{"id":35554,"date":"2026-07-30T09:42:23","date_gmt":"2026-07-30T02:42:23","guid":{"rendered":"https:\/\/edutrade.vn\/?p=35554"},"modified":"2026-07-30T09:42:23","modified_gmt":"2026-07-30T02:42:23","slug":"trung-dong-ai-giup-khai-khoang-huong-loi","status":"publish","type":"post","link":"https:\/\/edutrade.vn\/en\/trung-dong-ai-giup-khai-khoang-huong-loi\/","title":{"rendered":"Trung \u0110\u00f4ng v\u00e0 AI gi\u00fap khai kho\u00e1ng h\u01b0\u1edfng l\u1ee3i"},"content":{"rendered":"

Di\u1ec5n bi\u1ebfn \u0111\u1ecba ch\u00ednh tr\u1ecb t\u1ea1i Trung \u0110\u00f4ng ti\u1ebfp t\u1ee5c l\u00e0 bi\u1ebfn s\u1ed1 l\u1edbn \u0111\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a to\u00e0n c\u1ea7u, trong khi l\u00e0n s\u00f3ng \u0111\u1ea7u t\u01b0 v\u00e0o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang t\u1ea1o th\u00eam m\u1ed9t l\u1edbp nhu c\u1ea7u m\u1edbi \u0111\u1ed1i v\u1edbi nhi\u1ec1u kim lo\u1ea1i v\u00e0 kho\u00e1ng s\u1ea3n c\u00f4ng nghi\u1ec7p. Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, nh\u00f3m doanh nghi\u1ec7p khai kho\u00e1ng l\u1edbn \u0111ang h\u01b0\u1edfng l\u1ee3i t\u1eeb c\u1ea3 hai ph\u00eda: r\u1ee7i ro ngu\u1ed3n cung gia t\u0103ng \u1edf m\u1ed9t s\u1ed1 khu v\u1ef1c nh\u1ea1y c\u1ea3m v\u00e0 nhu c\u1ea7u d\u00e0i h\u1ea1n \u0111\u01b0\u1ee3c c\u1ee7ng c\u1ed1 b\u1edfi h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7.<\/p>\n

Th\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a v\u1ed1n nh\u1ea1y c\u1ea3m v\u1edbi c\u00e1c c\u00fa s\u1ed1c \u0111\u1ecba ch\u00ednh tr\u1ecb, \u0111\u1eb7c bi\u1ec7t khi c\u0103ng th\u1eb3ng t\u1ea1i Trung \u0110\u00f4ng c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn v\u1eadn t\u1ea3i bi\u1ec3n, chi ph\u00ed b\u1ea3o hi\u1ec3m, chu\u1ed7i cung \u1ee9ng v\u00e0 t\u00e2m l\u00fd ph\u00f2ng th\u1ee7 c\u1ee7a nh\u00e0 \u0111\u1ea7u t\u01b0. C\u00f9ng l\u00fac, xu h\u01b0\u1edbng AI l\u00e0m gia t\u0103ng nhu c\u1ea7u \u0111\u1ed1i v\u1edbi c\u00e1c kim lo\u1ea1i ph\u1ee5c v\u1ee5 trung t\u00e2m d\u1eef li\u1ec7u, l\u01b0\u1edbi \u0111i\u1ec7n, thi\u1ebft b\u1ecb b\u00e1n d\u1eabn v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef n\u0103ng l\u01b0\u1ee3ng. \u0110i\u1ec1u n\u00e0y khi\u1ebfn c\u00e1c t\u1eadp \u0111o\u00e0n khai kho\u00e1ng c\u00f3 danh m\u1ee5c s\u1ea3n ph\u1ea9m \u0111a d\u1ea1ng tr\u1edf th\u00e0nh nh\u00f3m \u0111\u01b0\u1ee3c theo d\u00f5i nhi\u1ec1u h\u01a1n.<\/p>\n

Trung \u0110\u00f4ng v\u00e0 AI \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i b\u1ee9c tranh h\u00e0ng h\u00f3a<\/h2>\n

\"Illustration<\/p>\n

Bi\u1ebfn \u0111\u1ed9ng Trung \u0110\u00f4ng th\u01b0\u1eddng k\u00e9o theo ph\u1ea3n \u1ee9ng t\u1ee9c th\u1eddi tr\u00ean nhi\u1ec1u th\u1ecb tr\u01b0\u1eddng nguy\u00ean li\u1ec7u, kh\u00f4ng ch\u1ec9 \u1edf nh\u00f3m n\u0103ng l\u01b0\u1ee3ng m\u00e0 c\u00f2n lan sang kim lo\u1ea1i v\u00e0 c\u00e1c h\u00e0ng h\u00f3a c\u00f4ng nghi\u1ec7p kh\u00e1c. Nguy\u00ean nh\u00e2n l\u00e0 c\u00e1c tuy\u1ebfn v\u1eadn t\u1ea3i chi\u1ebfn l\u01b0\u1ee3c c\u00f3 th\u1ec3 b\u1ecb gi\u00e1n \u0111o\u1ea1n, l\u00e0m t\u0103ng chi ph\u00ed logistics v\u00e0 khi\u1ebfn doanh nghi\u1ec7p ph\u1ea3i t\u00ednh l\u1ea1i k\u1ebf ho\u1ea1ch giao h\u00e0ng, d\u1ef1 tr\u1eef v\u00e0 mua v\u00e0o nguy\u00ean li\u1ec7u.<\/p>\n

Trong khi \u0111\u00f3, l\u00e0n s\u00f3ng AI \u0111ang h\u1ed7 tr\u1ee3 k\u1ef3 v\u1ecdng t\u0103ng tr\u01b0\u1edfng nhu c\u1ea7u \u0111\u1ed1i v\u1edbi m\u1ed9t s\u1ed1 kim lo\u1ea1i ch\u1ee7 ch\u1ed1t. Vi\u1ec7c m\u1edf r\u1ed9ng trung t\u00e2m d\u1eef li\u1ec7u, n\u00e2ng c\u1ea5p h\u1ea1 t\u1ea7ng \u0111i\u1ec7n v\u00e0 ph\u00e1t tri\u1ec3n thi\u1ebft b\u1ecb t\u00ednh to\u00e1n \u0111\u00f2i h\u1ecfi l\u01b0\u1ee3ng l\u1edbn nguy\u00ean li\u1ec7u \u0111\u1ea7u v\u00e0o, t\u1eeb \u0111\u1ed3ng, nh\u00f4m cho t\u1edbi c\u00e1c kim lo\u1ea1i kh\u00e1c ph\u1ee5c v\u1ee5 d\u00e2y d\u1eabn, l\u00e0m m\u00e1t v\u00e0 l\u01b0u tr\u1eef \u0111i\u1ec7n. \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 mang t\u00ednh c\u1ea5u tr\u00fac, c\u00f3 th\u1ec3 gi\u00fap th\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a duy tr\u00ec n\u1ec1n gi\u00e1 t\u1ed1t h\u01a1n trong trung v\u00e0 d\u00e0i h\u1ea1n n\u1ebfu nhu c\u1ea7u th\u1ef1c t\u1ebf ti\u1ebfp t\u1ee5c t\u0103ng.<\/p>\n

T\u1ea1i sao c\u00e1c \u00f4ng l\u1edbn khai kho\u00e1ng \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i?<\/h3>\n

C\u00e1c t\u1eadp \u0111o\u00e0n khai kho\u00e1ng quy m\u00f4 l\u1edbn th\u01b0\u1eddng c\u00f3 l\u1ee3i th\u1ebf \u1edf ba \u0111i\u1ec3m. Th\u1ee9 nh\u1ea5t, h\u1ecd s\u1edf h\u1eefu danh m\u1ee5c s\u1ea3n ph\u1ea9m r\u1ed9ng, n\u00ean c\u00f3 kh\u1ea3 n\u0103ng c\u00e2n b\u1eb1ng gi\u1eefa c\u00e1c m\u1ea3ng h\u00e0ng h\u00f3a kh\u00e1c nhau khi m\u1ed9t nh\u00f3m ch\u1ecbu \u00e1p l\u1ef1c c\u00f2n nh\u00f3m kh\u00e1c t\u0103ng gi\u00e1. Th\u1ee9 hai, h\u1ecd th\u01b0\u1eddng c\u00f3 m\u1ea1ng l\u01b0\u1edbi khai th\u00e1c, v\u1eadn chuy\u1ec3n v\u00e0 h\u1ee3p \u0111\u1ed3ng ti\u00eau th\u1ee5 d\u00e0i h\u1ea1n, gi\u00fap gi\u1ea3m b\u1edbt t\u00e1c \u0111\u1ed9ng t\u1eeb bi\u1ebfn \u0111\u1ed9ng ng\u1eafn h\u1ea1n. Th\u1ee9 ba, khi t\u00e2m l\u00fd th\u1ecb tr\u01b0\u1eddng chuy\u1ec3n sang t\u00ecm ki\u1ebfm t\u00e0i s\u1ea3n g\u1eafn v\u1edbi chu k\u1ef3 h\u00e0ng h\u00f3a, c\u00e1c c\u1ed5 phi\u1ebfu khai kho\u00e1ng l\u1edbn th\u01b0\u1eddng thu h\u00fat d\u00f2ng ti\u1ec1n nh\u1edd t\u00ednh \u0111\u1ea1i di\u1ec7n cho xu h\u01b0\u1edbng nhu c\u1ea7u to\u00e0n c\u1ea7u.<\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, n\u1ebfu AI ti\u1ebfp t\u1ee5c th\u00fac \u0111\u1ea9y \u0111\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng s\u1ed1, nhu c\u1ea7u \u0111\u1ed1i v\u1edbi kim lo\u1ea1i c\u00f4ng nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ee7ng c\u1ed1 th\u00eam. \u0110i\u1ec1u n\u00e0y kh\u00f4ng \u0111\u1ed3ng ngh\u0129a gi\u00e1 s\u1ebd t\u0103ng m\u1ed9t chi\u1ec1u, nh\u01b0ng t\u1ea1o ra n\u1ec1n t\u1ea3ng h\u1ed7 tr\u1ee3 cho c\u00e1c doanh nghi\u1ec7p \u0111ang n\u1eafm gi\u1eef t\u00e0i nguy\u00ean \u0111\u1ea7u v\u00e0o quan tr\u1ecdng.<\/p>\n

Nh\u1eefng nh\u00f3m h\u00e0ng h\u00f3a n\u00e0o \u0111ang \u0111\u01b0\u1ee3c ch\u00fa \u00fd?<\/h2>\n

\"Additional<\/p>\n

T\u00e1c \u0111\u1ed9ng t\u1eeb bi\u1ebfn \u0111\u1ed9ng Trung \u0110\u00f4ng v\u00e0 AI kh\u00f4ng ph\u00e2n b\u1ed5 \u0111\u1ed3ng \u0111\u1ec1u gi\u1eefa c\u00e1c m\u1eb7t h\u00e0ng. M\u1ee9c \u0111\u1ed9 nh\u1ea1y c\u1ea3m kh\u00e1c nhau t\u00f9y theo \u0111\u1eb7c \u0111i\u1ec3m cung \u1ee9ng, t\u1ed3n kho v\u00e0 vai tr\u00f2 c\u1ee7a t\u1eebng lo\u1ea1i h\u00e0ng h\u00f3a trong chu\u1ed7i s\u1ea3n xu\u1ea5t.<\/p>\n

Kim lo\u1ea1i c\u00f4ng nghi\u1ec7p \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb nhu c\u1ea7u h\u1ea1 t\u1ea7ng s\u1ed1<\/h3>\n

Trong nh\u00f3m kim lo\u1ea1i, \u0111\u1ed3ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c xem l\u00e0 m\u1eb7t h\u00e0ng c\u00f3 li\u00ean h\u1ec7 r\u00f5 v\u1edbi c\u00e2u chuy\u1ec7n \u0111i\u1ec7n kh\u00ed h\u00f3a v\u00e0 h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7. Khi trung t\u00e2m d\u1eef li\u1ec7u m\u1edf r\u1ed9ng, nhu c\u1ea7u d\u00e2y d\u1eabn, thi\u1ebft b\u1ecb \u0111i\u1ec7n v\u00e0 h\u1ec7 th\u1ed1ng truy\u1ec1n t\u1ea3i c\u00f3 xu h\u01b0\u1edbng t\u0103ng. Nh\u00f4m c\u0169ng \u0111\u01b0\u1ee3c ch\u00fa \u00fd nh\u1edd vai tr\u00f2 trong x\u00e2y d\u1ef1ng, v\u1eadn t\u1ea3i v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng nghi\u1ec7p li\u00ean quan \u0111\u1ebfn c\u00f4ng ngh\u1ec7. M\u1ed9t s\u1ed1 kim lo\u1ea1i kh\u00e1c trong chu\u1ed7i s\u1ea3n xu\u1ea5t c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i gi\u00e1n ti\u1ebfp n\u1ebfu c\u00e1c d\u1ef1 \u00e1n AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u1ebfp t\u1ee5c m\u1edf r\u1ed9ng.<\/p>\n

Tuy v\u1eady, ph\u1ea3n \u1ee9ng gi\u00e1 c\u1ee7a t\u1eebng m\u1eb7t h\u00e0ng v\u1eabn ph\u1ee5 thu\u1ed9c v\u00e0o d\u1eef li\u1ec7u cung c\u1ea7u c\u1ee5 th\u1ec3, t\u1ed3n kho t\u1ea1i c\u00e1c s\u00e0n giao d\u1ecbch v\u00e0 t\u1ed1c \u0111\u1ed9 ti\u00eau th\u1ee5 th\u1ef1c t\u1ebf t\u1eeb c\u00e1c ng\u00e0nh s\u1eed d\u1ee5ng cu\u1ed1i c\u00f9ng. Nh\u00e0 \u0111\u1ea7u t\u01b0 c\u1ea7n theo d\u00f5i c\u00e1c t\u00edn hi\u1ec7u n\u00e0y thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o c\u00e2u chuy\u1ec7n v\u0129 m\u00f4.<\/p>\n

T\u00e1c \u0111\u1ed9ng t\u1eeb r\u1ee7i ro \u0111\u1ecba ch\u00ednh tr\u1ecb lan sang chu\u1ed7i cung \u1ee9ng<\/h3>\n

C\u0103ng th\u1eb3ng \u1edf Trung \u0110\u00f4ng c\u00f3 th\u1ec3 khi\u1ebfn ph\u00ed v\u1eadn chuy\u1ec3n, th\u1eddi gian giao h\u00e0ng v\u00e0 m\u1ee9c \u0111\u1ed9 th\u1eadn tr\u1ecdng c\u1ee7a doanh nghi\u1ec7p t\u0103ng l\u00ean. Khi chi ph\u00ed \u0111\u1ea7u v\u00e0o cao h\u01a1n, c\u00e1c nh\u00e0 mua h\u00e0ng c\u00f3 th\u1ec3 \u0111\u1ea9y m\u1ea1nh d\u1ef1 tr\u1eef ng\u1eafn h\u1ea1n, t\u1ea1o ra bi\u1ebfn \u0111\u1ed9ng trong nhu c\u1ea7u giao ngay. Trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, \u0111i\u1ec1u n\u00e0y h\u1ed7 tr\u1ee3 gi\u00e1 h\u00e0ng h\u00f3a trong ng\u1eafn h\u1ea1n d\u00f9 tri\u1ec3n v\u1ecdng ti\u00eau th\u1ee5 cu\u1ed1i c\u00f9ng ch\u01b0a thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3.<\/p>\n

M\u1eb7t kh\u00e1c, t\u00e2m l\u00fd ph\u00f2ng th\u1ee7 tr\u00ean th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh c\u0169ng th\u01b0\u1eddng khi\u1ebfn d\u00f2ng ti\u1ec1n t\u00ecm \u0111\u1ebfn c\u00e1c doanh nghi\u1ec7p khai kho\u00e1ng l\u1edbn, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng \u0111\u01a1n v\u1ecb c\u00f3 quy m\u00f4 s\u1ea3n xu\u1ea5t \u1ed5n \u0111\u1ecbnh v\u00e0 kh\u1ea3 n\u0103ng t\u1ea1o d\u00f2ng ti\u1ec1n t\u1ed1t. Tuy nhi\u00ean, bi\u1ebfn \u0111\u1ed9ng trong m\u00f4i tr\u01b0\u1eddng \u0111\u1ecba ch\u00ednh tr\u1ecb th\u01b0\u1eddng kh\u00f3 d\u1ef1 b\u00e1o v\u00e0 c\u00f3 th\u1ec3 \u0111\u1ea3o chi\u1ec1u nhanh khi xu\u1ea5t hi\u1ec7n th\u00f4ng tin m\u1edbi.<\/p>\n

G\u00f3c nh\u00ecn th\u1ecb tr\u01b0\u1eddng theo c\u00e2u chuy\u1ec7n l\u1ee3i nhu\u1eadn c\u1ee7a Codelco<\/a><\/h2>\n

C\u1ed5 phi\u1ebfu v\u00e0 t\u00e0i s\u1ea3n li\u00ean quan \u0111\u1ebfn khai kho\u00e1ng th\u01b0\u1eddng ph\u1ea3n \u00e1nh k\u1ef3 v\u1ecdng v\u1ec1 gi\u00e1 h\u00e0ng h\u00f3a c\u01a1 b\u1ea3n trong t\u01b0\u01a1ng lai. Khi c\u00f3 \u0111\u1ed3ng th\u1eddi hai \u0111\u1ed9ng l\u1ef1c l\u00e0 r\u1ee7i ro \u0111\u1ecba ch\u00ednh tr\u1ecb v\u00e0 nhu c\u1ea7u c\u00f4ng ngh\u1ec7, nh\u00e0 \u0111\u1ea7u t\u01b0 c\u00f3 xu h\u01b0\u1edbng \u0111\u00e1nh gi\u00e1 l\u1ea1i tri\u1ec3n v\u1ecdng l\u1ee3i nhu\u1eadn c\u1ee7a c\u00e1c doanh nghi\u1ec7p s\u1edf h\u1eefu m\u1ecf, nh\u00e0 m\u00e1y luy\u1ec7n kim v\u00e0 m\u1ea1ng l\u01b0\u1edbi ph\u00e2n ph\u1ed1i r\u1ed9ng.<\/p>\n

L\u1ee3i th\u1ebf t\u1eeb quy m\u00f4 v\u00e0 kh\u1ea3 n\u0103ng \u0111a d\u1ea1ng h\u00f3a<\/h3>\n

C\u00e1c \u201c\u00f4ng l\u1edbn\u201d khai kho\u00e1ng th\u01b0\u1eddng kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t m\u1ecf hay m\u1ed9t qu\u1ed1c gia duy nh\u1ea5t, n\u00ean c\u00f3 th\u1ec3 gi\u1ea3m b\u1edbt r\u1ee7i ro c\u1ee5c b\u1ed9. H\u1ecd c\u0169ng c\u00f3 v\u1ecb th\u1ebf t\u1ed1t h\u01a1n trong \u0111\u00e0m ph\u00e1n h\u1ee3p \u0111\u1ed3ng, t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n l\u01b0\u1ee3ng theo bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng. Trong giai \u0111o\u1ea1n b\u1ea5t \u1ed5n, nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0y gi\u00fap h\u1ecd tr\u1edf th\u00e0nh nh\u00f3m \u0111\u01b0\u1ee3c \u01b0u ti\u00ean h\u01a1n so v\u1edbi doanh nghi\u1ec7p nh\u1ecf ho\u1eb7c c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u01a1n l\u1ebb.<\/p>\n

Nh\u01b0ng r\u1ee7i ro v\u1eabn hi\u1ec7n h\u1eefu<\/h3>\n

D\u00f9 h\u01b0\u1edfng l\u1ee3i t\u1eeb xu h\u01b0\u1edbng chung, ng\u00e0nh khai kho\u00e1ng v\u1eabn ch\u1ecbu t\u00e1c \u0111\u1ed9ng t\u1eeb nhi\u1ec1u bi\u1ebfn s\u1ed1 nh\u01b0 chi ph\u00ed n\u0103ng l\u01b0\u1ee3ng, ch\u00ednh s\u00e1ch th\u01b0\u01a1ng m\u1ea1i, t\u1ef7 gi\u00e1, l\u00e3i su\u1ea5t v\u00e0 di\u1ec5n bi\u1ebfn t\u1ed3n kho t\u1ea1i c\u00e1c th\u1ecb tr\u01b0\u1eddng l\u1edbn. Ngo\u00e0i ra, nhu c\u1ea7u t\u1eeb AI d\u00f9 m\u1ea1nh nh\u01b0ng ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 lo\u1ea1i b\u1ecf r\u1ee7i ro chu k\u1ef3 c\u1ee7a h\u00e0ng h\u00f3a. Gi\u00e1 c\u00f3 th\u1ec3 bi\u1ebfn \u0111\u1ed9ng m\u1ea1nh khi k\u1ef3 v\u1ecdng t\u0103ng tr\u01b0\u1edfng thay \u0111\u1ed5i ho\u1eb7c khi ngu\u1ed3n cung m\u1edbi xu\u1ea5t hi\u1ec7n.<\/p>\n

\u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n b\u1ee9c tranh cung – c\u1ea7u v\u00e0 \u00e1p l\u1ef1c l\u00ean c\u00e1c kim lo\u1ea1i chi\u1ebfn l\u01b0\u1ee3c, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o th\u00eam b\u00e0i ph\u00e2n t\u00edch g\u1ed1c tr\u00ean OilPrice<\/a>.<\/p>\n

Nh\u00e0 \u0111\u1ea7u t\u01b0 c\u1ea7n theo d\u00f5i nh\u1eefng g\u00ec ti\u1ebfp theo?<\/h2>\n

Di\u1ec5n bi\u1ebfn ti\u1ebfp theo c\u1ee7a th\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a s\u1ebd ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ee9c \u0111\u1ed9 k\u00e9o d\u00e0i c\u1ee7a c\u0103ng th\u1eb3ng Trung \u0110\u00f4ng, ph\u1ea3n \u1ee9ng c\u1ee7a c\u00e1c tuy\u1ebfn v\u1eadn t\u1ea3i qu\u1ed1c t\u1ebf v\u00e0 c\u00e1c d\u1eef li\u1ec7u m\u1edbi v\u1ec1 \u0111\u1ea7u t\u01b0 AI. V\u1edbi nh\u00f3m kim lo\u1ea1i c\u00f4ng nghi\u1ec7p, c\u00e1c s\u1ed1 li\u1ec7u v\u1ec1 s\u1ea3n xu\u1ea5t, t\u1ed3n kho, nh\u1eadp kh\u1ea9u v\u00e0 t\u1ed1c \u0111\u1ed9 x\u00e2y d\u1ef1ng trung t\u00e2m d\u1eef li\u1ec7u s\u1ebd l\u00e0 t\u00edn hi\u1ec7u quan tr\u1ecdng h\u01a1n c\u1ea3.<\/p>\n

Ngo\u00e0i ra, c\u1ea7n ch\u00fa \u00fd \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh ch\u00ednh s\u00e1ch c\u1ee7a c\u00e1c ng\u00e2n h\u00e0ng trung \u01b0\u01a1ng, bi\u1ebfn \u0111\u1ed9ng l\u00e3i su\u1ea5t v\u00e0 s\u1ee9c m\u1ea1nh \u0111\u1ed3ng USD, v\u00ec \u0111\u00e2y l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn t\u00e2m l\u00fd r\u1ee7i ro v\u00e0 m\u1eb7t b\u1eb1ng gi\u00e1 h\u00e0ng h\u00f3a. Trong m\u00f4i tr\u01b0\u1eddng nhi\u1ec1u b\u1ea5t \u0111\u1ecbnh, bi\u1ebfn \u0111\u1ed9ng tr\u00ean th\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a c\u00f3 th\u1ec3 \u0111\u1ebfn nhanh v\u00e0 m\u1ea1nh, do \u0111\u00f3 nh\u00e0 \u0111\u1ea7u t\u01b0 n\u00ean theo d\u00f5i d\u1eef li\u1ec7u c\u1eadp nh\u1eadt thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o m\u1ed9t c\u00e2u chuy\u1ec7n \u0111\u01a1n l\u1ebb.<\/p>\n

T\u1ed5ng th\u1ec3, s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa r\u1ee7i ro Trung \u0110\u00f4ng v\u00e0 nhu c\u1ea7u t\u1eeb AI \u0111ang t\u1ea1o ra m\u1ed9t b\u1ee9c tranh t\u01b0\u01a1ng \u0111\u1ed1i thu\u1eadn l\u1ee3i cho c\u00e1c doanh nghi\u1ec7p khai kho\u00e1ng l\u1edbn. Tuy nhi\u00ean, \u0111\u00e2y v\u1eabn l\u00e0 th\u1ecb tr\u01b0\u1eddng nhi\u1ec1u bi\u1ebfn \u0111\u1ed9ng, n\u01a1i gi\u00e1 c\u1ea3 v\u00e0 t\u00e2m l\u00fd c\u00f3 th\u1ec3 thay \u0111\u1ed5i nhanh theo tin t\u1ee9c m\u1edbi, cung c\u1ea7u th\u1ef1c t\u1ebf v\u00e0 di\u1ec5n bi\u1ebfn v\u0129 m\u00f4 to\u00e0n c\u1ea7u.<\/p>","protected":false},"excerpt":{"rendered":"

Di\u1ec5n bi\u1ebfn \u0111\u1ecba ch\u00ednh tr\u1ecb t\u1ea1i Trung \u0110\u00f4ng ti\u1ebfp t\u1ee5c l\u00e0 bi\u1ebfn s\u1ed1 l\u1edbn \u0111\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a to\u00e0n c\u1ea7u, trong khi l\u00e0n s\u00f3ng \u0111\u1ea7u t\u01b0 v\u00e0o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang t\u1ea1o th\u00eam m\u1ed9t l\u1edbp nhu c\u1ea7u m\u1edbi \u0111\u1ed1i v\u1edbi nhi\u1ec1u kim lo\u1ea1i v\u00e0 kho\u00e1ng s\u1ea3n c\u00f4ng nghi\u1ec7p. Trong b\u1ed1i c\u1ea3nh […]<\/p>\n","protected":false},"author":6,"featured_media":35553,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[13],"tags":[874,550,759,17,37],"class_list":["post-35554","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","tag-ai","tag-hang-hoa","tag-khai-khoang","tag-kim-loai-cong-nghiep","tag-trung-dong"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/posts\/35554","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/comments?post=35554"}],"version-history":[{"count":1,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/posts\/35554\/revisions"}],"predecessor-version":[{"id":35568,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/posts\/35554\/revisions\/35568"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/media\/35553"}],"wp:attachment":[{"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/media?parent=35554"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/categories?post=35554"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/edutrade.vn\/en\/wp-json\/wp\/v2\/tags?post=35554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}