{"id":20580,"date":"2021-06-19T10:00:00","date_gmt":"2021-06-19T03:00:00","guid":{"rendered":"https:\/\/adsplus.vn\/blog\/?p=20580"},"modified":"2023-12-15T09:25:19","modified_gmt":"2023-12-15T02:25:19","slug":"google-ai-bien-viec-tim-kiem-thanh-cuoc-tro-chuyen","status":"publish","type":"post","link":"https:\/\/adsplus.vn\/blog\/google-ai-bien-viec-tim-kiem-thanh-cuoc-tro-chuyen","title":{"rendered":"Google AI: bi\u1ebfn vi\u1ec7c t\u00ecm ki\u1ebfm th\u00e0nh cu\u1ed9c tr\u00f2 chuy\u1ec7n"},"content":{"rendered":"\n

G\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7 mu\u1ed1n s\u1ea3n ph\u1ea9m c\u1ed1t l\u00f5i c\u1ee7a m\u00ecnh suy ra \u00fd ngh\u0129a t\u1eeb ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. Tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi nhi\u1ec1u ph\u1ea7n \u2014 v\u00e0 tr\u00f4ng gi\u1ed1ng \u00e2m thanh c\u1ee7a tr\u1ee3 l\u00fd Google h\u01a1n. Do \u0111\u00f3, Google AI c\u00f3 l\u1ebd s\u1ebd l\u00e0 b\u01b0\u1edbc ngo\u1eb7c to l\u1edbn c\u1ee7a g\u00e3 kh\u1ed5ng l\u1ed3.<\/p>\n\n\n\n

\"google-ai-tim-kiem-khong-can-keywords\"<\/figure>\n\n\n\n

Google th\u01b0\u1eddng s\u1eed d\u1ee5ng h\u1ed9i ngh\u1ecb nh\u00e0 ph\u00e1t tri\u1ec3n h\u00e0ng n\u0103m, I \/ O. \u0110\u1ec3 gi\u1edbi thi\u1ec7u tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi m\u1ed9t y\u1ebfu t\u1ed1 \u0111\u00e1ng kinh ng\u1ea1c. V\u00e0o n\u0103m 2016, n\u00f3 \u0111\u00e3 gi\u1edbi thi\u1ec7u loa th\u00f4ng minh Google Home v\u1edbi Tr\u1ee3 l\u00fd Google. N\u0103m 2018, Duplex ra m\u1eaft \u0111\u1ec3 tr\u1ea3 l\u1eddi cu\u1ed9c g\u1ecdi v\u00e0 s\u1eafp x\u1ebfp cu\u1ed9c h\u1eb9n cho c\u00e1c doanh nghi\u1ec7p. \u0110\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi truy\u1ec1n th\u1ed1ng \u0111\u00f3, th\u00e1ng tr\u01b0\u1edbc, CEO Sundar Pichai \u0111\u00e3 gi\u1edbi thi\u1ec7u LaMDA. AI \u201c\u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 tr\u00f2 chuy\u1ec7n v\u1ec1 b\u1ea5t k\u1ef3 ch\u1ee7 \u0111\u1ec1 n\u00e0o\u201d.<\/p>\n\n\n\n

Trong m\u1ed9t b\u1ea3n demo tr\u00ean s\u00e2n kh\u1ea5u<\/strong><\/h3>\n\n\n\n

Pichai \u0111\u00e3 ch\u1ee9ng minh vi\u1ec7c tr\u00f2 chuy\u1ec7n v\u1edbi m\u1ed9t chi\u1ebfc m\u00e1y bay gi\u1ea5y v\u00e0 thi\u00ean th\u1ec3 sao Di\u00eam V\u01b0\u01a1ng l\u00e0 nh\u01b0 th\u1ebf n\u00e0o. \u0110\u1ed1i v\u1edbi m\u1ed7i truy v\u1ea5n, LaMDA tr\u1ea3 l\u1eddi b\u1eb1ng ba ho\u1eb7c b\u1ed1n c\u00e2u. N\u00f3 gi\u1ed1ng nh\u01b0 m\u1ed9t cu\u1ed9c tr\u00f2 chuy\u1ec7n t\u1ef1 nhi\u00ean gi\u1eefa hai ng\u01b0\u1eddi. Theo th\u1eddi gian, Pichai cho bi\u1ebft, LaMDA c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a Google. Bao g\u1ed3m tr\u1ee3 l\u00fd, kh\u00f4ng gian l\u00e0m vi\u1ec7c v\u00e0 quan tr\u1ecdng nh\u1ea5t l\u00e0 t\u00ecm ki\u1ebfm.<\/p>\n\n\n\n

Pichai n\u00f3i: \u201cCh\u00fang t\u00f4i tin r\u1eb1ng kh\u1ea3 n\u0103ng tr\u00f2 chuy\u1ec7n t\u1ef1 nhi\u00ean c\u1ee7a LaMDA. S\u1ebd c\u00f3 ti\u1ec1m n\u0103ng l\u00e0m cho th\u00f4ng tin v\u00e0 m\u00e1y t\u00ednh tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u00e0 d\u1ec5 s\u1eed d\u1ee5ng h\u01a1n.”<\/p>\n\n\n\n

Cu\u1ed9c tr\u00ecnh di\u1ec5n LaMDA cung c\u1ea5p m\u1ed9t c\u00e1nh c\u1eeda cho t\u1ea7m nh\u00ecn c\u1ee7a Google. \u0110\u1eb7c bi\u1ec7t v\u1ec1 t\u00ecm ki\u1ebfm v\u01b0\u1ee3t ra ngo\u00e0i danh s\u00e1ch c\u00e1c li\u00ean k\u1ebft. V\u00e0 c\u00f3 th\u1ec3 thay \u0111\u1ed5i c\u00e1ch h\u00e0ng t\u1ef7 ng\u01b0\u1eddi t\u00ecm ki\u1ebfm tr\u00ean web. T\u1ea7m nh\u00ecn \u0111\u00f3 t\u1eadp trung v\u00e0o AI c\u00f3 th\u1ec3 suy ra \u00fd ngh\u0129a t\u1eeb ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. Tham gia v\u00e0o cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u00e0 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi \u0111a di\u1ec7n nh\u01b0 m\u1ed9t chuy\u00ean gia.<\/p>\n\n\n\n

C\u0169ng t\u1ea1i I \/ O, Google \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t c\u00f4ng c\u1ee5 AI kh\u00e1c<\/strong><\/h2>\n\n\n\n

C\u00f3 t\u00ean l\u00e0 Multitask Unified Model (MUM), c\u00f3 th\u1ec3 xem x\u00e9t c\u00e1c t\u00ecm ki\u1ebfm b\u1eb1ng v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh. VP Prabhakar Raghavan cho bi\u1ebft m\u1ed9t ng\u00e0y n\u00e0o \u0111\u00f3 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ee5p \u1ea3nh m\u1ed9t \u0111\u00f4i gi\u00e0y. V\u00e0 h\u1ecfi c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm xem \u0111\u00f4i gi\u00e0y \u0111\u00f3 c\u00f3 ph\u00f9 h\u1ee3p \u0111\u1ec3 mang khi leo n\u00fai Ph\u00fa S\u0129 hay kh\u00f4ng.<\/p>\n\n\n\n

MUM t\u1ea1o ra k\u1ebft qu\u1ea3 tr\u00ean 75 ng\u00f4n ng\u1eef. M\u00e0 Google tuy\u00ean b\u1ed1 mang l\u1ea1i cho n\u00f3 s\u1ef1 hi\u1ec3u bi\u1ebft to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 th\u1ebf gi\u1edbi. M\u1ed9t b\u1ea3n demo tr\u00ean s\u00e2n kh\u1ea5u cho th\u1ea5y MUM s\u1ebd ph\u1ea3n h\u1ed3i nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ed1i v\u1edbi truy v\u1ea5n t\u00ecm ki\u1ebfm. \u201cT\u00f4i \u0111\u00e3 \u0111i b\u1ed9 \u0111\u01b0\u1eddng d\u00e0i tr\u00ean Mt. Adams v\u00e0 b\u00e2y gi\u1edd mu\u1ed1n t\u0103ng Mt. Fuji m\u00f9a thu t\u1edbi, t\u00f4i ph\u1ea3i l\u00e0m g\u00ec kh\u00e1c h\u01a1n? \u201d.<\/p>\n\n\n\n

Truy v\u1ea5n t\u00ecm ki\u1ebfm \u0111\u00f3 \u0111\u01b0\u1ee3c di\u1ec5n gi\u1ea3i kh\u00e1c v\u1edbi b\u1ea1n c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm tr\u00ean Google ng\u00e0y nay. V\u00ec MUM c\u00f3 ngh\u0129a l\u00e0 \u0111\u1ec3 gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng t\u00ecm ki\u1ebfm c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u00ecm c\u00e2u tr\u1ea3 l\u1eddi. MUM c\u00f3 th\u1ec3 t\u00f3m t\u1eaft v\u00e0 t\u1ea1o v\u0103n b\u1ea3n. N\u00f3 s\u1ebd bi\u1ebft so s\u00e1nh N\u00fai Adams v\u1edbi N\u00fai Ph\u00fa S\u0129. V\u00e0 qu\u00e1 tr\u00ecnh chu\u1ea9n b\u1ecb chuy\u1ebfn \u0111i c\u00f3 th\u1ec3 y\u00eau c\u1ea7u k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm v\u1ec1 \u0111\u00e0o t\u1ea1o th\u1ec3 d\u1ee5c. Hay \u0111\u1ec1 xu\u1ea5t d\u1ee5ng c\u1ee5 \u0111i b\u1ed9 \u0111\u01b0\u1eddng d\u00e0i v\u00e0 d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft.<\/p>\n\n\n\n

B\u00e0i b\u00e1o c\u00f3 ti\u00eau \u0111\u1ec1 \u201cSuy ngh\u0129 l\u1ea1i v\u1ec1 t\u00ecm ki\u1ebfm: L\u00e0m cho c\u00e1c chuy\u00ean gia kh\u00f4ng c\u00f2n bi\u1ebft \u0111\u1ebfn\u201d. <\/strong><\/h3>\n\n\n\n

N\u00f3 \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n v\u00e0o th\u00e1ng tr\u01b0\u1edbc, b\u1ed1n k\u1ef9 s\u01b0 t\u1eeb Google Research \u0111\u00e3 h\u00ecnh dung t\u00ecm ki\u1ebfm nh\u01b0 m\u1ed9t cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1edbi c\u00e1c chuy\u00ean gia v\u1ec1 con ng\u01b0\u1eddi. <\/p>\n\n\n\n

M\u1ed9t v\u00ed d\u1ee5 trong b\u00e0i b\u00e1o xem x\u00e9t vi\u1ec7c t\u00ecm ki\u1ebfm “R\u01b0\u1ee3u vang \u0111\u1ecf c\u00f3 nh\u1eefng l\u1ee3i \u00edch v\u00e0 r\u1ee7i ro n\u00e0o \u0111\u1ed1i v\u1edbi s\u1ee9c kh\u1ecfe?”. Google tr\u1ea3 l\u1eddi b\u1eb1ng m\u1ed9t danh s\u00e1ch c\u00e1c g\u1ea1ch \u0111\u1ea7u d\u00f2ng. B\u00e0i b\u00e1o cho th\u1ea5y m\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi trong t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 gi\u1ed1ng m\u1ed9t \u0111o\u1ea1n v\u0103n. N\u00f3 n\u00f3i r\u1eb1ng r\u01b0\u1ee3u vang \u0111\u1ecf th\u00fac \u0111\u1ea9y s\u1ee9c kh\u1ecfe tim m\u1ea1ch nh\u01b0ng l\u00e0m \u1ed1 r\u0103ng c\u1ee7a b\u1ea1n. Ho\u00e0n ch\u1ec9nh v\u1edbi c\u00e1c \u0111\u1ec1 c\u1eadp \u0111\u1ebfn v\u00e0 li\u00ean k\u1ebft \u0111\u1ebfn c\u00e1c ngu\u1ed3n th\u00f4ng tin. <\/p>\n\n\n\n

B\u00e0i b\u00e1o hi\u1ec3n th\u1ecb c\u00e2u tr\u1ea3 l\u1eddi d\u01b0\u1edbi d\u1ea1ng v\u0103n b\u1ea3n. Nh\u01b0ng c\u0169ng d\u1ec5 d\u00e0ng h\u00ecnh dung c\u00e2u tr\u1ea3 l\u1eddi b\u1eb1ng mi\u1ec7ng. Gi\u1ed1ng nh\u01b0 tr\u1ea3i nghi\u1ec7m ng\u00e0y nay v\u1edbi Tr\u1ee3 l\u00fd Google.<\/p>\n\n\n\n

Nh\u01b0ng vi\u1ec7c d\u1ef1a nhi\u1ec1u h\u01a1n v\u00e0o Google AI \u0111\u1ec3 gi\u1ea3i m\u00e3 v\u0103n b\u1ea3n c\u0169ng mang l\u1ea1i r\u1ee7i ro<\/strong><\/h3>\n\n\n\n

B\u1edfi v\u00ec m\u00e1y t\u00ednh v\u1eabn ph\u1ea3i v\u1eadt l\u1ed9n \u0111\u1ec3 hi\u1ec3u ng\u00f4n ng\u1eef v\u1edbi t\u1ea5t c\u1ea3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a n\u00f3. AI ti\u00ean ti\u1ebfn nh\u1ea5t cho c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 t\u1ea1o v\u0103n b\u1ea3n ho\u1eb7c tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi. \u0110\u01b0\u1ee3c g\u1ecdi l\u00e0 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn. N\u00f3 \u0111\u00e3 cho th\u1ea5y xu h\u01b0\u1edbng khu\u1ebfch \u0111\u1ea1i s\u1ef1 thi\u00ean v\u1ecb v\u00e0 t\u1ea1o ra v\u0103n b\u1ea3n kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc ho\u1eb7c \u0111\u1ed9c h\u1ea1i. M\u1ed9t m\u00f4 h\u00ecnh nh\u01b0 v\u1eady, OpenAI\u2019s GPT-3. \u0110\u00e3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o c\u00e1c c\u00e2u chuy\u1ec7n t\u01b0\u01a1ng t\u00e1c cho c\u00e1c nh\u00e2n v\u1eadt ho\u1ea1t h\u00ecnh. <\/p>\n\n\n\n

L\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a b\u00e0i b\u00e1o v\u00e0 b\u1ea3n tr\u00ecnh di\u1ec5n \u0111\u01b0\u1ee3c \u0111\u0103ng tr\u1ef1c tuy\u1ebfn v\u00e0o n\u0103m ngo\u00e1i. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1eeb MIT, Intel v\u00e0 Facebook \u0111\u00e3 ph\u00e1t hi\u1ec7n ra r\u1eb1ng. C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn th\u1ec3 hi\u1ec7n th\u00e0nh ki\u1ebfn d\u1ef1a tr\u00ean nh\u1eefng \u0111\u1ecbnh ki\u1ebfn v\u1ec1 ch\u1ee7ng t\u1ed9c, gi\u1edbi t\u00ednh, t\u00f4n gi\u00e1o v\u00e0 ngh\u1ec1 nghi\u1ec7p.<\/p>\n\n\n\n

Rachael Tatman, nh\u00e0 ng\u00f4n ng\u1eef h\u1ecdc c\u00f3 b\u1eb1ng ti\u1ebfn s\u0129 v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/strong><\/h3>\n\n\n\n

N\u00f3i r\u1eb1ng khi v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00e1c m\u00f4 h\u00ecnh n\u00e0y ng\u00e0y c\u00e0ng thuy\u1ebft ph\u1ee5c. N\u00f3 c\u00f3 th\u1ec3 khi\u1ebfn m\u1ecdi ng\u01b0\u1eddi tin r\u1eb1ng h\u1ecd \u0111ang n\u00f3i chuy\u1ec7n v\u1edbi AI hi\u1ec3u \u0111\u01b0\u1ee3c \u00fd ngh\u0129a c\u1ee7a nh\u1eefng t\u1eeb m\u00e0 n\u00f3 t\u1ea1o ra. Trong khi tr\u00ean th\u1ef1c t\u1ebf, n\u00f3 kh\u00f4ng c\u00f3 s\u1ef1 hi\u1ec3u bi\u1ebft th\u00f4ng th\u01b0\u1eddng v\u1ec1 th\u1ebf gi\u1edbi. <\/p>\n\n\n\n

\u0110\u00f3 c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 khi n\u00f3 t\u1ea1o ra v\u0103n b\u1ea3n \u0111\u1ed9c h\u1ea1i. C\u00f3 th\u1ec3 \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi khuy\u1ebft t\u1eadt ho\u1eb7c ng\u01b0\u1eddi theo \u0111\u1ea1o H\u1ed3i ho\u1eb7c y\u00eau c\u1ea7u m\u1ecdi ng\u01b0\u1eddi t\u1ef1 t\u1eed. Khi l\u1edbn l\u00ean, Tatman nh\u1edb l\u1ea1i \u0111\u00e3 \u0111\u01b0\u1ee3c m\u1ed9t th\u1ee7 th\u01b0 d\u1ea1y c\u00e1ch \u0111\u00e1nh gi\u00e1 t\u00ednh h\u1ee3p l\u1ec7 c\u1ee7a c\u00e1c k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm tr\u00ean Google. C\u00f4 n\u00f3i, n\u1ebfu Google k\u1ebft h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn v\u1edbi t\u00ecm ki\u1ebfm. Ng\u01b0\u1eddi d\u00f9ng s\u1ebd ph\u1ea3i h\u1ecdc c\u00e1ch \u0111\u00e1nh gi\u00e1 c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1edbi AI chuy\u00ean gia.<\/p>\n\n\n\n

Google AI l\u00e0 m\u1ed9t c\u00f4ng ty \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean PageRank<\/strong><\/h2>\n\n\n
\n
\"Google<\/figure><\/div>\n\n\n

M\u1ed9t thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c t\u1ea1o ra t\u1eeb nghi\u00ean c\u1ee9u c\u1ee7a hai ng\u01b0\u1eddi \u0111\u1ed3ng s\u00e1ng l\u1eadp c\u00f4ng ty l\u00e0 Larry Page v\u00e0 Sergey Brin v\u00e0o cu\u1ed1i nh\u1eefng n\u0103m 1990. N\u00f3 d\u1ef1a v\u00e0o l\u1eadp ch\u1ec9 m\u1ee5c, m\u1ed9t qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 s\u1eafp x\u1ebfp v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00e1c trang web. Theo th\u1eddi gian, Google \u0111\u00e3 k\u1ebft h\u1ee3p S\u01a1 \u0111\u1ed3 tri th\u1ee9c c\u1ee7a m\u00ecnh. M\u1ed9t kho d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u2014 v\u00e0o k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm.<\/p>\n\n\n\n

G\u1ea7n \u0111\u00e2y h\u01a1n, Google \u0111\u00e3 k\u1ebft h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef v\u00e0o c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi t\u00ecm ki\u1ebfm c\u1ee7a m\u00ecnh. V\u00e0o n\u0103m 2019, c\u00f4ng ty \u0111\u00e3 \u0111\u01b0a m\u1ed9t m\u00f4 h\u00ecnh m\u00e0 h\u1ecd g\u1ecdi l\u00e0 BERT v\u00e0o t\u00ecm ki\u1ebfm. \u0110\u1ec3 tr\u1ea3 l\u1eddi c\u00e1c truy v\u1ea5n t\u00ecm ki\u1ebfm tr\u00f2 chuy\u1ec7n. Hay \u0111\u1ec1 xu\u1ea5t t\u00ecm ki\u1ebfm v\u00e0 t\u00f3m t\u1eaft v\u0103n b\u1ea3n xu\u1ea5t hi\u1ec7n b\u00ean d\u01b0\u1edbi k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm. <\/p>\n\n\n\n

V\u00e0o th\u1eddi \u0111i\u1ec3m \u0111\u00f3, ph\u00f3 ch\u1ee7 t\u1ecbch Google Pandu Nayak g\u1ecdi \u0111\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn l\u1edbn nh\u1ea5t trong l\u0129nh v\u1ef1c t\u00ecm ki\u1ebfm trong 5 n\u0103m. V\u00e0 l\u00e0 \u201cm\u1ed9t trong nh\u1eefng b\u01b0\u1edbc ti\u1ebfn l\u1edbn nh\u1ea5t trong l\u1ecbch s\u1eed t\u00ecm ki\u1ebfm\u201d. BERT c\u0169ng cung c\u1ea5p k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm cho Microsoft\u2019s Bing.<\/p>\n\n\n\n

S\u1ef1 ra \u0111\u1eddi c\u1ee7a BERT v\u00e0o n\u0103m 2018 \u0111\u00e3 kh\u1edfi \u0111\u1ed9ng m\u1ed9t cu\u1ed9c \u0111ua gi\u1eefa nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7<\/strong><\/h3>\n\n\n\n

Nh\u1eb1m t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn h\u01a1n bao gi\u1edd h\u1ebft v\u00e0 cao h\u01a1n n\u1eefa trong b\u1ea3ng x\u1ebfp h\u1ea1ng hi\u1ec7u su\u1ea5t ph\u1ed5 bi\u1ebfn. Nh\u01b0 GLUE trong c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 hi\u1ec3u ng\u00f4n ng\u1eef ho\u1eb7c tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi. <\/p>\n\n\n\n

Ngay sau \u0111\u00f3, Baidu gi\u1edbi thi\u1ec7u Ernie, Nvidia s\u1ea3n xu\u1ea5t Megatron, Microsoft s\u1ea3n xu\u1ea5t T-NLG v\u00e0 OpenAI t\u1ea1o ra GPT-3. C\u00e1c k\u1ef9 s\u01b0 th\u01b0\u1eddng \u0111\u00e1nh gi\u00e1 c\u00e1c m\u00f4 h\u00ecnh n\u00e0y b\u1eb1ng s\u1ed1 l\u01b0\u1ee3ng th\u00f4ng s\u1ed1. M\u1ed9t ph\u00e9p \u0111o k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c n\u01a1-ron nh\u00e2n t\u1ea1o trong m\u1ed9t h\u1ec7 th\u1ed1ng h\u1ecdc s\u00e2u. <\/p>\n\n\n\n

BERT bao g\u1ed3m h\u00e0ng tr\u0103m tri\u1ec7u tham s\u1ed1, v\u00e0 GPT-3 c\u00f3 175 t\u1ef7. V\u00e0o th\u00e1ng 1, Google \u0111\u00e3 ph\u00e1t h\u00e0nh m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef 1 ngh\u00ecn t\u1ef7 tham s\u1ed1. T\u1ea1i s\u1ef1 ki\u1ec7n I \/ O c\u1ee7a Google, Raghavan \u0111\u00e3 g\u1ecdi MUM m\u1ea1nh g\u1ea5p 1.000 l\u1ea7n so v\u1edbi BERT d\u1ef1a tr\u00ean s\u1ed1 l\u01b0\u1ee3ng tham s\u1ed1.<\/p>\n\n\n\n

Trong b\u00e0i b\u00e1o \u201cT\u00ecm ki\u1ebfm suy ngh\u0129 l\u1ea1i\u201d.<\/strong><\/h3>\n\n\n\n

C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u1ee7a Google AI g\u1ecdi vi\u1ec7c l\u1eadp ch\u1ec9 m\u1ee5c l\u00e0 quy tr\u00ecnh t\u00ecm ki\u1ebfm hi\u1ec7n \u0111\u1ea1i. Nh\u01b0ng h\u1ecd h\u00ecnh dung vi\u1ec7c lo\u1ea1i b\u1ecf vi\u1ec7c l\u1eadp ch\u1ec9 m\u1ee5c. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef ng\u00e0y c\u00e0ng l\u1edbn h\u01a1n c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c nhi\u1ec1u truy v\u1ea5n h\u01a1n.<\/p>\n\n\n\n

V\u00ed d\u1ee5: S\u01a1 \u0111\u1ed3 tri th\u1ee9c c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi cho c\u00e1c c\u00e2u h\u1ecfi th\u1ef1c t\u1ebf. Nh\u01b0ng n\u00f3 ch\u1ec9 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean m\u1ed9t ph\u1ea7n nh\u1ecf c\u1ee7a web. S\u1eed d\u1ee5ng m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u1eeb nhi\u1ec1u trang web h\u01a1n. S\u1ebd cho ph\u00e9p c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm \u0111\u01b0a ra \u0111\u1ec1 xu\u1ea5t, truy xu\u1ea5t t\u00e0i li\u1ec7u, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u00e0 ho\u00e0n th\u00e0nh nhi\u1ec1u t\u00e1c v\u1ee5. C\u00e1c t\u00e1c gi\u1ea3 c\u1ee7a b\u00e0i b\u00e1o T\u00ecm ki\u1ebfm suy ngh\u0129 l\u1ea1i n\u00f3i r\u1eb1ng. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u00f3 ti\u1ec1m n\u0103ng t\u1ea1o ra m\u1ed9t \u201cs\u1ef1 thay \u0111\u1ed5i mang t\u00ednh chuy\u1ec3n \u0111\u1ed5i trong t\u01b0 duy\u201d.<\/p>\n\n\n\n

M\u1ed9t m\u00f4 h\u00ecnh nh\u01b0 v\u1eady kh\u00f4ng t\u1ed3n t\u1ea1i. Tr\u00ean th\u1ef1c t\u1ebf, c\u00e1c t\u00e1c gi\u1ea3 cho bi\u1ebft n\u00f3 c\u00f3 th\u1ec3 y\u00eau c\u1ea7u t\u1ea1o ra tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00f3i chung. Ho\u1eb7c nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 truy xu\u1ea5t th\u00f4ng tin v\u00e0 h\u1ecdc m\u00e1y. Trong s\u1ed1 nh\u1eefng th\u1ee9 kh\u00e1c, h\u1ecd mu\u1ed1n c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi \u0111\u1ec3 cung c\u1ea5p c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi c\u00f3 th\u1ea9m quy\u1ec1n t\u1eeb nhi\u1ec1u quan \u0111i\u1ec3m kh\u00e1c nhau. Ti\u1ebft l\u1ed9 r\u00f5 r\u00e0ng c\u00e1c ngu\u1ed3n c\u1ee7a n\u00f3 v\u00e0 ho\u1ea1t \u0111\u1ed9ng kh\u00f4ng thi\u00ean v\u1ecb.<\/p>\n\n\n\n

Ng\u01b0\u1eddi ph\u00e1t ng\u00f4n c\u1ee7a Google \u0111\u00e3 m\u00f4 t\u1ea3 LaMDA v\u00e0 MUM l\u00e0 m\u1ed9t ph\u1ea7n trong nghi\u00ean c\u1ee9u c\u1ee7a Google<\/strong> AI<\/h3>\n\n\n\n

Nghi\u00ean c\u1ee9u v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef th\u1ebf h\u1ec7 ti\u1ebfp theo. V\u00e0 cho bi\u1ebft MUM \u0111ang ti\u1ebfn h\u00e0nh c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh th\u1eed nghi\u1ec7m n\u1ed9i b\u1ed9. N\u00f3 s\u1ebd gi\u00fap m\u1ecdi ng\u01b0\u1eddi c\u00f3 th\u1eafc m\u1eafc v\u1ec1 h\u00e0ng t\u1ef7 ch\u1ee7 \u0111\u1ec1. Khi \u0111\u01b0\u1ee3c h\u1ecfi v\u1ec1 b\u00e0i b\u00e1o \u201cT\u00ecm ki\u1ebfm l\u1ea1i suy ngh\u0129\u201d v\u00e0 m\u1ed1i quan h\u1ec7 c\u1ee7a n\u00f3 v\u1edbi LaMDA v\u00e0 MUM. Ng\u01b0\u1eddi ph\u00e1t ng\u00f4n cho bi\u1ebft Google Research kh\u00f4ng \u0111\u1eb7t ra h\u01b0\u1edbng \u0111i cho c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a Google. V\u00e0 c\u00f4ng ngh\u1ec7 m\u00e1y h\u1ecdc ti\u1ebfn v\u00e0o c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a Google. Nh\u01b0 t\u00ecm ki\u1ebfm th\u01b0\u1eddng b\u1ed5 sung thay v\u00ec thay th\u1ebf c\u00e1c s\u1ea3n ph\u1ea9m hi\u1ec7n c\u00f3.<\/p>\n\n\n\n

B\u1ea5t k\u1ef3 thay \u0111\u1ed5i n\u00e0o trong thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm c\u1ee7a Google. Ch\u1eafc ch\u1eafn s\u1ebd \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ho\u1ea1t \u0111\u1ed9ng kinh doanh qu\u1ea3ng c\u00e1o c\u1ed1t l\u00f5i c\u1ee7a Google. V\u1ed1n \u0111\u00e3 t\u1ea1o ra doanh thu 147 t\u1ef7 \u0111\u00f4 la v\u00e0o n\u0103m ngo\u00e1i. C\u1ed1 v\u1ea5n t\u00ecm ki\u1ebfm Michael Blumenthal cho bi\u1ebft cu\u1ed9c tr\u00ecnh di\u1ec5n MUM v\u1ec1 gi\u00e0y \u0111i b\u1ed9 \u0111\u01b0\u1eddng d\u00e0i. \u0110\u00e3 cho th\u1ea5y Google AI mu\u1ed1n \u0111\u00f3ng m\u1ed9t vai tr\u00f2 l\u1edbn h\u01a1n n\u1eefa trong vi\u1ec7c k\u1ebft n\u1ed1i doanh nghi\u1ec7p v\u1edbi ng\u01b0\u1eddi ti\u00eau d\u00f9ng. <\/p>\n\n\n\n

Trong m\u1ed9t thay \u0111\u1ed5i kh\u00e1c v\u00e0o th\u00e1ng tr\u01b0\u1edbc. Google \u0111\u00e3 gi\u1edbi thi\u1ec7u t\u00edch h\u1ee3p Shopify \u0111\u1ec3 \u0111\u01b0a h\u00e0ng h\u00f3a c\u1ee7a 1,7 tri\u1ec7u ng\u01b0\u1eddi b\u00e1n v\u00e0o t\u00ecm ki\u1ebfm. C\u00e1c c\u00f4ng ty giao \u0111\u1ed3 \u0103n DoorDash v\u00e0 Postmate \u0111\u00e3 nh\u1eadp k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm v\u00e0o n\u0103m 2019.<\/p>\n\n\n\n

Blumenthal, ng\u01b0\u1eddi \u0111\u00e3 t\u01b0 v\u1ea5n cho c\u00e1c doanh nghi\u1ec7p v\u1ec1 chi\u1ebfn l\u01b0\u1ee3c t\u00ecm ki\u1ebfm trong 20 n\u0103m. L\u01b0u \u00fd r\u1eb1ng k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm c\u1ee7a Google \u0111\u00e3 ph\u00e1t tri\u1ec3n t\u1eeb danh s\u00e1ch c\u00e1c li\u00ean k\u1ebft do PageRank cung c\u1ea5p. \u0110\u1ec3 bao g\u1ed3m qu\u1ea3ng c\u00e1o, b\u1ea3ng tri th\u1ee9c, b\u1ea3n \u0111\u1ed3, video v\u00e0 th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng.<\/p>\n\n\n\n

S\u1ef1 thay \u0111\u1ed5i \u0111\u00f3 \u0111\u00e3 d\u1eabn \u0111\u1ebfn s\u1ef1 gia t\u0103ng c\u1ee7a vi\u1ec7c t\u00ecm ki\u1ebfm kh\u00f4ng nh\u1ea5p chu\u1ed9t. <\/strong><\/h3>\n\n\n\n

Tr\u01b0\u1eddng h\u1ee3p m\u1ecdi ng\u01b0\u1eddi kh\u00f4ng c\u00f2n nh\u1ea5p qua trang web \u0111\u1ec3 k\u1ebft th\u00fac t\u00ecm ki\u1ebfm tr\u00ean web. \u0110i\u1ec1u n\u00e0y mang l\u1ea1i cho Google AI kh\u1ea3 n\u0103ng thu \u0111\u01b0\u1ee3c doanh thu qu\u1ea3ng c\u00e1o. M\u00e0 ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng c\u1ea7n r\u1eddi kh\u1ecfi Google \u0111\u1ec3 truy c\u1eadp ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a web. <\/p>\n\n\n\n

C\u00f4ng ty d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt s\u1ed1 Similarweb \u01b0\u1edbc t\u00ednh r\u1eb1ng. Ng\u01b0\u1eddi d\u00f9ng \u0111\u00e3 kh\u00f4ng nh\u1ea5p qua m\u1ed9t trang kh\u00e1c tr\u00ean g\u1ea7n hai ph\u1ea7n ba s\u1ed1 l\u01b0\u1ee3t t\u00ecm ki\u1ebfm tr\u00ean Google v\u00e0o n\u0103m ngo\u00e1i. T\u1ef7 l\u1ec7 nh\u1ea5p chu\u1ed9t \u0111\u1eb7c bi\u1ec7t th\u1ea5p tr\u00ean thi\u1ebft b\u1ecb di \u0111\u1ed9ng.<\/p>\n\n\n\n

\u201cT\u1eeb n\u01a1i t\u00f4i ng\u1ed3i, tham v\u1ecdng c\u1ee7a h\u1ecd l\u1edbn h\u01a1n nhi\u1ec1u so v\u1edbi th\u1ebf gi\u1edbi qu\u1ea3ng c\u00e1o hi\u1ec3n th\u1ecb h\u00ecnh \u1ea3nh\u201d. Blumenthal n\u00f3i v\u1ec1 nh\u1eefng thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi t\u00ecm ki\u1ebfm \u0111ang \u0111\u01b0\u1ee3c Google xem x\u00e9t. “H\u1ecd th\u00edch k\u1ebft n\u1ed1i c\u00e1c b\u00ean \u0111\u1ec3 giao d\u1ecbch. V\u00ec v\u1eady t\u00f4i th\u1ea5y \u0111i\u1ec1u n\u00e0y ch\u1ec9 l\u00e0 t\u0103ng c\u01b0\u1eddng \u0111i\u1ec1u \u0111\u00f3 v\u00f4 c\u00f9ng.”<\/p>\n\n\n\n

Nh\u1eefng thay \u0111\u1ed5i nh\u1ea5n m\u1ea1nh v\u00e0o t\u00ecm ki\u1ebfm b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean ho\u1eb7c h\u00ecnh \u1ea3nh. C\u00f3 th\u1ec3 khi\u1ebfn ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng t\u1eadp trung v\u00e0o t\u1eeb kh\u00f3a. V\u00e0 c\u0169ng l\u00e0m gi\u00e1n \u0111o\u1ea1n ho\u1ea1t \u0111\u1ed9ng kinh doanh h\u00e0ng t\u1ef7 \u0111\u00f4 la c\u1ee7a vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm. N\u01a1i c\u00e1c doanh nghi\u1ec7p c\u1ea1nh tranh \u0111\u1ec3 xu\u1ea5t hi\u1ec7n g\u1ea7n h\u01a1n v\u1edbi \u0111\u1ea7u k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm.<\/p>\n\n\n\n

M\u1ed9t s\u1ed1 c\u00f4ng ty t\u1ed1i \u01b0u h\u00f3a t\u00ecm ki\u1ebfm \u0111\u00e3 v\u00e0 \u0111ang chu\u1ea9n b\u1ecb cho t\u01b0\u01a1ng lai ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/strong><\/h3>\n\n\n\n

Copysmith.ai, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i Birmingham, Alabama. S\u1eed d\u1ee5ng GPT-3 \u0111\u1ec3 t\u1ea1o th\u1ebb meta SEO<\/a> cho c\u00e1c trang web. Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh Shegun Otulana cho bi\u1ebft. C\u00f4ng ty kh\u00f4ng coi nh\u1eefng \u0111\u1ed9ng th\u00e1i g\u1ea7n \u0111\u00e2y c\u1ee7a Google. \u201c \u0110\u00e2y l\u00e0 m\u1ed9t m\u1ed1i \u0111e d\u1ecda, m\u00e0 l\u00e0 nh\u1eefng ti\u1ebfn b\u1ed9 h\u01a1n n\u1eefa cho to\u00e0n b\u1ed9 kh\u00f4ng gian AI. N\u00f3 kh\u1eb3ng \u0111\u1ecbnh ch\u00fang t\u00f4i \u0111ang \u0111i \u0111\u00fang h\u01b0\u1edbng \u201d.<\/p>\n\n\n\n

Blumenthal cho bi\u1ebft c\u00e1c th\u00f4ng b\u00e1o I \/ O ph\u1ee9c t\u1ea1p c\u00f3 th\u1ec3 m\u1ea5t nhi\u1ec1u n\u0103m \u0111\u1ec3 th\u1ef1c hi\u1ec7n l\u1eddi h\u1ee9a c\u1ee7a h\u1ecd. Nh\u01b0ng ng\u00e0y c\u00e0ng r\u00f5 r\u00e0ng r\u1eb1ng Google AI mu\u1ed1n kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c d\u1eef ki\u1ec7n v\u00e0 li\u00ean k\u1ebft. V\u00e0 gi\u1ed1ng nh\u01b0 m\u1ed9t chuy\u00ean gia c\u00f3 kh\u1ea3 n\u0103ng tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi ph\u1ee9c t\u1ea1p. \u201cC\u00e2u h\u1ecfi duy nh\u1ea5t l\u00e0 khi n\u00e0o h\u1ecd s\u1ebd \u0111\u1ebfn \u0111\u00f3,\u201d anh n\u00f3i.<\/p>\n\n\n\n

C\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a Google AI \u0111\u1ed1i v\u1edbi c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn<\/strong><\/h3>\n\n\n\n

\u0110\u00e2y nh\u01b0 m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c kinh doanh v\u00e0 tr\u1ecdng t\u00e2m nghi\u00ean c\u1ee9u \u0111\u00e3 d\u1eabn \u0111\u1ebfn xung \u0111\u1ed9t trong n\u1ed9i b\u1ed9 c\u00f4ng ty. \u0110\u00e1ng ch\u00fa \u00fd nh\u1ea5t, hai c\u1ef1u c\u1ed1 v\u1ea5n c\u1ee7a nh\u00f3m AI \u0111\u1ea1o \u0111\u1ee9c c\u1ee7a Google. Timnit Gebru v\u00e0 Margaret Mitchell, \u0111\u00e3 b\u1ecb bu\u1ed9c th\u00f4i vi\u1ec7c. Sau khi \u0111\u1ed3ng t\u00e1c gi\u1ea3 m\u1ed9t b\u00e0i b\u00e1o n\u00eau r\u00f5 nh\u1eefng lo ng\u1ea1i v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh nh\u01b0 v\u1eady. <\/p>\n\n\n\n

Trong s\u1ed1 nh\u1eefng \u0111i\u1ec1u kh\u00e1c, b\u00e0i b\u00e1o tr\u00edch d\u1eabn nghi\u00ean c\u1ee9u cho th\u1ea5y r\u1eb1ng. C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn k\u00e9o d\u00e0i s\u1ef1 thi\u00ean v\u1ecb v\u00e0 \u0111\u1ecbnh ki\u1ebfn v\u00e0 c\u00f3 th\u1ec3 g\u00f3p ph\u1ea7n v\u00e0o bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu. B\u00e0i b\u00e1o cho bi\u1ebft c\u00e1c th\u1ef1c h\u00e0nh ghi nh\u00e3n v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u k\u00e9m. \u0110ang tr\u1edf th\u00e0nh v\u1ea5n \u0111\u1ec1 l\u1edbn h\u01a1n khi c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef ng\u00e0y c\u00e0ng l\u1edbn h\u01a1n. N\u00f3 c\u0169ng ch\u1ec9 ra m\u1ed9t c\u00e1ch c\u1ed1t y\u1ebfu r\u1eb1ng. Nh\u1eefng nguy c\u01a1 \u0111\u1ed1i v\u1edbi x\u00e3 h\u1ed9i do ng\u00f4n ng\u1eef l\u1edbn g\u00e2y ra c\u00f3 nhi\u1ec1u kh\u1ea3 n\u0103ng r\u01a1i v\u00e0o c\u00e1c c\u1ed9ng \u0111\u1ed3ng b\u1ecb g\u1ea1t ra ngo\u00e0i l\u1ec1 x\u00e3 h\u1ed9i.<\/p>\n\n\n\n

V\u00e0o th\u00e1ng 1, t\u00e1c gi\u1ea3 c\u1ee7a m\u1ed9t b\u00e0i b\u00e1o nghi\u00ean c\u1ee9u AI kh\u00e1c g\u1ea7n \u0111\u00e2y ch\u1ec9 tr\u00edch. R\u1eb1ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn \u0111\u00e3 m\u00f4 t\u1ea3 s\u1ef1 can thi\u1ec7p c\u1ee7a nh\u00f3m ph\u00e1p l\u00fd v\u00e0 ch\u00ednh s\u00e1ch c\u1ee7a Google l\u00e0 \u201cc\u1ef1c k\u1ef3 th\u00e2m hi\u1ec3m\u201d. <\/p>\n\n\n\n

V\u00e0o th\u00e1ng 3, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1eeb DeepMind c\u1ee7a Google ph\u00e1t hi\u1ec7n ra r\u1eb1ng. C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn c\u00f3 th\u1ec3 g\u00e2y h\u1ea1i cho x\u00e3 h\u1ed9i. M\u00e0 kh\u00f4ng c\u00f3 b\u1ea5t k\u1ef3 \u00fd \u0111\u1ecbnh x\u1ea5u n\u00e0o \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi s\u00e1ng t\u1ea1o th\u00f4ng qua vi\u1ec7c lan truy\u1ec1n c\u00e1c \u0111\u1ecbnh ki\u1ebfn, m\u1ea5t vi\u1ec7c v\u00e0 th\u00f4ng tin sai l\u1ec7ch<\/p>\n\n\n\n

Adsplus.vn<\/strong><\/h4>\n\n\n\n

C\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y. H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t v\u1ec1<\/em> Google.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n