebfp th\u1ef1c hi\u1ec7n t\u1eebng t\u00e1c v\u1ee5 m\u00e0 \u1edf kh\u1ea3 n\u0103ng \u1ee7y quy\u1ec1n, gi\u00e1m s\u00e1t v\u00e0 x\u1eed l\u00fd ngo\u1ea1i l\u1ec7. \u1ede c\u1ea5p AI-native, vai tr\u00f2 con ng\u01b0\u1eddi ti\u1ebfp t\u1ee5c d\u1ecbch chuy\u1ec3n l\u00ean t\u1ea7ng chi\u1ebfn l\u01b0\u1ee3c: thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng, x\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 k\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng.<\/p>\n S\u1ef1 thay \u0111\u1ed5i t\u01b0\u01a1ng t\u1ef1 c\u0169ng di\u1ec5n ra \u1edf c\u1ea5p qu\u1ea3n l\u00fd. Theo TS. H\u00e0, vai tr\u00f2 l\u00e3nh \u0111\u1ea1o ph\u00e1t tri\u1ec3n t\u1eeb \u0111\u1eb7t \u0111\u00fang c\u00e2u h\u1ecfi, ph\u1ea3n bi\u1ec7n gi\u1ea3 \u0111\u1ecbnh, qu\u1ea3n tr\u1ecb b\u1eb1ng d\u1eef li\u1ec7u \u0111\u1ebfn \u1ee7y quy\u1ec1n c\u00f3 ki\u1ec3m so\u00e1t v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n \u0110i\u1ec1u n\u00e0y cho th\u1ea5y AI c\u00e0ng \u0111\u01b0\u1ee3c trao nhi\u1ec1u quy\u1ec1n, vai tr\u00f2 con ng\u01b0\u1eddi kh\u00f4ng nh\u1ecf \u0111i m\u00e0 chuy\u1ec3n sang nh\u1eefng nhi\u1ec7m v\u1ee5 kh\u00f3 h\u01a1n. Thay v\u00ec tr\u1ef1c ti\u1ebfp x\u1eed l\u00fd m\u1ecdi th\u00f4ng tin, con ng\u01b0\u1eddi ph\u1ea3i x\u00e1c \u0111\u1ecbnh h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c ph\u00e9p l\u00e0m g\u00ec, khi n\u00e0o c\u1ea7n can thi\u1ec7p v\u00e0 ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m n\u1ebfu k\u1ebft qu\u1ea3 kh\u00f4ng nh\u01b0 k\u1ef3 v\u1ecdng.<\/p>\n TS. H\u00e0 c\u0169ng l\u01b0u \u00fd vi\u1ec7c thay m\u1ed9t \u201cng\u01b0\u1eddi t\u01b0 v\u1ea5n\u201d b\u1eb1ng AI kh\u00f4ng l\u00e0m c\u00e1c v\u1ea5n \u0111\u1ec1 qu\u1ea3n tr\u1ecb bi\u1ebfn m\u1ea5t. Con ng\u01b0\u1eddi c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi \u0111\u1ecbnh ki\u1ebfn, l\u1ee3i \u00edch c\u00e1 nh\u00e2n hay qu\u00e1 t\u1ea3i th\u00f4ng tin; AI l\u1ea1i c\u00f3 th\u1ec3 ch\u1ecbu t\u00e1c \u0111\u1ed9ng t\u1eeb d\u1eef li\u1ec7u thi\u00ean l\u1ec7ch, m\u1ee5c ti\u00eau \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp sai, thi\u1ebfu b\u1ed1i c\u1ea3nh ho\u1eb7c s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh kh\u00f4ng c\u00f2n ph\u00f9 h\u1ee3p. V\u00ec v\u1eady, \u1edf c\u1ea5p \u0111\u1ed9 n\u00e0o c\u0169ng c\u1ea7n c\u00f3 con ng\u01b0\u1eddi \u0111\u1ee9ng ph\u00eda sau ki\u1ec3m so\u00e1t v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m.<\/p>\n Khi n\u0103ng l\u1ef1c AI tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a n\u0103ng l\u1ef1c ngh\u1ec1 nghi\u1ec7p<\/span><\/strong><\/p>\n T\u1eeb g\u00f3c nh\u00ecn \u0111\u00e0o t\u1ea1o, qu\u00e1 tr\u00ecnh n\u00e0y \u0111\u1eb7t ra m\u1ed9t c\u00e2u h\u1ecfi r\u1ed9ng h\u01a1n: n\u1ebfu AI ng\u00e0y c\u00e0ng l\u00e0m t\u1ed1t h\u01a1n vi\u1ec7c ph\u00e2n t\u00edch, d\u1ef1 b\u00e1o v\u00e0 \u0111\u1ec1 xu\u1ea5t, ng\u01b0\u1eddi h\u1ecdc c\u1ea7n chu\u1ea9n b\u1ecb cho ph\u1ea7n c\u00f4ng vi\u1ec7c n\u00e0o?<\/p>\n V\u1edbi sinh vi\u00ean T\u00e0i ch\u00ednh, s\u1eed d\u1ee5ng d\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 nh\u1eb1m t\u1ea1o b\u00e1o c\u00e1o m\u00e0 c\u00f2n ph\u1ee5c v\u1ee5 \u0111\u00e1nh gi\u00e1 r\u1ee7i ro, d\u1ef1 b\u00e1o v\u00e0 l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n \u0111\u1ea7u t\u01b0 hay t\u00e0i ch\u00ednh. Khi AI c\u00f3 th\u1ec3 \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb ng\u00e0y c\u00e0ng nhanh, ng\u01b0\u1eddi h\u1ecdc c\u1ea7n \u0111\u1ee7 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n \u0111\u1ec3 bi\u1ebft k\u1ebft qu\u1ea3 n\u00e0o \u0111\u00e1ng tin, gi\u1ea3 \u0111\u1ecbnh n\u00e0o c\u1ea7n ki\u1ec3m ch\u1ee9ng v\u00e0 \u0111\u00e2u l\u00e0 quy\u1ebft \u0111\u1ecbnh kh\u00f4ng n\u00ean giao ho\u00e0n to\u00e0n cho h\u1ec7 th\u1ed1ng.<\/p>\n V\u1edbi Qu\u1ea3n tr\u1ecb kinh doanh, d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh \u0111\u1ea7u v\u00e0o c\u1ee7a c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1ec1 kh\u00e1ch h\u00e0ng, th\u1ecb tr\u01b0\u1eddng, v\u1eadn h\u00e0nh hay ngu\u1ed3n l\u1ef1c. N\u0103ng l\u1ef1c c\u1ea7n thi\u1ebft v\u00ec th\u1ebf kh\u00f4ng ch\u1ec9 l\u00e0 \u0111\u1ecdc ch\u1ec9 s\u1ed1 m\u00e0 c\u00f2n ph\u1ea3i bi\u1ebft \u0111\u1eb7t \u0111\u00fang v\u1ea5n \u0111\u1ec1, so s\u00e1nh ph\u01b0\u01a1ng \u00e1n v\u00e0 \u0111\u00e1nh gi\u00e1 m\u1ed9t k\u1ebft lu\u1eadn trong b\u1ed1i c\u1ea3nh th\u1ef1c t\u1ebf.<\/p>\n V\u1edbi sinh vi\u00ean Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 b\u00e1o t\u1ed1t m\u1edbi ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a b\u00e0i to\u00e1n. Khi m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o quy tr\u00ecnh th\u1ef1c t\u1ebf, ng\u01b0\u1eddi ph\u00e1t tri\u1ec3n c\u00f2n ph\u1ea3i quan t\u00e2m t\u1edbi ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, gi\u1edbi h\u1ea1n c\u1ee7a h\u1ec7 th\u1ed1ng, kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t v\u00e0 h\u1ec7 qu\u1ea3 khi AI \u0111\u01b0\u1ee3c trao quy\u1ec1n h\u00e0nh \u0111\u1ed9ng.<\/p>\n Trong C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a t\u1ef1 \u0111\u1ed9ng h\u00f3a, h\u1ec7 th\u1ed1ng th\u00f4ng minh v\u00e0 d\u1eef li\u1ec7u c\u0169ng khi\u1ebfn n\u0103ng l\u1ef1c k\u1ef9 thu\u1eadt ng\u00e0y c\u00e0ng g\u1eafn v\u1edbi kh\u1ea3 n\u0103ng hi\u1ec3u c\u00e1ch m\u1ed9t h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh, theo d\u00f5i v\u00e0 x\u1eed l\u00fd nh\u1eefng t\u00ecnh hu\u1ed1ng ngo\u00e0i d\u1ef1 ki\u1ebfn.<\/p>\n \u0110\u00e2y c\u0169ng l\u00e0 l\u00fd do AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u00ecn nh\u01b0 m\u1ed9t l\u1edbp n\u0103ng l\u1ef1c xuy\u00ean su\u1ed1t c\u00e1c ng\u00e0nh \u0111\u00e0o t\u1ea1o t\u1ea1i Asia University Program, thay v\u00ec ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n ri\u00eang c\u1ee7a sinh vi\u00ean c\u00f4ng ngh\u1ec7. Ng\u01b0\u1eddi h\u1ecdc kh\u00f4ng ch\u1ec9 c\u1ea7n bi\u1ebft s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 m\u1edbi m\u00e0 ph\u1ea3i h\u1ecdc c\u00e1ch \u0111\u1eb7t AI v\u00e0o \u0111\u00fang b\u00e0i to\u00e1n chuy\u00ean m\u00f4n c\u1ee7a t\u1eebng l\u0129nh v\u1ef1c.<\/p>\n TS. Ho\u00e0ng Vi\u1ec7t H\u00e0 c\u0169ng \u0111\u01b0a ch\u00ednh m\u00f4i tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc v\u00e0o logic ph\u00e1t tri\u1ec3n n\u00e0y. AI c\u00f3 th\u1ec3 \u0111i t\u1eeb h\u1ed7 tr\u1ee3 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u \u0111\u1ebfn ph\u00e2n t\u00edch, d\u1ef1 b\u00e1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t ph\u1ea7n ho\u1ea1t \u0111\u1ed9ng trong marketing, tuy\u1ec3n sinh, \u0111\u00e0o t\u1ea1o hay d\u1ecbch v\u1ee5 sinh vi\u00ean; trong khi vai tr\u00f2 con ng\u01b0\u1eddi d\u1ea7n chuy\u1ec3n sang qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u, gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng v\u00e0 \u0111i\u1ec1u ph\u1ed1i gi\u1eefa ng\u01b0\u1eddi v\u1edbi AI.<\/p>\n Nh\u00ecn theo m\u00f4 h\u00ecnh CASAN, \u0111\u00edch \u0111\u1ebfn v\u00ec th\u1ebf kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 \u0111\u1ec3 AI l\u00e0m \u0111\u01b0\u1ee3c ng\u00e0y c\u00e0ng nhi\u1ec1u vi\u1ec7c. Khi BI ti\u1ebfn t\u1eeb hi\u1ec3u d\u1eef li\u1ec7u t\u1edbi d\u1ef1 b\u00e1o, \u0111\u1ec1 xu\u1ea5t v\u00e0 h\u00e0nh \u0111\u1ed9ng, con ng\u01b0\u1eddi c\u0169ng c\u1ea7n ti\u1ebfn t\u1eeb s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 t\u1edbi ph\u1ea3n bi\u1ec7n, qu\u1ea3n tr\u1ecb v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1edbi quy\u1ebft \u0111\u1ecbnh c\u00f3 c\u00f4ng ngh\u1ec7 tham gia.<\/p>\n","protected":false},"excerpt":{"rendered":" Khi Business Intelligence ti\u1ebfn t\u1eeb thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ebfn d\u1ef1 b\u00e1o, \u0111\u1ec1 xu\u1ea5t v\u00e0 h\u00e0nh \u0111\u1ed9ng, n\u0103ng l\u1ef1c con ng\u01b0\u1eddi c\u0169ng ph\u1ea3i d\u1ecbch chuy\u1ec3n t\u01b0\u01a1ng \u1ee9ng: t\u1eeb bi\u1ebft s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 \u0111\u1ebfn ph\u1ea3n bi\u1ec7n, gi\u00e1m s\u00e1t v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m cho nh\u1eefng quy\u1ebft \u0111\u1ecbnh c\u00f3 AI tham gia.<\/p>\n","protected":false},"author":5,"featured_media":40158,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[525,604,257],"class_list":["post-40157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-chung","tag-asia-university-program","tag-data-driven-finance-business-intelligence-conference-2026","tag-hoi-thao","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/40157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=40157"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/40157\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/40158"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=40157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=40157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=40157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"TS.](\"https:\/\/asia-vn.edu.vn\/wp-content\/uploads\/2026\/10\/giam-doc-asia-university-program-chia-se-ve-kinh-doanh-tai-chinh-trong-hoi-thao.webp\")