{"id":35293,"date":"2025-08-27T10:06:54","date_gmt":"2025-08-27T10:06:54","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?post_type=news&p=35293"},"modified":"2025-08-27T10:06:54","modified_gmt":"2025-08-27T10:06:54","slug":"5-ly-do-nganh-ai-khong-the-thay-the","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/5-ly-do-nganh-ai-khong-the-thay-the\/","title":{"rendered":"Ng\u00e0nh AI c\u00f3 ph\u1ea3i l\u00e0 xu h\u01b0\u1edbng nh\u1ea5t th\u1eddi? 5 l\u00fd do \u0111\u00e2y l\u00e0 ng\u00e0nh kh\u00f4ng th\u1ec3 thay th\u1ebf"},"content":{"rendered":"

S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang t\u1ea1o ra m\u1ed9t l\u00e0n s\u00f3ng quan t\u00e2m m\u1ea1nh m\u1ebd, khi\u1ebfn nhi\u1ec1u b\u1ea1n tr\u1ebb v\u00e0 ph\u1ee5 huynh b\u0103n kho\u0103n: Li\u1ec7u s\u1ee9c n\u00f3ng c\u1ee7a ng\u00e0nh AI c\u00f3 ph\u1ea3i ch\u1ec9 l\u00e0 m\u1ed9t \u201cbong b\u00f3ng\u201d s\u1eafp v\u1ee1? Hay \u0111\u00e2y l\u00e0 m\u1ea3nh \u0111\u1ea5t m\u00e0u m\u1ee1 cho m\u1ed9t s\u1ef1 nghi\u1ec7p l\u00e2u d\u00e0i? B\u00e0i vi\u1ebft n\u00e0y s\u1ebd ph\u00e1 tan m\u1ecdi nghi ng\u1edd b\u1eb1ng 5 l\u00fd gi\u1ea3i ch\u1ee9ng minh AI l\u00e0 con \u0111\u01b0\u1eddng s\u1ef1 nghi\u1ec7p b\u1ec1n v\u1eefng v\u00e0 g\u1ee3i \u00fd l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp chu\u1ea9n qu\u1ed1c t\u1ebf \u0111\u1ec3 b\u1ea1n t\u1ef1 tin ki\u1ebfn t\u1ea1o t\u01b0\u01a1ng lai.<\/p>\n

V\u01b0\u1ee3t xa m\u1ed9t tr\u00e0o l\u01b0u: T\u1ea1i sao ng\u00e0nh AI l\u00e0 tr\u1ee5 c\u1ed9t c\u1ee7a t\u01b0\u01a1ng lai?<\/h2>\n

Khi nh\u00ecn v\u00e0o b\u1ee9c tranh to\u00e0n c\u1ea3nh, s\u1ee9c \u1ea3nh h\u01b0\u1edfng c\u1ee7a ng\u00e0nh AI kh\u00f4ng n\u1eb1m \u1edf m\u1ed9t v\u00e0i \u1ee9ng d\u1ee5ng g\u00e2y s\u1ed1t hay nh\u1eefng con robot th\u00f4ng minh. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang d\u1ea7n tr\u1edf th\u00e0nh m\u1ed9t h\u1ea1 t\u1ea7ng n\u1ec1n t\u1ea3ng, m\u1ed9t l\u1edbp c\u1ea5u tr\u00fac v\u00f4 h\u00ecnh \u0111\u1ecbnh h\u00ecnh l\u1ea1i to\u00e0n b\u1ed9 ph\u01b0\u01a1ng th\u1ee9c v\u1eadn h\u00e0nh c\u1ee7a x\u00e3 h\u1ed9i hi\u1ec7n \u0111\u1ea1i. Thay v\u00ec ch\u1ec9 nh\u00ecn AI nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5, h\u00e3y xem n\u00f3 l\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i \u0111ang ph\u00e1t tri\u1ec3n, m\u1edf ra v\u00f4 v\u00e0n c\u01a1 h\u1ed9i cho nh\u1eefng ai bi\u1ebft c\u00e1ch n\u1eafm b\u1eaft v\u00e0 th\u00edch \u1ee9ng.<\/p>\n

\"Ng\u00e0nh
Ng\u00e0nh AI hi\u1ec7n \u0111ang l\u00e0 l\u00e0 tr\u1ee5 c\u1ed9t c\u1ee7a t\u01b0\u01a1ng lai, m\u1edf ra c\u01a1 h\u1ed9i cho ai bi\u1ebft c\u00e1ch n\u1eafm b\u1eaft & th\u00edch \u1ee9ng<\/figcaption><\/figure>\n

Khi AI tr\u1edf th\u00e0nh \u201c\u0111i\u1ec7n n\u0103ng\u201d c\u1ee7a th\u1ebf k\u1ef7 21<\/h3>\n

Andrew Ng, m\u1ed9t trong nh\u1eefng b\u1ed9 \u00f3c h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi v\u1ec1 AI, t\u1eebng v\u00ed von r\u1eb1ng “AI l\u00e0 ngu\u1ed3n \u0111i\u1ec7n n\u0103ng m\u1edbi”. Ph\u00e9p so s\u00e1nh n\u00e0y v\u00f4 c\u00f9ng ch\u00ednh x\u00e1c. Ch\u00fang ta hi\u1ebfm khi ngh\u0129 v\u1ec1 b\u1ea3n th\u00e2n d\u00f2ng \u0111i\u1ec7n, nh\u01b0ng ch\u00fang ta nh\u1eadn th\u1ee9c r\u00f5 r\u00e0ng v\u1ec1 nh\u1eefng g\u00ec n\u00f3 cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng: \u00e1nh s\u00e1ng, m\u00e1y t\u00ednh v\u00e0 to\u00e0n b\u1ed9 n\u1ec1n c\u00f4ng nghi\u1ec7p. T\u01b0\u01a1ng t\u1ef1, ng\u00e0nh AI \u0111ang tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c th\u1ea7m l\u1eb7ng gi\u00fap t\u1ed1i \u01b0u h\u00f3a m\u1ecdi th\u1ee9.<\/p>\n

Trong y t\u1ebf, \u0111\u00f3 l\u00e0 h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh X-quang \u0111\u1ec3 ph\u00e1t hi\u1ec7n kh\u1ed1i u v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t tr\u1ed9i. Trong t\u00e0i ch\u00ednh, \u0111\u00f3 l\u00e0 thu\u1eadt to\u00e1n ng\u0103n ch\u1eb7n giao d\u1ecbch gian l\u1eadn ch\u1ec9 trong v\u00e0i mili gi\u00e2y. Trong t\u01b0\u01a1ng lai kh\u00f4ng xa, vi\u1ec7c s\u1edf h\u1eefu n\u0103ng l\u1ef1c v\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 AI s\u1ebd kh\u00f4ng c\u00f2n l\u00e0 k\u1ef9 n\u0103ng \u0111\u1ed9c quy\u1ec1n c\u1ee7a c\u00e1c chuy\u00ean gia trong ng\u00e0nh AI, m\u00e0 s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t y\u00eau c\u1ea7u c\u01a1 b\u1ea3n, thi\u1ebft y\u1ebfu nh\u01b0 k\u1ef9 n\u0103ng tin h\u1ecdc v\u0103n ph\u00f2ng ng\u00e0y nay.<\/p>\n

T\u00e1i \u0111\u1ecbnh h\u00ecnh th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u<\/h3>\n

S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a AI ch\u1eafc ch\u1eafn \u0111\u1eb7t ra nhi\u1ec1u c\u00e2u h\u1ecfi v\u1ec1 t\u01b0\u01a1ng lai vi\u1ec7c l\u00e0m. Tuy nhi\u00ean, l\u1ecbch s\u1eed \u0111\u00e3 ch\u1ee9ng minh c\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7 th\u01b0\u1eddng l\u00e0 \u0111\u1ed9ng l\u1ef1c chuy\u1ec3n \u0111\u1ed5i ch\u1ee9 kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 s\u1ef1 thay th\u1ebf. Ng\u00e0nh AI l\u00e0 m\u1ed9t minh ch\u1ee9ng s\u1ed1ng \u0111\u1ed9ng cho qu\u00e1 tr\u00ecnh n\u00e0y. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o ra nh\u1eefng v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c ho\u00e0n to\u00e0n m\u1edbi, nh\u1eefng ch\u1ee9c danh m\u00e0 m\u01b0\u1eddi n\u0103m tr\u01b0\u1edbc ch\u00fang ta ch\u01b0a t\u1eebng nghe t\u1edbi nh\u01b0 K\u1ef9 s\u01b0 h\u1ecdc m\u00e1y, Chuy\u00ean gia \u0111\u1ea1o \u0111\u1ee9c AI, hay Ki\u1ebfn tr\u00fac s\u01b0 d\u1eef li\u1ec7u.<\/p>\n

\"S\u1ef1
S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a AI t\u1ea1o ra nh\u1eefng v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c ho\u00e0n to\u00e0n m\u1edbi gi\u00fap t\u00e1i \u0111\u1ecbnh h\u00ecnh th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u<\/figcaption><\/figure>\n

Quan tr\u1ecdng h\u01a1n, AI \u0111ang n\u00e2ng c\u1ea5p v\u00e0 t\u0103ng c\u01b0\u1eddng gi\u00e1 tr\u1ecb cho c\u00e1c c\u00f4ng vi\u1ec7c hi\u1ec7n c\u00f3. M\u1ed9t chuy\u00ean gia Marketing c\u00f3 th\u1ec3 d\u00f9ng AI \u0111\u1ec3 ph\u00e2n t\u00edch h\u00e0nh vi kh\u00e1ch h\u00e0ng s\u00e2u. Ki\u1ebfn tr\u00fac s\u01b0 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e1c th\u1ea3o nh\u1eefng thi\u1ebft k\u1ebf b\u1ec1n v\u1eefng v\u00e0 hi\u1ec7u qu\u1ea3. G\u00e1nh n\u1eb7ng c\u1ee7a nh\u1eefng t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3m b\u1edbt, cho ph\u00e9p con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o th\u1ebf m\u1ea1nh \u0111\u1ed9c nh\u1ea5t c\u1ee7a m\u00ecnh. C\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0 t\u01b0 duy ph\u1ea3n bi\u1ec7n, s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 tr\u00ed tu\u1ec7 c\u1ea3m x\u00fac. \u0110\u00e2y ch\u00ednh l\u00e0 b\u1ee9c tranh c\u01a1 h\u1ed9i m\u00e0 ng\u00e0nh AI \u0111ang ki\u1ebfn t\u1ea1o.<\/p>\n

H\u00e0nh tr\u00ecnh b\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean m\u1edbi n\u00e0y c\u00f3 th\u1ec3 khi\u1ebfn nhi\u1ec1u b\u1ea1n h\u1ecdc sinh cho\u00e1ng ng\u1ee3p, nh\u01b0ng n\u00f3 lu\u00f4n b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng b\u01b0\u1edbc \u0111i nh\u1ecf nh\u1ea5t. H\u00e3y b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c t\u00ecm hi\u1ec3u m\u1ed9t kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n, th\u1eed nghi\u1ec7m m\u1ed9t c\u00f4ng c\u1ee5 AI m\u1edbi, ho\u1eb7c \u0111\u1ecdc m\u1ed9t b\u00e0i vi\u1ebft chuy\u00ean s\u00e2u. T\u01b0\u01a1ng lai kh\u00f4ng ch\u1edd \u0111\u1ee3i ai, nh\u01b0ng n\u00f3 lu\u00f4n m\u1edf r\u1ed9ng v\u00f2ng tay v\u1edbi nh\u1eefng ng\u01b0\u1eddi ham h\u1ecdc h\u1ecfi v\u00e0 s\u1eb5n s\u00e0ng thay \u0111\u1ed5i. Ch\u00ednh s\u1ef1 t\u00f2 m\u00f2 c\u1ee7a b\u1ea1n h\u00f4m nay s\u1ebd l\u00e0 vi\u00ean g\u1ea1ch \u0111\u1ea7u ti\u00ean x\u00e2y n\u00ean s\u1ef1 nghi\u1ec7p v\u1eefng ch\u1eafc trong th\u1ebf gi\u1edbi \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh b\u1edfi AI.<\/p>\n

L\u00fd gi\u1ea3i 1 & 2: Nhu c\u1ea7u nh\u00e2n l\u1ef1c kh\u1ed5ng l\u1ed3 v\u00e0 ti\u1ec1m n\u0103ng gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n l\u1edbn<\/h2>\n

M\u1ed9t ng\u00e0nh h\u1ecdc ch\u1ec9 th\u1ef1c s\u1ef1 b\u1ec1n v\u1eefng khi n\u00f3 t\u1ea1o ra hai gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i: c\u01a1 h\u1ed9i s\u1ef1 nghi\u1ec7p h\u1ea5p d\u1eabn cho ng\u01b0\u1eddi h\u1ecdc v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng c\u1ee7a x\u00e3 h\u1ed9i. Ng\u00e0nh AI \u0111ang l\u00e0m xu\u1ea5t s\u1eafc c\u1ea3 hai \u0111i\u1ec1u n\u00e0y, t\u1ea1o n\u00ean m\u1ed9t v\u00f2ng tr\u00f2n ph\u00e1t tri\u1ec3n c\u1ed9ng h\u01b0\u1edfng. Nhu c\u1ea7u nh\u00e2n l\u1ef1c t\u0103ng v\u1ecdt v\u00ec c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 qu\u1ed1c gia nh\u1eadn ra ti\u1ec1m n\u0103ng to l\u1edbn c\u1ee7a AI trong vi\u1ec7c t\u1ea1o ra nh\u1eefng b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 th\u1ef1c ti\u1ec5n.<\/p>\n

C\u01a1n kh\u00e1t chuy\u00ean gia ng\u00e0nh AI v\u00e0 m\u1ee9c \u0111\u00e3i ng\u1ed9 h\u1ea5p d\u1eabn<\/h3>\n

Th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u hi\u1ec7n \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t \u201cc\u01a1n kh\u00e1t\u201d chuy\u00ean gia AI th\u1ef1c s\u1ef1. B\u00e1o c\u00e1o t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng tuy\u1ec3n d\u1ee5ng h\u00e0ng \u0111\u1ea7u nh\u01b0 LinkedIn hay Glassdoor li\u00ean t\u1ee5c cho th\u1ea5y c\u00e1c v\u1ecb tr\u00ed nh\u01b0 K\u1ef9 s\u01b0 h\u1ecdc m\u00e1y, Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u lu\u00f4n n\u1eb1m trong top nh\u1eefng c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n nh\u1ea5t v\u1edbi m\u1ee9c l\u01b0\u01a1ng t\u0103ng tr\u01b0\u1edfng \u1ea5n t\u01b0\u1ee3ng.<\/p>\n

S\u1ef1 ch\u00eanh l\u1ec7ch l\u1edbn gi\u1eefa ngu\u1ed3n cung nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 nhu c\u1ea7u kh\u1ed5ng l\u1ed3 t\u1eeb c\u00e1c doanh nghi\u1ec7p \u0111\u00e3 \u0111\u1ea9y m\u1ee9c \u0111\u00e3i ng\u1ed9 trong ng\u00e0nh AI l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi. M\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn l\u00e0 s\u1ef1 c\u00f4ng nh\u1eadn x\u1ee9ng \u0111\u00e1ng cho gi\u00e1 tr\u1ecb v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh m\u00e0 c\u00e1c chuy\u00ean gia AI mang l\u1ea1i cho t\u1ed5 ch\u1ee9c.<\/p>\n

\"Th\u1ecb
Th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u hi\u1ec7n \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t c\u01a1n kh\u00e1t chuy\u00ean gia ng\u00e0nh AI ch\u1ea5t l\u01b0\u1ee3ng cao<\/figcaption><\/figure>\n

S\u1ee9c m\u1ea1nh c\u1ee7a AI trong y t\u1ebf v\u00e0 c\u00e1c l\u0129nh v\u1ef1c m\u0169i nh\u1ecdn<\/h3>\n

Trong l\u0129nh v\u1ef1c y t\u1ebf, c\u00e1c m\u00f4 h\u00ecnh AI \u0111ang gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n thu\u1ed1c m\u1edbi, c\u00e1 nh\u00e2n h\u00f3a ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u li\u1ec7u ung th\u01b0, v\u00e0 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh qua h\u00ecnh \u1ea3nh y khoa v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng kinh ng\u1ea1c. Trong l\u0129nh v\u1ef1c n\u0103ng l\u01b0\u1ee3ng, AI gi\u00fap t\u1ed1i \u01b0u h\u00f3a l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh v\u00e0 d\u1ef1 b\u00e1o t\u00e1c \u0111\u1ed9ng c\u1ee7a bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu.<\/p>\n

Theo \u0111u\u1ed5i ng\u00e0nh AI kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 h\u1ecdc v\u1ec1 c\u00f4ng ngh\u1ec7, m\u00e0 l\u00e0 b\u1ea1n \u0111ang trang b\u1ecb cho m\u00ecnh n\u0103ng l\u1ef1c \u0111\u1ec3 t\u1ea1o ra nh\u1eefng t\u00e1c \u0111\u1ed9ng \u00fd ngh\u0129a, g\u00f3p ph\u1ea7n gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c l\u1edbn c\u1ee7a th\u1eddi \u0111\u1ea1i.<\/p>\n

Vi\u1ec7c g\u00f3p ph\u1ea7n gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 l\u1edbn lao \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec1u g\u00ec xa v\u1eddi. H\u00e0nh tr\u00ecnh v\u1ea1n d\u1eb7m lu\u00f4n b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t b\u01b0\u1edbc ch\u00e2n, v\u00e0 h\u00e0nh tr\u00ecnh trong ng\u00e0nh AI c\u0169ng v\u1eady. B\u1eaft \u0111\u1ea7u \u0111\u01a1n gi\u1ea3n t\u1eeb vi\u1ec7c \u0111\u1ecdc t\u00e0i li\u1ec7u, ho\u00e0n th\u00e0nh m\u1ed9t kh\u00f3a h\u1ecdc tr\u1ef1c tuy\u1ebfn, hay vi\u1ebft nh\u1eefng d\u00f2ng m\u00e3 \u0111\u1ea7u ti\u00ean. H\u00e3y nu\u00f4i d\u01b0\u1ee1ng s\u1ef1 t\u00f2 m\u00f2 v\u00e0 b\u1eaft \u0111\u1ea7u h\u00e0nh \u0111\u1ed9ng, b\u1edfi ch\u00ednh b\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh ng\u01b0\u1eddi ki\u1ebfn t\u1ea1o n\u00ean nh\u1eefng gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1 trong t\u01b0\u01a1ng lai.<\/p>\n

L\u00fd gi\u1ea3i 3 & 4: S\u1ef1 b\u1ea3o ch\u1ee9ng t\u1eeb \u0111\u1ea7u t\u01b0 v\u00e0 n\u1ed9i l\u1ef1c ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng<\/h2>\n

Ng\u00e0nh AI \u0111ang \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1edfi hai ngu\u1ed3n \u0111\u1ed9ng l\u1ef1c c\u1ef1c k\u1ef3 m\u1ea1nh m\u1ebd: l\u1ef1c \u0111\u1ea9y t\u00e0i ch\u00ednh t\u1eeb b\u00ean ngo\u00e0i v\u00e0 n\u0103ng l\u01b0\u1ee3ng t\u1ef1 th\u00e2n t\u1eeb s\u1ef1 ti\u1ebfn h\u00f3a kh\u00f4ng ng\u1eebng c\u1ee7a c\u00f4ng ngh\u1ec7. S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa hai y\u1ebfu t\u1ed1 n\u00e0y t\u1ea1o ra m\u1ed9t b\u1ec7 ph\u00f3ng v\u1eefng ch\u1eafc, \u0111\u1ea3m b\u1ea3o cho s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng ch\u1ec9 trong v\u00e0i n\u0103m t\u1edbi m\u00e0 c\u00f2n trong nhi\u1ec1u th\u1eadp k\u1ef7.<\/p>\n

\"Ng\u00e0nh
Ng\u00e0nh AI \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1edfi hai ngu\u1ed3n \u0111\u1ed9ng l\u1ef1c t\u1ea1o ra m\u1ed9t b\u1ec7 ph\u00f3ng v\u1eefng ch\u1eafc trong th\u1eadp k\u1ef7 s\u1eafp t\u1edbi<\/figcaption><\/figure>\n

Cu\u1ed9c \u0111ua t\u1ef7 \u0111\u00f4 c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7<\/h3>\n

C\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi nh\u01b0 Google, Microsoft, Meta hay NVIDIA \u0111ang \u0111\u1ed5 h\u00e0ng t\u1ef7 \u0111\u00f4 la v\u00e0o ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n (R&D), x\u00e2y d\u1ef1ng c\u00e1c si\u00eau m\u00e1y t\u00ednh v\u00e0 th\u00e2u t\u00f3m nh\u1eefng t\u00e0i n\u0103ng xu\u1ea5t s\u1eafc nh\u1ea5t. D\u00f2ng v\u1ed1n kh\u1ed5ng l\u1ed3 l\u00e0 cam k\u1ebft cho m\u1ed9t t\u1ea7m nh\u00ecn d\u00e0i h\u1ea1n, n\u01a1i AI l\u00e0 trung t\u00e2m c\u1ee7a m\u1ecdi s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5.<\/p>\n

Song song \u0111\u00f3, ch\u00ednh ph\u1ee7 nhi\u1ec1u qu\u1ed1c gia \u0111\u00e3 xem vi\u1ec7c ph\u00e1t tri\u1ec3n ng\u00e0nh AI l\u00e0 m\u1ed9t ph\u1ea7n trong chi\u1ebfn l\u01b0\u1ee3c an ninh v\u00e0 c\u1ea1nh tranh qu\u1ed1c gia, cho th\u1ea5y t\u1ea7m quan tr\u1ecdng \u0111\u1ecba ch\u00ednh tr\u1ecb v\u00e0 s\u1ef1 \u0111\u1ea7u t\u01b0 b\u1ec1n v\u1eefng \u1edf c\u1ea5p \u0111\u1ed9 v\u0129 m\u00f4.<\/p>\n

Kh\u00f4ng ch\u1ec9 l\u00e0 AI t\u1ea1o sinh: K\u1ef7 nguy\u00ean c\u00f4ng ngh\u1ec7 m\u1edbi \u0111ang m\u1edf ra<\/h3>\n

Nhi\u1ec1u ng\u01b0\u1eddi bi\u1ebft \u0111\u1ebfn AI qua s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a AI t\u1ea1o sinh (Generative AI) v\u1edbi nh\u1eefng c\u00e1i t\u00ean nh\u01b0 ChatGPT, Gemini, Grok,…. Tuy nhi\u00ean, \u0111\u00f3 ch\u1ec9 l\u00e0 m\u1ed9t l\u00e1t c\u1eaft nh\u1ecf cho th\u1ea5y ti\u1ec1m n\u0103ng v\u00f4 h\u1ea1n c\u1ee7a l\u0129nh v\u1ef1c n\u00e0y. B\u1ea3n ch\u1ea5t c\u1ed1t l\u00f5i c\u1ee7a ng\u00e0nh AI l\u00e0 s\u1ef1 thay \u0111\u1ed5i v\u00e0 c\u1eadp nh\u1eadt li\u00ean t\u1ee5c. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi \u0111ang h\u01b0\u1edbng t\u1edbi nh\u1eefng c\u00f4ng ngh\u1ec7 m\u1edbi nh\u01b0 AI t\u1ef1 gi\u00e1m s\u00e1t gi\u00fap m\u00e1y h\u1ecdc t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n g\u00e1n nh\u00e3n, hay s\u1ef1 k\u1ebft h\u1ee3p \u0111\u1ed9t ph\u00e1 gi\u1eefa AI v\u1edbi robot, c\u00f4ng ngh\u1ec7 sinh h\u1ecdc v\u00e0 \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed.<\/p>\n

Ch\u00ednh n\u1ed9i l\u1ef1c ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng l\u0129nh v\u1ef1c AI s\u1ebd kh\u00f4ng bao gi\u1edd l\u1ed7i th\u1eddi. N\u00f3 li\u00ean t\u1ee5c m\u1edf ra nh\u1eefng b\u00e0i to\u00e1n m\u1edbi, nh\u1eefng l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng m\u1edbi v\u00e0 do \u0111\u00f3, ti\u1ebfp t\u1ee5c thu h\u00fat \u0111\u1ea7u t\u01b0 v\u00e0 nh\u00e2n t\u00e0i, t\u1ea1o th\u00e0nh m\u1ed9t v\u00f2ng tu\u1ea7n ho\u00e0n ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng.<\/p>\n

L\u00fd gi\u1ea3i 5: L\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp chu\u1ea9n qu\u1ed1c t\u1ebf l\u00e0 b\u1ec7 ph\u00f3ng v\u1eefng ch\u1eafc<\/h2>\n

Ti\u1ec1m n\u0103ng c\u1ee7a m\u1ed9t l\u0129nh v\u1ef1c d\u00f9 l\u1edbn \u0111\u1ebfn \u0111\u00e2u c\u0169ng s\u1ebd kh\u00f4ng th\u1ec3 khai th\u00e1c n\u1ebfu thi\u1ebfu \u0111i con ng\u01b0\u1eddi c\u00f3 chuy\u00ean m\u00f4n. Do \u0111\u00f3, l\u00fd do cu\u1ed1i c\u00f9ng v\u00e0 c\u0169ng l\u00e0 quan tr\u1ecdng nh\u1ea5t kh\u1eb3ng \u0111\u1ecbnh s\u1ef1 b\u1ec1n v\u1eefng c\u1ee7a s\u1ef1 nghi\u1ec7p trong ng\u00e0nh AI ch\u00ednh l\u00e0 m\u1ed9t l\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n.<\/p>\n

Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o m\u1ed9t n\u1ec1n t\u1ea3ng gi\u00e1o d\u1ee5c ch\u1ea5t l\u01b0\u1ee3ng kh\u00f4ng ch\u1ec9 gi\u00fap b\u1ea1n trang b\u1ecb ki\u1ebfn th\u1ee9c, m\u00e0 c\u00f2n \u0111\u1ecbnh h\u00ecnh t\u01b0 duy, x\u00e2y d\u1ef1ng k\u1ef9 n\u0103ng v\u00e0 m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i l\u1edbn. M\u1ed9t kh\u1edfi \u0111\u1ea7u t\u1ea1i m\u00f4i tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o uy t\u00edn ch\u00ednh l\u00e0 b\u1ec7 ph\u00f3ng v\u1eefng ch\u1eafc nh\u1ea5t \u0111\u1ec3 b\u1ea1n h\u1ecdc sinh y\u00eau th\u00edch ng\u00e0nh n\u00e0y chinh ph\u1ee5c s\u1ef1 nghi\u1ec7p.<\/p>\n

\"L\u1ed9
L\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp chu\u1ea9n qu\u1ed1c t\u1ebf t\u1ea1i Asia University Vietnam l\u00e0 b\u1ec7 ph\u00f3ng v\u1eefng ch\u1eafc cho sinh vi\u00ean chinh ph\u1ee5c s\u1ef1 nghi\u1ec7p to\u00e0n c\u1ea7u<\/figcaption><\/figure>\n

H\u1ecdc g\u00ec \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia ng\u00e0nh AI? N\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c c\u1ed1t l\u00f5i<\/h3>\n

Sinh vi\u00ean c\u1ea7n trang b\u1ecb m\u1ed9t n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 to\u00e1n h\u1ecdc \u1ee9ng d\u1ee5ng, l\u1eadp tr\u00ecnh (\u0111\u1eb7c bi\u1ec7t l\u00e0 Python), h\u1ecdc m\u00e1y, h\u1ecdc s\u00e2u v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn. \u0110\u00e2y l\u00e0 nh\u1eefng tr\u1ee5 c\u1ed9t ki\u1ebfn th\u1ee9c kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh.<\/p>\n

M\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o chu\u1ea9n m\u1ef1c s\u1ebd t\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7 c\u00e1c m\u1ea3ng ki\u1ebfn th\u1ee9c Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 h\u1ec7 th\u1ed1ng. \u0110i\u1ec3n h\u00ecnh nh\u01b0 t\u1ea1i Asia University Vietnam, sinh vi\u00ean \u0111\u01b0\u1ee3c theo h\u1ecdc ch\u01b0\u01a1ng tr\u00ecnh nh\u1eadn b\u1eb1ng C\u1eed nh\u00e2n tr\u1ef1c ti\u1ebfp t\u1eeb Asia University, \u0110\u00e0i Loan (Trung Qu\u1ed1c)\u00a0 – m\u1ed9t trong nh\u1eefng ng\u00f4i tr\u01b0\u1eddng \u0111\u1ea7u ti\u00ean t\u1ea1i \u0110\u00e0i Loan th\u00e0nh l\u1eadp khoa Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1eeb n\u0103m 2018, \u0111\u1ea3m b\u1ea3o m\u1ed9t khung ch\u01b0\u01a1ng tr\u00ecnh c\u1eadp nh\u1eadt v\u00e0 b\u1eaft k\u1ecbp xu th\u1ebf.<\/p>\n

T\u1ea7m quan tr\u1ecdng c\u1ee7a tr\u1ea3i nghi\u1ec7m th\u1ef1c chi\u1ebfn v\u00e0 li\u00ean k\u1ebft doanh nghi\u1ec7p<\/h3>\n

C\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n h\u00e0ng \u0111\u1ea7u trong ng\u00e0nh AI lu\u00f4n t\u00ecm ki\u1ebfm nh\u1eefng \u1ee9ng vi\u00ean c\u00f3 kinh nghi\u1ec7m th\u1ef1c chi\u1ebfn, c\u00f3 kh\u1ea3 n\u0103ng \u00e1p d\u1ee5ng l\u00fd thuy\u1ebft v\u00e0o gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n th\u1ef1c t\u1ebf. Hi\u1ec3u r\u00f5 \u0111i\u1ec1u \u0111\u00f3, ch\u01b0\u01a1ng tr\u00ecnh t\u1ea1i Asia University Vietnam \u0111\u1eb7c bi\u1ec7t ch\u00fa tr\u1ecdng v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/p>\n

Sinh vi\u00ean c\u00f3 c\u01a1 h\u1ed9i tr\u1ea3i nghi\u1ec7m t\u1ea1i s\u00e1u khu v\u1ef1c m\u00f4 ph\u1ecfng \u1ee9ng d\u1ee5ng AI nh\u01b0: nh\u00e0 th\u00f4ng minh, robot th\u00f4ng minh, giao th\u00f4ng th\u00f4ng minh, s\u1ea3n xu\u1ea5t th\u00f4ng minh v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe th\u00f4ng minh. Kh\u00f4ng ch\u1ec9 v\u1eady c\u00f2n \u0111\u01b0\u1ee3c c\u1ecd x\u00e1t tr\u1ef1c ti\u1ebfp qua s\u1ef1 h\u1ee3p t\u00e1c ch\u1eb7t ch\u1ebd v\u1edbi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u nh\u01b0: NuVoTon hay Topco Scientific,… gi\u00fap bi\u1ebfn ki\u1ebfn th\u1ee9c th\u00e0nh k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c th\u1ef1c th\u1ee5.<\/p>\n

L\u1ee3i th\u1ebf c\u1ea1nh tranh t\u1eeb b\u1eb1ng c\u1ea5p \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn to\u00e0n c\u1ea7u<\/h3>\n

Ng\u00e0nh AI v\u1ed1n kh\u00f4ng c\u00f3 bi\u00ean gi\u1edbi, v\u00e0 c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p c\u0169ng mang t\u00ednh to\u00e0n c\u1ea7u. Do \u0111\u00f3, vi\u1ec7c s\u1edf h\u1eefu m\u1ed9t t\u1ea5m b\u1eb1ng \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn qu\u1ed1c t\u1ebf ch\u00ednh l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh v\u01b0\u1ee3t tr\u1ed9i, gi\u00fap b\u1ea1n n\u1ed5i b\u1eadt gi\u1eefa h\u00e0ng ng\u00e0n \u1ee9ng vi\u00ean.<\/p>\n

Sinh vi\u00ean t\u1ed1t nghi\u1ec7p v\u1edbi b\u1eb1ng C\u1eed nh\u00e2n t\u1eeb Asia University, \u0110\u00e0i Loan (Trung Qu\u1ed1c) –\u00a0 tr\u01b0\u1eddng thu\u1ed9c TOP 401-500 \u0111\u1ea1i h\u1ecdc t\u1ed1t nh\u1ea5t th\u1ebf gi\u1edbi (theo THE, 2025) s\u1ebd l\u00e0 t\u1ea5m v\u00e9 th\u00f4ng h\u00e0nh \u0111\u1eaft gi\u00e1. T\u1ea5m b\u1eb1ng n\u00e0y kh\u00f4ng ch\u1ec9 kh\u1eb3ng \u0111\u1ecbnh ch\u1ea5t l\u01b0\u1ee3ng \u0111\u00e0o t\u1ea1o m\u00e0 c\u00f2n gi\u00fap sinh vi\u00ean c\u1ee7a Asia University Vietnam t\u1ef1 tin gia nh\u1eadp th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u ngay sau khi ra tr\u01b0\u1eddng.<\/p>\n

\"Theo
Theo h\u1ecdc ng\u00e0nh AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ) t\u1ea1i Asia University Vietnam, sinh vi\u00ean s\u1ebd c\u00f3 l\u1ee3i th\u1ebf c\u1ea1nh tranh t\u1eeb b\u1eb1ng c\u1ea5p \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn to\u00e0n c\u1ea7u<\/figcaption><\/figure>\n

Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) – N\u1eafm b\u1eaft hi\u1ec7n t\u1ea1i, ki\u1ebfn t\u1ea1o t\u01b0\u01a1ng lai<\/h2>\n

T\u1eeb v\u1ecb th\u1ebf l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 n\u1ec1n t\u1ea3ng c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n l\u1edbn, nhu c\u1ea7u nh\u00e2n l\u1ef1c kh\u00f4ng ng\u1eebng t\u0103ng cao, cho \u0111\u1ebfn s\u1ef1 b\u1ea3o ch\u1ee9ng t\u1eeb nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 t\u1ef7 \u0111\u00f4 v\u00e0 m\u1ed9t l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp chu\u1ea9n qu\u1ed1c t\u1ebf, c\u00e2u tr\u1ea3 l\u1eddi \u0111\u00e3 tr\u1edf n\u00ean r\u00f5 r\u00e0ng. Ng\u00e0nh AI kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t xu h\u01b0\u1edbng nh\u1ea5t th\u1eddi. \u0110\u00e2y l\u00e0 m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i th\u1ebf gi\u1edbi v\u00e0 m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho s\u1ef1 nghi\u1ec7p c\u1ee7a th\u1ebf h\u1ec7 tr\u1ebb.<\/p>\n

Tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a t\u01b0\u01a1ng lai \u0111\u00f3 kh\u00f4ng c\u00f2n l\u00e0 \u0111i\u1ec1u xa v\u1eddi khi b\u1ea1n c\u00f3 m\u1ed9t l\u1ed9 tr\u00ecnh \u0111\u00fang \u0111\u1eafn. N\u1ebfu b\u1ea1n \u0111\u00e3 s\u1eb5n s\u00e0ng d\u1ea5n th\u00e2n v\u00e0o l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 cao v\u00e0 khao kh\u00e1t t\u1ea1o ra nh\u1eefng t\u00e1c \u0111\u1ed9ng th\u1ef1c s\u1ef1, vi\u1ec7c l\u1ef1a ch\u1ecdn m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ch\u1ea5t l\u01b0\u1ee3ng l\u00e0 b\u01b0\u1edbc \u0111i \u0111\u1ea7u ti\u00ean v\u00e0 quan tr\u1ecdng nh\u1ea5t.<\/p>\n

H\u00e3y bi\u1ebfn ti\u1ec1m n\u0103ng th\u00e0nh hi\u1ec7n th\u1ef1c v\u00e0 b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh chinh ph\u1ee5c ng\u00e0nh AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) ngay h\u00f4m nay:<\/p>\n

T\u00ecm hi\u1ec3u ngay ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o \u0111\u1ea1i h\u1ecdc ng\u00e0nh AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) t\u1ea1i Asia University Vietnam:<\/p>\n