T\u1eeb kh\u00f3a t\u1ea5t nhi\u00ean l\u00e0 AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o). C\u00e1c h\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng theo ph\u01b0\u01a1ng ph\u00e1p c\u1ee7a \u201ctr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u201d c\u00f3 th\u1ec3 \u201cth\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng nh\u1eadn th\u1ee9c gi\u1ed1ng con ng\u01b0\u1eddi\u201d v\u00e0 do \u0111\u00f3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c quy tr\u00ecnh h\u1ecdc t\u1eadp d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o c\u1ee7a ri\u00eang ch\u00fang.<\/p>\n C\u00e1c y\u1ebfu t\u1ed1 ri\u00eang l\u1ebb c\u1ee7a AI \u0111\u00e3 v\u00e0 \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng theo c\u00e1ch chu\u1ea9n h\u00f3a trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y, v\u00ed d\u1ee5 nh\u01b0 trong h\u1ec7 th\u1ed1ng ki\u1ec3m so\u00e1t giao th\u00f4ng ho\u1eb7c nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i.<\/p>\n Hi\u1ec7n nay, nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p \u2013 bao g\u1ed3m c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u1ed3 u\u1ed1ng v\u00e0 th\u1ef1c ph\u1ea9m d\u1ea1ng l\u1ecfng \u2013 \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi th\u00e1ch th\u1ee9c l\u00e0 \u0111\u00e1nh gi\u00e1 l\u1ee3i \u00edch c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y cho l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng c\u1ee7a ri\u00eang h\u1ecd.<\/p>\n C\u00f3 th\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb gia t\u0103ng t\u1eeb d\u1eef li\u1ec7u trong s\u1ea3n xu\u1ea5t \u0111\u1ed3 u\u1ed1ng v\u00e0 th\u1ef1c ph\u1ea9m d\u1ea1ng l\u1ecfng \u1edf \u0111\u00e2u? M\u1ed9t v\u00e0i v\u00ed d\u1ee5\u2026<\/p>\n AI trong ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m<\/strong><\/p>\n N\u0103m ngo\u00e1i, m\u1ed9t nh\u00f3m c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1eeb KU Leuven B\u1ec9 \u0111\u00e3 tr\u00ecnh b\u00e0y c\u00e1c ph\u01b0\u01a1ng \u00e1n s\u1eed d\u1ee5ng AI \u0111\u1ec3 m\u00f4 t\u1ea3 h\u01b0\u01a1ng v\u1ecb v\u00e0 s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u1ec1 bia.<\/p>\n H\u01a1n 200 t\u00ednh ch\u1ea5t h\u00f3a h\u1ecdc \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho 250 lo\u1ea1i bia l\u00e0m c\u01a1 s\u1edf \u0111\u1ec3 \u0111\u00e0o t\u1ea1o AI.<\/p>\n K\u1ebft qu\u1ea3: hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 m\u1ed1i quan h\u1ec7 gi\u1eefa h\u00f3a h\u1ecdc th\u1ef1c ph\u1ea9m, nh\u1eadn th\u1ee9c c\u1ea3m quan v\u00e0 s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/p>\n Tri\u1ec3n v\u1ecdng: V\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u to\u00e0n di\u1ec7n, c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m t\u1ed1i \u01b0u \u2013 t\u1ee9c l\u00e0 nhanh h\u01a1n v\u00e0 ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/p>\n \u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t n\u01b0\u1edbc gi\u1ea3i kh\u00e1t, vi\u1ec7c ph\u00e2n t\u00edch s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u01b0\u01a1ng nhi\u00ean mang l\u1ea1i ti\u1ec1m n\u0103ng t\u01b0\u01a1ng \u1ee9ng: M\u1ed9t trong nh\u1eefng c\u00f4ng ty qu\u1ed1c t\u1ebf l\u1edbn tr\u00ean th\u1ecb tr\u01b0\u1eddng \u0111\u00e3 th\u1eed nghi\u1ec7m v\u1edbi c\u00e1c hi\u1ec7p h\u1ed9i ng\u01b0\u1eddi ti\u00eau d\u00f9ng b\u1eb1ng ghi ch\u00fa h\u01b0\u01a1ng v\u1ecb v\u00e0 c\u00f4ng c\u1ee5 AI \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh h\u01b0\u01a1ng v\u1ecb c\u1ee7a t\u01b0\u01a1ng lai.<\/p>\n Ch\u1eb3ng h\u1ea1n, trong kho\u1ea3ng m\u1ed9t n\u0103m r\u01b0\u1ee1i, Coca-Cola \u0111\u00e3 th\u1eed nghi\u1ec7m c\u00e1c lo\u1ea1i \u0111\u1ed3 u\u1ed1ng phi\u00ean b\u1ea3n gi\u1edbi h\u1ea1n c\u00f3 h\u01b0\u01a1ng v\u1ecb b\u00ed \u1ea9n \u2014 h\u1ea7u h\u1ebft \u0111\u1ec1u c\u00f3 kh\u00e1i ni\u1ec7m m\u01a1 h\u1ed3, mang t\u00ednh t\u01b0\u01a1ng lai v\u00e0 h\u01b0\u01a1ng v\u1ecb kh\u00f4ng \u0111\u01b0\u1ee3c ti\u1ebft l\u1ed9.<\/p>\n S\u1ea3n ph\u1ea9m m\u1edbi nh\u1ea5t, Coca-Cola Y3000, \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u. \u0110i\u1ec3m kh\u00e1c bi\u1ec7t duy nh\u1ea5t: N\u00f3 \u0111\u01b0\u1ee3c cho l\u00e0 c\u00f3 h\u01b0\u01a1ng v\u1ecb c\u1ee7a t\u01b0\u01a1ng lai. Th\u1eadt ph\u00f9 h\u1ee3p khi g\u00e3 kh\u1ed5ng l\u1ed3 n\u01b0\u1edbc gi\u1ea3i kh\u00e1t n\u00e0y \u0111\u00e3 s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 gi\u00fap x\u00e1c \u0111\u1ecbnh h\u01b0\u01a1ng v\u1ecb v\u00e0 bao b\u00ec.<\/p>\n \u0110i\u1ec1u quan tr\u1ecdng \u0111\u1ed1i v\u1edbi Coca-Cola l\u00e0 gi\u1eef cho kh\u00e1ch h\u00e0ng \u2014 \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng ng\u01b0\u1eddi tr\u1ebb tu\u1ed5i \u2014 h\u00e0o h\u1ee9ng v\u1edbi Coke, s\u1ea3n ph\u1ea9m \u0111\u1eb7c tr\u01b0ng h\u01a1n m\u1ed9t th\u1ebf k\u1ef7 c\u1ee7a h\u00e3ng.<\/p>\n Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, nh\u1eefng ng\u01b0\u1eddi ti\u00eau d\u00f9ng c\u00f3 \u00fd th\u1ee9c v\u1ec1 s\u1ee9c kh\u1ecfe \u0111\u00e3 tr\u00e1nh xa \u0111\u1ed3 u\u1ed1ng c\u00f3 \u0111\u01b0\u1eddng, khi\u1ebfn nh\u1eefng ng\u01b0\u1eddi b\u00e1n soda kh\u00f3 ti\u1ebfp th\u1ecb c\u00e1c th\u01b0\u01a1ng hi\u1ec7u l\u00e2u \u0111\u1eddi c\u1ee7a h\u1ecd h\u01a1n.<\/p>\n Coca-Cola \u0111\u00e3 s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng Creations c\u1ee7a m\u00ecnh, ch\u1ecbu tr\u00e1ch nhi\u1ec7m cho c\u00e1c h\u01b0\u01a1ng v\u1ecb phi\u00ean b\u1ea3n gi\u1edbi h\u1ea1n nh\u01b0 Y3000, \u0111\u1ec3 c\u1ed1 g\u1eafng t\u1ea1o ti\u1ebfng vang cho th\u01b0\u01a1ng hi\u1ec7u v\u1edbi nh\u1eefng ng\u01b0\u1eddi ti\u00eau d\u00f9ng tr\u1ebb tu\u1ed5i.<\/p>\n Gi\u1ed1ng nh\u01b0 t\u1ea5t c\u1ea3 c\u00e1c lo\u1ea1i \u0111\u1ed3 u\u1ed1ng Creations, Coca-Cola Y3000 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 c\u00f3 h\u01b0\u01a1ng v\u1ecb ch\u1ee7 y\u1ebfu gi\u1ed1ng Coke, v\u1edbi m\u1ed9t ch\u00fat g\u00ec \u0111\u00f3 kh\u00e1c. \u0110\u1ec3 t\u1ea1o ra h\u01b0\u01a1ng v\u1ecb \u0111\u1eb7c bi\u1ec7t \u0111\u00f3 v\u00e0 thi\u1ebft k\u1ebf bao b\u00ec, Coca-Cola \u0111\u00e3 chuy\u1ec3n sang AI.<\/p>\n C\u00f4ng ty d\u1ef1a v\u00e0o nh\u1eefng hi\u1ec3u bi\u1ebft th\u00f4ng th\u01b0\u1eddng c\u1ee7a con ng\u01b0\u1eddi b\u1eb1ng c\u00e1ch t\u00ecm ra h\u01b0\u01a1ng v\u1ecb m\u00e0 m\u1ecdi ng\u01b0\u1eddi li\u00ean t\u01b0\u1edfng \u0111\u1ebfn t\u01b0\u01a1ng lai. Sau \u0111\u00f3, c\u00f4ng ty s\u1eed d\u1ee5ng AI \u0111\u1ec3 gi\u00fap t\u00ecm ra c\u00e1c c\u1eb7p h\u01b0\u01a1ng v\u1ecb v\u00e0 h\u1ed3 s\u01a1, m\u1ed9t ng\u01b0\u1eddi ph\u00e1t ng\u00f4n cho bi\u1ebft.<\/p>\n \u0110\u1ed1i v\u1edbi bao b\u00ec s\u1ea3n ph\u1ea9m \u2014 c\u00f3 v\u1ebb nh\u01b0 \u00e1m ch\u1ec9 \u0111\u1ebfn t\u00ednh th\u1ea9m m\u1ef9 c\u1ee7a Y2K v\u1edbi nh\u1eefng bong b\u00f3ng k\u1ef3 qu\u1eb7c, m\u00e0u h\u1ed3ng v\u00e0 xanh lam v\u00e0 logo d\u1ea1ng \u0111i\u1ec3m \u1ea3nh \u2014 Coca-Cola \u0111\u00e3 s\u1eed d\u1ee5ng h\u00ecnh \u1ea3nh do AI t\u1ea1o ra \u0111\u1ec3 t\u1ea1o ra b\u1ea3ng t\u00e2m tr\u1ea1ng \u0111\u1ec3 l\u1ea5y c\u1ea3m h\u1ee9ng.<\/p>\n Lon nh\u00f4m th\u1eadm ch\u00ed c\u00f2n ghi nh\u1eadn c\u00f4ng lao x\u1ee9ng \u0111\u00e1ng, ghi ch\u00fa n\u1ed5i b\u1eadt r\u1eb1ng n\u00f3 \u201c\u0110\u01b0\u1ee3c \u0111\u1ed3ng s\u00e1ng t\u1ea1o v\u1edbi AI\u201d.<\/p>\n C\u00e1c m\u00f4 h\u00ecnh AI ph\u00e2n t\u00edch bao b\u00ec \u0111\u1ed3 u\u1ed1ng<\/strong><\/p>\n H\u1ec7 th\u1ed1ng \u0111\u1ecbnh v\u1ecb cho s\u1ea3n xu\u1ea5t bao b\u00ec l\u00e0 l\u1eddi h\u1ee9a c\u1ee7a d\u1ef1 \u00e1n t\u1eeb ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u1ed5i m\u1edbi\u00a0KIOptiPack<\/strong>\u00a0(ph\u1ea7n m\u1ec1m thi\u1ebft k\u1ebf v\u00e0 s\u1ea3n xu\u1ea5t):<\/strong>\u00a0m\u1ed9t ph\u1ea7n m\u1ec1m ho\u00e0n to\u00e0n m\u1edbi, li\u00ean ng\u00e0nh, t\u00ednh \u0111\u1ebfn c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ch\u1ee9c n\u0103ng, thi\u1ebft k\u1ebf v\u00e0 s\u1ef1 ch\u1ea5p nh\u1eadn c\u1ee7a kh\u00e1ch h\u00e0ng, chi ph\u00ed c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch v\u1edbi m\u00f4i tr\u01b0\u1eddng v\u00e0 \u0111\u00e1nh gi\u00e1 v\u00f2ng \u0111\u1eddi, v\u00e0 k\u1ebft h\u1ee3p ch\u00fang th\u00e0nh m\u1ed9t c\u00e1i nh\u00ecn t\u1ed5ng th\u1ec3 v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc v\u00e0 ph\u01b0\u01a1ng ph\u00e1p d\u1ef1a tr\u00ean AI.<\/p>\n Sau khi t\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7 t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u \u2013 theo m\u00f4 t\u1ea3 d\u1ef1 \u00e1n \u2013 ph\u1ea7n m\u1ec1m s\u1ebd \u0111\u1ec1 xu\u1ea5t thi\u1ebft k\u1ebf bao b\u00ec t\u1ed1t nh\u1ea5t c\u00f3 th\u1ec3 cho m\u1ed9t s\u1ea3n ph\u1ea9m c\u1ee5 th\u1ec3 \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u m\u1ee9c ti\u00eau th\u1ee5 v\u1eadt li\u1ec7u.<\/p>\n C\u1ee5 th\u1ec3 h\u01a1n c\u00f3 th\u1ec3 hi\u1ec3u, m\u1ee5c ti\u00eau c\u1ee7a ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u1ed5i m\u1edbi KIOptiPack l\u00e0 cung c\u1ea5p, x\u00e1c th\u1ef1c v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 \u0111\u01b0a c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 AI v\u00e0o thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m th\u00e0nh c\u00f4ng v\u00e0 s\u1ea3n xu\u1ea5t bao b\u00ec nh\u1ef1a ch\u1ea5t l\u01b0\u1ee3ng cao c\u00f3 h\u00e0m l\u01b0\u1ee3ng t\u00e1i ch\u1ebf cao v\u00e0o kh\u00f4ng gian \u1ee9ng d\u1ee5ng v\u00e0 d\u1eef li\u1ec7u.<\/p>\n Ngo\u00e0i ra, m\u1ed9t n\u1ec1n t\u1ea3ng m\u1ea1ng trung t\u00e2m cho k\u1ef9 thu\u1eadt t\u1ea1o gi\u00e1 tr\u1ecb s\u1ebd \u0111\u01b0\u1ee3c t\u1ea1o ra cho m\u1ee5c \u0111\u00edch n\u00e0y v\u00e0 \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi kh\u00f4ng gian d\u1eef li\u1ec7u v\u00e0 \u1ee9ng d\u1ee5ng AI.<\/p>\n Nh\u00f3m nghi\u00ean c\u1ee9u t\u1ea1i Fraunhofer IVV mang \u0111\u1ebfn chuy\u00ean m\u00f4n li\u00ean ng\u00e0nh t\u1eeb c\u00e1c l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n v\u00e0 s\u1ea3n xu\u1ea5t bao b\u00ec, khoa h\u1ecdc th\u1ef1c ph\u1ea9m, ph\u00e2n t\u00edch c\u1ea3m quan c\u0169ng nh\u01b0 c\u00f4ng ngh\u1ec7 \u0111o l\u01b0\u1eddng, ph\u01b0\u01a1ng ph\u00e1p v\u00e0 thu\u1eadt to\u00e1n AI.<\/p>\n K3I-Cycling<\/strong>\u00a0(ph\u1ea7n m\u1ec1m \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng t\u00e1i ch\u1ebf s\u1ea3n ph\u1ea9m):<\/strong>\u00a0c\u0169ng h\u1eefu \u00edch cho vi\u1ec7c \u0111\u00e1nh gi\u00e1 c\u00e1c s\u1ea3n ph\u1ea9m t\u00e1i ch\u1ebf v\u00e0 h\u00e0m l\u01b0\u1ee3ng c\u00e1c ch\u1ea5t g\u00e2y \u00f4 nhi\u1ec5m ti\u1ec1m \u1ea9n, \u0111i\u1ec1u c\u1ea7n thi\u1ebft cho vi\u1ec7c s\u1eed d\u1ee5ng v\u00f2ng k\u00edn.<\/p>\n Ng\u01b0\u1eddi ta th\u01b0\u1eddng k\u1ef3 v\u1ecdng r\u1eb1ng vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a d\u1ef1a tr\u00ean ph\u00e2n t\u00edch v\u1eadt li\u1ec7u \u0111\u00f3ng g\u00f3i v\u00e0 s\u1eed d\u1ee5ng AI trong thu gom v\u00e0 ph\u00e2n t\u00edch ch\u1ea5t th\u1ea3i s\u1ebd mang l\u1ea1i t\u1ef7 l\u1ec7 t\u00e1i ch\u1ebf th\u1ef1c ph\u1ea9m cao h\u01a1n.<\/p>\n M\u1ed9t nh\u00e0 cung c\u1ea5p l\u1edbn hi\u1ec7n \u0111ang s\u1eed d\u1ee5ng AI trong chu tr\u00ecnh t\u00e1i ch\u1ebf \u0111\u1ec3 ph\u00e2n lo\u1ea1i bao b\u00ec nh\u1ef1a PP h\u1ed7n h\u1ee3p v\u00e0 lo\u1ea1i b\u1ecf bao b\u00ec d\u00f9ng trong th\u1ef1c ph\u1ea9m kh\u1ecfi lu\u1ed3ng t\u00e1i ch\u1ebf v\u1edbi \u0111\u1ed9 tin c\u1eady cao.<\/p>\n H\u1ecdc s\u00e2u l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 cung c\u1ea5p lu\u1ed3ng PP-PCR c\u1ea5p th\u1ef1c ph\u1ea9m (polypropylen t\u00e1i ch\u1ebf sau ti\u00eau d\u00f9ng), sau \u0111\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd v\u1edbi hi\u1ec7u qu\u1ea3 cao trong qu\u00e1 tr\u00ecnh kh\u1eed nhi\u1ec5m. Trong t\u01b0\u01a1ng lai, n\u1eafp rPP c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c chai PET c\u00f3 h\u00e0m l\u01b0\u1ee3ng rPET cao.<\/p>\n B\u1ea3o tr\u00ec d\u1ef1a tr\u00ean t\u00ecnh tr\u1ea1ng<\/strong><\/p>\n H\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn xa h\u01a1n h\u01b0\u1edbng t\u1edbi quy tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i v\u00e0 b\u1ea3o tr\u00ec \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a.<\/p>\n Khi \u0111\u1ecbnh d\u1ea1ng \u0111\u01b0\u1ee3c thay \u0111\u1ed5i th\u1ee7 c\u00f4ng b\u1eb1ng AR, c\u00e1c quy tr\u00ecnh s\u1ebd \u0111\u01b0\u1ee3c tr\u1ef1c quan h\u00f3a v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a AR v\u00e0 do \u0111\u00f3 ng\u01b0\u1eddi v\u1eadn h\u00e0nh s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn m\u1ed9t c\u00e1ch t\u1ed1i \u01b0u.<\/p>\n Trong b\u1ed1i c\u1ea3nh n\u00e0y, c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u1ee7a m\u1ed9t s\u1ed1 nh\u00e0 s\u1ea3n xu\u1ea5t m\u00e1y v\u1ec1 B\u1ea3o tr\u00ec d\u1ef1a tr\u00ean t\u00ecnh tr\u1ea1ng, trong \u0111\u00f3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u theo ng\u1eef c\u1ea3nh v\u1ec1 tu\u1ed5i th\u1ecd c\u00f2n l\u1ea1i c\u1ee7a c\u00e1c b\u1ed9 ph\u1eadn hao m\u00f2n, c\u0169ng ph\u00f9 h\u1ee3p.<\/p>\n Theo c\u00e1ch n\u00e0y, c\u00e1c c\u00f4ng c\u1ee5 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh c\u0169ng c\u00f3 th\u1ec3 cung c\u1ea5p th\u00eam th\u00f4ng tin chi ti\u1ebft v\u1ec1 h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t v\u00e0 cho ph\u00e9p \u0111\u01b0a ra h\u00e0nh \u0111\u1ed9ng c\u00f3 m\u1ee5c ti\u00eau t\u1eeb \u0111\u00f3.<\/p>\n Ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u00ecn th\u1ea5y ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng l\u1edbn \u1edf \u0111\u00e2y v\u00ec n\u00f3 c\u0169ng cho ph\u00e9p ki\u1ec3m so\u00e1t c\u00e1c d\u00e2y chuy\u1ec1n m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn nh\u00e2n s\u1ef1. Quan \u0111i\u1ec3m v\u1ec1 c\u00e1c l\u0129nh v\u1ef1c s\u1ea3n xu\u1ea5t ho\u1ea1t \u0111\u1ed9ng ho\u00e0n to\u00e0n kh\u00f4ng c\u00f3 nh\u00e2n vi\u00ean \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ea1i di\u1ec7n c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n \u0111a qu\u1ed1c gia l\u1edbn n\u00eau ra.<\/p>\n C\u00f4ng c\u1ee5 d\u1ef1 b\u00e1o AI trong h\u1eadu c\u1ea7n \u0111\u1ed3 u\u1ed1ng<\/strong><\/p>\n C\u00e1c c\u01a1 h\u1ed9i trong l\u0129nh v\u1ef1c h\u1eadu c\u1ea7n, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed1i v\u1edbi nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u1ed3 u\u1ed1ng, \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u \u0111\u1ed3 u\u1ed1ng t\u0103ng cao v\u00e0 \u0111i\u1ec1u ch\u1ec9nh k\u1ebf ho\u1ea1ch h\u1eadu c\u1ea7n c\u1ee7a h\u1ecd ch\u1eb7t ch\u1ebd h\u01a1n v\u1edbi y\u00eau c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng, v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 d\u1ef1 b\u00e1o AI v\u00e0 vi\u1ec7c \u0111\u01b0a v\u00e0o d\u1eef li\u1ec7u b\u00ean ngo\u00e0i nh\u01b0 d\u1eef li\u1ec7u th\u1eddi ti\u1ebft ho\u1eb7c th\u00f4ng tin s\u1ef1 ki\u1ec7n l\u00e0 \u0111i\u1ec1u hi\u1ec3n nhi\u00ean.<\/p>\n V\u1edbi t\u01b0 c\u00e1ch l\u00e0 th\u00f4ng tin v\u1ec1 vi\u1ec7c v\u01b0\u1ee3t qu\u00e1 ho\u1eb7c gi\u1ea3m xu\u1ed1ng d\u01b0\u1edbi gi\u00e1 tr\u1ecb ng\u01b0\u1ee1ng ho\u1eb7c l\u00e0 c\u01a1 s\u1edf l\u1eadp k\u1ebf ho\u1ea1ch cho quy tr\u00ecnh l\u1eadp k\u1ebf ho\u1ea1ch \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a, AI gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 v\u1eadt li\u1ec7u trong ph\u00e2n kh\u00fac n\u00e0y.<\/p>\n Gi\u1ea3i ph\u00e1p Data2Value t\u1ea1i drinktec<\/strong><\/p>\n T\u1ea1i drinktec, c\u00e1c \u0111\u01a1n v\u1ecb tri\u1ec3n l\u00e3m tr\u00ecnh b\u00e0y c\u00e1c gi\u1ea3i ph\u00e1p t\u1ea1o ra gi\u00e1 tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n M\u1ed9t v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u1ed3 u\u1ed1ng v\u00e0 th\u1ef1c ph\u1ea9m d\u1ea1ng l\u1ecfng l\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u00edch h\u1ee3p nh\u1eefng kh\u1ea3 n\u0103ng d\u01b0\u1eddng nh\u01b0 v\u00f4 h\u1ea1n c\u1ee7a AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng th\u1ef1c t\u1ebf c\u1ee7a h\u1ecd.<\/p>\n L\u1eddi khuy\u00ean c\u1ee7a c\u00e1c chuy\u00ean gia AI r\u1ea5t r\u00f5 r\u00e0ng: c\u00e1c d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng s\u1ebd c\u00f3 ti\u1ec1m n\u0103ng th\u00e0nh c\u00f4ng.<\/p>\n Cho d\u00f9 l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng \u0111\u01a1n l\u1ebb nh\u01b0 m\u1ed9t d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m hay m\u1ed9t d\u1ef1 \u00e1n \u1ee9ng d\u1ee5ng AI to\u00e0n di\u1ec7n, c\u00e1c ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng \u0111\u1ec1u th\u1ea5y nh\u1eefng c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd.<\/p>\n \u0110\u1ed1i v\u1edbi ng\u00e0nh \u0111\u1ed3 u\u1ed1ng v\u00e0 th\u1ef1c ph\u1ea9m, c\u00e1c ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng cho th\u1ea5y quy m\u00f4 c\u1ee7a th\u1ecb tr\u01b0\u1eddng AI trong ng\u00e0nh th\u1ef1c ph\u1ea9m v\u00e0 \u0111\u1ed3 u\u1ed1ng l\u00e0 9,68 t\u1ef7 \u0111\u00f4 la v\u00e0o n\u0103m 2024, v\u1edbi d\u1ef1 b\u00e1o t\u0103ng tr\u01b0\u1edfng l\u00ean 48,99 t\u1ef7 \u0111\u00f4 la v\u00e0o n\u0103m 2029.<\/p>\n","protected":false},"excerpt":{"rendered":" Ch\u01b0a bao gi\u1edd vi\u1ec7c t\u1ed5ng h\u1ee3p m\u1ed9t l\u01b0\u1ee3ng l\u1edbn th\u00f4ng tin v\u00e0 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh b\u1eb1ng d\u1eef li\u1ec7u l\u1ea1i d\u1ec5 d\u00e0ng h\u01a1n ng\u00e0y nay. N\u1ebfu b\u1ea1n nh\u00ecn v\u00e0o ng\u00e0nh \u0111\u1ed3 u\u1ed1ng v\u00e0 th\u1ef1c ph\u1ea9m d\u1ea1ng l\u1ecfng, b\u1ea1n ch\u1eafc ch\u1eafn c\u00f3 th\u1ec3 ki\u1ec3m tra vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u to\u00e0n di\u1ec7n c\u1ee7a c\u00e1c nh\u00e0 s\u1ea3n […]<\/p>\n","protected":false},"author":4,"featured_media":7948,"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":[4,1,17],"tags":[],"class_list":["post-7947","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-doanh-nghiep-thi-truong","category-do-uong-thuong-hieu","category-tin-noi-bat"],"_links":{"self":[{"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts\/7947","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=7947"}],"version-history":[{"count":2,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts\/7947\/revisions"}],"predecessor-version":[{"id":7951,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/posts\/7947\/revisions\/7951"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=\/wp\/v2\/media\/7948"}],"wp:attachment":[{"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7947"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7947"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/douongvietnam.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7947"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/douongvietnam.net\/wp-content\/uploads\/2025\/04\/Bia-Ai.jpg\")
![\"\"](\"https:\/\/toancanhkinhteso.vn\/wp-content\/uploads\/2025\/04\/toancanhkinhteso-vn-Hl4sz1i5Rj.jpg\")
![\"\"](\"https:\/\/toancanhkinhteso.vn\/wp-content\/uploads\/2025\/04\/toancanhkinhteso-vn-vybs77txJw.jpg\")
<\/p>\n