{"id":5916,"date":"2025-11-20T10:52:59","date_gmt":"2025-11-20T03:52:59","guid":{"rendered":"https:\/\/chuyendoiso.haiphong.gov.vn\/?p=5916"},"modified":"2025-11-20T10:52:59","modified_gmt":"2025-11-20T03:52:59","slug":"xay-dung-ha-tang-ai-quoc-gia-nen-tang-cho-chu-quyen-so-va-phat-trien-ben-vung","status":"publish","type":"post","link":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/2025\/11\/20\/xay-dung-ha-tang-ai-quoc-gia-nen-tang-cho-chu-quyen-so-va-phat-trien-ben-vung\/","title":{"rendered":"X\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng AI qu\u1ed1c gia: N\u1ec1n t\u1ea3ng cho ch\u1ee7 quy\u1ec1n s\u1ed1 v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng c\u1ee7a m\u1ecdi n\u1ec1n kinh t\u1ebf, y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft \u0111\u1eb7t ra cho Vi\u1ec7t Nam l\u00e0 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng h\u1ea1 t\u1ea7ng AI \u0111\u1ee7 m\u1ea1nh, \u0111\u1ee7 an to\u00e0n v\u00e0 \u0111\u1ee7 ch\u1ee7 \u0111\u1ed9ng. C\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 trong n\u01b0\u1edbc c\u00f9ng chuy\u00ean gia qu\u1ed1c t\u1ebf nh\u1eadn \u0111\u1ecbnh, mu\u1ed1n ph\u00e1t tri\u1ec3n AI b\u1ec1n v\u1eefng, Vi\u1ec7t Nam ph\u1ea3i \u0111\u1ed3ng th\u1eddi l\u00e0m ch\u1ee7 h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n, d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edf, qua \u0111\u00f3 b\u1ea3o \u0111\u1ea3m ch\u1ee7 quy\u1ec1n s\u1ed1 v\u00e0 t\u1ea1o n\u1ec1n t\u1ea3ng cho m\u1ed9t h\u1ec7 sinh th\u00e1i \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o t\u1ef1 ch\u1ee7.<\/strong><\/p>\n

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H\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n – “\u0111i\u1ec3m t\u1ef1a” cho c\u00e1c m\u00f4 h\u00ecnh AI th\u1ebf h\u1ec7 m\u1edbi<\/strong><\/em><\/p>\n

T\u1ea1i di\u1ec5n \u0111\u00e0n c\u00f4ng ngh\u1ec7 m\u1edf \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c g\u1ea7n, \u0111\u1ea1i di\u1ec7n FPT, Arista Networks, Viettel, Quantum v\u00e0 C\u00e2u l\u1ea1c b\u1ed9 Ph\u1ea7n m\u1ec1m T\u1ef1 do Ngu\u1ed3n m\u1edf Vi\u1ec7t Nam\u00a0(<\/strong>VFOSSA) \u0111\u00e3 \u0111\u01b0a ra nh\u1eefng g\u00f3c nh\u00ecn to\u00e0n di\u1ec7n, t\u1eeb h\u1ea1 t\u1ea7ng trung t\u00e2m d\u1eef li\u1ec7u, m\u1ea1ng si\u00eau t\u1ed1c, l\u01b0u tr\u1eef th\u1ebf h\u1ec7 m\u1edbi \u0111\u1ebfn c\u00e1c c\u1ea5u ph\u1ea7n d\u1eef li\u1ec7u m\u1edf, m\u00e3 ngu\u1ed3n m\u1edf v\u00e0 m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n AI m\u1edf. Nh\u1eefng \u0111\u1ec1 xu\u1ea5t n\u00e0y g\u1ee3i m\u1edf v\u1ec1 h\u01b0\u1edbng \u0111i c\u1ea7n thi\u1ebft \u0111\u1ec3 h\u00ecnh th\u00e0nh Trung t\u00e2m AI qu\u1ed1c gia v\u00e0 h\u1ec7 sinh th\u00e1i AI theo chu\u1ea9n qu\u1ed1c t\u1ebf.<\/p>\n

C\u00e1c m\u00f4 h\u00ecnh AI t\u1ea1o sinh, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng m\u00f4 h\u00ecnh c\u00f3 h\u00e0ng t\u1ef7 tham s\u1ed1, \u0111\u00f2i h\u1ecfi c\u00f4ng su\u1ea5t t\u00ednh to\u00e1n v\u00e0 h\u1ea1 t\u1ea7ng m\u1ea1ng v\u01b0\u1ee3t xa kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng. Theo ph\u00e2n t\u00edch t\u1eeb FPT v\u00e0 Arista Networks, nh\u1eefng c\u1ee5m hu\u1ea5n luy\u1ec7n AI hi\u1ec7n \u0111\u1ea1i y\u00eau c\u1ea7u k\u1ebft n\u1ed1i b\u0103ng th\u00f4ng 400-800 Gbps, \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p, c\u00f9ng kh\u1ea3 n\u0103ng x\u1eed l\u00fd l\u01b0u l\u01b0\u1ee3ng c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u c\u00f3 dung l\u01b0\u1ee3ng r\u1ea5t l\u1edbn c\u00f9ng \u0111\u01b0\u1eddng truy\u1ec1n d\u1eef li\u1ec7u \u1edf t\u1ed1c \u0111\u1ed9 t\u1ed1i \u0111a.<\/p>\n

Ki\u1ebfn tr\u00fac m\u1ea1ng truy\u1ec1n th\u1ed1ng kh\u00f4ng c\u00f2n ph\u00f9 h\u1ee3p. Thay v\u00e0o \u0111\u00f3, c\u00e1c m\u00f4 h\u00ecnh trung t\u00e2m d\u1eef li\u1ec7u AI ph\u1ea3i \u00e1p d\u1ee5ng ki\u1ebfn tr\u00fac m\u00f4 h\u00ecnh k\u1ebft n\u1ed1i d\u1ea1ng ph\u00e2n t\u1ea7ng gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb m\u1ea1ng, gi\u00fap ph\u00e2n b\u1ed5 l\u01b0u l\u01b0\u1ee3ng \u0111\u1ed3ng \u0111\u1ec1u, gi\u1ea3m t\u1eafc ngh\u1ebdn v\u00e0 b\u1ea3o \u0111\u1ea3m \u0111\u1ed9 tr\u1ec5 th\u1ea5p cho c\u00e1c c\u1ee5m GPU (b\u1ed9 x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda) quy m\u00f4 l\u1edbn, cho ph\u00e9p m\u1edf r\u1ed9ng t\u1edbi h\u00e0ng ch\u1ee5c ngh\u00ecn GPU m\u00e0 kh\u00f4ng g\u00e2y t\u1eafc ngh\u1ebdn. FPT cho bi\u1ebft c\u00e1c t\u1ee7 m\u00e1y (rack) d\u00e0nh cho AI th\u1ebf h\u1ec7 m\u1edbi ph\u1ea3i \u0111\u00e1p \u1ee9ng m\u1ee9c c\u00f4ng su\u1ea5t r\u1ea5t l\u1edbn, t\u1eeb 60 \u0111\u1ebfn 120 kW cho m\u1ed7i rack, \u0111\u1ed3ng th\u1eddi t\u00edch h\u1ee3p c\u00e1c gi\u1ea3i ph\u00e1p l\u00e0m m\u00e1t b\u1eb1ng ch\u1ea5t l\u1ecfng tr\u1ef1c ti\u1ebfp nh\u01b0 DTC ho\u1eb7c RDHx \u0111\u1ec3 x\u1eed l\u00fd l\u01b0\u1ee3ng nhi\u1ec7t t\u1ecfa ra trong qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh. C\u00e1c rack n\u00e0y c\u0169ng c\u1ea7n trang b\u1ecb h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c \u0111\u1ec3 theo d\u00f5i nhi\u1ec7t \u0111\u1ed9, t\u1ea3i \u0111i\u1ec7n, \u00e1p su\u1ea5t v\u00e0 c\u1ea3nh b\u00e1o s\u1edbm r\u1ee7i ro.<\/p>\n

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Robot h\u00ecnh ng\u01b0\u1eddi xu\u1ea5t hi\u1ec7n t\u1ea1i AI4VN 2025.<\/figcaption><\/figure>\n<\/div>\n<\/div>\n

Song song v\u1edbi y\u00eau c\u1ea7u v\u1ec1 k\u1ebft n\u1ed1i m\u1ea1ng t\u1ed1c \u0111\u1ed9 cao, h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n \u0111\u1eb7t trong n\u01b0\u1edbc (on-shore) \u0111\u01b0\u1ee3c xem l\u00e0 y\u1ebfu t\u1ed1 mang t\u00ednh quy\u1ebft \u0111\u1ecbnh. Viettel hi\u1ec7n s\u1edf h\u1eefu c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn, t\u1eeb 30MW \u0111\u1ebfn 140MW, v\u00e0 \u0111ang ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh nh\u00e0 m\u00e1y AI\u00a0<\/em>c\u00f9ng d\u1ecbch v\u1ee5 GPU theo y\u00eau c\u1ea7u,\u00a0<\/em>cho ph\u00e9p c\u00e1c c\u01a1 quan, doanh nghi\u1ec7p hu\u1ea5n luy\u1ec7n v\u00e0 v\u1eadn h\u00e0nh m\u00f4 h\u00ecnh AI ngay trong l\u00e3nh th\u1ed5 Vi\u1ec7t Nam m\u00e0 kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o h\u1ea1 t\u1ea7ng n\u01b0\u1edbc ngo\u00e0i. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 h\u00ecnh th\u00e0nh AI c\u00f3 ch\u1ee7 do Vi\u1ec7t Nam t\u1ef1 x\u00e2y d\u1ef1ng, t\u1ef1 v\u1eadn h\u00e0nh v\u00e0 t\u1ef1 ki\u1ec3m so\u00e1t, b\u1ea3o \u0111\u1ea3m tu\u00e2n th\u1ee7 ph\u00e1p l\u00fd, b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb kinh t\u1ebf ngay trong n\u01b0\u1edbc. C\u00e1c chuy\u00ean gia cho r\u1eb1ng, n\u1ebfu kh\u00f4ng s\u1edf h\u1eefu h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n quy m\u00f4 l\u1edbn, Vi\u1ec7t Nam s\u1ebd kh\u00f4ng th\u1ec3 ch\u1ee7 \u0111\u1ed9ng ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI ti\u1ebfng Vi\u1ec7t, AI chuy\u00ean ng\u00e0nh hay h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u qu\u1ed1c gia.<\/p>\n

D\u1eef li\u1ec7u m\u1edf v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edf – h\u01b0\u1edbng \u0111i chi\u1ebfn l\u01b0\u1ee3c cho Vi\u1ec7t Nam<\/strong><\/em><\/p>\n

M\u1ed9t h\u1ec7 sinh th\u00e1i AI m\u1ea1nh kh\u00f4ng ch\u1ec9 d\u1ef1a v\u00e0o ph\u1ea7n c\u1ee9ng. D\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh \u0111\u00f3ng vai tr\u00f2 l\u00f5i quy\u1ebft \u0111\u1ecbnh. \u0110\u1ea1i di\u1ec7n Quantum ch\u1ec9 ra r\u1eb1ng tr\u00ean 90% d\u1eef li\u1ec7u hi\u1ec7n nay l\u00e0 d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac, bao g\u1ed3m h\u00ecnh \u1ea3nh, video, t\u00e0i li\u1ec7u, c\u1ea3m bi\u1ebfn IoT\u2026 D\u1eef li\u1ec7u n\u00e0y ph\u00e1t sinh v\u1edbi t\u1ed1c \u0111\u1ed9 b\u00f9ng n\u1ed5, khi\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef truy\u1ec1n th\u1ed1ng nhanh ch\u00f3ng qu\u00e1 t\u1ea3i.<\/p>\n

PGS.TS. Ng\u00f4 H\u1ed3ng S\u01a1n, Ch\u1ee7 t\u1ecbch VFOSSA nh\u1ea5n m\u1ea1nh: Khi Vi\u1ec7t Nam x\u00e2y d\u1ef1ng d\u1eef li\u1ec7u m\u1edf (M\u1edbi \u0111\u00e2y l\u00e0 d\u1ef1 \u00e1n d\u1eef li\u1ec7u ti\u1ebfng Vi\u1ec7t ph\u1ee5c v\u1ee5 hu\u1ea5n luy\u1ec7n AI ngu\u1ed3n m\u1edf, d\u1eef li\u1ec7u \u0111\u00f3, n\u1ebfu th\u1ef1c s\u1ef1 l\u00e0 ‘m\u1edf’ th\u00ec ph\u1ea3i \u0111\u01b0\u1ee3c to\u00e0n c\u1ea7u truy c\u1eadp v\u00e0 s\u1eed d\u1ee5ng kh\u00f4ng ph\u00e2n bi\u1ec7t qu\u1ed1c gia.\u00a0D\u1eef li\u1ec7u m\u1edf s\u1ebd ph\u00e1t huy gi\u00e1 tr\u1ecb khi \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 chia s\u1ebb tri th\u1ee9c, t\u0103ng n\u0103ng l\u1ef1c AI (ch\u1eb3ng h\u1ea1n v\u1ec1 ti\u1ebfng Vi\u1ec7t) v\u00e0 \u0111\u00f3ng g\u00f3p cho c\u1ed9ng \u0111\u1ed3ng trong n\u01b0\u1edbc l\u1eabn qu\u1ed1c t\u1ebf.<\/p>\n

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Trung t\u00e2m d\u1eef li\u1ec7u \u2013 n\u1ec1n t\u1ea3ng quan tr\u1ecdng \u0111\u1ec3 tri\u1ec3n khai nh\u00e0 m\u00e1y AI v\u00e0 d\u1ecbch v\u1ee5 GPU theo y\u00eau c\u1ea7u.<\/figcaption><\/figure>\n<\/div>\n<\/div>\n

Theo \u00f4ng Ng\u00f4 H\u1ed3ng S\u01a1n, \u0111\u1ec3 ph\u00e1t tri\u1ec3n h\u1ec7 sinh th\u00e1i AI ngu\u1ed3n m\u1edf, Vi\u1ec7t Nam c\u1ea7n ti\u1ebfn h\u00e0nh ba nh\u00f3m h\u00e0nh \u0111\u1ed9ng tr\u1ecdng t\u00e2m g\u1ed3m: Ho\u00e0n thi\u1ec7n th\u1ec3 ch\u1ebf v\u00e0 ph\u00e1p l\u00fd: Ban h\u00e0nh quy \u0111\u1ecbnh tu\u00e2n th\u1ee7 gi\u1ea5y ph\u00e9p ngu\u1ed3n m\u1edf v\u00e0 d\u1eef li\u1ec7u m\u1edf; \u00c1p d\u1ee5ng m\u00f4 h\u00ecnh “public money, public code” c\u1ee7a m\u1ed9t s\u1ed1 qu\u1ed1c gia \u0111\u00e3 th\u00e0nh c\u00f4ng nh\u01b0 Th\u1ee5y S\u0129, H\u00e0n Qu\u1ed1c, Singapore. Ch\u00ednh s\u00e1ch khuy\u1ebfn kh\u00edch v\u00e0 \u0111\u1ea7u t\u01b0: C\u00f3 ch\u01b0\u01a1ng tr\u00ecnh h\u00e0nh \u0111\u1ed9ng c\u1ee5 th\u1ec3, kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c khuy\u1ebfn kh\u00edch; \u01afu ti\u00ean c\u00e1c d\u1ef1 \u00e1n R&D tr\u1ecdng \u0111i\u1ec3m, y\u00eau c\u1ea7u c\u00f4ng b\u1ed1 k\u1ebft qu\u1ea3 d\u01b0\u1edbi d\u1ea1ng c\u00e1c gi\u1ea5y ph\u00e9p m\u1edf. C\u00e1c \u0111\u1ea1i h\u1ecdc l\u1edbn trong n\u01b0\u1edbc c\u1ea7n ti\u00ean phong vai tr\u00f2 d\u1eabn d\u1eaft, ph\u00e1t tri\u1ec3n c\u00e1c x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh AI m\u1edf. X\u00e2y d\u1ef1ng c\u1ed9ng \u0111\u1ed3ng v\u00e0 ti\u00eau chu\u1ea9n k\u1ef9 thu\u1eadt: Ph\u00e1t tri\u1ec3n c\u1ed9ng \u0111\u1ed3ng doanh nghi\u1ec7p – \u0111\u1ea1i h\u1ecdc – chuy\u00ean gia c\u00f9ng tham gia; X\u00e2y d\u1ef1ng ti\u00eau chu\u1ea9n m\u1edf v\u00e0 m\u00f4 h\u00ecnh t\u01b0\u01a1ng th\u00edch gi\u1eefa c\u00f4ng ngh\u1ec7 m\u1edf v\u00e0 c\u00f4ng ngh\u1ec7 s\u1edf h\u1eefu ri\u00eang.<\/p>\n

Nh\u1eefng ph\u00e2n t\u00edch t\u1eeb c\u00e1c doanh nghi\u1ec7p v\u00e0 chuy\u00ean gia cho th\u1ea5y Vi\u1ec7t Nam \u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc c\u01a1 h\u1ed9i \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c AI qu\u1ed1c gia. Tuy nhi\u00ean, c\u01a1 h\u1ed9i ch\u1ec9 c\u00f3 th\u1ec3 chuy\u1ec3n h\u00f3a th\u00e0nh s\u1ee9c m\u1ea1nh th\u1ef1c t\u1ebf khi \u0111\u01b0\u1ee3c d\u1eabn d\u1eaft b\u1edfi m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c t\u1ed5ng th\u1ec3, \u0111\u1ed3ng b\u1ed9 v\u00e0 c\u00f3 tr\u1ecdng t\u00e2m. Tr\u01b0\u1edbc h\u1ebft, c\u1ea7n h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n \u0111\u1ee7 m\u1ea1nh, bao g\u1ed3m c\u1ee5m GPU quy m\u00f4 l\u1edbn, m\u1ea1ng t\u1ed1c \u0111\u1ed9 cao v\u00e0 c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u \u0111\u1ea1t chu\u1ea9n qu\u1ed1c t\u1ebf, \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI th\u1ebf h\u1ec7 m\u1edbi. Song song v\u1edbi \u0111\u00f3 l\u00e0 h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edf, trong \u0111\u00f3 d\u1eef li\u1ec7u m\u1edf, m\u00f4 h\u00ecnh m\u1edf v\u00e0 chu\u1ea9n m\u1edf \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u1ed1ng nh\u1ea5t d\u01b0\u1edbi m\u1ed9t khung ph\u00e1p l\u00fd r\u00f5 r\u00e0ng, \u1ed5n \u0111\u1ecbnh v\u00e0 b\u1ea3o \u0111\u1ea3m ch\u1ee7 quy\u1ec1n s\u1ed1.<\/p>\n

B\u00ean c\u1ea1nh n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt v\u00e0 ph\u00e1p l\u00fd, Vi\u1ec7t Nam c\u1ea7n m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u1ea7u t\u01b0 d\u00e0i h\u1ea1n, c\u00f3 c\u01a1 ch\u1ebf khuy\u1ebfn kh\u00edch doanh nghi\u1ec7p c\u00f9ng c\u00e1c tr\u01b0\u1eddng, vi\u1ec7n nghi\u00ean c\u1ee9u tham gia ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI, cung c\u1ea5p d\u1eef li\u1ec7u, \u0111\u00f3ng g\u00f3p m\u00e3 ngu\u1ed3n m\u1edf v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf. S\u1ef1 k\u1ebft n\u1ed1i gi\u1eefa Nh\u00e0 n\u01b0\u1edbc – doanh nghi\u1ec7p – vi\u1ec7n tr\u01b0\u1eddng s\u1ebd t\u1ea1o n\u00ean h\u1ec7 sinh th\u00e1i AI kh\u00e9p k\u00edn, gi\u00fap Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 \u1ee9ng d\u1ee5ng m\u00e0 c\u00f2n s\u00e1ng t\u1ea1o, l\u00e0m ch\u1ee7.<\/p>\n

AI kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7; \u0111\u00e2y l\u00e0 h\u1ea1 t\u1ea7ng m\u1edbi c\u1ee7a n\u1ec1n kinh t\u1ebf. Trong th\u1eddi gian t\u1edbi, Vi\u1ec7t Nam c\u1ea7n m\u1ed9t h\u1ec7 sinh th\u00e1i AI m\u1edf, t\u1ef1 ch\u1ee7, an to\u00e0n, n\u01a1i c\u00e1c doanh nghi\u1ec7p, nh\u00e0 n\u01b0\u1edbc v\u00e0 c\u1ed9ng \u0111\u1ed3ng c\u00f9ng x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c m\u1edbi cho k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n<\/div>\n

Trung t\u00e2m Truy\u1ec1n th\u00f4ng KH&CN<\/em><\/strong><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng c\u1ee7a m\u1ecdi n\u1ec1n kinh t\u1ebf, y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft \u0111\u1eb7t ra cho Vi\u1ec7t Nam l\u00e0 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng h\u1ea1 t\u1ea7ng AI \u0111\u1ee7 m\u1ea1nh, \u0111\u1ee7 an to\u00e0n v\u00e0 \u0111\u1ee7 ch\u1ee7 \u0111\u1ed9ng. C\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 trong n\u01b0\u1edbc c\u00f9ng chuy\u00ean gia […]<\/p>\n","protected":false},"author":6,"featured_media":5917,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[13],"tags":[],"class_list":{"0":"post-5916","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tin-tuc"},"_links":{"self":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/5916","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/comments?post=5916"}],"version-history":[{"count":1,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/5916\/revisions"}],"predecessor-version":[{"id":5918,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/5916\/revisions\/5918"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/media\/5917"}],"wp:attachment":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/media?parent=5916"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/categories?post=5916"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/tags?post=5916"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}