{"id":2543,"date":"2026-04-29T09:26:27","date_gmt":"2026-04-29T02:26:27","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=2543"},"modified":"2026-04-29T09:54:15","modified_gmt":"2026-04-29T02:54:15","slug":"cntt-thong-minh-loi-the-trong-ky-nguyen-ai","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/cntt-thong-minh-loi-the-trong-ky-nguyen-ai\/","title":{"rendered":"\u00a0\u0110\u00e0o t\u1ea1o CNTT th\u00f4ng minh th\u1eddi AI: L\u1ee3i th\u1ebf thu\u1ed9c v\u1ec1 n\u0103ng l\u1ef1c th\u1ef1c ti\u1ec5n"},"content":{"rendered":"

Trong m\u1ed9t th\u1ebf gi\u1edbi n\u01a1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng tri th\u1ee9c kh\u1ed5ng l\u1ed3 ch\u1ec9 trong v\u00e0i gi\u00e2y, gi\u00e1 tr\u1ecb c\u1ee7a gi\u00e1o d\u1ee5c kh\u00f4ng c\u00f2n n\u1eb1m \u1edf vi\u1ec7c \u201cbi\u1ebft bao nhi\u00eau\u201d, m\u00e0 \u1edf kh\u1ea3 n\u0103ng t\u01b0 duy, s\u00e1ng t\u1ea1o v\u00e0 th\u00edch \u1ee9ng. S\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb \u0111\u00e0o t\u1ea1o ki\u1ebfn th\u1ee9c sang ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c \u0111ang tr\u1edf th\u00e0nh xu h\u01b0\u1edbng to\u00e0n c\u1ea7u, \u0111\u1eb7t ra y\u00eau c\u1ea7u t\u00e1i \u0111\u1ecbnh ngh\u0129a vai tr\u00f2 c\u1ee7a nh\u00e0 tr\u01b0\u1eddng trong k\u1ef7 nguy\u00ean s\u1ed1.<\/span><\/p>\n

Cu\u1ed9c t\u00e1i c\u1ea5u tr\u00fac gi\u00e1 tr\u1ecb lao \u0111\u1ed9ng trong k\u1ef7 nguy\u00ean AI<\/b><\/h2>\n

Trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u1ea5n \u0111\u1ec1 kh\u00f4ng c\u00f2n l\u00e0 m\u00e1y m\u00f3c c\u00f3 thay th\u1ebf con ng\u01b0\u1eddi hay kh\u00f4ng, m\u00e0 l\u00e0 con ng\u01b0\u1eddi c\u1ea7n s\u1edf h\u1eefu n\u0103ng l\u1ef1c g\u00ec \u0111\u1ec3 t\u1ea1o gi\u00e1 tr\u1ecb khi l\u00e0m vi\u1ec7c c\u00f9ng c\u00f4ng ngh\u1ec7<\/span><\/p>\n

B\u00e1o c\u00e1o <\/span>Agents, Robots, and Us: Skill Partnerships in the Age of AI<\/span><\/i> <\/a>c\u1ee7a McKinsey Global Institutel: kho\u1ea3ng 70% k\u1ef9 n\u0103ng hi\u1ec7n nay c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong c\u1ea3 nh\u1eefng c\u00f4ng vi\u1ec7c c\u00f3 nguy c\u01a1 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 nh\u1eefng vai tr\u00f2 v\u1eabn gi\u1eef t\u00ednh c\u1ed1t l\u00f5i c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u \u0111\u00f3 cho th\u1ea5y gi\u00e1 tr\u1ecb lao \u0111\u1ed9ng kh\u00f4ng m\u1ea5t \u0111i, m\u00e0 \u0111ang \u0111\u01b0\u1ee3c t\u00e1i c\u1ea5u tr\u00fac xoay quanh c\u00e1c n\u0103ng l\u1ef1c c\u00f3 th\u1ec3 b\u1ed5 tr\u1ee3 v\u00e0 khai th\u00e1c AI hi\u1ec7u qu\u1ea3.<\/span><\/p>\n

\u0110\u00e1ng ch\u00fa \u00fd, McKinsey ghi nh\u1eadn nhu c\u1ea7u v\u1ec1 \u201cAI fluency\u201d- kh\u1ea3 n\u0103ng hi\u1ec3u, s\u1eed d\u1ee5ng v\u00e0 qu\u1ea3n tr\u1ecb c\u00f4ng c\u1ee5 AI – \u0111\u00e3 t\u0103ng m\u1ea1nh trong d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, ph\u1ea3n \u00e1nh xu h\u01b0\u1edbng doanh nghi\u1ec7p \u01b0u ti\u00ean nh\u1eefng nh\u00e2n s\u1ef1 bi\u1ebft h\u1ee3p t\u00e1c v\u1edbi c\u00f4ng ngh\u1ec7 thay v\u00ec ch\u1ec9 v\u1eadn h\u00e0nh quy tr\u00ecnh s\u1eb5n c\u00f3.<\/span><\/p>\n

Xu h\u01b0\u1edbng n\u00e0y kh\u00f4ng ch\u1ec9 di\u1ec5n ra \u1edf c\u00e1c n\u1ec1n kinh t\u1ebf ph\u00e1t tri\u1ec3n. T\u1ea1i Vi\u1ec7t Nam, Ch\u1ee7 t\u1ecbch FPT Tr\u01b0\u01a1ng Gia B\u00ecnh cho r\u1eb1ng Vi\u1ec7t Nam c\u1ea7n x\u00e2y d\u1ef1ng l\u1edbp <\/span>\u201cnh\u00e2n l\u1ef1c chi\u1ebfn l\u01b0\u1ee3c\u201d<\/span><\/a>\u00a0 kh\u00f4ng ch\u1ec9 gi\u1ecfi chuy\u00ean m\u00f4n, m\u00e0 \u0111\u1ee7 n\u0103ng l\u1ef1c tri\u1ec3n khai c\u00f4ng ngh\u1ec7 v\u00e0 th\u00edch \u1ee9ng nhanh tr\u01b0\u1edbc bi\u1ebfn \u0111\u1ed9ng to\u00e0n c\u1ea7u. T\u01b0\u01a1ng t\u1ef1, chi\u1ebfn l\u01b0\u1ee3c \u201cMake in Vietnam\u201d c\u1ee7a Viettel \u0111\u1eb7t tr\u1ecdng t\u00e2m v\u00e0o n\u0103ng l\u1ef1c nghi\u00ean c\u1ee9u cho th\u1ea5y y\u00eau c\u1ea7u l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 l\u00f5i thay v\u00ec ch\u1ec9 s\u1eed d\u1ee5ng gi\u1ea3i ph\u00e1p c\u00f3 s\u1eb5n.<\/span><\/p>\n

Nh\u1eefng t\u00edn hi\u1ec7u n\u00e0y cho th\u1ea5y gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc kh\u00f4ng th\u1ec3 ch\u1ec9 truy\u1ec1n \u0111\u1ea1t tri th\u1ee9c, m\u00e0 c\u1ea7n chuy\u1ec3n tr\u1ecdng t\u00e2m sang ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c th\u1ef1c ti\u1ec5n – t\u1eeb t\u01b0 duy ph\u00e2n t\u00edch, h\u1ee3p t\u00e1c li\u00ean ng\u00e0nh \u0111\u1ebfn kh\u1ea3 n\u0103ng khai th\u00e1c AI nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 t\u1ea1o gi\u00e1 tr\u1ecb.<\/span><\/p>\n

\u0110\u1ea1i h\u1ecdc \u1ee9ng d\u1ee5ng v\u00e0 c\u00e1ch Ph\u1ea7n Lan r\u00fat ng\u1eafn kho\u1ea3ng c\u00e1ch gi\u1ea3ng \u0111\u01b0\u1eddng \u2013 doanh nghi\u1ec7p<\/b><\/h2>\n

Ph\u1ea7n Lan th\u01b0\u1eddng \u0111\u01b0\u1ee3c nh\u1eafc \u0111\u1ebfn nh\u01b0 m\u1ed9t trong nh\u1eefng qu\u1ed1c gia ti\u00ean phong trong \u0111\u1ecbnh h\u01b0\u1edbng gi\u00e1o d\u1ee5c l\u1ea5y ng\u01b0\u1eddi h\u1ecdc l\u00e0m trung t\u00e2m. \u0110i\u1ec3m c\u1ed1t l\u00f5i kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c gi\u1ea3m \u00e1p l\u1ef1c thi c\u1eed, m\u00e0 \u1edf c\u00e1ch t\u1ed5 ch\u1ee9c h\u1ec7 th\u1ed1ng \u0111\u00e0o t\u1ea1o h\u01b0\u1edbng t\u1edbi n\u0103ng l\u1ef1c t\u1ef1 h\u1ecdc v\u00e0 t\u1ef1 ch\u1ee7 ngh\u1ec1 nghi\u1ec7p.<\/span><\/p>\n

Trong c\u1ea5u tr\u00fac gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc c\u1ee7a n\u01b0\u1edbc n\u00e0y, kh\u1ed1i \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc \u1ee8ng d\u1ee5ng \u0111\u00f3ng vai tr\u00f2 \u0111\u1eb7c bi\u1ec7t. M\u00f4 h\u00ecnh n\u00e0y thi\u1ebft k\u1ebf ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o g\u1eafn ch\u1eb7t v\u1edbi nhu c\u1ea7u doanh nghi\u1ec7p, y\u00eau c\u1ea7u sinh vi\u00ean tham gia c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf ngay t\u1eeb n\u0103m \u0111\u1ea7u. Qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp v\u00ec th\u1ebf tr\u1edf th\u00e0nh qu\u00e1 tr\u00ecnh gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1.<\/span><\/p>\n

Theo TS. Vesa Ollikainen, Tr\u01b0\u1edfng ng\u00e0nh C\u00f4ng ngh\u1ec7 Ph\u1ea7n m\u1ec1m t\u1ea1i \u0110\u1ea1i h\u1ecdc Metropolia (Ph\u1ea7n Lan), cho bi\u1ebft:<\/span>\u201cTrong khi \u0111\u00e0o t\u1ea1o ngh\u1ec1 t\u1eadp trung v\u00e0o k\u1ef9 n\u0103ng v\u1eadn h\u00e0nh theo quy tr\u00ecnh, c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc khoa h\u1ecdc \u1ee9ng d\u1ee5ng ch\u00fa tr\u1ecdng chuy\u00ean m\u00f4n s\u00e2u v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p \u2013 nh\u1eefng n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i cho c\u00e1c vai tr\u00f2 chuy\u00ean gia v\u00e0 qu\u1ea3n l\u00fd tr\u00ecnh \u0111\u1ed9 cao.\u201d<\/span><\/i><\/p>\n

\"TS.
TS. Vesa Ollikainen, Tr\u01b0\u1edfng ng\u00e0nh C\u00f4ng ngh\u1ec7 Ph\u1ea7n m\u1ec1m t\u1ea1i \u0110\u1ea1i h\u1ecdc KHUD Metropolia (Ph\u1ea7n Lan) chia s\u1ebb v\u1ec1 \u0111\u00e0o t\u1ea1o CNTT th\u00f4ng minh trong m\u00f4 h\u00ecnh \u0110\u1ea1i h\u1ecdc \u1ee8ng d\u1ee5ng<\/figcaption><\/figure>\n

M\u1ed9t trong nh\u1eefng c\u01a1 s\u1edf \u0111\u00e0o t\u1ea1o ti\u00eau bi\u1ec3u c\u1ee7a h\u1ec7 th\u1ed1ng n\u00e0y l\u00e0 \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc \u1ee8ng d\u1ee5ng Metropolia \u2013 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u1ee9ng d\u1ee5ng l\u1edbn nh\u1ea5t Ph\u1ea7n Lan. Tri\u1ebft l\u00fd c\u1ee7a tr\u01b0\u1eddng t\u1eadp trung v\u00e0o \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o, h\u1ee3p t\u00e1c doanh nghi\u1ec7p v\u00e0 m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp qu\u1ed1c t\u1ebf h\u00f3a.<\/span><\/p>\n

\u1ede m\u00f4 h\u00ecnh n\u00e0y, gi\u1ea3ng vi\u00ean \u0111\u00f3ng vai tr\u00f2 h\u01b0\u1edbng d\u1eabn thay v\u00ec ch\u1ec9 truy\u1ec1n \u0111\u1ea1t l\u00fd thuy\u1ebft. Sinh vi\u00ean l\u00e0m vi\u1ec7c theo nh\u00f3m, x\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m, ph\u1ea3n bi\u1ec7n l\u1eabn nhau v\u00e0 h\u1ecdc th\u00f4ng qua tr\u1ea3i nghi\u1ec7m th\u1ef1c ti\u1ec5n. L\u1edbp h\u1ecdc v\u00ec th\u1ebf \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 m\u1ed9t \u201ckh\u00f4ng gian th\u1eed nghi\u1ec7m\u201d cho n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n v\u00e0 k\u1ef9 n\u0103ng m\u1ec1m. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cho th\u1ea5y n\u0103ng l\u1ef1c kh\u00f4ng \u0111\u01b0\u1ee3c h\u00ecnh th\u00e0nh qua ghi nh\u1edb, m\u00e0 qua tr\u1ea3i nghi\u1ec7m gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 trong m\u00f4i tr\u01b0\u1eddng g\u1ea7n v\u1edbi th\u1ef1c t\u1ebf th\u1ecb tr\u01b0\u1eddng.<\/span><\/p>\n

\u0110\u00e0o t\u1ea1o c\u00f4ng ngh\u1ec7 theo chu\u1ea9n qu\u1ed1c t\u1ebf ngay t\u1ea1i Vi\u1ec7t Nam<\/b><\/h2>\n

C\u00f9ng v\u1edbi nhu c\u1ea7u nh\u00e2n l\u1ef1c c\u00f4ng ngh\u1ec7 ng\u00e0y c\u00e0ng cao, vi\u1ec7c ti\u1ebfp c\u1eadn m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o qu\u1ed1c t\u1ebf ngay trong n\u01b0\u1edbc \u0111ang tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn c\u1ee7a nhi\u1ec1u gia \u0111\u00ecnh. Thay v\u00ec ph\u1ea3i ra n\u01b0\u1edbc ngo\u00e0i t\u1eeb s\u1edbm, sinh vi\u00ean c\u00f3 th\u1ec3 theo h\u1ecdc ch\u01b0\u01a1ng tr\u00ecnh qu\u1ed1c t\u1ebf v\u1edbi chi ph\u00ed h\u1ee3p l\u00fd h\u01a1n nh\u01b0ng v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c chu\u1ea9n \u0111\u1ea7u ra to\u00e0n c\u1ea7u.<\/span><\/p>\n

Ch\u01b0\u01a1ng tr\u00ecnh Finland Metropolia Vietnam \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u00f4ng qua h\u1ee3p t\u00e1c gi\u1eefa \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc \u1ee8ng d\u1ee5ng Metropolia v\u00e0 Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT, T\u1eadp \u0111o\u00e0n FPT. M\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o t\u1eadp trung v\u00e0o c\u00e1c ng\u00e0nh h\u1ecdc CNTT th\u00f4ng minh v\u00e0 Logistic & Kinh doanh qu\u1ed1c t\u1ebf , v\u1edbi ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc qua d\u1ef1 \u00e1n v\u00e0 m\u00f4i tr\u01b0\u1eddng ho\u00e0n to\u00e0n b\u1eb1ng ti\u1ebfng Anh.<\/span><\/p>\n

Theo TS. Ho\u00e0ng Vi\u1ec7t H\u00e0, Gi\u00e1m \u0111\u1ed1c ch\u01b0\u01a1ng tr\u00ecnh <\/span>\u201c\u0110\u00e0o t\u1ea1o c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u1eb7t trong h\u1ec7 sinh th\u00e1i \u0111\u1ed5i m\u1edbi, n\u01a1i tri th\u1ee9c \u0111\u01b0\u1ee3c chuy\u1ec3n h\u00f3a th\u00e0nh n\u0103ng l\u1ef1c t\u1ea1o ra gi\u00e1 tr\u1ecb th\u1ecb tr\u01b0\u1eddng. Sinh vi\u00ean kh\u00f4ng ch\u1ec9 h\u1ecdc l\u00fd thuy\u1ebft m\u00e0 c\u00f2n tham gia d\u1ef1 \u00e1n c\u00f9ng doanh nghi\u1ec7p, th\u1ef1c t\u1eadp trong m\u00f4i tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ebf\u201d.<\/span><\/i><\/p>\n

Ngo\u00e0i chuy\u00ean m\u00f4n, ch\u01b0\u01a1ng tr\u00ecnh t\u00edch h\u1ee3p \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n \u201cc\u00f4ng d\u00e2n to\u00e0n c\u1ea7u\u201d, ch\u00fa tr\u1ecdng k\u1ef9 n\u0103ng ph\u1ea3n bi\u1ec7n, l\u00e0m vi\u1ec7c nh\u00f3m v\u00e0 giao ti\u1ebfp li\u00ean v\u0103n h\u00f3a. Sinh vi\u00ean c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn h\u1ecdc to\u00e0n b\u1ed9 ch\u01b0\u01a1ng tr\u00ecnh t\u1ea1i Vi\u1ec7t Nam ho\u1eb7c chuy\u1ec3n ti\u1ebfp sang Ph\u1ea7n Lan.<\/span><\/p>\n

Trong b\u1ed1i c\u1ea3nh gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc \u0111ang t\u00ecm ki\u1ebfm l\u1eddi gi\u1ea3i cho b\u00e0i to\u00e1n ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 t\u00ednh \u1ee9ng d\u1ee5ng, nh\u1eefng m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o g\u1eafn v\u1edbi th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng v\u00e0 chu\u1ea9n qu\u1ed1c t\u1ebf \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t h\u01b0\u1edbng \u0111i \u0111\u00e1ng ch\u00fa \u00fd. Thay v\u00ec ch\u1ec9 trang b\u1ecb b\u1eb1ng c\u1ea5p, m\u1ee5c ti\u00eau sau c\u00f9ng l\u00e0 gi\u00fap ng\u01b0\u1eddi h\u1ecdc s\u1edf h\u1eefu n\u0103ng l\u1ef1c th\u00edch \u1ee9ng d\u00e0i h\u1ea1n\u00a0 -y\u1ebfu t\u1ed1 \u0111\u01b0\u1ee3c xem l\u00e0 \u201ct\u00e0i s\u1ea3n\u201d quan tr\u1ecdng nh\u1ea5t trong k\u1ef7 nguy\u00ean s\u1ed1.<\/span><\/p>\n

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 <\/p>\n","protected":false},"excerpt":{"rendered":"

CNTT th\u00f4ng minh kh\u00f4ng c\u00f2n l\u00e0 ki\u1ebfn th\u1ee9c, m\u00e0 l\u00e0 n\u0103ng l\u1ef1c th\u1ef1c ti\u1ec5n gi\u00fap sinh vi\u00ean t\u1ea1o l\u1ee3i th\u1ebf trong k\u1ef7 nguy\u00ean AI.<\/p>\n

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