{"id":5306,"date":"2026-06-12T16:38:43","date_gmt":"2026-06-12T09:38:43","guid":{"rendered":"https:\/\/c4ir.vn\/?p=5306"},"modified":"2026-06-12T16:58:52","modified_gmt":"2026-06-12T09:58:52","slug":"vi-sao-mot-ty-viec-lam-tiep-theo-se-do-doanh-nhan-tao-ra-khong-phai-thuat-toan","status":"publish","type":"post","link":"https:\/\/c4ir.vn\/en\/vi-sao-mot-ty-viec-lam-tiep-theo-se-do-doanh-nhan-tao-ra-khong-phai-thuat-toan\/","title":{"rendered":"V\u00ec sao m\u1ed9t t\u1ef7 vi\u1ec7c l\u00e0m ti\u1ebfp theo s\u1ebd do doanh nh\u00e2n t\u1ea1o ra, kh\u00f4ng ph\u1ea3i thu\u1eadt to\u00e1n"},"content":{"rendered":"

C\u00f4ng ngh\u1ec7 th\u01b0\u1eddng b\u1ecb nh\u00ecn nh\u1eadn nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p vi\u1ec7c l\u00e0m t\u1ef1 th\u00e2n. Nh\u01b0ng c\u00f4ng c\u1ee5 kh\u00f4ng t\u1ea1o ra k\u1ebf sinh nhai, ch\u00fang ch\u1ec9 c\u00f3 \u00fd ngh\u0129a khi con ng\u01b0\u1eddi bi\u1ebft c\u00e1ch d\u00f9ng ch\u00fang \u0111\u1ec3 x\u00e2y d\u1ef1ng doanh nghi\u1ec7p, gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c v\u00e0 m\u1edf ra th\u1ecb tr\u01b0\u1eddng m\u1edbi.<\/p>\n

Theo th\u1ed1ng k\u00ea t\u1eeb Ng\u00e2n h\u00e0ng Th\u1ebf gi\u1edbi, c\u00f3 kho\u1ea3ng 1,2 t\u1ef7 ng\u01b0\u1eddi tr\u1ebb t\u1ea1i c\u00e1c n\u1ec1n kinh t\u1ebf \u0111ang ph\u00e1t tri\u1ec3n v\u00e0 m\u1edbi n\u1ed5i s\u1ebd b\u01b0\u1edbc v\u00e0o tu\u1ed5i lao \u0111\u1ed9ng trong v\u00f2ng 10 \u0111\u1ebfn 15 n\u0103m t\u1edbi. Tuy nhi\u00ean, tr\u00ean qu\u1ef9 \u0111\u1ea1o hi\u1ec7n t\u1ea1i, c\u00e1c n\u1ec1n kinh t\u1ebf n\u00e0y ch\u1ec9 d\u1ef1 b\u00e1o t\u1ea1o ra kho\u1ea3ng 400 tri\u1ec7u ch\u1ed7 l\u00e0m m\u1edbi trong c\u00f9ng giai \u0111o\u1ea1n. Con s\u1ed1 \u0111\u00f3 \u0111\u1ec3 l\u1ea1i m\u1ed9t kho\u1ea3ng c\u00e1ch r\u1ea5t l\u1edbn. Kho\u1ea3ng c\u00e1ch n\u00e0y tr\u00ean th\u1ef1c t\u1ebf kh\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u1ea5p \u0111\u1ea7y b\u1edfi c\u00e1c thu\u1eadt to\u00e1n AI, m\u00e0 ph\u1ea3i \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft b\u1eb1ng nh\u1eefng ng\u01b0\u1eddi bi\u1ebft s\u1eed d\u1ee5ng AI, c\u00f4ng c\u1ee5, c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u1ea1o ra c\u00e1c gi\u00e1 tr\u1ecb th\u1ef1c.<\/p>\n

M\u1ed9t nghi\u00ean c\u1ee9u n\u0103m 2026 c\u1ee7a C\u1ee5c Nghi\u00ean c\u1ee9u Kinh t\u1ebf Qu\u1ed1c gia M\u1ef9 (NBER) kh\u1ea3o s\u00e1t g\u1ea7n 6.000 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p t\u1ea1i b\u1ed1n n\u1ec1n kinh t\u1ebf l\u1edbn cho th\u1ea5y h\u01a1n 80% ch\u01b0a ghi nh\u1eadn t\u00e1c \u0111\u1ed9ng \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c n\u00e0o t\u1eeb AI l\u00ean vi\u1ec7c l\u00e0m hay n\u0103ng su\u1ea5t trong ba n\u0103m qua. Song song \u0111\u00f3, B\u00e1o c\u00e1o T\u01b0\u01a1ng lai c\u1ee7a Vi\u1ec7c l\u00e0m 2025<\/a> c\u1ee7a Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Th\u1ebf gi\u1edbi (WEF) cho th\u1ea5y g\u1ea7n 40% k\u1ef9 n\u0103ng c\u1ed1t l\u00f5i c\u1ee7a ng\u01b0\u1eddi lao \u0111\u1ed9ng d\u1ef1 ki\u1ebfn s\u1ebd thay \u0111\u1ed5i ho\u1eb7c tr\u1edf n\u00ean l\u1ed7i th\u1eddi v\u00e0o n\u0103m 2030 do t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 AI. Kho\u1ea3ng 40% nh\u00e0 tuy\u1ec3n d\u1ee5ng c\u0169ng d\u1ef1 ki\u1ebfn gi\u1ea3m nh\u00e2n s\u1ef1 \u1edf nh\u1eefng v\u1ecb tr\u00ed c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u01b0\u1ee3c. T\u1ed5 ch\u1ee9c Lao \u0111\u1ed9ng Qu\u1ed1c t\u1ebf (ILO) cho bi\u1ebft kho\u1ea3ng m\u1ed9t trong b\u1ed1n ng\u01b0\u1eddi tr\u1ebb tr\u00ean th\u1ebf gi\u1edbi, t\u1ee9c kho\u1ea3ng 262 tri\u1ec7u ng\u01b0\u1eddi hi\u1ec7n kh\u00f4ng c\u00f3 vi\u1ec7c l\u00e0m, kh\u00f4ng h\u1ecdc t\u1eadp v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o ngh\u1ec1.<\/p>\n

Ch\u1ecbu t\u00e1c \u0111\u1ed9ng t\u1eeb c\u00f4ng ngh\u1ec7 kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi m\u1ea5t vi\u1ec7c l\u00e0m, v\u00e0 th\u1ea5t nghi\u1ec7p \u1edf ng\u01b0\u1eddi tr\u1ebb c\u0169ng kh\u00f4ng ph\u1ea3i h\u1ec7 qu\u1ea3 kh\u00f4ng th\u1ec3 tr\u00e1nh c\u1ee7a AI. \u0110i\u1ec1u c\u00e1c x\u00e3 h\u1ed9i c\u1ea7n l\u00e0m l\u00e0 ch\u1ee7 \u0111\u1ed9ng t\u1ea1o m\u00f4i tr\u01b0\u1eddng \u0111\u1ec3 c\u00e1c ng\u00e0nh ngh\u1ec1 v\u00e0 doanh nghi\u1ec7p m\u1edbi c\u00f3 th\u1ec3 h\u00ecnh th\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n trong k\u1ef7 nguy\u00ean AI.<\/p>\n

Doanh nh\u00e2n t\u1ea1o ra k\u1ebf sinh nhai b\u1ec1n v\u1eefng nh\u01b0 th\u1ebf n\u00e0o<\/h2>\n

Nh\u00ecn l\u1ea1i l\u1ecbch s\u1eed, m\u1ed7i cu\u1ed9c \u0111\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 l\u1edbn, t\u1eeb \u0111i\u1ec7n kh\u00ed h\u00f3a \u0111\u1ebfn internet \u0111\u1ec1u mang l\u1ea1i l\u1ee3i \u00edch kinh t\u1ebf r\u1ed9ng r\u00e3i, nh\u01b0ng \u0111i\u1ec1u \u0111\u00f3 ch\u1ec9 x\u1ea3y ra ch\u1ec9 khi th\u1ec3 ch\u1ebf, h\u1ea1 t\u1ea7ng v\u00e0 m\u00f4 h\u00ecnh kinh doanh k\u1ecbp th\u00edch nghi. N\u0103ng su\u1ea5t kh\u00f4ng t\u0103ng ch\u1ec9 v\u00ec c\u00f3 c\u00f4ng c\u1ee5 m\u1ea1nh h\u01a1n. N\u00f3 t\u0103ng khi c\u1ea3 h\u1ec7 th\u1ed1ng xung quanh cho ph\u00e9p \u0111\u01b0a c\u00f4ng c\u1ee5 \u0111\u00f3 v\u00e0o th\u1ef1c t\u1ebf \u1edf quy m\u00f4 l\u1edbn.<\/p>\n

Logic t\u01b0\u01a1ng t\u1ef1 \u00e1p d\u1ee5ng cho AI. M\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m chi ph\u00ed kh\u1edfi nghi\u1ec7p. Nh\u01b0ng kh\u00f4ng m\u00f4 h\u00ecnh n\u00e0o thay \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng hi\u1ec3u th\u1ecb tr\u01b0\u1eddng \u0111\u1ecba ph\u01b0\u01a1ng, x\u00e2y d\u1ef1ng ni\u1ec1m tin, l\u00e3nh \u0111\u1ea1o \u0111\u1ed9i ng\u0169, hay nh\u1eadn ra \u0111\u00fang b\u00e0i to\u00e1n c\u1ea7n gi\u1ea3i c\u1ee7a con ng\u01b0\u1eddi. V\u00e0 \u0111\u00f3 l\u00e0 ph\u1ea7n kh\u00f4ng th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/p>\n

Tinh th\u1ea7n kh\u1edfi nghi\u1ec7p th\u01b0\u1eddng l\u00e0 m\u1eaft x\u00edch c\u00f2n thi\u1ebfu trong c\u00e1c cu\u1ed9c b\u00e0n lu\u1eadn v\u1ec1 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o hi\u1ec7n nay<\/h2>\n

Theo Ng\u00e2n h\u00e0ng Th\u1ebf gi\u1edbi, doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf chi\u1ebfm 90% s\u1ed1 l\u01b0\u1ee3ng doanh nghi\u1ec7p v\u00e0 t\u1ea1o ra trung b\u00ecnh kho\u1ea3ng 70% vi\u1ec7c l\u00e0m to\u00e0n c\u1ea7u. T\u1ef7 l\u1ec7 n\u00e0y c\u00f2n cao h\u01a1n \u1edf nhi\u1ec1u n\u1ec1n kinh t\u1ebf m\u1edbi n\u1ed5i. C\u00e1c doanh nghi\u1ec7p nh\u1ecf v\u00e0 \u0111ang tr\u00ean \u0111\u00e0 t\u0103ng tr\u01b0\u1edfng c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi c\u00f4ng ngh\u1ec7 v\u1edbi \u0111i\u1ec1u ki\u1ec7n \u0111\u1ecba ph\u01b0\u01a1ng, t\u1ea1o ra c\u00e1c d\u1ecbch v\u1ee5 m\u1edbi quanh nh\u1eefng n\u0103ng l\u1ef1c c\u00f4ng ngh\u1ec7, v\u00e0 ti\u1ebfp nh\u1eadn l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng v\u1ed1n c\u00f3 nguy c\u01a1 b\u1ecb lo\u1ea1i kh\u1ecfi th\u1ecb tr\u01b0\u1eddng ch\u00ednh th\u1ee9c. Trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p, h\u1ecd c\u00f2n nh\u1ea1y b\u00e9n h\u01a1n c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn trong vi\u1ec7c nh\u00ecn ra nhu c\u1ea7u ch\u01b0a \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng trong y t\u1ebf, logistics, gi\u00e1o d\u1ee5c, n\u00f4ng nghi\u1ec7p v\u00e0 kinh t\u1ebf s\u1ed1.<\/p>\n

Trong th\u1ef1c t\u1ebf x\u00e2y d\u1ef1ng doanh nghi\u1ec7p t\u1ea1i c\u00e1c th\u1ecb tr\u01b0\u1eddng m\u1edbi n\u1ed5i \u1edf ch\u00e2u \u00c1 v\u00e0 ch\u00e2u Phi, c\u00e1c chuy\u00ean gia c\u1ee7a Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf th\u1ebf gi\u1edbi cho bi\u1ebft, h\u1ecd \u0111\u00e3 ch\u1ee9ng ki\u1ebfn c\u00e1ch c\u00e1c m\u1ea1ng l\u01b0\u1edbi doanh nh\u00e2n c\u00f3 th\u1ec3 t\u1ea1o ra c\u01a1 h\u1ed9i \u1edf nh\u1eefng n\u01a1i m\u00e0 c\u00e1c th\u1ec3 ch\u1ebf truy\u1ec1n th\u1ed1ng kh\u00f4ng v\u1edbi t\u1edbi \u0111\u01b0\u1ee3c. T\u1ea1i nh\u1eefng th\u1ecb tr\u01b0\u1eddng khan hi\u1ebfm v\u1ed1n v\u00e0 h\u1ea1 t\u1ea7ng c\u00f2n nhi\u1ec1u kho\u1ea3ng tr\u1ed1ng, ch\u00ednh s\u1ef1 linh ho\u1ea1t s\u00e1ng t\u1ea1o c\u1ee7a c\u00e1c doanh nh\u00e2n \u0111\u1ecba ph\u01b0\u01a1ng, nh\u1eefng ng\u01b0\u1eddi th\u01b0\u1eddng d\u00f9ng c\u00f4ng c\u1ee5 s\u1ed1 \u0111\u1ec3 b\u00f9 \u0111\u1eafp thi\u1ebfu h\u1ee5t trong logistics, gi\u00e1o d\u1ee5c hay ti\u1ebfp c\u1eadn t\u00e0i ch\u00ednh m\u1edbi l\u00e0 th\u1ee9 t\u1ea1o ra k\u1ebf sinh nhai th\u1ef1c s\u1ef1 b\u1ec1n v\u1eefng. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 nh\u1eefng doanh nghi\u1ec7p, m\u00e0 l\u00e0 huy\u1ebft m\u1ea1ch c\u1ee7a nh\u1eefng c\u1ed9ng \u0111\u1ed3ng v\u1ed1n s\u1ebd b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau b\u1edfi n\u1ec1n kinh t\u1ebf ch\u00ednh th\u1ee9c.<\/p>\n

\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t \u0111\u00e1ng lo ng\u1ea1i khi d\u00f2ng v\u1ed1n to\u00e0n c\u1ea7u hi\u1ec7n v\u1eabn \u0111ang ch\u1ea3y v\u00e0o nh\u1eefng n\u01a1i \u00edt t\u1ea1o ra vi\u1ec7c l\u00e0m nh\u1ea5t. T\u1eeb n\u0103m 2022, theo b\u00e1o c\u00e1o c\u1ee7a McKinsey Global Institute, c\u00f3 \u0111\u1ebfn 3\/4 th\u00f4ng b\u00e1o \u0111\u1ea7u t\u01b0 tr\u1ef1c ti\u1ebfp n\u01b0\u1edbc ngo\u00e0i (FDI) xuy\u00ean bi\u00ean gi\u1edbi h\u01b0\u1edbng v\u00e0o s\u1ea3n xu\u1ea5t ti\u00ean ti\u1ebfn, h\u1ea1 t\u1ea7ng AI v\u00e0 n\u0103ng l\u01b0\u1ee3ng, nh\u1eefng l\u0129nh v\u1ef1c th\u00e2m d\u1ee5ng v\u1ed1n nh\u01b0ng kh\u00f4ng nh\u1ea5t thi\u1ebft t\u1ea1o nhi\u1ec1u vi\u1ec7c l\u00e0m m\u1edbi. Trong khi \u0111\u00f3, kho\u1ea3ng c\u00e1ch t\u00e0i ch\u00ednh \u0111\u1ed1i v\u1edbi khu v\u1ef1c doanh nghi\u1ec7p si\u00eau nh\u1ecf, nh\u1ecf v\u00e0 v\u1eeba (MSME) v\u1eabn \u1edf m\u1ee9c kho\u1ea3ng 5,7 ngh\u00ecn t\u1ef7 USD tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n

C\u00f4ng ngh\u1ec7 t\u1ea1o ra c\u01a1 h\u1ed9i n\u1ebfu c\u00f3 \u0111i\u1ec1u ki\u1ec7n \u0111\u00fang<\/h2>\n

H\u1ed9i ngh\u1ecb th\u01b0\u1eddng ni\u00ean C\u00e1c nh\u00e0 ti\u00ean phong (Annual Meeting of the New Champions – AMNC) n\u0103m nay t\u1ea1i \u0110\u1ea1i Li\u00ean, Trung Qu\u1ed1c (23\u201325\/6\/2026), th\u01b0\u1eddng \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi t\u00ean g\u1ecdi \u201cDavos M\u00f9a h\u00e8\u201d s\u1ebd l\u00e0 n\u01a1i c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o to\u00e0n c\u1ea7u th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1ch \u0111\u1ecbnh h\u01b0\u1edbng l\u1ea1i chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ea7u t\u01b0 \u0111\u1ec3 g\u1eafn k\u1ebft ch\u1eb7t h\u01a1n v\u1edbi k\u1ebft qu\u1ea3 vi\u1ec7c l\u00e0m.<\/p>\n

\u0110\u1ec3 c\u00f4ng ngh\u1ec7 th\u1ef1c s\u1ef1 t\u1ea1o ra c\u01a1 h\u1ed9i thay v\u00ec t\u1ea1o ra s\u1ef1 lo\u1ea1i tr\u1eeb, ba s\u1ef1 chuy\u1ec3n d\u1ecbch sau c\u1ea7n \u0111\u01b0\u1ee3c \u01b0u ti\u00ean:<\/p>\n

1. K\u1ef9 n\u0103ng nh\u01b0ng kh\u00f4ng ph\u1ea3i theo ki\u1ec3u c\u0169<\/h3>\n

C\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1o d\u1ee5c truy\u1ec1n th\u1ed1ng v\u1eabn \u0111ang \u0111\u00e0o t\u1ea1o nhi\u1ec1u ng\u01b0\u1eddi tr\u1ebb cho nh\u1eefng v\u1ecb tr\u00ed \u1ed5n \u0111\u1ecbnh trong c\u00e1c c\u01a1 c\u1ea5u c\u1ee9ng nh\u1eafc ngay khi nh\u1eefng v\u1ecb tr\u00ed \u0111\u00f3 \u0111ang d\u1ea7n bi\u1ebfn m\u1ea5t ho\u1eb7c \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u1ea1i. C\u00e2u tr\u1ea3 l\u1eddi kh\u00f4ng ph\u1ea3i l\u00e0 \u0111\u00e0o t\u1ea1o t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi th\u00e0nh k\u1ef9 s\u01b0, m\u00e0 l\u00e0 x\u00e2y d\u1ef1ng nh\u1eefng n\u0103ng l\u1ef1c c\u00f3 th\u1ec3 th\u00edch nghi: bi\u1ebft d\u00f9ng c\u00f4ng ngh\u1ec7 s\u1ed1, hi\u1ec3u t\u00e0i ch\u00ednh c\u01a1 b\u1ea3n, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, giao ti\u1ebfp t\u1ed1t v\u00e0 c\u00f3 \u0111\u1ee7 s\u1ef1 t\u1ef1 tin \u0111\u1ec3 t\u1ea1o ra th\u1ee9 g\u00ec \u0111\u00f3, kh\u00f4ng ch\u1ec9 ti\u00eau th\u1ee5.<\/p>\n

Trong m\u1ed9t n\u1ec1n kinh t\u1ebf AI, bi\u1ebft c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang c\u00f3 th\u1ec3 quan tr\u1ecdng kh\u00f4ng k\u00e9m bi\u1ebft c\u00e1ch ho\u00e0n th\u00e0nh nhi\u1ec7m v\u1ee5 th\u01b0\u1eddng nh\u1eadt. B\u00e1o c\u00e1o T\u01b0\u01a1ng lai c\u1ee7a Vi\u1ec7c l\u00e0m 2025 c\u1ee7a WEF cho th\u1ea5y 63% nh\u00e0 tuy\u1ec3n d\u1ee5ng x\u00e1c \u0111\u1ecbnh kho\u1ea3ng c\u00e1ch k\u1ef9 n\u0103ng l\u00e0 r\u00e0o c\u1ea3n ch\u00ednh trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i doanh nghi\u1ec7p.<\/p>\n

2. Ti\u1ebfp c\u1eadn h\u1ea1 t\u1ea7ng b\u1ecb b\u1ecf qu\u00ean c\u1ee7a kh\u1edfi nghi\u1ec7p<\/h3>\n

Doanh nh\u00e2n kh\u00f4ng th\u1ec3 x\u00e2y d\u1ef1ng g\u00ec c\u1ea3 n\u1ebfu thi\u1ebfu internet \u1ed5n \u0111\u1ecbnh, c\u00f4ng c\u1ee5 c\u00f3 gi\u00e1 h\u1ee3p l\u00fd, thanh to\u00e1n s\u1ed1, logistics v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c v\u00e0 v\u1ed1n ti\u1ebfp c\u1eadn c\u00f4ng b\u1eb1ng. \u0110\u00e2y kh\u00f4ng ph\u1ea3i \u0111i\u1ec1u ki\u1ec7n ph\u1ee5, m\u00e0 \u0111\u00f3 ch\u00ednh l\u00e0 h\u1ea1 t\u1ea7ng n\u1ec1n t\u1ea3ng c\u1ee7a vi\u1ec7c t\u1ea1o ra doanh nghi\u1ec7p.<\/p>\n

Tuy nhi\u00ean, hi\u1ec7n t\u1ea1i qu\u00e1 nhi\u1ec1u v\u1ed1n \u0111\u1ea7u t\u01b0 v\u1eabn h\u01b0\u1edbng v\u00e0o c\u00e1c l\u0129nh v\u1ef1c nh\u00e2n r\u1ed9ng c\u00f4ng ngh\u1ec7 m\u00e0 kh\u00f4ng nh\u00e2n r\u1ed9ng c\u01a1 h\u1ed9i tham gia. T\u00e1c \u0111\u1ed9ng c\u1ee7a v\u1ed1n kh\u00f4ng n\u00ean ch\u1ec9 \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng m\u1ee9c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u00e3 c\u00f3, m\u00e0 c\u00f2n b\u1eb1ng m\u1ee9c \u0111\u1ed9 m\u1edf r\u1ed9ng kh\u00f4ng gian cho nh\u1eefng ng\u01b0\u1eddi c\u00f3 th\u1ec3 tham gia n\u1ec1n kinh t\u1ebf v\u1edbi t\u01b0 c\u00e1ch ng\u01b0\u1eddi t\u1ea1o ra gi\u00e1 tr\u1ecb, kh\u00f4ng ch\u1ec9 l\u00e0 ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/p>\n

3. Qu\u1ea3n tr\u1ecb \u0111\u01a1n gi\u1ea3n h\u00f3a thay v\u00ec ph\u1ee9c t\u1ea1p h\u00f3a<\/h3>\n

Doanh nghi\u1ec7p m\u1edbi th\u01b0\u1eddng ph\u00e1t tri\u1ec3n khi quy t\u1eafc r\u00f5 r\u00e0ng, th\u1ec3 ch\u1ebf v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c v\u00e0 ng\u01b0\u1eddi kh\u1edfi nghi\u1ec7p tin r\u1eb1ng h\u1ec7 th\u1ed1ng cho h\u1ecd c\u01a1 h\u1ed9i c\u00f4ng b\u1eb1ng. M\u00f4i tr\u01b0\u1eddng ph\u00e1p l\u00fd l\u1ed7i th\u1eddi, ph\u00e2n t\u00e1n hay thi\u1ebfu minh b\u1ea1ch l\u00e0m ch\u1eadm \u0111\u1ed5i m\u1edbi, \u0111\u1ea9y chi ph\u00ed th\u1eed nghi\u1ec7m l\u00ean cao v\u00e0 \u0111\u1ea9y doanh nghi\u1ec7p v\u00e0o khu v\u1ef1c phi ch\u00ednh th\u1ee9c.<\/p>\n

\u0110\u1ec3 nu\u00f4i d\u01b0\u1ee1ng tinh th\u1ea7n kh\u1edfi nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t ngo\u00e0i m\u1ed9t v\u00e0i trung t\u00e2m \u0111\u1ed5i m\u1edbi \u0111\u00e3 c\u00f3 s\u1eb5n h\u1ec7 sinh th\u00e1i, c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb c\u1ea7n ch\u1ee7 \u0111\u1ed9ng h\u1ea1 th\u1ea5p r\u00e0o c\u1ea3n \u0111\u1ec3 kh\u1edfi nghi\u1ec7p v\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t doanh nghi\u1ec7p h\u1ee3p ph\u00e1p.<\/p>\n

\u0110\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai vi\u1ec7c l\u00e0m<\/h2>\n

Kh\u00f4ng c\u00f3 g\u00ec trong s\u1ed1 tr\u00ean ph\u1ee7 nh\u1eadn vai tr\u00f2 c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn. C\u00e1c doanh nghi\u1ec7p \u0111\u00e3 c\u00f3 ch\u1ed7 \u0111\u1ee9ng v\u1eabn l\u00e0 tr\u1ee5 c\u1ed9t cho \u0111\u1ea7u t\u01b0, chu\u1ed7i cung \u1ee9ng, \u0111\u00e0o t\u1ea1o v\u00e0 h\u1ee3p t\u00e1c \u0111\u1ed5i m\u1edbi. Nh\u01b0ng h\u1ecd kh\u00f4ng th\u1ec3 \u0111\u01a1n \u0111\u1ed9c gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n vi\u1ec7c l\u00e0m, nh\u1ea5t l\u00e0 khi t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111ang n\u00e2ng cao hi\u1ec7u su\u1ea5t b\u1eb1ng c\u00e1ch gi\u1ea3m b\u1edbt nh\u00e2n l\u1ef1c \u1edf ch\u00ednh nh\u1eefng v\u1ecb tr\u00ed m\u00e0 ng\u01b0\u1eddi lao \u0111\u1ed9ng tr\u1ebb theo truy\u1ec1n th\u1ed1ng d\u00f9ng \u0111\u1ec3 b\u01b0\u1edbc v\u00e0o n\u1ec1n kinh t\u1ebf ch\u00ednh th\u1ee9c.<\/p>\n

C\u00e1c cu\u1ed9c th\u1ea3o lu\u1eadn t\u1ea1i \u0110\u1ea1i Li\u00ean th\u00e1ng n\u00e0y, v\u1ec1 c\u00e1ch t\u1ea1o ra m\u1ed9t t\u1ef7 vi\u1ec7c l\u00e0m ti\u1ebfp theo, c\u0169ng nh\u01b0 \u0111\u1ecbnh h\u01b0\u1edbng l\u1ea1i d\u00f2ng v\u1ed1n v\u00e0 v\u1ec1 th\u1ebf h\u1ec7 lao \u0111\u1ed9ng \u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc kho\u1ea3ng tr\u1ed1ng c\u01a1 h\u1ed9i s\u1ebd l\u00e0 nh\u1eefng n\u1ed9i dung c\u00f3 \u00fd ngh\u0129a quan tr\u1ecdng trong ch\u01b0\u01a1ng tr\u00ecnh ngh\u1ecb s\u1ef1 AMNC 2026. Nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y c\u1ea7n \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn v\u1edbi cam k\u1ebft th\u1ef1c ch\u1ea5t: t\u1ea1o ra c\u00e1c \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 doanh nh\u00e2n \u1edf m\u1ecdi n\u01a1i c\u00f3 th\u1ec3 d\u00f9ng c\u00f4ng c\u1ee5 m\u1edbi \u0111\u1ec3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c \u0111i\u1ec1u g\u00ec \u0111\u00f3 c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c.<\/p>\n

T\u0103ng tr\u01b0\u1edfng kh\u00f4ng n\u00ean ch\u1ec9 \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng s\u1ea3n l\u01b0\u1ee3ng l\u1edbn h\u01a1n hay h\u1ec7 th\u1ed1ng nhanh h\u01a1n. Trong k\u1ef7 nguy\u00ean AI, ph\u00e9p ki\u1ec3m tra quan tr\u1ecdng h\u01a1n l\u00e0: t\u0103ng tr\u01b0\u1edfng \u0111\u00f3 c\u00f3 m\u1edf r\u1ed9ng th\u00eam c\u01a1 h\u1ed9i, th\u00eam s\u1ef1 tham gia v\u00e0 th\u00eam ph\u1ea9m gi\u00e1 cho con ng\u01b0\u1eddi hay kh\u00f4ng. Thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng vi\u1ec7c, nh\u01b0ng doanh nh\u00e2n m\u1edbi l\u00e0 ng\u01b0\u1eddi \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a vi\u1ec7c l\u00e0m.<\/p>\n

Ngu\u1ed3n tham kh\u1ea3o ch\u00ednh<\/strong><\/p>\n