{"id":7189,"date":"2020-09-19T21:06:01","date_gmt":"2020-09-19T19:06:01","guid":{"rendered":"http:\/\/east-sea.de\/?p=7189"},"modified":"2020-09-22T22:07:54","modified_gmt":"2020-09-22T20:07:54","slug":"tieng-viet-cuoc-cach-mang-cong-nghe-dang-dien-ra-trong-linh-vuc-tinh-bao","status":"publish","type":"post","link":"https:\/\/east-sea.de\/vi\/2020\/09\/19\/tieng-viet-cuoc-cach-mang-cong-nghe-dang-dien-ra-trong-linh-vuc-tinh-bao\/","title":{"rendered":"Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7 \u0111ang di\u1ec5n ra trong l\u0129nh v\u1ef1c t\u00ecnh b\u00e1o"},"content":{"rendered":"<em><strong>Trong su\u1ed1t chi\u1ec1u d\u00e0i l\u1ecbch s\u1eed, con ng\u01b0\u1eddi v\u1eabn lu\u00f4n theo d\u00f5i l\u1eabn nhau. \u0110\u1ec3 t\u00ecm hi\u1ec3u nh\u1eefng g\u00ec ng\u01b0\u1eddi kh\u00e1c \u0111ang l\u00e0m ho\u1eb7c d\u1ef1 \u0111\u1ecbnh l\u00e0m, ng\u01b0\u1eddi ta gi\u00e1m s\u00e1t, theo d\u00f5i v\u00e0 nghe tr\u1ed9m b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 kh\u00f4ng ng\u1eebng c\u1ea3i ti\u1ebfn ch\u00fang, tuy v\u1eady n\u00f3 kh\u00f4ng bao gi\u1edd thay th\u1ebf \u0111\u01b0\u1ee3c con ng\u01b0\u1eddi.<\/strong><br \/>\n<\/em><\/p>\n<p><img src=\"http:\/\/www.biendong.net\/images\/0.03\/14.PVL%207.jpg\" alt=\"\" \/><\/p>\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng \u0111ang thay \u0111\u1ed5i t\u1ea5t c\u1ea3 nh\u1eefng \u0111i\u1ec1u \u0111\u00f3. Trong t\u01b0\u01a1ng lai, m\u00e1y m\u00f3c s\u1ebd theo d\u00f5i m\u00e1y m\u00f3c \u0111\u1ec3 bi\u1ebft m\u00e1y m\u00f3c kh\u00e1c \u0111ang l\u00e0m g\u00ec ho\u1eb7c d\u1ef1 \u0111\u1ecbnh l\u00e0m g\u00ec. C\u00f4ng vi\u1ec7c t\u00ecnh b\u00e1o v\u1eabn s\u1ebd bao g\u1ed3m \u0111\u00e1nh c\u1eafp v\u00e0 b\u1ea3o v\u1ec7 b\u00ed m\u1eadt, nh\u01b0ng c\u00e1ch th\u1ee9c thu th\u1eadp, ph\u00e2n t\u00edch v\u00e0 ph\u1ed5 bi\u1ebfn nh\u1eefng b\u00ed m\u1eadt \u0111\u00f3 v\u1ec1 c\u01a1 b\u1ea3n s\u1ebd kh\u00e1c.<\/p>\n<p>C\u00e1c nh\u00e0 t\u01b0\u01a1ng lai h\u1ecdc v\u1ec1 qu\u00e2n s\u1ef1 c\u0169ng nh\u1eadn ra m\u1ed9t s\u1ef1 thay \u0111\u1ed5i l\u1edbn t\u01b0\u01a1ng t\u1ef1 v\u00e0 m\u1ed9t s\u1ed1 ng\u01b0\u1eddi \u0111\u00e3 g\u1ecdi s\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng v\u0169 kh\u00ed t\u1ef1 h\u00e0nh l\u00e0 m\u1ed9t \u201ccu\u1ed9c c\u00e1ch m\u1ea1ng trong l\u0129nh v\u1ef1c qu\u00e2n s\u1ef1\u201d. T\u01b0\u01a1ng t\u1ef1, \u0111\u00e2y c\u0169ngc\u00f3 th\u1ec3 g\u1ecdi l\u00e0 m\u1ed9t \u201ccu\u1ed9c c\u00e1ch m\u1ea1ng trong l\u0129nh v\u1ef1c t\u00ecnh b\u00e1o\u201d. Th\u00f4ng qua cu\u1ed9c c\u00e1ch m\u1ea1ng s\u1eafp t\u1edbi, m\u00e1y m\u00f3c s\u1ebd kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch th\u00f4ng tin. Ch\u00fang s\u1ebd c\u00f3 th\u1ec3 t\u1ef1 x\u1eed l\u00fd th\u00f4ng tin t\u00ecnh b\u00e1o, t\u1ef1 ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1eadm ch\u00ed nh\u1eafm m\u1ee5c ti\u00eau t\u1ea5n c\u00f4ng v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y m\u00f3c kh\u00e1c. M\u1ed1i quan t\u00e2m cu\u1ed1i c\u00f9ng c\u1ee7a nh\u1eefng c\u1ed7 m\u00e1y n\u00e0y v\u1eabn s\u1ebd l\u00e0 c\u00e1c m\u1ed1i quan h\u1ec7 ch\u00ednh tr\u1ecb, x\u00e3 h\u1ed9i, kinh t\u1ebf v\u00e0 qu\u00e2n s\u1ef1 c\u1ee7a con ng\u01b0\u1eddi nh\u01b0ng ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o do m\u00e1y m\u00f3c th\u1ef1c hi\u1ec7n s\u1ebd ho\u1ea1t \u0111\u1ed9ng v\u1edbi m\u1ed9t t\u1ed1c \u0111\u1ed9, quy m\u00f4 v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p m\u00e0 ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o do con ng\u01b0\u1eddi t\u1ef1 \u0111\u1ea3m nhi\u1ec7m s\u1ebd kh\u00f4ng th\u1ec3 n\u00e0o s\u00e1nh k\u1ecbp. Cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 t\u00ecnh b\u00e1o mang t\u00ednh t\u1ea5t y\u1ebfu kh\u00f4ng th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c. Qu\u00e1 tr\u00ecnh \u0111\u1ed5i m\u1edbi v\u00e0 c\u1ea1nh tranh trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 l\u00e0 \u0111\u1ed9ng l\u1ef1c d\u1eabn \u0111\u1ebfn cu\u1ed9c c\u00e1ch m\u1ea1ng tr\u00ean ph\u1ea1m vi th\u1ebf gi\u1edbi. C\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o Hoa K\u1ef3 c\u1ea7n ph\u1ea3i \u0111\u00f3n nh\u1eadn cu\u1ed9c c\u00e1ch m\u1ea1ng v\u00e0 chu\u1ea9n b\u1ecb cho m\u1ed9t t\u01b0\u01a1ng lai b\u1ecb th\u1ed1ng tr\u1ecb b\u1edfi AI, n\u1ebfu kh\u00f4ng s\u1ebd c\u00f3 nguy c\u01a1 m\u1ea5t \u0111i l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\n<p><strong>S\u1ef1 l\u00ean ng\u00f4i c\u1ee7a ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o do m\u00e1y m\u00f3c \u0111\u1ea3m nhi\u1ec7m<\/strong><\/p>\n<p>C\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng kh\u00f4ng t\u1ef1 d\u01b0ng m\u00e0 c\u00f3. Ngu\u1ed3n g\u1ed1c c\u1ee7a n\u00f3 b\u1eaft ngu\u1ed3n t\u1eeb th\u1ebf k\u1ef7 20, khi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u01b0 vi\u1ec5n th\u00f4ng v\u00e0 m\u00e1y t\u00ednh ra \u0111\u1eddi khi\u1ebfn cho c\u00e1c k\u1ef9 thu\u1eadt v\u00e0 ph\u01b0\u01a1ng ph\u00e1p t\u00ecnh b\u00e1o \u0111\u01b0\u1ee3c n\u00e2ng l\u00ean m\u1ed9t t\u1ea7m tinh vi m\u1edbi. Con ng\u01b0\u1eddi v\u1eabn l\u00e0 ch\u1ee7 th\u1ec3 c\u1ee7a ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o nh\u01b0ng thay v\u00ec t\u1eadn m\u1eaft quan s\u00e1t, nghe l\u00e9n b\u1eb1ng ch\u00ednh \u0111\u00f4i tai v\u00e0 ph\u00e2n t\u00edch, d\u1ef1 \u0111o\u00e1n b\u1eb1ng tr\u00ed \u00f3c c\u1ee7a m\u00ecnh, con ng\u01b0\u1eddi \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 c\u00f4ng c\u1ee5 t\u00ednh to\u00e1n ng\u00e0y c\u00e0ng m\u1ea1nh m\u1ebd \u0111\u1ec3 n\u00e2ng cao kh\u1ea3 n\u0103ng c\u1ee7a m\u00ecnh.<\/p>\n<p>Trong 20 n\u0103m qua, xu h\u01b0\u1edbng n\u00e0y \u0111\u00e3 t\u0103ng t\u1ed1c, d\u1eabn \u0111\u1ebfn l\u01b0\u1ee3ng d\u1eef li\u1ec7u s\u1eb5n c\u00f3 cho c\u00e1c c\u01a1 quan t\u00ecnh b\u00e1o t\u0103ng l\u00ean nhanh ch\u00f3ng. C\u00e1c lo\u1ea1i c\u1ea3m bi\u1ebfn th\u01b0\u01a1ng m\u1ea1i v\u00e0 nh\u1eefng lo\u1ea1i kh\u00f4ng ph\u1ed5 bi\u1ebfn cho ng\u01b0\u1eddi d\u00e2n nh\u01b0 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh t\u1ef1 \u0111\u1ed9ng (bot) tr\u00ean kh\u00f4ng gian m\u1ea1ng, m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i t\u1ef1 h\u00e0nh hay nh\u1eefng v\u1ec7 tinh nh\u1ecf tr\u00ean kh\u00f4ng gian v\u0169 tr\u1ee5 gi\u1edd \u0111\u00e2y t\u1ea1o ra l\u01b0\u1ee3ng th\u00f4ng tin nhi\u1ec1u \u0111\u1ebfn n\u1ed7i v\u01b0\u1ee3t qu\u00e1 kh\u1ea3 n\u0103ng t\u1ef1 x\u1eed l\u00fd c\u1ee7a con ng\u01b0\u1eddi. V\u00e0o n\u0103m 2017, C\u01a1 quan T\u00ecnh b\u00e1o Kh\u00f4ng gian \u0110\u1ecba l\u00fd Qu\u1ed1c gia M\u1ef9 (NGA) d\u1ef1 \u0111o\u00e1n r\u1eb1ng l\u01b0\u1ee3ng d\u1eef li\u1ec7u m\u00e0 c\u00e1c nh\u00e0 ph\u00e2n t\u00edch c\u1ee7a h\u1ecd ph\u1ea3i x\u1eed l\u00fd s\u1ebd t\u0103ng g\u1ea5p m\u1ed9t tri\u1ec7u l\u1ea7n trong v\u00f2ng 5 n\u0103m. Qu\u00e1 nhi\u1ec1u d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra trong m\u1ed9t kho\u1ea3ng th\u1eddi gian ng\u1eafn \u0111\u00e3 d\u1eabn \u0111\u1ebfn s\u1ef1 c\u1ea1nh tranh kh\u1ed1c li\u1ec7t \u0111\u1ec3 x\u1eed l\u00fd \u0111\u01b0\u1ee3c t\u1ea5t c\u1ea3 ch\u00fang, \u0111\u00e2y ch\u00ednh l\u00e0 \u0111\u1ed9ng l\u1ef1c th\u00fac \u0111\u1ea9y vi\u1ec7c \u1ee9ng d\u1ee5ng m\u00f4 h\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u. \u00c1p l\u1ef1c \u0111\u1ec3 kh\u00f4ng b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau l\u00e0 r\u1ea5t l\u1edbn: c\u01a1 quan t\u00ecnh b\u00e1o c\u1ee7a qu\u1ed1c gia n\u00e0o c\u00f3 th\u1ec3 nhanh ch\u00f3ng x\u1eed l\u00fd m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p s\u1ebd c\u00f3 l\u1ee3i th\u1ebf h\u01a1n nh\u1eefng qu\u1ed1c gia kh\u00f4ng l\u00e0m \u0111\u01b0\u1ee3c.<\/p>\n<p>S\u1ef1 chuy\u1ec3n \u0111\u1ed5i \u0111\u1ed3ng th\u1eddi sang c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u00e0nh v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a qu\u00e2n \u0111\u1ed9i c\u00e1c n\u01b0\u1edbc tr\u00ean th\u1ebf gi\u1edbi ch\u1ec9 l\u00e0m t\u0103ng th\u00eam \u00e1p l\u1ef1c c\u1ea1nh tranh: c\u00e1c c\u01a1 quan t\u00ecnh b\u00e1o c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c v\u00e0 h\u1ed7 tr\u1ee3 cho c\u00e1c h\u1ec7 th\u1ed1ng chi\u1ebfn \u0111\u1ea5u ti\u00ean ti\u1ebfn. Hi\u1ec7n t\u1ea1i, qu\u00e2n \u0111\u1ed9i M\u1ef9 \u0111ang v\u1eadn h\u00e0nh h\u01a1n 11.000 h\u1ec7 th\u1ed1ng bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i v\u00e0 nhi\u1ec1u h\u1ec7 th\u1ed1ng d\u01b0\u1edbi n\u01b0\u1edbc, tr\u00ean m\u1eb7t \u0111\u1ea5t v\u00e0 c\u1ea3 trong kh\u00f4ng gian v\u0169 tr\u1ee5. Ngo\u00e0i ra, c\u00e1c \u0111\u01a1n v\u1ecb an ninh m\u1ea1ng c\u1ee7a Hoa K\u1ef3 ph\u1ea3i \u0111\u1ed1i ph\u00f3 v\u1edbi h\u00e0ng tri\u1ec7u ch\u01b0\u01a1ng tr\u00ecnh t\u1ef1 \u0111\u1ed9ng (bot) tr\u00ean c\u00e1c m\u1ea1ng m\u00e1y t\u00ednh to\u00e0n c\u1ea7u c\u0169ng nh\u01b0 h\u00e0ng t\u1ef7 thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i b\u1eb1ng c\u00f4ng ngh\u1ec7 Internet v\u1ea1n v\u1eadt (IoT) ho\u1ea1t \u0111\u1ed9ng nh\u01b0 c\u00e1c c\u1ea3m bi\u1ebfn thu th\u1eadp d\u1eef li\u1ec7u. Nh\u1eefng h\u1ec7 th\u1ed1ng \u0111ang ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n n\u00e0y c\u1ea7n c\u00f3 tr\u00ed th\u00f4ng minh c\u1ee7a ri\u00eang ch\u00fang \u0111\u1ec3 v\u1eadn h\u00e0nh, c\u00f3 ngh\u0129a l\u00e0 theo th\u1eddi gian ch\u00fang s\u1ebd tr\u1edf th\u00e0nh b\u00ean ti\u1ebfp nh\u1eadn ch\u00ednh th\u00f4ng tin t\u00ecnh b\u00e1o.<\/p>\n<p>H\u01a1n c\u1ea3 m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng s\u1ebd l\u00e0 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i m\u1ee5c ti\u00eau t\u00ecnh b\u00e1o sang nh\u1eafm v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u00e0nh, ngh\u0129a l\u00e0 khi m\u00e1y m\u00f3c b\u1eaft \u0111\u1ea7u theo d\u00f5i v\u00e0 \u0111\u00e1nh l\u1eeba c\u00e1c m\u00e1y kh\u00e1c. M\u1ed9t k\u1ecbch b\u1ea3n kh\u1ea3 d\u0129 trong t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn m\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 nhi\u1ec7m v\u1ee5 ph\u00e2n t\u00edch m\u1ed9t c\u00e2u h\u1ecfi c\u1ee5 th\u1ec3, ch\u1eb3ng h\u1ea1n nh\u01b0 li\u1ec7u k\u1ebb th\u00f9 c\u00f3 \u0111ang chu\u1ea9n b\u1ecb cho chi\u1ebfn tranh hay kh\u00f4ng. H\u1ec7 th\u1ed1ng th\u1ee9 hai do \u0111\u1ed1i th\u1ee7 v\u1eadn h\u00e0nh c\u00f3 th\u1ec3 c\u1ed1 t\u00ecnh \u0111\u01b0a ra d\u1eef li\u1ec7u g\u00e2y nhi\u1ec5u \u0111\u1ec3 l\u00e0m gi\u1ea3m kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch nh\u1eafm v\u00e0o h\u1ec7 th\u1ed1ng th\u1ee9 nh\u1ea5t. H\u1ec7 th\u1ed1ng th\u1ee9 nh\u1ea5t th\u1eadm ch\u00ed c\u00f3 th\u1ec3 nh\u1eadn bi\u1ebft \u0111\u01b0\u1ee3c th\u1ee7 \u0111o\u1ea1n n\u00e0y v\u00e0 lo\u1ea1i b\u1ecf d\u1eef li\u1ec7u sai l\u1ea1c trong khi v\u1eabn t\u1ecf ra n\u00f3 \u0111ang b\u1ecb \u0111\u00e1nh l\u1eeba, t\u1eeb \u0111\u00f3 \u0111\u00e1nh l\u1eeba l\u1ea1i h\u1ec7 th\u1ed1ng \u0111\u00e3 l\u1eeba n\u00f3. Lo\u1ea1i l\u1eeba d\u1ed1i gi\u1eefa gi\u00e1n \u0111i\u1ec7p v\u00e0 gi\u00e1n \u0111i\u1ec7p n\u00e0y lu\u00f4n l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o nh\u01b0ng n\u00f3 s\u1ebd s\u1edbm x\u1ea3y ra gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y m\u00f3c t\u1ef1 h\u00e0nh ho\u00e0n to\u00e0n. Trong m\u1ed9t v\u00f2ng th\u00f4ng tin kh\u00e9p k\u00edn nh\u01b0 v\u1eady, ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o v\u00e0 ho\u1ea1t \u0111\u1ed9ng ph\u1ea3n gi\u00e1n c\u00f3 th\u1ec3 di\u1ec5n ra m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<p>\u0110\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c \u0111\u00e2u l\u00e0 nguy c\u01a1, h\u00e3y xem x\u00e9t m\u1ed9t tr\u01b0\u1eddng h\u1ee3p t\u01b0\u01a1ng t\u1ef1 trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh. C\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch \u0111\u1ecbnh l\u01b0\u1ee3ng t\u1ed1c \u0111\u1ed9 cao (high-speed quantitative trading systems) s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i tr\u00ean th\u1ecb tr\u01b0\u1eddng ch\u1ee9ng kho\u00e1n to\u00e0n c\u1ea7u, ph\u00e2n t\u00edch l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u00e0 sau \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n giao d\u1ecbch ch\u1ec9 trong v\u00e0i micro gi\u00e2y. Con ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c n\u00e0y v\u1edbi l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u trong th\u1eddi gian nhanh nh\u01b0 v\u1eady. \u0110\u1ec3 kh\u00f4ng b\u1ecb t\u1ee5t l\u1ea1i ph\u00eda sau, ngay c\u1ea3 nh\u1eefng c\u00f4ng ty \u0111\u1ea7u t\u01b0 l\u1edbn nh\u1ea5t c\u0169ng ng\u00e0y c\u00e0ng ph\u1ea3i d\u1ef1a v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch \u0111\u1ecbnh l\u01b0\u1ee3ng tr\u00ean m\u00e1y t\u00ednh. \u0110\u1ec3 c\u1ea1nh tranh v\u1edbi nhau, c\u00e1c c\u01a1 quan t\u00ecnh b\u00e1o c\u0169ng s\u1ebd ng\u00e0y c\u00e0ng ph\u1ea3i d\u1ef1a nhi\u1ec1u h\u01a1n v\u00e0o c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u00e0nh.<\/p>\n<p><strong>C\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o thay \u0111\u1ed5i \u0111\u1ec3 th\u00edch \u1ee9ng<\/strong><\/p>\n<p>Khi m\u00e1y m\u00f3c d\u1ea7n \u0111\u00f3ng vai tr\u00f2 ch\u00ednh trong vi\u1ec7c thu th\u1eadp, ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd th\u00f4ng tin c\u0169ng nh\u01b0 tr\u1edf th\u00e0nh \u0111\u1ed1i t\u01b0\u1ee3ng nh\u1eafm \u0111\u1ebfn c\u1ee7a c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o, th\u00ec to\u00e0n b\u1ed9 c\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o Hoa K\u1ef3 s\u1ebd c\u1ea7n ph\u1ea3i ph\u00e1t tri\u1ec3n \u0111\u1ec3 theo k\u1ecbp s\u1ef1 thay \u0111\u1ed5i. S\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y ph\u1ea3i b\u1eaft \u0111\u1ea7u v\u1edbi nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 kh\u1ed5ng l\u1ed3 v\u00e0o l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a, b\u00ean c\u1ea1nh \u0111\u00f3 l\u00e0 nh\u1eefng thay \u0111\u1ed5i trong c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng cho ph\u00e9p c\u00e1c c\u01a1 quan c\u00f3 th\u1ec3 v\u1eeba x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u1eeba chuy\u1ec3n tr\u1ef1c ti\u1ebfp k\u1ebft qu\u1ea3 x\u1eed l\u00fd \u0111\u1ebfn c\u00e1c m\u00e1y m\u00f3c t\u1ef1 \u0111\u1ed9ng. V\u00ec tr\u00ean th\u1ef1c t\u1ebf, m\u1ecdi th\u1ee9 \u0111\u1ec1u \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i th\u00f4ng qua c\u00e1c m\u1ea1ng m\u00e1y t\u00ednh v\u00e0 \u0111i\u1ec1u n\u00e0y t\u1ea1o ra m\u1ed9t s\u1ed1 d\u1ea1ng d\u1eef li\u1ec7u ho\u1eb7c t\u00edn hi\u1ec7u \u0111i\u1ec7n t\u1eeb n\u00ean l\u0129nh v\u1ef1c t\u00ecnh b\u00e1o t\u00edn hi\u1ec7u (signals intelligence) c\u1ea7n ph\u1ea3i l\u00e0 trung t\u00e2m trong s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. V\u00e0 l\u0129nh v\u1ef1c t\u00ecnh b\u00e1o v\u1ec1 d\u1eef li\u1ec7u kh\u00f4ng gian \u0111\u1ecba l\u00fd (geospatial intelligence -GEOINT) c\u0169ng v\u1eady. Khi v\u1ec7 tinh v\u00e0 c\u00e1c lo\u1ea1i c\u1ea3m bi\u1ebfn xu\u1ea5t hi\u1ec7n ng\u00e0y c\u00e0ng d\u00e0y \u0111\u1eb7c, m\u1ecdi th\u1ee9 tr\u00ean tr\u00e1i \u0111\u1ea5t s\u1ebd s\u1edbm b\u1ecb theo d\u00f5i li\u00ean t\u1ee5c t\u1eeb tr\u00ean cao, m\u1ed9t tr\u1ea1ng th\u00e1i m\u00e0 Trung t\u00e2m nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n h\u00e0ng kh\u00f4ng v\u0169 tr\u1ee5 li\u00ean bang M\u1ef9 \u0111\u00e3 g\u1ecdi l\u00e0 \u201cTr\u1ea1ng th\u00e1i \u0111\u1ed9c nh\u1ea5t GEOINT\u201d (GEOINT Singularity). \u0110\u1ec3 c\u00f3 th\u1ec3 x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111ang \u0111\u01b0\u1ee3c t\u1ea1o ra, l\u0129nh v\u1ef1c t\u00ecnh b\u00e1o v\u1ec1 d\u1eef li\u1ec7u kh\u00f4ng gian \u0111\u1ecba l\u00fd c\u0169ng nh\u01b0 t\u00ecnh b\u00e1o t\u00edn hi\u1ec7u s\u1ebd c\u1ea7n ph\u1ea3i c\u1ea3i ti\u1ebfn nhanh ch\u00f3ng n\u0103ng l\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a m\u00ecnh.<\/p>\n<p>C\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o Hoa K\u1ef3 hi\u1ec7n \u0111\u01b0\u1ee3c chia theo c\u00e1c ch\u1ee9c n\u0103ng kh\u00e1c nhau, thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch c\u00e1c lo\u1ea1i th\u00f4ng tin t\u00ecnh b\u00e1o r\u1eddi r\u1ea1c, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u00f4ng tin d\u1ea1ng t\u00edn hi\u1ec7u ho\u1eb7c th\u00f4ng tin v\u1ec1 kh\u00f4ng gian \u0111\u1ecba l\u00fd. Cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 t\u00ecnh b\u00e1o c\u00f3 th\u1ec3 s\u1ebd bu\u1ed9c c\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o ph\u1ea3i xem x\u00e9t l\u1ea1i li\u1ec7u vi\u1ec7c ph\u00e2n chia nh\u01b0 v\u1eady c\u00f3 c\u00f2n h\u1ee3p l\u00fd hay kh\u00f4ng. Th\u00f4ng tin \u0111i\u1ec7n t\u1eeb v\u1eabn s\u1ebd l\u00e0 th\u00f4ng tin \u0111i\u1ec7n t\u1eeb cho d\u00f9 n\u00f3 \u0111\u1ebfn t\u1eeb m\u1ed9t v\u1ec7 tinh hay m\u1ed9t thi\u1ebft b\u1ecb s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 Internet v\u1ea1n v\u1eadt (IoT). S\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 ngu\u1ed3n g\u1ed1c kh\u00f4ng m\u1ea5y quan tr\u1ecdng n\u1ebfu kh\u00f4ng ai nghi\u00ean c\u1ee9u d\u1eef li\u1ec7u th\u00f4 v\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n ra c\u00e1c m\u1eabu h\u00ecnh c\u1ee7a t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u ngay l\u1eadp t\u1ee9c. T\u01b0\u01a1ng t\u1ef1, s\u1ef1 ph\u00e2n chia gi\u1eefa t\u00ecnh b\u00e1o d\u00e2n s\u1ef1 v\u00e0 t\u00ecnh b\u00e1o qu\u00e2n s\u1ef1 c\u0169ng s\u1ebd b\u1ecb x\u00f3a m\u1edd v\u00ec c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u00e2n s\u1ef1, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c h\u1ec7 th\u1ed1ng vi\u1ec5n th\u00f4ng, v\u1eabn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 h\u1ec7 th\u1ed1ng th\u00f4ng tin li\u00ean l\u1ea1c trong qu\u00e2n s\u1ef1. V\u1edbi nh\u1eefng th\u1ef1c t\u1ebf n\u00e0y, vi\u1ec7c t\u00e1ch bi\u1ec7t c\u00e1c ch\u1ee9c n\u0103ng t\u00ecnh b\u00e1o c\u00f3 th\u1ec3 c\u1ea3n tr\u1edf h\u01a1n l\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o.<\/p>\n<p>Cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 t\u00ecnh b\u00e1o c\u0169ng c\u00f3 th\u1ec3 \u0111\u1eb7t ra nhu c\u1ea7u th\u00e0nh l\u1eadp c\u00e1c t\u1ed5 ch\u1ee9c m\u1edbi. N\u1ebfu nh\u01b0 b\u1ea3n th\u00e2n con ng\u01b0\u1eddi t\u1eebng \u0111\u00f3ng vai tr\u00f2 ch\u00ednh trong ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o th\u00ec s\u1ef1 kh\u00e1c bi\u1ec7t \u0111\u00f3 gi\u1edd \u0111\u00e2y thu\u1ed9c v\u1ec1 thi\u1ebft b\u1ecb ch\u1eb3ng h\u1ea1n nh\u01b0 m\u1ed9t ph\u1ea7n m\u1ec1m, m\u1ed9t c\u1ea3m bi\u1ebfn hay m\u1ed9t m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i t\u1ef1 h\u00e0nh. C\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o s\u1ebd ng\u00e0y c\u00e0ng t\u1eadp trung v\u00e0o nh\u1eefng thi\u1ebft b\u1ecb n\u00e0y, ngh\u0129a l\u00e0 kh\u00f4ng ch\u1ec9 theo d\u00f5i b\u1ea3n th\u00e2n thi\u1ebft b\u1ecb m\u00e0 c\u00f2n theo d\u00f5i c\u00e1c nh\u00e0 thi\u1ebft k\u1ebf, nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 chu\u1ed7i cung \u1ee9ng s\u1ea3n xu\u1ea5t ra ch\u00fang. Trong t\u01b0\u01a1ng lai g\u1ea7n, vi\u1ec7c hi\u1ec3u bi\u1ebft v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u00f4ng ngh\u1ec7 t\u1ef1 h\u00e0nh, c\u00e1c chu\u1ed7i cung \u1ee9ng v\u00e0 v\u1ed1n \u0111\u1ea7u t\u01b0 m\u1ea1o hi\u1ec3m s\u1ebd quan tr\u1ecdng nh\u01b0 vi\u1ec7c hi\u1ec3u v\u1ec1 h\u1ec7 t\u01b0 t\u01b0\u1edfng ch\u00ednh th\u1ed1ng c\u1ee7a H\u1ed3i gi\u00e1o trong qu\u00e1 kh\u1ee9. Hoa K\u1ef3 c\u00f3 th\u1ec3 c\u1ea7n c\u00e1c t\u1ed5 ch\u1ee9c m\u1edbi \u0111\u1ec3 nghi\u00ean c\u1ee9u nh\u1eefng l\u0129nh v\u1ef1c n\u00e0y. \u1ede m\u1ee9c t\u1ed1i thi\u1ec3u, Hoa K\u1ef3 s\u1ebd c\u1ea7n ph\u1ea3i m\u1edf r\u1ed9ng c\u00e1c \u0111\u01a1n v\u1ecb t\u00ecnh b\u00e1o kinh t\u1ebf v\u00e0 c\u00f4ng ngh\u1ec7 hi\u1ec7n c\u00f3 gi\u1ed1ng nh\u01b0 \u0111\u00e3 t\u1eebng m\u1edf r\u1ed9ng c\u00e1c \u0111\u01a1n v\u1ecb ch\u1ed1ng kh\u1ee7ng b\u1ed1 sau v\u1ee5 11\/9.<\/p>\n<p>Khi c\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o Hoa K\u1ef3 ph\u00e1t tri\u1ec3n \u0111\u1ec3 theo k\u1ecbp cu\u1ed9c c\u00e1ch m\u1ea1ng, vi\u1ec7c c\u1ea7n l\u00e0m song song l\u00e0 ph\u1ea3i h\u1ea1n ch\u1ebf kh\u1ea3 n\u0103ng ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c \u0111\u1ed1i th\u1ee7, c\u1ee5 th\u1ec3 l\u00e0 l\u00e0m ch\u1eadm v\u00e0 ng\u0103n ch\u1eb7n \u0111\u1ed1i th\u1ee7 \u0111\u1ea1t \u0111\u01b0\u1ee3c n\u0103ng l\u1ef1c l\u00e0m ch\u1ee7 h\u1ec7 th\u1ed1ng t\u00ecnh b\u00e1o v\u1eadn h\u00e0nh b\u1edfi m\u00e1y m\u00f3c. Vi\u1ec7c c\u1ea3n tr\u1edf qu\u00e1 tr\u00ecnh thi\u1ebft k\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u00e0nh c\u0169ng nh\u01b0 c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a \u0111\u1ed1i th\u1ee7 s\u1ebd ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng. H\u00e0nh \u0111\u1ed9ng n\u00e0y s\u1ebd ph\u1ea3i \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh b\u00ed m\u1eadt, m\u1ed9t s\u1ed1 vi\u1ec7c s\u1ebd do m\u00e1y m\u00f3c \u0111\u1ea3m nh\u1eadn. V\u00ed d\u1ee5: Hoa K\u1ef3 c\u00f3 th\u1ec3 \u0111\u01b0a d\u1eef li\u1ec7u sai l\u1ea1c v\u00e0o h\u1ec7 th\u1ed1ng m\u00e1y h\u1ecdc c\u1ee7a \u0111\u1ed1i th\u1ee7 \u0111\u1ec3 \u0111\u00e1nh l\u1eeba ho\u1eb7c ng\u0103n ch\u1eb7n h\u1ec7 th\u1ed1ng AI c\u1ee7a \u0111\u1ed1i th\u1ee7 tr\u1edf n\u00ean m\u1ea1nh m\u1ebd h\u01a1n.<\/p>\n<p>Nh\u01b0ng c\u0169ng gi\u1ed1ng nh\u01b0 Hoa K\u1ef3 s\u1ebd nh\u1eafm m\u1ee5c ti\u00eau v\u00e0o AI v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u00e0nh c\u1ee7a \u0111\u1ed1i th\u1ee7, c\u01a1 quan t\u00ecnh b\u00e1o c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u0169ng s\u1ebd nh\u1eafm m\u1ee5c ti\u00eau v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng c\u1ee7a Hoa K\u1ef3. Do \u0111\u00f3, Hoa K\u1ef3 s\u1ebd c\u1ea7n ph\u1ea3i x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng ph\u00f2ng th\u1ee7 m\u1edbi v\u00e0 \u00e1p d\u1ee5ng nh\u1eefng h\u00ecnh th\u1ee9c ph\u1ea3n gi\u00e1n m\u1edbi. \u0110\u1ec3 c\u1ea1nh tranh, c\u00e1c nh\u00e2n vi\u00ean ph\u1ea3n gi\u00e1n ngo\u00e0i con m\u1eaft bi\u1ebft ph\u00e1t hi\u1ec7n th\u1ee7 \u0111o\u1ea1n c\u1ee7a \u0111\u1ed1i ph\u01b0\u01a1ng nh\u01b0 t\u1eeb tr\u01b0\u1edbc t\u1edbi gi\u1edd c\u00f2n c\u1ea7n c\u00f3 chuy\u00ean m\u00f4n v\u1ec1 kinh t\u1ebf v\u00e0 k\u1ef9 thu\u1eadt h\u01a1n bao gi\u1edd h\u1ebft. N\u00f3i chung, cu\u1ed9c c\u00e1ch m\u1ea1ng s\u1ebd l\u00e0m thay \u0111\u1ed5i m\u1ecdi c\u1ea5p \u0111\u1ed9 t\u1ed5 ch\u1ee9c c\u1ee7a ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o bao g\u1ed3m c\u00e1c c\u01a1 quan ph\u1ee5 tr\u00e1ch, vi\u1ec7c hu\u1ea5n luy\u1ec7n, c\u00f4ng ngh\u1ec7, c\u00e1ch th\u1ee9c v\u1eadn h\u00e0nh v\u00e0 ho\u1ea1t \u0111\u1ed9ng ph\u1ea3n gi\u00e1n.<\/p>\n<p><strong>Cu\u1ed9c c\u00e1ch m\u1ea1ng xu\u1ea5t ph\u00e1t t\u1eeb con ng\u01b0\u1eddi<\/strong><\/p>\n<p>Con ng\u01b0\u1eddi c\u00f3 th\u1ec3 kh\u00f4ng c\u00f2n \u0111\u00f3ng vai tr\u00f2 ch\u1ee7 \u0111\u1ea1o trong vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch th\u00f4ng tin t\u00ecnh b\u00e1o nh\u01b0ng m\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng c\u1ee7a n\u00f3 v\u1eabn l\u00e0 t\u00ecm hi\u1ec3u c\u00e1c ch\u00ednh ph\u1ee7, x\u00e3 h\u1ed9i v\u00e0 qu\u00e2n \u0111\u1ed9i do con ng\u01b0\u1eddi l\u00e3nh \u0111\u1ea1o. H\u01a1n n\u1eefa, con ng\u01b0\u1eddi s\u1ebd mang l\u1ea1i s\u1ef1 s\u00e1ng t\u1ea1o, s\u1ef1 \u0111\u1ed3ng c\u1ea3m, hi\u1ec3u bi\u1ebft v\u00e0 t\u01b0 duy chi\u1ebfn l\u01b0\u1ee3c cho ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o m\u00e0 m\u00e1y m\u00f3c kh\u00f3 c\u00f3 th\u1ec3 s\u00e1nh k\u1ecbp trong t\u01b0\u01a1ng lai g\u1ea7n. Do \u0111\u00f3, tr\u01b0\u1edfng c\u00e1c b\u1ed9 ph\u1eadn, nh\u00e2n vi\u00ean qu\u1ea3n l\u00fd m\u1ea1ng l\u01b0\u1edbi t\u00ecnh b\u00e1o v\u00e0 nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1eabn s\u1ebd c\u00f3 nh\u1eefng vai tr\u00f2 quan tr\u1ecdng trong t\u01b0\u01a1ng lai, tuy v\u1eady b\u1ea3n ch\u1ea5t c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd c\u00f3 th\u1ec3 thay \u0111\u1ed5i.<\/p>\n<p>Cu\u1ed9c c\u00e1ch m\u1ea1ng \u0111ang di\u1ec5n ra v\u00e0 c\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o c\u1ea7n ph\u1ea3i ch\u1ea5p nh\u1eadn v\u00e0 th\u00edch \u1ee9ng v\u1edbi n\u00f3. Vi\u1ec7c kh\u00f4ng th\u00edch \u1ee9ng tr\u01b0\u1edbc s\u1ef1 thay \u0111\u1ed5i \u0111\u00e3 t\u1eebng g\u00e2y ra th\u1ea3m h\u1ecda trong qu\u00e1 kh\u1ee9. V\u00ed d\u1ee5 nh\u01b0 khi H\u1ea3i qu\u00e2n Hoa K\u1ef3 kh\u00f4ng ch\u1ecbu thay th\u1ebf thi\u1ebft gi\u00e1p h\u1ea1m b\u1eb1ng t\u00e0u s\u00e2n bay th\u1eddi \u0111i\u1ec3m tr\u01b0\u1edbc Th\u1ebf chi\u1ebfn II. C\u00e1c th\u1ee7y th\u1ee7 d\u1eabn d\u1eaft H\u1ea3i qu\u00e2n \u0111\u00e3 kh\u00f4ng n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 l\u1edbn trong s\u1ee9c m\u1ea1nh kh\u00f4ng qu\u00e2n, th\u1ee9 \u0111\u00e3 cho ph\u00e9p Nh\u1eadt B\u1ea3n m\u1edf cu\u1ed9c t\u1ea5n c\u00f4ng t\u00e0n kh\u1ed1c v\u00e0o Tr\u00e2n Ch\u00e2u C\u1ea3ng. T\u01b0\u01a1ng t\u1ef1, c\u1ed9ng \u0111\u1ed3ng t\u00ecnh b\u00e1o ch\u1ee7 y\u1ebfu do c\u00e1c nh\u00e2n vi\u00ean t\u00ecnh b\u00e1o \u0111i\u1ec1u h\u00e0nh, h\u1ecd kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng c\u00f3 th\u1ec3 nh\u00ecn th\u1ea5y (ho\u1eb7c ch\u1ea5p nh\u1eadn) xu h\u01b0\u1edbng t\u1ea5t y\u1ebfu c\u1ee7a ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o do m\u00e1y \u0111\u1ea3m nh\u1eadn. C\u00e1c c\u01a1 quan t\u00ecnh b\u00e1o ph\u1ea3i ph\u00e1 b\u1ecf c\u00e1c r\u00e0o c\u1ea3n v\u0103n h\u00f3a, \u0111\u1ea7u t\u01b0 v\u00e0o c\u00f4ng ngh\u1ec7 v\u00e0 d\u00e0nh to\u00e0n b\u1ed9 ngu\u1ed3n l\u1ef1c cho ho\u1ea1t \u0111\u1ed9ng t\u00ecnh b\u00e1o s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a. N\u1ebfu Hoa K\u1ef3 kh\u00f4ng ch\u1ecbu thay \u0111\u1ed5i, c\u00f3 nguy c\u01a1 Trung Qu\u1ed1c ho\u1eb7c c\u00e1c \u0111\u1ed1i th\u1ee7 kh\u00e1c s\u1ebd \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i th\u1ebf v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7 m\u00e0 Washington s\u1ebd kh\u00f4ng th\u1ec3 v\u01b0\u1ee3t qua.<\/p>\n<p>BDN\n<p>Aufrufe: 233<\/p>","protected":false},"excerpt":{"rendered":"<p>Trong su\u1ed1t chi\u1ec1u d\u00e0i l\u1ecbch s\u1eed, con ng\u01b0\u1eddi v\u1eabn lu\u00f4n theo d\u00f5i l\u1eabn nhau. \u0110\u1ec3 t\u00ecm hi\u1ec3u nh\u1eefng g\u00ec ng\u01b0\u1eddi kh\u00e1c \u0111ang l\u00e0m ho\u1eb7c d\u1ef1 \u0111\u1ecbnh l\u00e0m, ng\u01b0\u1eddi ta gi\u00e1m s\u00e1t, theo d\u00f5i v\u00e0 nghe tr\u1ed9m b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 kh\u00f4ng ng\u1eebng c\u1ea3i ti\u1ebfn ch\u00fang, tuy v\u1eady n\u00f3 kh\u00f4ng bao gi\u1edd &#8230;<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[97,1,37],"tags":[156],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/posts\/7189"}],"collection":[{"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/comments?post=7189"}],"version-history":[{"count":1,"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/posts\/7189\/revisions"}],"predecessor-version":[{"id":7191,"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/posts\/7189\/revisions\/7191"}],"wp:attachment":[{"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/media?parent=7189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/categories?post=7189"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/east-sea.de\/vi\/wp-json\/wp\/v2\/tags?post=7189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}