{"id":24258,"date":"2023-08-17T14:12:11","date_gmt":"2023-08-17T07:12:11","guid":{"rendered":"https:\/\/saigonbiz.com.vn\/?p=24258"},"modified":"2023-08-17T14:12:13","modified_gmt":"2023-08-17T07:12:13","slug":"hien-thuc-pho-thong-hoa-ai-se-can-den-dien-toan-hon-hop-va-he-sinh-thai-mo","status":"publish","type":"post","link":"https:\/\/saigonbiz.com\/vn\/hien-thuc-pho-thong-hoa-ai-se-can-den-dien-toan-hon-hop-va-he-sinh-thai-mo\/","title":{"rendered":"Hi\u1ec7n th\u1ef1c ph\u1ed5 th\u00f4ng h\u00f3a AI s\u1ebd c\u1ea7n \u0111\u1ebfn \u0111i\u1ec7n to\u00e1n h\u1ed7n h\u1ee3p v\u00e0 h\u1ec7 sinh th\u00e1i m\u1edf"},"content":{"rendered":"\n

\u0110\u1ea7u n\u0103m 2023, ch\u00fang t\u00f4i \u0111\u00e3 t\u1ed5\u00a0ch\u1ee9c chu\u1ed7i s\u1ef1\u00a0ki\u1ec7n Intel Vision \u0111\u1ec3\u00a0chia s\u1ebb\u00a0v\u1ec1\u00a0nh\u1eefng c\u00f4ng ngh\u1ec7\u00a0th\u1ebf\u00a0h\u1ec7\u00a0m\u1edbi c\u1ee7a Intel, c\u0169ng nh\u01b0\u00a0ch\u00fang t\u00f4i c\u00f3 th\u1ec3\u00a0l\u00e0m g\u00ec \u0111\u1ec3\u00a0h\u1ed7\u00a0tr\u1ee3\u00a0doanh nghi\u1ec7p v\u00e0 \u0111\u1ed1i t\u00e1c nh\u1eb1m v\u01b0\u01a1n \u0111\u1ebfn th\u00e0nh c\u00f4ng trong th\u1eddi \u0111\u1ea1i k\u1ef9thu\u1eadt s\u1ed1. Nhi\u1ec1u ch\u1ee7\u00a0\u0111\u1ec1\u00a0n\u00f3ng \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u01b0a ra v\u00e0\u00a0th\u1ea3o lu\u1eadn t\u1ea1i s\u1ef1\u00a0ki\u1ec7n, trong \u0111\u00f3 c\u00f3 tr\u00ed tu\u1ec7\u00a0nh\u00e2n t\u1ea1o (AI).<\/strong><\/p>\n\n\n\n

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T\u00e1c gi\u1ea3 b\u00e0i vi\u1ebft, \u00f4ng Simon Chan, T\u1ed5ng Gi\u00e1m \u0111\u1ed1c Khu v\u1ef1c \u0110\u00f4ng Nam \u00c1, Nam \u00c1, \u00dac, v\u00e0 New Zealand; <\/strong>Nh\u00f3m Kinh doanh, Marketing & Truy\u1ec1n th\u00f4ng, T\u1eadp \u0111o\u00e0n Intel<\/em><\/figcaption><\/figure>\n\n\n\n

M\u1eb7c d\u00f9 m\u1edbi ch\u1ec9 g\u00e2y s\u1ed1t trong th\u1eddi gian g\u1ea7n \u0111\u00e2y nh\u01b0ng AI kh\u00f4ng ph\u1ea3i c\u00f4ng ngh\u1ec7 m\u1edbi l\u1ea1 trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 l\u00e0m vi\u1ec7c c\u00f9ng con ng\u01b0\u1eddi trong nhi\u1ec1u n\u0103m qua, t\u1eeb vi\u1ec7c gi\u1ea3m thi\u1ec3u l\u1ed7i ph\u00e1t sinh trong qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t cho \u0111\u1ebfn h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng c\u00f3 nh\u1eefng b\u1ee9c \u1ea3nh \u0111\u1eb9p h\u01a1n khi ch\u1ee5p b\u1eb1ng \u0111i\u1ec7n tho\u1ea1i. Ch\u00fang ta \u0111\u1ec1u bi\u1ebft r\u1eb1ng AI c\u00f3 th\u1ec3 mang \u0111\u1ebfn c\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng trong m\u1ecdi l\u0129nh v\u1ef1c, c\u0169ng nh\u01b0 c\u1ea3i ti\u1ebfn cu\u1ed9c s\u1ed1ng c\u1ee7a con ng\u01b0\u1eddi theo v\u00f4 s\u1ed1 c\u00e1ch kh\u00e1c nhau.<\/p>\n\n\n\n

Trong v\u00e0i th\u00e1ng tr\u1edf l\u1ea1i \u0111\u00e2y, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u1ee7 s\u00f3ng tr\u00ean kh\u1eafp c\u00e1c k\u00eanh truy\u1ec1n th\u00f4ng to\u00e0n c\u1ea7u sau s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a ChatGPT, m\u1ed9t \u1ee9ng d\u1ee5ng AI t\u1ea1o sinh s\u1eed d\u1ee5ng m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u n\u00f3 thu th\u1eadp \u0111\u01b0\u1ee3c \u0111\u1ec3 ph\u00e1t tri\u1ec3n nh\u1eefng n\u1ed9i dung g\u1ea7n gi\u1ed1ng v\u1edbi c\u00e1ch con ng\u01b0\u1eddi trao \u0111\u1ed5i v\u00e0 s\u00e1ng t\u1ea1o.<\/p>\n\n\n\n

Ch\u00ednh \u0111\u1ee3t s\u00f3ng AI n\u00e0y \u0111\u00e3 th\u00fac \u0111\u1ea9y nhi\u1ec1u doanh nghi\u1ec7p t\u00ecm ki\u1ebfm ph\u01b0\u01a1ng \u00e1n \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. D\u1ef1a tr\u00ean t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf, AI hi\u1ec7n nay kh\u00f4ng c\u00f2n \u0111\u01a1n thu\u1ea7n l\u00e0 nh\u1eefng tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i \u0111\u01a1n thu\u1ea7n n\u1eefa. C\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u00e3 v\u00e0 \u0111ang ng\u00e0y c\u00e0ng ph\u1ea3n h\u1ed3i t\u1ed1t h\u01a1n v\u00e0 c\u00f3 th\u1ec3 gi\u00fap ch\u00fang ta th\u1ef1c hi\u1ec7n nhi\u1ec1u c\u00f4ng vi\u1ec7c kh\u00e1c nhau nh\u01b0 l\u1eadp tr\u00ecnh m\u1ed9t trang web, hay s\u00e1ng t\u1ea1o nh\u1eefng t\u00e1c ph\u1ea9m \u00e2m nh\u1ea1c v\u00e0 ngh\u1ec7 thu\u1eadt m\u1edbi.<\/p>\n\n\n\n

Theo b\u00e1o c\u00e1o \u201cCh\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng v\u1ec1 AI c\u1ee7a ch\u00ednh ph\u1ee7 2022\u201d[i]<\/sup><\/a> do t\u1ed5 ch\u1ee9c Oxford Insights k\u1ebft h\u1ee3p v\u1edbi Trung t\u00e2m nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n qu\u1ed1c t\u1ebf c\u1ee7a Canada th\u1ef1c hi\u1ec7n, ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng cho AI c\u1ee7a Vi\u1ec7t Nam \u0111\u1ea1t 53,96 tr\u00ean 100 \u0111i\u1ec3m, v\u01b0\u1ee3t qua m\u1ee9c trung b\u00ecnh to\u00e0n c\u1ea7u 44,61 \u0111i\u1ec3m. B\u00e1o c\u00e1o cho th\u1ea5y Vi\u1ec7t Nam c\u00f3 nhi\u1ec1u ti\u1ec1m n\u0103ng trong vi\u1ec7c tri\u1ec3n khai tr\u00ed tu\u1ec7nh\u00e2n t\u1ea1o nh\u1eb1m n\u1eafm b\u1eaft c\u01a1 h\u1ed9i \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i v\u00e0 ph\u00e1t tri\u1ec3n n\u1ec1n kinh t\u1ebf.<\/p>\n\n\n\n

V\u00e0o cu\u1ed1i th\u00e1ng 6\/2023, t\u1ea1i H\u1ed9i th\u1ea3o \u201cTr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u01a1 h\u1ed9i – th\u00e1ch th\u1ee9c v\u00e0 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng trong ph\u00e1t tri\u1ec3n kinh t\u1ebf s\u1ed1 Th\u1ee7 \u0111\u00f4\u201d[ii]<\/sup><\/a>, ti\u1ebfn s\u0129 L\u00ea Xu\u00e2n Rao, Ch\u1ee7 t\u1ecbch Li\u00ean hi\u1ec7p c\u00e1c H\u1ed9i Khoa h\u1ecdc v\u00e0 K\u1ef9 thu\u1eadt H\u00e0 N\u1ed9i, cho bi\u1ebft tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd tr\u1edf th\u00e0nh c\u00f4ng ngh\u1ec7 \u0111\u1ed9t ph\u00e1 trong 10 n\u0103m t\u1edbi, v\u00ec v\u1eady Vi\u1ec7t Nam s\u1ebd t\u1eadp trung v\u00e0o ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI nh\u01b0 m\u1ed9t m\u0169i nh\u1ecdn.<\/p>\n\n\n\n

Tr\u00ean th\u1ef1c t\u1ebf, nhi\u1ec1u doanh nghi\u1ec7p \u0111\u1ecba ph\u01b0\u01a1ng \u0111ang s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c[iii]<\/sup><\/a>. Trong l\u0129nh v\u1ef1c y t\u1ebf, VinBigData \u0111\u00e3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 tr\u1ee3 gi\u00fap c\u00e1c b\u00e1c s\u0129 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh t\u1ed1t h\u01a1n. Trong l\u0129nh v\u1ef1c ng\u00e2n h\u00e0ng, nhi\u1ec1u ng\u00e2n h\u00e0ng \u0111\u00e3 \u1ee9ng d\u1ee5ng AI gi\u00fap x\u00e1c th\u1ef1c th\u00f4ng tin, nh\u1eadn di\u1ec7n kh\u00e1ch h\u00e0ng th\u00f4ng qua h\u1ec7 th\u1ed1ng eKYC.<\/p>\n\n\n\n

Tuy nhi\u00ean, \u0111\u1ec3 c\u00f3 th\u1ec3 tri\u1ec3n khai AI th\u00e0nh c\u00f4ng, ch\u00fang ta c\u1ea7n ph\u1ea3i gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c nh\u1eefng \u0111\u00f2i h\u1ecfi ph\u1ee9c t\u1ea1p v\u1ec1 c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n. T\u1eeb \u0111i\u1ec7n t\u1eed ti\u00eau d\u00f9ng cho \u0111\u1ebfn v\u00f9ng bi\u00ean v\u00e0 \u0111\u00e1m m\u00e2y, nhu c\u1ea7u v\u1ec1 c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n s\u1ebd t\u0103ng cao khi AI ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn h\u01a1n.<\/p>\n\n\n\n

Ph<\/strong>\u1ed5<\/strong> th\u00f4ng h\u00f3a AI kh<\/strong>\u1edf<\/strong>i \u0111<\/strong>\u1ea7<\/strong>u t<\/strong>\u1eeb<\/strong> c\u00f4ng ngh<\/strong>\u1ec7<\/strong> \u0111i<\/strong>\u1ec7<\/strong>n to\u00e1n<\/strong><\/p>\n\n\n\n

Trong t\u01b0\u01a1ng lai, c\u00e1c m\u00f4 h\u00ecnh AI s\u1ebd t\u0103ng s\u1ed1 l\u01b0\u1ee3ng d\u1eef li\u1ec7u s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra nh\u1eefng ph\u1ea3n h\u1ed3i h\u1eefu d\u1ee5ng cho c\u00e1c doanh nghi\u1ec7p. Do v\u1eady, \u0111\u1ec3 v\u1ea1ch ra \u0111\u01b0\u1ee3c h\u01b0\u1edbng \u0111i \u0111\u00fang \u0111\u1eafn, c\u00e1c doanh nghi\u1ec7p ph\u1ea3i \u0111\u00e1nh gi\u00e1 c\u00e1c th\u00e1ch th\u1ee9c hay k\u1ebft qu\u1ea3kinh doanh m\u00e0 h\u1ecd \u0111ang mu\u1ed1n gi\u1ea3i quy\u1ebft hay \u0111\u1ea1t \u0111\u01b0\u1ee3c, \u0111\u1ec3 t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng AI hi\u1ec7u qu\u1ea3 v\u1ec1 v\u00e0 ti\u1ebft ki\u1ec7m v\u1edbi nh\u1eefng gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n v\u00e0 ph\u1ea7n m\u1ec1m ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n

\u0110\u1ec3 t\u1eadn d\u1ee5ng to\u00e0n b\u1ed9 s\u1ee9c m\u1ea1nh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, ch\u00fang ta c\u1ea7n AI ch\u1ea1y theo th\u1eddi gian th\u1ef1c v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao. Ch\u00ednh v\u00ec v\u1eady, \u0111i\u1ec7n to\u00e1n \u0111\u00f3ng vai tr\u00f2 ti\u00ean quy\u1ebft \u0111\u1ec3 mang \u0111\u1ebfn t\u1ed1c \u0111\u1ed9 v\u00e0 hi\u1ec7u n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh hay d\u1ef1 \u0111o\u00e1n, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh v\u00e0 gi\u1ecdng n\u00f3i, v\u00e0 m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng AI. Ch\u00fang ta c\u00f3 th\u1ec3 v\u00ed \u0111i\u1ec7n to\u00e1n nh\u01b0 \u201cb\u1ed9 n\u00e3o\u201d gi\u00fap c\u00e1c c\u1ed7 m\u00e1y ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh h\u1ee3p l\u00fd cho h\u00e0nh \u0111\u1ed9ng ti\u1ebfp theo.<\/p>\n\n\n\n

Nh\u1eb1m b\u1eaft k\u1ecbp s\u1ef1 c\u1ea3i ti\u1ebfn c\u1ee7a AI v\u00e0 c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn, \u201cb\u1ed9 n\u00e3o\u201d c\u0169ng c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c n\u00e2ng c\u1ea5p \u0111\u1ec3 c\u00f3 th\u1ec3 khai th\u00e1c t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh. \u0110i\u1ec7n to\u00e1n hi\u1ec7n nay kh\u00f4ng ch\u1ec9 c\u00f3 nhi\u1ec7m v\u1ee5 t\u0103ng t\u1ed1c hi\u1ec7u n\u0103ng c\u1ee7a AI m\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y c\u00f2n ph\u1ea3i th\u1ef1c hi\u1ec7n \u0111i\u1ec1u \u0111\u00f3 hi\u1ec7u qu\u1ea3 h\u01a1n, b\u1ea3o m\u1eadt h\u01a1n, d\u1ec5 m\u1edf r\u1ed9ng h\u01a1n v\u00e0 b\u1ec1n v\u1eefng h\u01a1n. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y v\u00e0 \u0111\u01b0a AI \u0111\u1ebfn v\u1edbi t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, \u0111i\u1ec7n to\u00e1n h\u1ed7n h\u1ee3p (heterogeneous compute) v\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i m\u1edf d\u00e0nh cho nh\u1eefng lo\u1ea1i AI kh\u00e1c nhau \u0111\u00f3ng vai tr\u00f2 v\u00f4 c\u00f9ng quan tr\u1ecdng.<\/p>\n\n\n\n

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AI c<\/strong>\u1ea7<\/strong>n \u0111i<\/strong>\u1ec7<\/strong>n to\u00e1n h<\/strong>\u1ed7<\/strong>n h<\/strong>\u1ee3<\/strong>p \u0111<\/strong>\u1ec3<\/strong> \u0111<\/strong>\u1ea1<\/strong>t \u0111<\/strong>\u01b0\u1ee3<\/strong>c hi<\/strong>\u1ec7<\/strong>u n\u0103ng cao h<\/strong>\u01a1<\/strong>n v<\/strong>\u1edb<\/strong>i chi ph\u00ed th<\/strong>\u1ea5<\/strong>p h<\/strong>\u01a1<\/strong>n v<\/strong>\u00e0<\/strong> ti<\/strong>\u1ebf<\/strong>t ki<\/strong>\u1ec7<\/strong>m \u0111i<\/strong>\u1ec7<\/strong>n n\u0103ng h<\/strong>\u01a1<\/strong>n<\/strong><\/p>\n\n\n\n

T\u1ed1c \u0111\u1ed9 v\u00e0 hi\u1ec7u n\u0103ng x\u1eed l\u00fd AI cao h\u01a1n s\u1ebd tr\u1edf th\u00e0nh ti\u00eau ch\u00ed c\u1ee7a ng\u01b0\u1eddi d\u00f9ng trong t\u01b0\u01a1ng lai. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y nhu c\u1ea7u v\u1ec1 s\u1ee9c m\u1ea1nh \u0111i\u1ec7n to\u00e1n s\u1ebd t\u0103ng theo c\u1ea5p s\u1ed1 nh\u00e2n, nh\u01b0ng kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c c\u00e1c doanh nghi\u1ec7p trang b\u1ecbth\u00eam vi x\u1eed l\u00fd trung t\u00e2m (CPU) ho\u1eb7c vi x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda (GPU), ho\u1eb7c x\u00e2y d\u1ef1ng th\u00eam trung t\u00e2m d\u1eef li\u1ec7u \u0111\u1ec3 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI.<\/p>\n\n\n\n

\u0110\u1ec3 ph\u1ed5 c\u1eadp AI, c\u00e1c doanh nghi\u1ec7p c\u1ea7n ph\u1ea3i xem x\u00e9t hai y\u1ebfu t\u1ed1 c\u1ef1c k\u1ef3 quan tr\u1ecdng. \u0110\u1ea7u ti\u00ean, h\u1ecd c\u1ea7n ph\u1ea3i x\u00e1c \u0111\u1ecbnh m\u00f4 h\u00ecnh \u1ee9ng d\u1ee5ng AI m\u00ecnh c\u1ea7n l\u00e0 g\u00ec. \u0110\u00f3 c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t chatbot AI \u0111\u1ec3 h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, hay m\u1ed9t m\u00f4 h\u00ecnh AI t\u1ea1o sinh l\u1edbn nh\u01b0 ChatGPT \u0111\u1ec3 ph\u00e1t tri\u1ec3n nh\u1eefng n\u1ed9i dung m\u1edbi, hay m\u1ed9t gi\u1ea3i ph\u00e1p nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh l\u1ed7i, hay m\u1ed9t m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00e1c bi\u1ec7t h\u01a1n? Th\u1ee9 hai, c\u00e1c doanh nghi\u1ec7p c\u0169ng c\u1ea7n l\u01b0u t\u00e2m \u0111\u1ebfn chi ph\u00ed v\u00ec \u0111\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh xem \u0111\u00e2u l\u00e0 gi\u1ea3i ph\u00e1p AI ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n

Tr\u00e1i ng\u01b0\u1ee3c v\u1edbi nh\u1eefng g\u00ec ch\u00fang ta th\u01b0\u1eddng \u0111\u01b0\u1ee3c nghe v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng AI s\u1eed d\u1ee5ng GPU nhi\u1ec1u h\u01a1n, Tr\u00ean th\u1ef1c t\u1ebf, m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng AI ch\u1ea1y hi\u1ec7u qu\u1ea3 tr\u00ean c\u00e1c CPU \u0111a n\u0103ng. \u0110\u00e2y ch\u00ednh l\u00e0 nh\u1eefng vi x\u1eed l\u00fd ch\u00fang ta th\u01b0\u1eddng th\u1ea5y trong c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u ng\u00e0y nay.<\/p>\n\n\n\n

Ch\u00fang ta s\u1ebd c\u00f9ng \u0111\u1ebfn v\u1edbi vi\u1ec7c hu\u1ea5n luy\u1ec7n m\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef nh\u01b0 GPT-3 \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n. Hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn nh\u01b0 v\u1eady c\u00f3 th\u1ec3 ti\u00eau t\u1ed1n chi ph\u00ed l\u00ean \u0111\u1ebfn h\u00e0ng tri\u1ec7u USD cho m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01a1n l\u1ebb, nh\u01b0ng ph\u1ea7n l\u1edbn c\u00e1c doanh nghi\u1ec7p kh\u00f4ng c\u1ea7n ph\u1ea3i \u1ee9ng d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh l\u1edbn nh\u01b0 v\u1eady. Thay v\u00e0o \u0111\u00f3, h\u1ecd c\u00f3 th\u1ec3 hu\u1ea5n luy\u1ec7n nh\u1eefng m\u00f4 h\u00ecnh nh\u1ecf h\u01a1n. Th\u1ef1c t\u1ebf cho th\u1ea5y, h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p ch\u1ec9 c\u1ea7n s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o s\u1eb5n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh d\u1ef1a tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u ch\u1ecdn l\u1ecdc tr\u00ean c\u00e1c CPU \u0111a n\u0103ng. Vi\u1ec7c tinh ch\u1ec9nh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ho\u00e0n th\u00e0nh ch\u1ec9 trong v\u00e0i ph\u00fat v\u1edbi ph\u1ea7n m\u1ec1m AI t\u1eeb Intel v\u00e0 ph\u1ea7n m\u1ec1m m\u00e3 ngu\u1ed3n m\u1edf ti\u00eau chu\u1ea9n kh\u00e1c.<\/p>\n\n\n\n

Trong tr\u01b0\u1eddng h\u1ee3p doanh nghi\u1ec7p th\u1eadt s\u1ef1 c\u1ea7n hu\u1ea5n luy\u1ec7n m\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, c\u00e1c b\u1ed9 t\u0103ng t\u1ed1c AI chuy\u00ean d\u1ee5ng nh\u01b0 Gaudi2 c\u1ee7a Intel l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p thay th\u1ebf cho c\u00e1c GPU truy\u1ec1n th\u1ed1ng. Tr\u00ean th\u1ef1c t\u1ebf, Gaudi2 mang \u0111\u1ebfn nh\u1eefng l\u1ee3i th\u1ebf v\u1ec1 chi ph\u00ed c\u1ea1nh tranh cho doanh nghi\u1ec7p, c\u1ea3 v\u1ec1 chi ph\u00ed m\u00e1y ch\u1ee7 l\u1eabn h\u1ec7 th\u1ed1ng. Hi\u1ec7u su\u1ea5t \u0111\u01b0\u1ee3c ch\u1ee9ng th\u1ef1c b\u1edfi MLPerf c\u1ee7a b\u1ed9 t\u0103ng t\u1ed1c<\/a> c\u00f9ng nh\u1eefng c\u1ea3i ti\u1ebfn v\u1ec1 ph\u1ea7n m\u1ec1m s\u1eafp ra m\u1eaft gi\u00fap Gaudi2 tr\u1edf th\u00e0nh m\u1ed9t s\u1ef1 thay th\u1ebf c\u1ef1c k\u1ef3 h\u1ea5p d\u1eabn v\u1ec1 hi\u1ec7u n\u0103ng\/gi\u00e1 th\u00e0nh cho c\u00e1c vi x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda chuy\u00ean d\u1ee5ng.<\/p>\n\n\n\n

Do v\u1eady, gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c t\u1eeb tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00f2i h\u1ecfi m\u1ed9t h\u01b0\u1edbng ti\u1ebfp c\u1eadn to\u00e0n di\u1ec7n \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng, \u1ee9ng d\u1ee5ng, v\u00e0 y\u00eau c\u1ea7u v\u1ec1 hi\u1ec7u n\u0103ng. \u0110i\u1ec1u n\u00e0y cho ch\u00fang ta th\u1ea5y r\u1eb1ng c\u00e1c \u1ee9ng d\u1ee5ng AI kh\u00e1c nhau s\u1ebd c\u00f3 nh\u1eefng y\u00eau c\u1ea7u kh\u00e1c bi\u1ec7t v\u1ec1 c\u1ea5u h\u00ecnh \u0111i\u1ec7n to\u00e1n. \u0110\u00f3 l\u00e0 nh\u1eefng h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi t\u00ednh ch\u00ednh x\u00e1c cao v\u00e0 l\u00e0 m\u1ed9t s\u1ef1 giao thoa \u0111a d\u1ea1ng gi\u1eefa c\u00e1c ki\u1ebfn tr\u00fac v\u00e0 ph\u1ea7n c\u1ee9ng \u0111\u1ec3 c\u00f3 th\u1ec3 ch\u1ea1y nhi\u1ec1u lo\u1ea1i CPU, GPU, FPGA, ho\u1eb7c c\u00e1c b\u1ed9 t\u0103ng t\u1ed1c kh\u00e1c.<\/p>\n\n\n\n

T\u00f3m l\u1ea1i, kh\u00f4ng c\u00f3 m\u1ed9t gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n n\u00e0o to\u00e0n di\u1ec7n. Thay v\u00e0o \u0111\u00f3, c\u00e1c n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n c\u1ea7n ph\u1ea3i tr\u1edf n\u00ean linh ho\u1ea1t v\u00e0 m\u1edf r\u1ed9ng d\u1ec5 d\u00e0ng h\u01a1n \u0111\u1ec3 thay \u0111\u1ed5i theo c\u00e1c y\u00eau c\u1ea7u c\u1ee7a \u1ee9ng d\u1ee5ng nh\u1eb1m tri\u1ec3n khai \u0111\u01b0\u1ee3c AI v\u00e0o th\u1ef1c ti\u1ec5n.<\/p>\n\n\n\n

AI c\u1ea7n m\u1ed9t h\u1ec7 sinh th\u00e1i m\u1edf<\/strong><\/p>\n\n\n\n

\u1ede th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, ngo\u00e0i c\u00e1c vi x\u1eed l\u00fd, AI c\u0169ng l\u00e0 m\u1ed9t tr\u1edf ng\u1ea1i \u0111\u1ed1i v\u1edbi ph\u1ea7n m\u1ec1m. \u0110\u1ec3 ph\u1ed5 c\u1eadp AI, ch\u00fang ta c\u1ea7n m\u1ed9t h\u1ec7 sinh th\u00e1i m\u1edf, trong \u0111\u00f3 ph\u1ea7n m\u1ec1m \u0111\u00f3ng vai tr\u00f2 ch\u1ee7 y\u1ebfu \u0111\u1ec3 gi\u1ea3i ph\u00f3ng s\u1ee9c m\u1ea1nh v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng c\u1ee7a AI. N\u1ebfu kh\u00f4ng c\u00f3 m\u1ed9t lo\u1ea1t khung ph\u1ea7n m\u1ec1m v\u00e0 b\u1ed9 c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u \u0111\u1ec3 h\u1ed7 tr\u1ee3 ph\u1ea7n c\u1ee9ng ch\u1ea1y c\u00e1c \u1ee9ng d\u1ee5ng AI, hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i c\u0169ng s\u1ebd kh\u00f4ng \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nh\u1eefng y\u00eau c\u1ea7u t\u1ed1i \u01b0u cho m\u1ee5c \u0111\u00edch kinh doanh.<\/p>\n\n\n\n

C\u00e1c l\u1eadp tr\u00ecnh vi\u00ean c\u1ea7n h\u01b0\u1edbng ti\u1ebfp c\u1eadn x\u00e2y d\u1ef1ng m\u1ed9t l\u1ea7n v\u00e0 c\u00f3 th\u1ec3 tri\u1ec3n khai \u1edf m\u1ecdi n\u01a1i v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p linh ho\u1ea1t, m\u00e3 ngu\u1ed3n m\u1edf v\u00e0 ti\u1ebft ki\u1ec7m \u0111i\u1ec7n n\u0103ng \u0111\u1ec3 c\u00f3 th\u1ec3 ch\u1ea1y m\u1ecdi lo\u1ea1i AI. M\u1ed9t c\u00f4ng c\u1ee5 \u0111i\u1ec3n h\u00ecnh l\u00e0 oneAPI Tookits c\u1ee7a Intel. C\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p vi\u1ebft m\u00e3 m\u1ed9t l\u1ea7n v\u00e0 sau \u0111\u00f3 c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean m\u1ecdi n\u1ec1n t\u1ea3ng ph\u1ea7n c\u1ee9ng kh\u00e1c nhau.<\/p>\n\n\n\n

Nh\u1eefng c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady gi\u00fap c\u00e1c doanh nghi\u1ec7p v\u1eeba t\u1ed1i \u01b0u hi\u1ec7u n\u0103ng c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng AI v\u1eeba t\u1ed1i \u01b0u chi ph\u00ed, c\u0169ng nh\u01b0 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd nhi\u1ec1u n\u1ec1n t\u1ea3ng ph\u1ea7n c\u1ee9ng kh\u00e1c nhau. AI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean m\u1ed9t h\u1ec7 sinh th\u00e1i m\u1edf s\u1ebd d\u1ec5 d\u00e0ng \u0111\u01b0\u1ee3c truy c\u1eadp r\u1ed9ng r\u00e3i v\u00e0 hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed. Ngo\u00e0i ra, n\u00f3 c\u0169ng gi\u00fap lo\u1ea1i b\u1ecf c\u00e1c r\u00e0o c\u1ea3n l\u00e0m ch\u1eadm tr\u1ec5 ti\u1ebfn \u0111\u1ed9 v\u00e0 gi\u00fap c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai AI \u1edf m\u1ecdi n\u01a1i trong khi v\u1eabn \u01b0u ti\u00ean \u0111i\u1ec7n n\u0103ng, chi ph\u00ed, v\u00e0 hi\u1ec7u n\u0103ng qua vi\u1ec7c s\u1eed d\u1ee5ng ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m ph\u00f9 h\u1ee3p nh\u1ea5t cho t\u1eebng vi\u1ec7c.<\/p>\n\n\n\n

\u0110\u1ea7u t\u01b0 v\u00e0o t\u01b0\u01a1ng lai c\u1ee7a AI<\/strong><\/p>\n\n\n\n

R\u00f5 r\u00e0ng, AI \u0111ang d\u1ea7n tr\u1edf n\u00ean m\u1ea1nh m\u1ebd h\u01a1n v\u00e0 m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi cho c\u00e1c doanh nghi\u1ec7p. D\u00f9 c\u00e1c doanh nghi\u1ec7p ch\u1ea1y \u1ee9ng d\u1ee5ng AI tr\u00ean \u0111\u00e1m m\u00e2y hay t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p ph\u1ea7n c\u1ee9ng t\u1ea1i ch\u1ed7, h\u1ecd n\u00ean s\u1eb5n s\u00e0ng b\u1edfi nhu c\u1ea7u \u0111i\u1ec7n to\u00e1n c\u00f3 th\u1ec3 t\u0103ng nhanh ch\u00f3ng trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

AI s\u1ebd y\u00eau c\u1ea7u m\u1ed9t n\u1ec1n t\u1ea3ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 nhi\u1ec1u kh\u00eda c\u1ea1nh trong vi\u1ec7c thi\u1ebft k\u1ebf m\u00f4 h\u00ecnh AI, ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai tr\u00ean kh\u1eafp c\u00e1c n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n khi AI ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n

Vi\u1ec7c th\u1ef1c s\u1ef1 g\u1eb7t h\u00e1i \u0111\u01b0\u1ee3c nh\u1eefng l\u1ee3i \u00edch t\u1eeb AI l\u1ea1i ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1ch doanh nghi\u1ec7p \u0111\u1ea7u t\u01b0 cho nh\u1eefng kh\u1ea3 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 ph\u00e1t huy t\u1ed1i \u0111a kh\u1ea3 n\u0103ng c\u1ee7a AI, c\u0169ng nh\u01b0 m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n h\u1ed7n h\u1ee3p v\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i m\u1edf \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kho\u1ea3n \u0111\u1ea7u t\u01b0 c\u1ee7a doanh nghi\u1ec7p v\u1eabn h\u1eefu d\u1ee5ng trong t\u01b0\u01a1ng lai. Hai y\u1ebfu t\u1ed1 n\u00e0y s\u1ebd \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng khi c\u00e1c doanh nghi\u1ec7p c\u00e2n nh\u1eafc chu\u1ea9n b\u1ecb cho s\u1ef1 thay \u0111\u1ed5i c\u1ee7a AI.<\/p>\n\n\n\n

Simon Chan, T\u1ed5ng Gi\u00e1m \u0111\u1ed1c Khu v\u1ef1c \u0110\u00f4ng Nam \u00c1, Nam \u00c1, \u00dac, v\u00e0 New Zealand; Nh\u00f3m Kinh doanh, Marketing & Truy\u1ec1n th\u00f4ng, T\u1eadp \u0111o\u00e0n Intel<\/strong><\/p>\n\n\n\n

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[i]<\/sup><\/a> B\u00e1o c\u00e1o Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng v\u1ec1 AI c\u1ee7a ch\u00ednh ph\u1ee7 2022<\/a> do t\u1ed5 ch\u1ee9c Oxford Insights k\u1ebft h\u1ee3p v\u1edbi Trung t\u00e2m nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n qu\u1ed1c t\u1ebf c\u1ee7a Canada th\u1ef1c hi\u1ec7n<\/p>\n\n\n\n

[ii]<\/sup><\/a> H\u1ed9i th\u1ea3o \u201cTr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u01a1 h\u1ed9i – th\u00e1ch th\u1ee9c v\u00e0 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng trong ph\u00e1t tri\u1ec3n kinh t\u1ebf s\u1ed1 Th\u1ee7 \u0111\u00f4\u201d<\/a><\/p>\n\n\n\n

[iii]<\/sup><\/a> Th\u00f4ng tin t\u1eeb b\u00e0i vi\u1ebft \u201c\u1ee8ng d\u1ee5ng v\u00e0 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u00f4ng ngh\u1ec7 AI: Vi\u1ec7t Nam \u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc nhi\u1ec1u c\u01a1 h\u1ed9i<\/a>\u201d tr\u00ean VnEconomy<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0110\u1ea7u n\u0103m 2023, ch\u00fang t\u00f4i \u0111\u00e3 t\u1ed5\u00a0ch\u1ee9c chu\u1ed7i s\u1ef1\u00a0ki\u1ec7n Intel Vision \u0111\u1ec3\u00a0chia s\u1ebb\u00a0v\u1ec1\u00a0nh\u1eefng c\u00f4ng ngh\u1ec7\u00a0th\u1ebf\u00a0h\u1ec7\u00a0m\u1edbi c\u1ee7a Intel, c\u0169ng nh\u01b0\u00a0ch\u00fang t\u00f4i c\u00f3 th\u1ec3\u00a0l\u00e0m g\u00ec \u0111\u1ec3\u00a0h\u1ed7\u00a0tr\u1ee3\u00a0doanh nghi\u1ec7p v\u00e0 \u0111\u1ed1i t\u00e1c nh\u1eb1m v\u01b0\u01a1n \u0111\u1ebfn th\u00e0nh c\u00f4ng trong th\u1eddi \u0111\u1ea1i k\u1ef9thu\u1eadt s\u1ed1. Nhi\u1ec1u ch\u1ee7\u00a0\u0111\u1ec1\u00a0n\u00f3ng \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u01b0a ra v\u00e0\u00a0th\u1ea3o lu\u1eadn t\u1ea1i s\u1ef1\u00a0ki\u1ec7n, trong \u0111\u00f3 c\u00f3 tr\u00ed tu\u1ec7\u00a0nh\u00e2n t\u1ea1o (AI). […]\n","protected":false},"author":3841,"featured_media":50415,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-24258","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-doi-song"],"yoast_head":"\nHi\u1ec7n th\u1ef1c ph\u1ed5 th\u00f4ng h\u00f3a AI s\u1ebd c\u1ea7n \u0111\u1ebfn \u0111i\u1ec7n to\u00e1n h\u1ed7n h\u1ee3p v\u00e0 h\u1ec7 sinh th\u00e1i m\u1edf<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/saigonbiz.com\/vn\/hien-thuc-pho-thong-hoa-ai-se-can-den-dien-toan-hon-hop-va-he-sinh-thai-mo\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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