{"id":3728,"date":"2020-01-02T01:47:06","date_gmt":"2020-01-02T01:47:06","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=3728"},"modified":"2020-01-05T15:13:17","modified_gmt":"2020-01-05T15:13:17","slug":"10-xu-huong-ai-duoc-du-bao-se-hien-dien-trong-nam-2020","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/10-xu-huong-ai-duoc-du-bao-se-hien-dien-trong-nam-2020-p3728\/","title":{"rendered":"10 xu h\u01b0\u1edbng AI \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd hi\u1ec7n di\u1ec7n trong n\u0103m 2020"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>\u0110i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra v\u1edbi l\u0129nh v\u1ef1c <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a> trong n\u0103m 2020?\u00a0T\u00ecm ki\u1ebfm vi\u1ec7c m\u00f4 h\u00ecnh h\u00f3a \u1edf c\u1ea1nh bi\u00ean, s\u1ef1 quan t\u00e2m m\u1edbi v\u1ec1 v\u1ea5n \u0111\u1ec1 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u v\u00e0 ti\u1ebfp t\u1ee5c c\u00e1c cu\u1ed9c chi\u1ebfn thu h\u00fat t\u00e0i n\u0103ng, \u0111\u00f3 l\u00e0 v\u00e0i trong s\u1ed1 c\u00e1c xu h\u01b0\u1edbng AI ch\u00ednh.<\/p>\n<p>Ch\u1ec9 c\u00f3 s\u1ed1 \u00edt trong s\u1ed1 nh\u1eefng \u0111\u01a1n v\u1ecb \u0111ang tri\u1ec3n khai AI l\u00e0 c\u00f3 k\u1ebft qu\u1ea3 t\u1ed1t.\u00a0Tr\u00ean th\u1ef1c t\u1ebf, 9 trong s\u1ed1 10 c\u00f4ng ty \u0111\u00e3 \u0111\u1ea7u t\u01b0 v\u00e0o AI, nh\u01b0ng \u0111\u1ebfn 70% cho bi\u1ebft h\u1ecd th\u1ea5y c\u00f3 \u00edt t\u00e1c d\u1ee5ng ho\u1eb7c kh\u00f4ng c\u00f3 t\u00e1c \u0111\u1ed9ng kh\u1ea3 quan n\u00e0o t\u1eeb AI cho \u0111\u1ebfn hi\u1ec7n t\u1ea1i, theo\u00a0B\u00e1o c\u00e1o &#8220;2019 MIT SMR-BCG Artificial Intelligence Global Executive Study and Research&#8221;.<\/p>\n<blockquote><p>C\u00e1c CIO s\u1ebd c\u1ea7n x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb c\u1ee7a cu\u1ed9c ch\u01a1i AI v\u00e0 ch\u1ee9ng minh ROI nh\u1eadn \u0111\u01b0\u1ee3c cho vi\u1ec7c kinh doanh.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div><\/blockquote>\n<p>Kara Longo Korte, gi\u00e1m \u0111\u1ed1c qu\u1ea3n l\u00fd s\u1ea3n ph\u1ea9m t\u1ea1i\u00a0TetraVX\u00a0cho bi\u1ebft, ti\u1ebfn \u0111\u1ebfn n\u0103m 2020, c\u00e1c CIO s\u1ebd c\u1ea7n x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb c\u1ee7a cu\u1ed9c ch\u01a1i AI v\u00e0 ch\u1ee9ng minh ROI nh\u1eadn \u0111\u01b0\u1ee3c cho vi\u1ec7c kinh doanh..\u00a0\u0110\u00f3 c\u0169ng l\u00e0 ti\u00eau \u0111\u1ec1 cho\u00a0d\u1ef1 b\u00e1o AI c\u1ee7a\u00a0Forrester: &#8220;Ch\u00fang t\u00f4i tin r\u1eb1ng n\u0103m 2020 s\u1ebd l\u00e0 n\u0103m m\u00e0 c\u00e1c c\u00f4ng ty t\u1eadp trung v\u00e0o gi\u00e1 tr\u1ecb AI, b\u01b0\u1edbc ra kh\u1ecfi tr\u1ea1ng th\u00e1i th\u1eed nghi\u1ec7m v\u00e0 d\u1ef1a v\u00e0o th\u1ef1c t\u1ebf \u0111\u1ec3 \u0111\u1ea9y nhanh vi\u1ec7c \u00e1p d\u1ee5ng&#8221;.<\/p>\n<h2>Xu h\u01b0\u1edbng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) cho n\u0103m 2020<\/h2>\n<p>\u0110\u00e2y c\u00f3 v\u1ebb l\u00e0 m\u1ed9t n\u0103m s\u00f4i \u0111\u1ed9ng ph\u00eda tr\u01b0\u1edbc tr\u00ean m\u1eb7t tr\u1eadn AI, v\u1edbi m\u1ed9t s\u1ed1 xu h\u01b0\u1edbng c\u00f3 li\u00ean quan \u0111ang m\u1edf ra m\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o CNTT n\u00ean theo d\u00f5i:<\/p>\n<h3>1. C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o CNTT s\u1ebd th\u1ef1c s\u1ef1 nh\u1eadn \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 v\u1ec1 vi\u1ec7c \u0111o l\u01b0\u1eddng t\u00e1c \u0111\u1ed9ng c\u1ee7a AI<\/h3>\n<p>\u0110\u00e2y l\u00e0 m\u1ed9t th\u1ed1ng k\u00ea nghi\u00eam t\u00fac: \u00cdt h\u01a1n hai trong s\u1ed1 n\u0103m c\u00f4ng ty b\u00e1o c\u00e1o l\u1ee3i nhu\u1eadn kinh doanh t\u1eeb AI trong ba n\u0103m qua, theo kh\u1ea3o s\u00e1t AI c\u1ee7a MIT.\u00a0\u0110i\u1ec1u \u0111\u00f3 s\u1ebd c\u1ea7n ph\u1ea3i thay \u0111\u1ed5i trong n\u0103m m\u1edbi, do c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea7u t\u01b0 quan tr\u1ecdng \u0111ang ti\u1ebfp t\u1ee5c th\u1ef1c hi\u1ec7n khai th\u00e1c c\u00e1c ti\u1ec1m n\u0103ng c\u1ee7a AI.<\/p>\n<p>M\u1ed9t c\u00e1ch \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y l\u00e0 thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta \u0111o l\u01b0\u1eddng k\u1ebft qu\u1ea3.\u00a0H\u00e3y suy ngh\u0129 v\u1ec1 c\u00e1c b\u00e1o c\u00e1o nh\u01b0 t\u00ednh d\u1ec5 s\u1eed d\u1ee5ng, c\u1ea3i ti\u1ebfn quy tr\u00ecnh v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng. &#8220;CIO c\u0169ng s\u1ebd c\u1ea7n ti\u1ebfp t\u1ee5c \u0111\u1eb7t nhi\u1ec1u ng\u00e2n s\u00e1ch h\u01a1n \u0111\u1ec3 hi\u1ec3u c\u00e1ch AI c\u00f3 th\u1ec3 mang l\u1ea1i l\u1ee3i \u00edch cho c\u00e1c t\u1ed5 ch\u1ee9c c\u1ee7a h\u1ecd v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c gi\u1ea3i ph\u00e1p cung c\u1ea5p ROI th\u1ef1c s\u1ef1, ho\u1eb7c t\u1ee5t l\u1ea1i ph\u00eda sau \u0111\u1ed1i th\u1ee7&#8221;, \u00f4ng Jean-Fran\u00e7ois Gagn\u00e9, CEO v\u00e0 \u0111\u1ed3ng s\u00e1ng l\u1eadp c\u1ee7a nh\u00e0 cung c\u1ea5p ph\u1ea7n m\u1ec1m\u00a0\u00a0Element AI.<\/p>\n<h3>2. V\u1eadn h\u00e0nh s\u1ebd l\u00e0 t\u00ean c\u1ee7a cu\u1ed9c ch\u01a1i<\/h3>\n<p>AI c\u00f3 ti\u1ec1m n\u0103ng tr\u1edf th\u00e0nh h\u1ec7 \u0111i\u1ec1u h\u00e0nh m\u1edbi cho doanh nghi\u1ec7p.\u00a0Trong th\u1eadp k\u1ef7 qua, c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u00e3 ch\u1ecdn ra b\u00ed quy\u1ebft v\u1ec1 AI v\u00e0 b\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng ngh\u1ec7 n\u00e0y, nh\u01b0ng vi\u1ec7c \u0111\u01b0a c\u00e1c m\u00f4 h\u00ecnh v\u00e0o m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t th\u00e0nh c\u00f4ng v\u1eabn l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c, theo \u00f4ng Gagn\u00e9.\u00a0N\u0103m nay s\u1ebd l\u00e0 m\u1ed9t \u0111i\u1ec3m b\u00f9ng ph\u00e1t cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ea7n thi\u1ebft \u0111\u1ec3 h\u1ed7 tr\u1ee3 tri\u1ec3n khai hi\u1ec7u qu\u1ea3, cung c\u1ea5p m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp t\u00edch h\u1ee3p v\u00e0 h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh th\u00edch \u1ee9ng c\u1ee7a AI.<\/p>\n<h3>3. Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u s\u1ebd tr\u1edf n\u00ean th\u00fa v\u1ecb h\u01a1n<\/h3>\n<p>N\u0103m 2020 s\u1ebd l\u00e0 v\u1ec1 vi\u1ec7c \u0111\u01b0a AI v\u00e0o m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh, Pat &#8211; Ryan ph\u00f3 ch\u1ee7 t\u1ecbch \u0111i\u1ec1u h\u00e0nh ki\u1ebfn \u200b\u200btr\u00fac doanh nghi\u1ec7p t\u1ea1i SPR &#8211; nh\u1eadn \u0111\u1ecbnh.\u00a0Nh\u01b0ng \u0111i\u1ec1u \u0111\u00f3 s\u1ebd \u0111\u00f2i h\u1ecfi b\u1ed9 ph\u1eadn CNTT ph\u1ea3i h\u1ee3p t\u00e1c v\u1edbi &#8220;gi\u00e1m \u0111\u1ed1c d\u1eef li\u1ec7u&#8221;.\u00a0V\u1ea5n \u0111\u1ec1 l\u00e0 ph\u1ea3i th\u1ef1c hi\u1ec7n vi\u1ec7c cung c\u1ea5p d\u1eef li\u1ec7u t\u1eeb m\u1ed9t\u00a0danh s\u00e1ch c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ee9c t\u1ea1p v\u00e0 thuy\u1ebft ph\u1ee5c c\u00f9ng l\u00fac nhi\u1ec1u &#8220;data gatekeeper&#8221; kh\u00e1c nhau &#8211; theo Forrester ti\u1ebft l\u1ed9 trong b\u00e1o c\u00e1o d\u1ef1 \u0111o\u00e1n AI n\u0103m 2020 c\u1ee7a h\u1ecd.<\/p>\n<p>AI kh\u00f4ng ph\u1ea3i l\u00e0 ph\u00e9p thu\u1eadt, m\u00e0 n\u00f3 l\u00e0 to\u00e1n h\u1ecdc.\u00a0B\u1ea1n c\u1ea7n m\u1ed9t \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd.<\/p>\n<p>Trong n\u0103m t\u1edbi, s\u1ef1 h\u00e0o nho\u00e1ng c\u1ee7a AI v\u00e0 ML s\u1ebd bi\u1ebfn m\u1ea5t khi c\u00e1c c\u00f4ng ty nh\u1eadn ra \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 ph\u00e9p thu\u1eadt, m\u00e0 l\u00e0 to\u00e1n h\u1ecdc, Ryan n\u00f3i.\u00a0C\u00e1c t\u1ed5 ch\u1ee9c hi\u1ec7n nay c\u0169ng bi\u1ebft s\u1ef1 c\u1ea7n thi\u1ebft c\u1ee7a d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao l\u00e0m n\u1ec1n t\u1ea3ng cho AI \/ ML, v\u00ec v\u1eady \u0111\u1ebfn n\u0103m 2020, ch\u00fang ta s\u1ebd th\u1ea5y \u00fd th\u1ee9c \u0111\u00e1nh gi\u00e1 cao v\u00e0 c\u1ea7n qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, k\u1ef9 s\u01b0 d\u1eef li\u1ec7u v\u00e0 k\u1ef9 s\u01b0 h\u1ecdc m\u00e1y.<\/p>\n<p>M\u1ee5c ti\u00eau: t\u1ea1o ra m\u1ed9t \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u c\u00f3 kh\u1ea3 n\u0103ng gi\u00e1m tuy\u1ec3n li\u00ean t\u1ee5c \u0111\u1ec3 th\u00fac \u0111\u1ea9y c\u00e1c d\u1ef1 \u00e1n AI th\u00e0nh c\u00f4ng h\u01a1n.\u00a0\u0110\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao c\u00e1c c\u00f4ng ty c\u00f3 c\u00e1c nh\u00e2n vi\u00ean d\u1eef li\u1ec7u tr\u01b0\u1edfng (Chief Data Officer &#8211; CDO) c\u00f3 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng AI, ML v\u00e0 \/ ho\u1eb7c h\u1ecdc s\u00e2u h\u01a1n cho c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bhi\u1ec3u bi\u1ebft c\u1ee7a h\u1ecd h\u01a1n 1,5 l\u1ea7n so v\u1edbi nh\u1eefng n\u01a1i kh\u00f4ng c\u00f3 CDO.<\/p>\n<h3>4. AI chuy\u00ean nghi\u1ec7p s\u1ebd t\u1ecfa s\u00e1ng<\/h3>\n<p>\u0110\u1ee9ng \u0111\u1ea7u trong s\u1ed1\u00a015 c\u00f4ng vi\u1ec7c m\u1edbi n\u1ed5i\u00a0h\u00e0ng \u0111\u1ea7u c\u1ee7a LinkedIn t\u1ea1i M\u1ef9 n\u0103m 2020 l\u00e0 chuy\u00ean gia AI. Vi\u1ec7c thu\u00ea c\u00e1c chuy\u00ean gia <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> cho c\u00e1c ch\u1ee9c danh kh\u00e1c nhau (bao g\u1ed3m c\u00e1c k\u1ef9 s\u01b0 AI v\u00e0 ML) \u0111\u00e3 t\u0103ng 74% m\u1ed7i n\u0103m trong b\u1ed1n n\u0103m qua, theo LinkedIn.\u00a0Tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y \u0111\u00e3 tr\u1edf n\u00ean \u0111\u1ed3ng ngh\u0129a v\u1edbi s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 d\u1eef li\u1ec7u c\u1ee7a ch\u00fang t\u00f4i cho th\u1ea5y \u0111\u00f3 kh\u00f4ng ch\u1ec9 l\u00e0 buzz word&#8221;, theo LinkedIn, v\u1edbi c\u00e1c th\u1ecb tr\u01b0\u1eddng \u0111\u1eb7c bi\u1ec7t n\u00f3ng \u1edf Khu v\u1ef1c V\u1ecbnh San Francisco, New York, Boston, Seattle v\u00e0 Los Angeles.<\/p>\n<h3>5. M\u00f4 h\u00ecnh d\u1eef li\u1ec7u s\u1ebd di chuy\u1ec3n \u0111\u1ebfn c\u1ea1nh bi\u00ean<\/h3>\n<p>Mong \u0111\u1ee3i m\u1ed9t s\u1ef1 thay \u0111\u1ed5i t\u1eeb cloud-only sang cloud-edge \u0111\u1ec3 cho h\u1ed7 tr\u1ee3 cho h\u1ecdc m\u00e1y (ML) trong n\u0103m t\u1edbi.\u00a0\u201cC\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u1edbi \u0111\u1ed9 chi ti\u1ebft cao, \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao, d\u1eef th\u00f4 trong \u0111\u00e1m m\u00e2y th\u01b0\u1eddng t\u1ed1n k\u00e9m v\u00e0 kh\u00f4ng th\u1ec3 s\u1eb5n s\u00e0ng trong th\u1eddi gian th\u1ef1c do v\u1ea5n \u0111\u1ec1 m\u1ea1ng v\u00e0 h\u1ec7 sinh th\u00e1i,\u201d Senthil Kumar &#8211; VP. FogHorn Software Engineering &#8211; cho bi\u1ebft.\u00a0\u0110\u1ebfn nay, nhi\u1ec1u t\u1ed5 ch\u1ee9c \u0111\u00e3 gi\u1ea3i quy\u1ebft cho c\u00e1c c\u1ee1 m\u1eabu nh\u1ecf h\u01a1n ho\u1eb7c d\u1eef li\u1ec7u b\u1ecb tr\u00ec ho\u00e3n th\u1eddi gian cho nh\u1eefng n\u1ed7 l\u1ef1c c\u1ee7a h\u1ecd, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p m\u1ed9t b\u1ee9c tranh kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 ho\u1eb7c kh\u00f4ng ch\u00ednh x\u00e1c.<\/p>\n<p>Forrester d\u1ef1 \u0111o\u00e1n r\u1eb1ng th\u1ecb tr\u01b0\u1eddng d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y c\u1ea1nh bi\u00ean (d\u1ecbch v\u1ee5 l\u1eadp tr\u00ecnh c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 d\u1ecbch v\u1ee5 l\u1eadp tr\u00ecnh \u0111\u00e1m m\u00e2y ti\u00ean ti\u1ebfn tr\u00ean c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng m\u00e1y t\u00ednh c\u1ea1nh ph\u00e2n t\u00e1n) s\u1ebd t\u0103ng tr\u01b0\u1edfng \u00edt nh\u1ea5t 50% v\u00e0o n\u0103m 2020. &#8220;B\u1eb1ng c\u00e1ch tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u c\u1ee5c b\u1ed9, x\u00e1c \u0111\u1ecbnh c\u00e1c suy lu\u1eadn h\u1ecdc m\u00e1y tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u th\u00f4 c\u1ed1t l\u00f5i v\u00e0 cung c\u1ea5p c\u00e1c kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n n\u00e2ng cao&#8221;, \u00f4ng Kum Kumar n\u00f3i.\u00a0&#8220;B\u1eb1ng c\u00e1ch ch\u1ea1y c\u00e1c phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh ML \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ec9nh s\u1eeda c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ML trong th\u1eddi gian th\u1ef1c, c\u00e1c t\u1ed5 ch\u1ee9c cho ph\u00e9p ph\u1ea3n h\u1ed3i nhanh h\u01a1n v\u1edbi c\u00e1c s\u1ef1 ki\u1ec7n trong th\u1eddi gian th\u1ef1c v\u00e0 kh\u1ea3 n\u0103ng h\u00e0nh \u0111\u1ed9ng, ph\u1ea3n \u1ee9ng, \u1ee7ng h\u1ed9 c\u00e1c s\u1ef1 ki\u1ec7n quan t\u00e2m t\u1ea1i ngu\u1ed3n&#8221;.<\/p>\n<h3>6. AI s\u1ebd \u0111\u1ebfn v\u1edbi l\u0129nh v\u1ef1c B2B<\/h3>\n<p>S\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a b\u00e1n h\u00e0ng v\u00e0 d\u1ecbch v\u1ee5 B2B s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i nhi\u1ec1u h\u01a1n t\u1eeb AI so v\u1edbi l\u0129nh v\u1ef1c ti\u00eau d\u00f9ng. &#8220;M\u00e1y v\u00e0 h\u1ecdc s\u00e2u gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u00e1c d\u1ecbch v\u1ee5 B2B ph\u1ee9c t\u1ea1p c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh v\u00e0 kh\u1edbp c\u00e1c y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c th\u01b0\u01a1ng m\u1ea1i l\u00fd t\u01b0\u1edfng th\u00f4ng qua quy tr\u00ecnh nh\u1eadn d\u1ea1ng nhu c\u1ea7u tr\u1ef1c quan v\u00e0 hi\u1ec3u bi\u1ebft s\u00e2u r\u1ed9ng v\u1ec1 s\u1ee9c m\u1ea1nh v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a \u0111\u1ed1i t\u00e1c th\u01b0\u01a1ng m\u1ea1i ti\u1ec1m n\u0103ng&#8221;, Keith Machine n\u00f3i .\u00a0Tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng tr\u00ean m\u1ea1ng ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n khi AI tr\u1edf n\u00ean th\u00f4ng tin t\u1ed1t h\u01a1n v\u1ec1 s\u1edf th\u00edch c\u00e1 nh\u00e2n v\u00e0 y\u00eau c\u1ea7u c\u1ee7a c\u00f4ng ty v\u1edbi m\u1ecdi t\u01b0\u01a1ng t\u00e1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c l\u0129nh v\u1ef1c v\u00f4 h\u00ecnh nh\u01b0 v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c v\u00e0 gi\u00e1 tr\u1ecb.<\/p>\n<h3>7. Ng\u01b0\u1eddi v\u00e0 m\u00e1y h\u1ed9i t\u1ee5 trong c\u00e1c trung t\u00e2m li\u00ean l\u1ea1c<\/h3>\n<p>Korte c\u1ee7a TetraVX cho bi\u1ebft, s\u1ef1 th\u00fac \u0111\u1ea9y c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c d\u1ecbch v\u1ee5 nhanh h\u01a1n tr\u00ean m\u1ed9t s\u1ed1 k\u00eanh k\u1ef9 thu\u1eadt s\u1ed1 \u0111ang ph\u00e1t tri\u1ec3n \u0111\u00e3 th\u00e1ch th\u1ee9c c\u00e1c nh\u00f3m trung t\u00e2m li\u00ean l\u1ea1c, khi\u1ebfn c\u00e1c tr\u01b0\u1edfng nh\u00f3m ph\u1ea3i gi\u1ea3i quy\u1ebft trong th\u1eddi gian ch\u1edd \u0111\u1ee3i l\u00e2u, h\u00e0nh tr\u00ecnh kh\u00e1ch h\u00e0ng v\u1ee5ng v\u1ec1 v\u00e0 c\u00e1c \u0111\u1ea1i l\u00fd b\u1ecb \u00e1p \u0111\u1ea3o.\u00a0AI c\u00f3 th\u1ec3 b\u1ed5 sung cho c\u00e1c nh\u00e2n vi\u00ean ch\u0103m s\u00f3c KH, cho ph\u00e9p h\u1ecd cung c\u1ea5p ph\u1ea3n h\u1ed3i k\u1ecbp th\u1eddi ho\u1eb7c \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o t\u1ed1t h\u01a1n tr\u00ean c\u00e1c k\u00eanh.<\/p>\n<p>C\u00e0ng nh\u01b0 v\u1edbi b\u1ea5t k\u1ef3 tri\u1ec3n khai c\u00f4ng ngh\u1ec7 m\u1edbi n\u00e0o, AI trong trung t\u00e2m li\u00ean l\u1ea1c \u0111\u1ec1u \u0111i k\u00e8m v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c ri\u00eang c\u1ee7a n\u00f3, theo \u00f4ng Korte.\u00a0Ph\u1ea7n quan tr\u1ecdng l\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c gi\u1eef cho d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd tr\u1ea3i nghi\u1ec7m con ng\u01b0\u1eddi, \u0111\u1ea3m b\u1ea3o r\u1eb1ng h\u00e0nh tr\u00ecnh c\u1ee7a kh\u00e1ch h\u00e0ng kh\u00f4ng xu\u1ea5t hi\u1ec7n &#8220;qu\u00e1 t\u1ef1 \u0111\u1ed9ng&#8221; t\u1eeb b\u00ean ngo\u00e0i nh\u00ecn v\u00e0o. &#8220;Nh\u01b0ng h\u00e3y c\u1ea9n th\u1eadn: AI \u0111\u00e0m tho\u1ea1i \u0111\u1ed9c l\u1eadp c\u00f3 th\u1ec3 s\u1ebd th\u00e0nh c\u00f4ng trong n\u0103m t\u1edbi.<\/p>\n<p>C\u00e1c c\u00f4ng ty \u0111\u00e3 c\u00f3 k\u1ebft qu\u1ea3 h\u1ed7n h\u1ee3p v\u1edbi c\u00e1c d\u1ef1 \u00e1n d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng chatbot.<\/p>\n<p>Forrester ch\u1ec9 ra r\u1eb1ng c\u00e1c th\u01b0\u01a1ng hi\u1ec7u \u0111\u00e3 ch\u1ea5p nh\u1eadn chatbot \u0111\u1ec3 gi\u1ea3m chi ph\u00ed d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, nh\u01b0ng c\u00e1c d\u1ef1 \u00e1n \u0111\u1ea7y tham v\u1ecdng qu\u00e1 m\u1ee9c kh\u00f4ng th\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ee7a kh\u00e1ch h\u00e0ng ho\u1eb7c tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi c\u1ee7a h\u1ecd.\u00a0B\u1ea5t ch\u1ea5p s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a c\u00e1c b\u1ed9 c\u00f4ng c\u1ee5 &#8211; bao g\u1ed3m vi\u1ec7c m\u1edf r\u1ed9ng c\u00e1c th\u01b0 vi\u1ec7n m\u1ee5c \u0111\u00edch c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng s\u1eb5n v\u00e0 theo chi\u1ec1u d\u1ecdc v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLU) c\u00f4ng su\u1ea5t cao h\u01a1n &#8211; v\u00e0o cu\u1ed1i n\u0103m 2020, AI \u0111\u00e0m tho\u1ea1i v\u1eabn s\u1ebd cung c\u1ea5p \u00edt h\u01a1n 20 ph\u1ea7n tr\u0103m c\u00e1c t\u01b0\u01a1ng t\u00e1c d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng th\u00e0nh c\u00f4ng .<\/p>\n<h3>8. T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f3 th\u1ec3 \u0111i \u0111\u1ebfn qu\u00e1 m\u1ee9c<\/h3>\n<p>Th\u00eam m\u1ed9t t\u1eeb m\u1edbi v\u00e0o v\u1ed1n t\u1eeb v\u1ef1ng c\u1ee7a b\u1ea1n cho n\u0103m 2020: Hyperautomation, ngh\u0129a l\u00e0 \u1ee9ng d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 AI v\u00e0 ML \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh v\u00e0 t\u0103ng c\u01b0\u1eddng con ng\u01b0\u1eddi th\u00f4ng qua m\u1ed9t lo\u1ea1t c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 \u1edf m\u1ee9c \u0111\u1ed9 tinh vi cao h\u01a1n.\u00a0Gartner \u0111\u1eb7t t\u00ean hyperautomation l\u00e0 m\u1ed9t trong\u00a0m\u01b0\u1eddi xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 chi\u1ebfn l\u01b0\u1ee3c h\u00e0ng \u0111\u1ea7u\u00a0c\u1ee7a n\u00f3\u00a0\u00a0v\u00e0o n\u0103m 2020\u00a0.<\/p>\n<p>M\u1ee5c ti\u00eau, theo Gartner, l\u00e0 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean AI nhi\u1ec1u h\u01a1n, v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c t\u1ef1 t\u1ea1o ra m\u1ed9t c\u1eb7p song sinh k\u1ef9 thu\u1eadt s\u1ed1, cho ph\u00e9p h\u1ecd h\u00ecnh dung ra c\u00e1ch c\u00e1c ch\u1ee9c n\u0103ng, quy tr\u00ecnh v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh t\u01b0\u01a1ng t\u00e1c v\u1edbi gi\u00e1 tr\u1ecb.<\/p>\n<h3>9. Ki\u1ebfn tr\u00fac kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t s\u1ebd xu\u1ea5t hi\u1ec7n<\/h3>\n<p>Ng\u00e0y nay, c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 m\u1ea1ng h\u1ed7 tr\u1ee3 AI d\u1ef1a tr\u00ean c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac x\u1eed l\u00fd kh\u00e1c nhau.\u00a0\u0110i\u1ec1u \u0111\u00f3 c\u00f3 th\u1ec3 s\u1ebd thay \u0111\u1ed5i v\u00e0o n\u0103m 2020, theo\u00a054 Xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7\u00a0c\u1ea7n theo d\u00f5i c\u1ee7a ABI Research\u00a0\u00a0.\u00a0C\u00e1c th\u1ebf h\u1ec7 ti\u1ebfp theo v\u00e0 c\u00e1c khung AI v\u00e0 ML s\u1ebd \u0111a d\u1ea1ng v\u1ec1 b\u1ea3n ch\u1ea5t v\u00e0 c\u00f3 th\u1ec3 y\u00eau c\u1ea7u t\u00e0i nguy\u00ean \u0111i\u1ec7n to\u00e1n kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a ch\u00fang. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn B\u1ed9 c\u00f4ng c\u1ee5 (SDK) v\u00e0 Giao di\u1ec7n l\u1eadp tr\u00ecnh \u1ee9ng d\u1ee5ng (API) cho c\u00e1c c\u00f4ng c\u1ee5 c\u1ee7a h\u1ecd.<\/p>\n<h3>10. Sai l\u1ea7m v\u1ec1 AI s\u1ebd di\u1ec5n ra<\/h3>\n<p>Nh\u01b0\u00a0\u00a0Forrester\u00a0\u00a0ch\u1ec9 ra, AI kh\u00f4ng ho\u00e0n h\u1ea3o;\u00a0n\u00f3 c\u00f3 th\u1ec3 duy tr\u00ec s\u1ef1 ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed v\u00e0 thi\u00ean v\u1ecb.\u00a0C\u00f4ng ty ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n m\u1ed9t s\u1ed1 th\u1ea3m h\u1ecda PR cao c\u1ea5p do \u0111\u00f3 c\u00f3 th\u1ec3 g\u00e2y t\u1ed5n h\u1ea1i cho m\u1ed9t s\u1ed1 c\u00f4ng ty, nh\u01b0ng cu\u1ed1i c\u00f9ng s\u1ebd kh\u00f4ng ph\u00e1 h\u1ee7y ni\u1ec1m tin v\u00e0o AI.<\/p>\n<p>AI c\u00f3 th\u1ec3 duy tr\u00ec s\u1ef1 ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed\u00a0v\u00e0 truy\u1ec1n b\u00e1 c\u00e1c t\u00e1c ph\u1ea9m s\u00e2u s\u1eafc, l\u1ea1m d\u1ee5ng nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t v\u00e0 l\u1ea1m d\u1ee5ng c\u00e1 nh\u00e2n h\u00f3a c\u00f3 th\u1ec3 g\u00e2y t\u1ed5n h\u1ea1i, x\u00fac ph\u1ea1m ho\u1eb7c l\u00e0m m\u1ea5t kh\u00e1ch h\u00e0ng v\u00e0 nh\u00e2n vi\u00ean, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch c\u1ee7a For Forester vi\u1ebft.\u00a0Cu\u1ed1i c\u00f9ng, nh\u1eefng b\u01b0\u1edbc \u0111i sai l\u1ea7m n\u00e0y s\u1ebd ph\u1ee5c v\u1ee5 m\u1ed9t m\u1ee5c \u0111\u00edch l\u1edbn h\u01a1n: l\u00e0m n\u1ed5i b\u1eadt t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai AI c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20284\">H\u01b0\u1edbng d\u1eabn l\u1ef1a ch\u1ecdn GPU ph\u00f9 h\u1ee3p cho AI, Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>&#272;i&#7873;u g&igrave; s&#7869; x&#7843;y ra v&#7899;i l&#297;nh v&#7921;c Tr&iacute; tu&#7879; Nh&acirc;n t&#7841;o trong n&#259;m 2020?&nbsp;T&igrave;m ki&#7871;m vi&#7879;c m&ocirc; h&igrave;nh h&oacute;a &#7903; c&#7841;nh bi&ecirc;n, s&#7921; quan t&acirc;m m&#7899;i v&#7873; v&#7845;n &#273;&#7873; qu&#7843;n tr&#7883; d&#7919; li&#7879;u v&agrave; ti&#7871;p t&#7909;c c&aacute;c cu&#7897;c chi&#7871;n thu h&uacute;t t&agrave;i n&#259;ng, &#273;&oacute; l&agrave; v&agrave;i trong s&#7889; c&aacute;c xu h&#432;&#7899;ng AI ch&iacute;nh. Ch&#7881;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":3735,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,12,1335],"class_list":["post-3728","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-deep-learning","tag-ict-trends"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>10 xu h\u01b0\u1edbng AI \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd hi\u1ec7n di\u1ec7n trong n\u0103m 2020 - Blog | TheGioiMayChu<\/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:\/\/thegioimaychu.vn\/blog\/tong-hop\/10-xu-huong-ai-duoc-du-bao-se-hien-dien-trong-nam-2020-p3728\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"10 xu h\u01b0\u1edbng AI \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd hi\u1ec7n di\u1ec7n trong n\u0103m 2020 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"&#272;i&#7873;u g&igrave; s&#7869; x&#7843;y ra v&#7899;i l&#297;nh v&#7921;c Tr&iacute; tu&#7879; Nh&acirc;n t&#7841;o trong n&#259;m 2020?&nbsp;T&igrave;m ki&#7871;m vi&#7879;c m&ocirc; h&igrave;nh h&oacute;a &#7903; c&#7841;nh bi&ecirc;n, s&#7921; quan t&acirc;m m&#7899;i v&#7873; v&#7845;n &#273;&#7873; qu&#7843;n tr&#7883; d&#7919; li&#7879;u v&agrave; ti&#7871;p t&#7909;c c&aacute;c cu&#7897;c chi&#7871;n thu h&uacute;t t&agrave;i n&#259;ng, &#273;&oacute; l&agrave; v&agrave;i trong s&#7889; c&aacute;c xu h&#432;&#7899;ng AI ch&iacute;nh. 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