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S\u1ef0 CHUY\u1ec2N \u0110\u1ed4I T\u1eea KINH NGHI\u1ec6M SANG KHOA H\u1eccC<\/strong><\/p>\n “Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c l\u00ean men ph\u1ee5 thu\u1ed9c r\u1ea5t nhi\u1ec1u v\u00e0o kinh nghi\u1ec7m v\u00e0 tr\u1ef1c gi\u00e1c c\u1ee7a th\u1ee3 l\u00e0nh ngh\u1ec1,” \u00f4ng Tr\u1ea7n S\u01a1n T\u00f9ng, CEO NDBio, gi\u1ea3i th\u00edch. “Gi\u1edd \u0111\u00e2y, v\u1edbi AI v\u00e0 machine learning, ch\u00fang ta c\u00f3 th\u1ec3 bi\u1ebfn nh\u1eefng ‘\u1ea9n s\u1ed1’ th\u00e0nh nh\u1eefng d\u1eef li\u1ec7u c\u1ee5 th\u1ec3, c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 ki\u1ec3m so\u00e1t ch\u00ednh x\u00e1c.”<\/p>\n S\u1ef1 thay \u0111\u1ed5i n\u00e0y kh\u00f4ng ch\u1ec9 mang t\u00ednh c\u00e1ch m\u1ea1ng v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n thay \u0111\u1ed5i c\u0103n b\u1ea3n t\u01b0 duy s\u1ea3n xu\u1ea5t. Thay v\u00ec ch\u1edd \u0111\u1ee3i may m\u1eafn t\u1eeb t\u1ef1 nhi\u00ean, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 ch\u1ee7 \u0111\u1ed9ng t\u1ea1o ra nh\u1eefng \u0111i\u1ec1u ki\u1ec7n t\u1ed1i \u01b0u cho t\u1eebng giai \u0111o\u1ea1n c\u1ee7a qu\u00e1 tr\u00ecnh l\u00ean men.<\/p>\n TS. B\u00f9i H\u1ed3ng Qu\u00e2n, chuy\u00ean gia \u0111\u00e1nh gi\u00e1 tr\u01b0\u1edfng ISO 22000, nh\u1ea5n m\u1ea1nh t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7: “Hi\u1ec7n nay ng\u00e0nh c\u00f4ng ngh\u1ec7 sinh h\u1ecdc th\u1ef1c ph\u1ea9m r\u1ea5t c\u1ea7n c\u00e1c minh ch\u1ee9ng khoa h\u1ecdc \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n th\u1ef1c ph\u1ea9m, ch\u1ee9ng minh c\u00f4ng d\u1ee5ng. C\u00f4ng ngh\u1ec7 AI gi\u00fap ch\u00fang ta c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng b\u1eb1ng ch\u1ee9ng kh\u00e1ch quan, ch\u00ednh x\u00e1c m\u1ed9t c\u00e1ch ch\u01b0a t\u1eebng c\u00f3.”<\/p>\n C\u00d4NG NGH\u1ec6 DIGITAL TWIN – CU\u1ed8C C\u00c1CH M\u1ea0NG TRONG M\u00d4 PH\u1eceNG<\/strong><\/p>\n \u00a0M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng ti\u00ean ti\u1ebfn nh\u1ea5t c\u1ee7a AI trong ng\u00e0nh l\u00ean men l\u00e0 c\u00f4ng ngh\u1ec7 Digital Twin. \u0110\u00e2y l\u00e0 vi\u1ec7c t\u1ea1o ra “ng\u01b0\u1eddi anh em sinh \u0111\u00f4i s\u1ed1” c\u1ee7a m\u1ed7i h\u1ec7 th\u1ed1ng l\u00ean men, cho ph\u00e9p c\u00e1c nh\u00e0 khoa h\u1ecdc m\u00f4 ph\u1ecfng h\u00e0ng ngh\u00ecn k\u1ecbch b\u1ea3n kh\u00e1c nhau tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c t\u1ebf.<\/p>\n C\u00f4ng ngh\u1ec7 n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed nghi\u00ean c\u1ee9u m\u00e0 c\u00f2n m\u1edf ra kh\u1ea3 n\u0103ng kh\u00e1m ph\u00e1 nh\u1eefng \u0111i\u1ec1u m\u00e0 con ng\u01b0\u1eddi ch\u01b0a bao gi\u1edd ngh\u0129 t\u1edbi. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 th\u1eed nghi\u1ec7m v\u1edbi h\u00e0ng tr\u0103m bi\u1ebfn s\u1ed1 c\u00f9ng l\u00fac, \u0111i\u1ec1u m\u00e0 ho\u00e0n to\u00e0n kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c trong ph\u00f2ng th\u00ed nghi\u1ec7m truy\u1ec1n th\u1ed1ng.<\/p>\n H\u1ec6 SINH TH\u00c1I L\u00caN MEN TH\u00d4NG MINH<\/strong><\/p>\n H\u1ec7 sinh th\u00e1i l\u00ean men th\u00f4ng minh hi\u1ec7n \u0111\u1ea1i l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o gi\u1eefa nhi\u1ec1u c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn. C\u00e1c c\u1ea3m bi\u1ebfn IoT thu th\u1eadp d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c, h\u1ec7 th\u1ed1ng \u0111i\u1ec7n to\u00e1n bi\u00ean x\u1eed l\u00fd d\u1eef li\u1ec7u ngay t\u1ea1i ch\u1ed7, n\u1ec1n t\u1ea3ng l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn, v\u00e0 c\u00e1c thu\u1eadt to\u00e1n AI\/ML \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh.<\/p>\n \u0110i\u1ec1u \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n li\u00ean t\u1ee5c. M\u1ed7i l\u00f4 s\u1ea3n xu\u1ea5t \u0111\u1ec1u cung c\u1ea5p th\u00eam d\u1eef li\u1ec7u \u0111\u1ec3 AI h\u1ecdc h\u1ecfi, gi\u00fap h\u1ec7 th\u1ed1ng ng\u00e0y c\u00e0ng ch\u00ednh x\u00e1c h\u01a1n trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh.<\/p>\n VAI TR\u00d2 QUAN TR\u1eccNG C\u1ee6A D\u1eee LI\u1ec6U<\/strong><\/p>\n “Ng\u00e0nh c\u00f4ng ngh\u1ec7 sinh h\u1ecdc th\u1ef1c ph\u1ea9m c\u1ea7n nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n l\u00e0m minh ch\u1ee9ng cho c\u00e1c c\u00f4ng d\u1ee5ng t\u1ef1 tuy\u00ean b\u1ed1, tr\u00e1nh tr\u01b0\u1eddng h\u1ee3p tuy\u00ean b\u1ed1 mi\u1ec7ng kh\u00f4ng c\u00f3 b\u1eb1ng ch\u1ee9ng kh\u00e1ch quan,” TS. B\u00f9i H\u1ed3ng Qu\u00e2n nh\u1ea5n m\u1ea1nh. “AI kh\u00f4ng ch\u1ec9 gi\u00fap ch\u00fang ta thu th\u1eadp d\u1eef li\u1ec7u m\u00e0 c\u00f2n hi\u1ec3u \u0111\u01b0\u1ee3c \u00fd ngh\u0129a s\u00e2u xa c\u1ee7a d\u1eef li\u1ec7u \u0111\u00f3.”<\/p>\n Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn c\u1ee7a AI \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch trong vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c m\u1eabu h\u00ecnh (pattern) ph\u1ee9c t\u1ea1p m\u00e0 con ng\u01b0\u1eddi kh\u00f3 c\u00f3 th\u1ec3 nh\u1eadn ra. T\u1eeb \u0111\u00f3, AI c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m cu\u1ed1i, th\u1eddi gian k\u1ebft th\u00fac l\u00ean men, v\u00e0 th\u1eadm ch\u00ed c\u1ea3 nguy c\u01a1 nhi\u1ec5m khu\u1ea9n tr\u01b0\u1edbc khi ch\u00fang th\u1ef1c s\u1ef1 x\u1ea3y ra.<\/p>\n KH\u1ea2 N\u0102NG D\u1ef0 \u0110O\u00c1N V\u00c0 C\u1ea2NH B\u00c1O S\u1edaM<\/strong><\/p>\n M\u1ed9t trong nh\u1eefng \u01b0u \u0111i\u1ec3m l\u1edbn nh\u1ea5t c\u1ee7a AI trong l\u00ean men l\u00e0 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n v\u00e0 c\u1ea3nh b\u00e1o s\u1edbm. Thay v\u00ec ch\u1edd \u0111\u1ebfn khi v\u1ea5n \u0111\u1ec1 x\u1ea3y ra, h\u1ec7 th\u1ed1ng th\u00f4ng minh c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng t\u1eeb r\u1ea5t s\u1edbm v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o cho nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt.<\/p>\n \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong ng\u00e0nh th\u1ef1c ph\u1ea9m, n\u01a1i m\u00e0 m\u1ed9t l\u1ed7i nh\u1ecf c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn thi\u1ec7t h\u1ea1i l\u1edbn v\u1ec1 kinh t\u1ebf v\u00e0 uy t\u00edn. Kh\u1ea3 n\u0103ng can thi\u1ec7p s\u1edbm kh\u00f4ng ch\u1ec9 gi\u00fap ng\u0103n ch\u1eb7n s\u1ea3n ph\u1ea9m l\u1ed7i m\u00e0 c\u00f2n t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n H\u1eccC H\u1eceI T\u1eea CHUY\u00caN GIA<\/strong><\/p>\n M\u1ed9t \u1ee9ng d\u1ee5ng \u0111\u1eb7c bi\u1ec7t th\u00fa v\u1ecb c\u1ee7a h\u1ecdc m\u00e1y l\u00e0 vi\u1ec7c “h\u1ecdc h\u1ecfi” t\u1eeb nh\u1eefng th\u1ee3 l\u00e0nh ngh\u1ec1. B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch h\u00e0ng ngh\u00ecn quy\u1ebft \u0111\u1ecbnh c\u1ee7a c\u00e1c chuy\u00ean gia trong qu\u00e1 tr\u00ecnh l\u00ean men, AI c\u00f3 th\u1ec3 h\u1ecdc \u0111\u01b0\u1ee3c nh\u1eefng “b\u00ed quy\u1ebft” m\u00e0 con ng\u01b0\u1eddi th\u01b0\u1eddng kh\u00f3 di\u1ec5n \u0111\u1ea1t th\u00e0nh l\u1eddi.<\/p>\n \u0110i\u1ec1u n\u00e0y kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 AI s\u1ebd thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi, m\u00e0 l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o gi\u1eefa tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 kinh nghi\u1ec7m con ng\u01b0\u1eddi. AI cung c\u1ea5p d\u1eef li\u1ec7u ch\u00ednh x\u00e1c v\u00e0 khuy\u1ebfn ngh\u1ecb khoa h\u1ecdc, trong khi con ng\u01b0\u1eddi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng d\u1ef1a tr\u00ean hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 s\u1ea3n ph\u1ea9m v\u00e0 th\u1ecb tr\u01b0\u1eddng.<\/p>\n T\u1ea6M NH\u00ccN T\u01af\u01a0NG LAI<\/strong><\/p>\n “Ch\u00fang t\u00f4i lu\u00f4n d\u1ea1y sinh vi\u00ean r\u1eb1ng, ngo\u00e0i x\u00e3 h\u1ed9i kh\u00f4ng thi\u1ebfu vi\u1ec7c l\u00e0m, ch\u1ec9 thi\u1ebfu ng\u01b0\u1eddi bi\u1ebft l\u00e0m vi\u1ec7c,” TS. B\u00f9i H\u1ed3ng Qu\u00e2n chia s\u1ebb. “Trong k\u1ef7 nguy\u00ean AI, ‘bi\u1ebft l\u00e0m vi\u1ec7c’ c\u00f3 ngh\u0129a l\u00e0 bi\u1ebft c\u00e1ch k\u1ebft h\u1ee3p tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi v\u1edbi s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y m\u00f3c.”<\/p>\n T\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh l\u00ean men s\u1ebd l\u00e0 s\u1ef1 h\u00f2a quy\u1ec7n gi\u1eefa truy\u1ec1n th\u1ed1ng v\u00e0 hi\u1ec7n \u0111\u1ea1i, n\u01a1i m\u00e0 nh\u1eefng b\u00ed quy\u1ebft gia truy\u1ec1n \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u1ea1o ra nh\u1eefng s\u1ea3n ph\u1ea9m v\u1eeba gi\u1eef \u0111\u01b0\u1ee3c b\u1ea3n s\u1eafc v\u0103n h\u00f3a v\u1eeba \u0111\u00e1p \u1ee9ng ti\u00eau chu\u1ea9n khoa h\u1ecdc nghi\u00eam ng\u1eb7t.<\/p>\n Cu\u1ed9c c\u00e1ch m\u1ea1ng AI trong ng\u00e0nh l\u00ean men kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ec1 c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n l\u00e0 v\u1ec1 vi\u1ec7c t\u00e1i \u0111\u1ecbnh ngh\u0129a con \u0111\u01b0\u1eddng ph\u00e1t tri\u1ec3n c\u1ee7a m\u1ed9t ng\u00e0nh truy\u1ec1n th\u1ed1ng. T\u1eeb nh\u1eefng b\u00ecnh l\u00ean men th\u00f4 s\u01a1 c\u1ee7a t\u1ed5 ti\u00ean, ch\u00fang ta \u0111ang ti\u1ebfn \u0111\u1ebfn k\u1ef7 nguy\u00ean c\u1ee7a “L\u00ean men th\u00f4ng minh” – n\u01a1i m\u00e0 qu\u00e1 kh\u1ee9 v\u00e0 t\u01b0\u01a1ng lai h\u00f2a quy\u1ec7n \u0111\u1ec3 t\u1ea1o n\u00ean nh\u1eefng gi\u00e1 tr\u1ecb m\u1edbi.<\/p>\n","protected":false},"excerpt":{"rendered":" Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111ang t\u1ea1o n\u00ean nh\u1eefng b\u01b0\u1edbc ngo\u1eb7t l\u1ecbch s\u1eed trong m\u1ecdi l\u0129nh v\u1ef1c, v\u00e0 ng\u00e0nh l\u00ean men – m\u1ed9t trong nh\u1eefng ng\u00e0nh s\u1ea3n xu\u1ea5t l\u00e2u \u0111\u1eddi nh\u1ea5t c\u1ee7a nh\u00e2n lo\u1ea1i – c\u0169ng kh\u00f4ng ngo\u1ea1i l\u1ec7. T\u1eeb nh\u1eefng quy tr\u00ecnh “c\u1ea3m t\u00ednh” d\u1ef1a tr\u00ean kinh nghi\u1ec7m h\u00e0ng ngh\u00ecn n\u0103m, ng\u00e0nh n\u00e0y […]<\/p>\n","protected":false},"author":4,"featured_media":8114,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_override_counter":[],"footnotes":""},"categories":[1],"tags":[],"class_list":["post-8113","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-do-uong-thuong-hieu"],"_links":{"self":[{"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts\/8113","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8113"}],"version-history":[{"count":3,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts\/8113\/revisions"}],"predecessor-version":[{"id":8119,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts\/8113\/revisions\/8119"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/media\/8114"}],"wp:attachment":[{"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8113"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8113"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8113"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/douongvietnam.net\/wp-content\/uploads\/2025\/10\/z7042661604864_b4ef93101ddcf26256843fb962e4518f.jpg\")