{"id":8492,"date":"2021-06-24T17:55:51","date_gmt":"2021-06-24T10:55:51","guid":{"rendered":"http:\/\/trizgyrus.com\/blogtsk\/?p=8492"},"modified":"2021-06-24T17:55:57","modified_gmt":"2021-06-24T10:55:57","slug":"tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai","status":"publish","type":"post","link":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/","title":{"rendered":"T\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI?"},"content":{"rendered":"

L\u1edbn l\u00ean, nhi\u1ec1u ng\u01b0\u1eddi trong ch\u00fang ta \u0111\u01b0\u1ee3c cho r\u1eb1ng ch\u01a1i m\u00e1y t\u00ednh ho\u1eb7c tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed l\u00e0 l\u00e3ng ph\u00ed th\u1eddi gian. Tuy nhi\u00ean, khi n\u00f3i \u0111\u1ebfn vi\u1ec7c \u0111\u00e0o t\u1ea1o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, kh\u00f4ng nh\u1eefng kh\u00f4ng l\u00e3ng ph\u00ed th\u1eddi gian m\u00e0 c\u00f2n c\u00f3 th\u1ec3 l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c t\u00e1c nh\u00e2n th\u00f4ng minh c\u1ee7a t\u01b0\u01a1ng lai.<\/p>\n

V\u00e0i n\u0103m tr\u01b0\u1edbc, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1eeb Google DeepMind \u0111\u00e3 ch\u1ee9ng minh m\u1ed9t c\u00e1ch \u1ea5n t\u01b0\u1ee3ng r\u1eb1ng AI ti\u00ean ti\u1ebfn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 l\u00e0m ch\u1ee7 m\u1ed9t s\u1ed1 tr\u00f2 ch\u01a1i Atari c\u1ed5 \u0111i\u1ec3n m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c d\u1ea1y c\u00e1ch ch\u01a1i ch\u00fang m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng. K\u1ec3 t\u1eeb \u0111\u00f3, nhi\u1ec1u nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 th\u1eed nghi\u1ec7m c\u00e1c h\u1ec7 th\u1ed1ng h\u1ecdc t\u1eadp c\u1ee7ng c\u1ed1 s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p th\u1eed v\u00e0 sai \u0111\u1ec3 h\u1ecdc c\u00e1ch l\u00e0m ch\u1ee7 tr\u00f2 ch\u01a1i.<\/p>\n

Gi\u1edd \u0111\u00e2y, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1eeb Uber AI Labs v\u00e0 OpenAI \u0111\u00e3 t\u00ecm ra c\u00e1ch \u0111\u1ec3 tinh ch\u1ec9nh c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y h\u01a1n n\u1eefa \u0111\u1ec3 cho ph\u00e9p ch\u00fang th\u1ec3 hi\u1ec7n m\u1ee9c hi\u1ec7u su\u1ea5t cao \u1edf c\u00e1c tr\u00f2 ch\u01a1i ph\u1ee9c t\u1ea1p h\u01a1n m\u00e0 c\u00e1c nh\u00e2n vi\u00ean AI ch\u01a1i game tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00e3 ph\u1ea3i v\u1eadt l\u1ed9n.<\/p>\n

\u201cC\u00e1c thu\u1eadt to\u00e1n m\u1edbi m\u00e0 ch\u00fang t\u00f4i ph\u00e1t tri\u1ec3n, Go-Kh\u00e1m ph\u00e1, nhanh h\u01a1n so v\u1edbi thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y tr\u01b0\u1edbc tr\u00ean nhi\u1ec1u tr\u00f2 ch\u01a1i Atari, bao g\u1ed3m c\u00e1c tr\u00f2 ch\u01a1i th\u00e1m hi\u1ec3m n\u1ed5i ti\u1ebfng l\u00e0 c\u1ee9ng Revenge Montezuma c\u1ee7a <\/em>v\u00e0 Pitfall <\/em>,\u201d Joost Huizinga , m\u1ed9t nh\u00e0 khoa h\u1ecdc nghi\u00ean c\u1ee9u t\u1ea1i OpenA.I., N\u00f3i v\u1edbi Digital Trends.<\/p>\n

N\u00f3 kh\u00f4ng ch\u1ec9 \u201cv\u01b0\u1ee3t tr\u1ed9i\u201d c\u00e1c h\u1ec7 th\u1ed1ng tr\u01b0\u1edbc \u0111\u00f3, m\u00e0 Go-Explore l\u00e0 thu\u1eadt to\u00e1n \u0111\u1ea7u ti\u00ean \u0111\u00e1nh b\u1ea1i t\u1ea5t c\u1ea3 c\u00e1c c\u1ea5p \u0111\u1ed9 c\u1ee7a c\u1ef1c k\u1ef3 kh\u00f3 Montezuma’s Revenge <\/em>v\u00e0 gi\u00e0nh \u0111\u01b0\u1ee3c \u0111i\u1ec3m s\u1ed1 g\u1ea7n nh\u01b0 ho\u00e0n h\u1ea3o tr\u00ean Pitfall <\/em>.<\/p>\n

\"Tr\u00f2 Uber AI Labs \/ OpenAI<\/p>\n

N\u00f3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u n\u00e0y b\u1eb1ng c\u00e1ch ghi nh\u1edb nh\u1eefng c\u00e1ch ti\u1ebfp c\u1eadn th\u00e0nh c\u00f4ng tr\u01b0\u1edbc \u0111\u00e2y m\u00e0 n\u00f3 \u0111\u00e3 th\u1eed v\u00e0 quay l\u1ea1i nh\u1eefng kho\u1ea3nh kh\u1eafc ghi \u0111i\u1ec3m cao n\u00e0y, thay v\u00ec lu\u00f4n b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u1ea7u tr\u00f2 ch\u01a1i. V\u00ec c\u00e1c tr\u00f2 ch\u01a1i Atari th\u01b0\u1eddng kh\u00f4ng cho ph\u00e9p \u0111i\u1ec1u n\u00e0y (nh\u1eefng ng\u01b0\u1eddi l\u1edbn l\u00ean v\u1edbi c\u00e1c tr\u00f2 ch\u01a1i cho ph\u00e9p \u0111i\u1ec3m l\u01b0u th\u00f4ng th\u01b0\u1eddng kh\u00f4ng nh\u1eadn ra h\u1ecd may m\u1eafn nh\u01b0 th\u1ebf n\u00e0o!), C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 s\u1eed d\u1ee5ng m\u1ed9t tr\u00ecnh gi\u1ea3 l\u1eadp cho ph\u00e9p h\u1ecd l\u01b0u s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea v\u00e0 t\u1ea3i l\u1ea1i ch\u00fang b\u1ea5t c\u1ee9 l\u00fac n\u00e0o.<\/p>\n

Ch\u01a1i qua b\u1ed9 s\u01b0u t\u1eadp 55 tr\u00f2 ch\u01a1i Atari – \u0111\u1ea1i di\u1ec7n cho m\u1ed9t ti\u00eau chu\u1ea9n ng\u00e0y c\u00e0ng ti\u00eau chu\u1ea9n cho c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc t\u0103ng c\u01b0\u1eddng – Go-Explore c\u00f3 th\u1ec3 \u0111\u00e1nh b\u1ea1i c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n \u0111\u1ea1i kh\u00e1c \u1edf nh\u1eefng t\u1ef1a game n\u00e0y 85,5% th\u1eddi gian.<\/p>\n

\u0110\u00f3 l\u00e0 m\u1ed9t minh ch\u1ee9ng \u1ea5n t\u01b0\u1ee3ng v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang ho\u1ea1t \u0111\u1ed9ng. V\u00e0, m\u1eb7c d\u00f9 ch\u1ec9 l\u00e0 m\u1ed9t tr\u00f2 ch\u01a1i, n\u00f3 c\u00f3 th\u1ec3 c\u00f3 c\u00e1c \u1ee9ng d\u1ee5ng th\u00fa v\u1ecb trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n

Ng\u01b0\u1eddi ki\u1ec3m tra v\u00e0 l\u00e3nh ch\u00faa robot <\/strong><\/p>\n

Ngay t\u1eeb khi b\u1eaft \u0111\u1ea7u – tr\u01b0\u1edbc khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u1eadm ch\u00ed c\u00f2n \u0111\u01b0\u1ee3c \u0111\u1eb7t l\u00e0m t\u00ean ch\u00ednh th\u1ee9c c\u1ee7a ng\u00e0nh h\u1ecdc – c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u trong l\u0129nh v\u1ef1c n\u00e0y \u0111\u00e3 quan t\u00e2m \u0111\u1ebfn tr\u00f2 ch\u01a1i. N\u0103m 1949, Claude Shannon, m\u1ed9t trong nh\u1eefng nh\u00e2n v\u1eadt s\u00e1ng l\u1eadp AI, \u0111\u00e3 \u0111\u01b0a ra l\u1eddi gi\u1ea3i th\u00edch c\u1ee7a m\u00ecnh v\u1ec1 l\u00fd do t\u1ea1i sao vi\u1ec7c t\u1ea1o ra m\u1ed9t chi\u1ebfc m\u00e1y t\u00ednh ch\u01a1i c\u1edd vua l\u1ea1i l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c x\u1ee9ng \u0111\u00e1ng.<\/p>\n

C\u00e1c tr\u00f2 ch\u01a1i nh\u01b0 c\u1edd vua, Shannon vi\u1ebft, \u0111\u01b0a ra m\u1ed9t v\u1ea5n \u0111\u1ec1 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng, c\u00f3 c\u1ea3 ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c ph\u00e9p v\u00e0 m\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng. Ch\u00fang kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c qu\u00e1 kh\u00f3 \u0111\u1ec3 gi\u1ea3i quy\u1ebft m\u1ed9t c\u00e1ch kh\u1ea3 thi, nh\u01b0ng v\u1eabn \u0111\u00f2i h\u1ecfi tr\u00ed th\u00f4ng minh \u0111\u1ec3 v\u01b0\u1ee3t tr\u1ed9i, \u0111\u1ed3ng th\u1eddi s\u1edf h\u1eefu c\u1ea5u tr\u00fac r\u1eddi r\u1ea1c (c\u00f3 ngh\u0129a l\u00e0 kh\u00f4ng li\u00ean t\u1ee5c) theo c\u00e1ch th\u1ee9c t\u1eebng b\u01b0\u1edbc trong \u0111\u00f3 m\u00e1y t\u00ednh gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1.<\/p>\n

Trong khi c\u00f4ng ngh\u1ec7 th\u00fac \u0111\u1ea9y c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u00e3 thay \u0111\u1ed5i r\u1ea5t nhi\u1ec1u trong h\u01a1n 70 n\u0103m qua, nhi\u1ec1u \u00fd t\u01b0\u1edfng trong s\u1ed1 \u0111\u00f3 v\u1eabn l\u00e0 \u0111i\u1ec1u th\u00fac \u0111\u1ea9y vi\u1ec7c s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 th\u1eed nghi\u1ec7m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Tr\u00f2 ch\u01a1i cung c\u1ea5p m\u1ed9t phi\u00ean b\u1ea3n tr\u1eebu t\u01b0\u1ee3ng, \u0111\u01a1n gi\u1ea3n h\u00f3a c\u1ee7a th\u1ebf gi\u1edbi th\u1ef1c, trong \u0111\u00f3 s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u01b0\u1ee3c ch\u1eaft l\u1ecdc th\u00e0nh c\u00e1c h\u00e0nh \u0111\u1ed9ng, tr\u1ea1ng th\u00e1i, ph\u1ea7n th\u01b0\u1edfng v\u00e0 k\u1ebb th\u1eafng ng\u01b0\u1eddi thua r\u00f5 r\u00e0ng.<\/p>\n

M\u1eb7c d\u00f9 Shannon, Alan Turing v\u00e0 nhi\u1ec1u nh\u00e0 s\u00e1ng t\u1ea1o AI ban \u0111\u1ea7u kh\u00e1c \u0111\u00e3 l\u00e0m vi\u1ec7c v\u1edbi th\u00e1ch th\u1ee9c c\u1ee7a c\u1edd m\u00e1y t\u00ednh, v\u00e0 \u0111\u00e3 c\u00f3 m\u1ed9t s\u1ed1 th\u00e0nh c\u00f4ng \u0111\u00e1ng ch\u00fa \u00fd trong su\u1ed1t ch\u1eb7ng \u0111\u01b0\u1eddng – ch\u1eb3ng h\u1ea1n nh\u01b0 c\u1ee7a nh\u00e0 l\u1eadp tr\u00ecnh c\u1ee7a Vi\u1ec7n C\u00f4ng ngh\u1ec7 Massachusetts Richard Greenblatt MacHack v\u00e0o nh\u1eefng n\u0103m 1960 – th\u00ec kh\u00f4ng th\u1ef1c s\u1ef1 cho \u0111\u1ebfn th\u00e1ng 5 n\u0103m 1997 r\u1eb1ng c\u1edd vua m\u00e1y t\u00ednh th\u1ef1c s\u1ef1 thu h\u00fat s\u1ef1 ch\u00fa \u00fd c\u1ee7a th\u1ebf gi\u1edbi.<\/p>\n

\u0110\u00f3 l\u00e0 th\u00e1ng v\u00e0 n\u0103m m\u00e0 h\u1ec7 th\u1ed1ng “Deep Blue” c\u1ee7a IBM \u0111\u00e3 \u0111\u00e1nh b\u1ea1i nh\u00e0 v\u00f4 \u0111\u1ecbch c\u1edd vua th\u1ebf gi\u1edbi Garry Kasparov trong m\u1ed9t tr\u1eadn \u0111\u1ea5u s\u00e1u v\u00e1n. Deep Blue l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111\u00e1ng kinh ng\u1ea1c v\u1ec1 t\u00ednh to\u00e1n b\u1ea1o l\u1ef1c trong ho\u1ea1t \u0111\u1ed9ng. N\u00f3 s\u1eed d\u1ee5ng ph\u1ea7n c\u1ee9ng song song kh\u1ed5ng l\u1ed3, bao g\u1ed3m 30 b\u1ed9 vi x\u1eed l\u00fd cao c\u1ea5p nh\u1ea5t, \u0111\u1ec3 ki\u1ec3m tra s\u1ef1 ph\u00e2n nh\u00e1nh c\u1ee7a 200 tri\u1ec7u v\u1ecb tr\u00ed bo m\u1ea1ch m\u1ed7i gi\u00e2y. Si\u00eau m\u00e1y t\u00ednh ch\u01a1i c\u1edd c\u1ee7a IBM \u0111\u01b0\u1ee3c trang b\u1ecb m\u1ed9t ng\u00e2n h\u00e0ng b\u1ed9 nh\u1edb, bao g\u1ed3m h\u00e0ng tr\u0103m ngh\u00ecn tr\u00f2 ch\u01a1i c\u1ea5p b\u1eadc th\u1ea7y tr\u01b0\u1edbc \u0111\u00f3 m\u00e0 n\u00f3 c\u00f3 th\u1ec3 v\u1ebd. (Tr\u1edb tr\u00eau thay, n\u01b0\u1edbc \u0111i chi\u1ebfn th\u1eafng Deep Blue trong tr\u1eadn \u0111\u1ea5u \u0111\u1ea7u ti\u00ean th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t th\u1ea5t b\u1ea1i trong m\u1ed9t ph\u1ea7n c\u1ee7a h\u1ec7 th\u1ed1ng, trong \u0111\u00f3 n\u00f3 m\u1eb7c \u0111\u1ecbnh ch\u1ecdn m\u1ed9t n\u01b0\u1edbc \u0111i m\u1ed9t c\u00e1ch ng\u1eabu nhi\u00ean, m\u00e0 Kasparov \u0111\u00e3 nh\u1ea7m v\u1edbi s\u1ef1 s\u00e1ng t\u1ea1o.)<\/p>\n

G\u1ea7n 15 n\u0103m sau, v\u00e0o th\u00e1ng 2 n\u0103m 2011, IBM c\u00f3 chi\u1ebfn th\u1eafng ti\u1ebfp theo trong tr\u00f2 ch\u01a1i AI chinh ph\u1ee5c ti\u00eau \u0111\u1ec1 khi IBM Watson AI c\u1ee7a h\u1ecd \u0111\u1ed1i \u0111\u1ea7u v\u1edbi c\u00e1c nh\u00e0 c\u1ef1u v\u00f4 \u0111\u1ecbch Ken Jennings v\u00e0 Brad Rutter trong m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh truy\u1ec1n h\u00ecnh \u0111\u1eb7c bi\u1ec7t c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh tr\u00f2 ch\u01a1i Jeopardy. Jennings n\u00f3i v\u1edbi t\u00f4i trong cu\u1ed1n s\u00e1ch c\u1ee7a t\u00f4i: \u201cT\u00f4i \u0111\u00e3 t\u1eebng tham gia c\u00e1c l\u1edbp h\u1ecdc v\u1ec1 AI v\u00e0 bi\u1ebft r\u1eb1ng lo\u1ea1i c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 \u0111\u00e1nh b\u1ea1i con ng\u01b0\u1eddi \u1edf Jeopardy v\u1eabn c\u00f2n c\u00e1ch xa h\u00e0ng th\u1eadp k\u1ef7 M\u00e1y t\u01b0 duy <\/em><\/a>. “Ho\u1eb7c \u00edt nh\u1ea5t t\u00f4i ngh\u0129 r\u1eb1ng n\u00f3 l\u00e0.”<\/p>\n

\"Graphical IBM \/ Youtube<\/p>\n

Trong s\u1ef1 ki\u1ec7n n\u00e0y, Watson \u0111\u00e3 x\u00f3a s\u1ed5 c\u1eb7p \u0111\u00f4i n\u00e0y, tr\u00ean \u0111\u01b0\u1eddng gi\u00e0nh gi\u1ea3i th\u01b0\u1edfng 1 tri\u1ec7u \u0111\u00f4 la. Jennings, ng\u01b0\u1eddi \u0111ang gi\u1eef k\u1ef7 l\u1ee5c v\u1ec1 chu\u1ed7i tr\u1eadn th\u1eafng d\u00e0i nh\u1ea5t trong l\u1ecbch s\u1eed c\u1ee7a tr\u00f2 ch\u01a1i, n\u00f3i: \u201cTh\u1eadt s\u1ef1 r\u1ea5t \u0111au khi \u0111\u1ec3 thua \u0111\u1ebfn m\u1ee9c \u0111\u00f3. Khi tr\u00f2 ch\u01a1i k\u1ebft th\u00fac, anh \u1ea5y vi\u1ebft ngu\u1ec7ch ngo\u1ea1c m\u1ed9t c\u1ee5m t\u1eeb tr\u00ean b\u1ea3ng tr\u1ea3 l\u1eddi c\u1ee7a m\u00ecnh v\u00e0 gi\u01a1 n\u00f3 l\u00ean tr\u01b0\u1edbc m\u00e1y quay: \u201cT\u00f4i v\u00ec m\u1ed9t ng\u01b0\u1eddi m\u00e0 ch\u00e0o m\u1eebng c\u00e1c ch\u00faa t\u1ec3 ng\u01b0\u1eddi m\u00e1y m\u1edbi c\u1ee7a ch\u00fang ta\u201d.<\/p>\n

Ch\u01a1i game v\u00e0 h\u1ecdc m\u00e1y <\/strong><\/p>\n

C\u00e1c cu\u1ed9c tr\u00ecnh di\u1ec5n AI v\u1ec1 c\u00e1ch ch\u01a1i g\u1ea7n \u0111\u00e2y ph\u1ea7n l\u1edbn l\u00e0 c\u00f4ng vi\u1ec7c c\u1ee7a DeepMind, t\u1eadp trung v\u00e0o c\u00e1c tr\u00f2 ch\u01a1i nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a m\u1ee5c ti\u00eau \u0111\u00e3 n\u00eau l\u00e0 \u201cgi\u1ea3i quy\u1ebft tr\u00ed th\u00f4ng minh\u201d. C\u00f3 l\u1ebd th\u00e0nh t\u00edch \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t l\u00e0 \u0111\u00e3 AlphaGo c\u1edd v\u00e2y , m\u1ed9t bot ch\u01a1i \u0111\u00e1nh b\u1ea1i nh\u00e0 v\u00f4 \u0111\u1ecbch th\u1ebf gi\u1edbi Lee Sedol – b\u1ed1n v\u00e1n \u0111\u1ea5u m\u1ed9t – trong m\u1ed9t lo\u1ea1t tr\u1eadn n\u0103m 2016 \u0111\u01b0\u1ee3c 60 tri\u1ec7u ng\u01b0\u1eddi theo d\u00f5i. Ngo\u00e0i ra c\u00f2n c\u00f3 AI ch\u01a1i Atari n\u00f3i tr\u00ean v\u00e0 AlphaStar , v\u1ed1n \u0111ang t\u00ecm c\u00e1ch l\u00e0m ch\u1ee7 tr\u00f2 ch\u01a1i chi\u1ebfn l\u01b0\u1ee3c th\u1eddi gian th\u1ef1c StarCraft II <\/em>.<\/p>\n

So v\u1edbi nh\u1eefng n\u1ed7 l\u1ef1c t\u00ednh to\u00e1n th\u00f4 b\u1ea1o c\u1ee7a Deep Blue, thay v\u00e0o \u0111\u00f3, \u0111\u00e2y l\u00e0 nh\u1eefng minh ch\u1ee9ng c\u1ee7a c\u00e1c k\u1ef9 thu\u1eadt m\u00e1y h\u1ecdc. \u0110i\u1ec1u n\u00e0y m\u1ed9t ph\u1ea7n l\u00e0 do s\u1ef1 c\u1ea7n thi\u1ebft. V\u00ed d\u1ee5, c\u1edd v\u00e2y c\u00f3 nhi\u1ec1u v\u1ecb tr\u00ed tr\u00ean b\u00e0n c\u1edd h\u01a1n nhi\u1ec1u so v\u1edbi c\u1edd vua, khi\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng b\u1ea1o l\u1ef1c tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n. N\u01b0\u1edbc \u0111i m\u1edf \u0111\u1ea7u trong tr\u00f2 ch\u01a1i c\u1edd vua cho ph\u00e9p c\u00f3 20 n\u01b0\u1edbc \u0111i. Ng\u01b0\u1eddi ch\u01a1i \u0111\u1ea7u ti\u00ean trong c\u1edd v\u00e2y c\u00f3 361 kh\u1ea3 n\u0103ng . V\u1ec1 t\u1ed5ng th\u1ec3, c\u1edd v\u00e2y c\u00f3 nhi\u1ec1u v\u1ecb tr\u00ed b\u1ea3ng cho ph\u00e9p h\u01a1n t\u1ed5ng s\u1ed1 nguy\u00ean t\u1eed trong v\u0169 tr\u1ee5 \u0111\u00e3 bi\u1ebft. \u0110\u00f3 l\u00e0 m\u1ed9t th\u1ee9 t\u1ef1 cao \u0111\u1ed1i v\u1edbi t\u00ednh to\u00e1n brute-force, th\u1eadm ch\u00ed c\u00f2n cho ph\u00e9p gia t\u0103ng ph\u1ea7n c\u1ee9ng k\u1ec3 t\u1eeb n\u0103m 1997.<\/p>\n

\"alpha DeepMind \/ YouTube<\/p>\n

Khi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn nh\u01b0 h\u1ecdc t\u0103ng c\u01b0\u1eddng s\u00e2u \u0111\u00e3 c\u00f3, c\u00e1c h\u1ec7 th\u1ed1ng AI ch\u01a1i tr\u00f2 ch\u01a1i hi\u1ec7n \u0111\u1ea1i, gi\u1ed1ng nh\u01b0 AI n\u00f3i chung, ph\u1ea7n l\u1edbn chuy\u1ec3n t\u1eeb vi\u1ec7c tu\u00e2n theo c\u00e1c quy t\u1eafc \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp tr\u01b0\u1edbc sang t\u1ef1 h\u1ecdc. \u0110i\u1ec1u n\u00e0y c\u0169ng \u0111\u00e3 m\u1edf ra m\u1ed9t l\u1ee3i th\u1ebf m\u1edbi cho vi\u1ec7c s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i nh\u01b0 m\u1ed9t ch\u00e2m ng\u00f4n cho c\u00e1c h\u1ec7 th\u1ed1ng AI: D\u1eef li\u1ec7u mi\u1ec5n ph\u00ed.<\/p>\n

Khi AI mang t\u00ednh bi\u1ec3u t\u01b0\u1ee3ng nh\u01b0\u1eddng ch\u1ed7 cho c\u00e1c c\u00f4ng c\u1ee5 h\u1ecdc m\u00e1y ng\u00e0y nay, c\u00e1c tr\u00f2 ch\u01a1i cung c\u1ea5p cho c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u m\u1ed9t ngu\u1ed3n d\u1eef li\u1ec7u d\u1ed3i d\u00e0o h\u01a1n m\u00e0 h\u1ecd c\u1ea7n \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c tr\u00ecnh di\u1ec5n c\u1ee7a m\u00ecnh. Demis Hassabis, CEO v\u00e0 \u0111\u1ed3ng s\u00e1ng l\u1eadp c\u1ee7a DeepMind, \u0111\u00e3 \u0111\u01b0a ra quan \u0111i\u1ec3m n\u00e0y trong m\u1ed9t cu\u1ed9c ph\u1ecfng v\u1ea5n v\u00e0o th\u00e1ng 11 n\u0103m 2020 v\u1edbi Azeem Azhar c\u1ee7a b\u1ea3n tin Exponential View <\/em>. \u201cCh\u00fang t\u00f4i l\u00e0 m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p nh\u1ecf, ch\u00fang t\u00f4i kh\u00f4ng c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o nhi\u1ec1u d\u1eef li\u1ec7u t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng\u2026 v\u00e0 v\u00ec v\u1eady ch\u00fang t\u00f4i ph\u1ea3i t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u c\u1ee7a ri\u00eang m\u00ecnh,\u201d Hassabis n\u00f3i. \u201cN\u1ebfu b\u1ea1n s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i, cho d\u00f9 \u0111\u00f3 l\u00e0 tr\u00f2 ch\u01a1i tr\u00ean b\u00e0n c\u1edd nh\u01b0 c\u1edd v\u00e2y hay tr\u00f2 ch\u01a1i m\u00f4 ph\u1ecfng, nh\u01b0 tr\u00f2 ch\u01a1i m\u00e1y t\u00ednh, tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed, b\u1ea1n c\u00f3 th\u1ec3 ch\u1ea1y ch\u00fang bao l\u00e2u t\u00f9y th\u00edch v\u00e0 t\u1ea1o ra nhi\u1ec1u d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p nh\u01b0 b\u1ea1n mu\u1ed1n.\u201d<\/p>\n

Tr\u01b0\u1eddng h\u1ee3p \u0111i\u1ec3n h\u00ecnh: AlphaGo \u0111\u00e3 t\u1ef1 ch\u01a1i h\u01a1n 10 tri\u1ec7u l\u1ea7n \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng ch\u01a1i c\u1edd v\u00e2y c\u1ee7a m\u00ecnh. Trong c\u00e1c t\u00ecnh hu\u1ed1ng kh\u00f4ng ch\u01a1i tr\u00f2 ch\u01a1i, kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u n\u00e0y s\u1ebd ph\u1ea3i \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb n\u01a1i kh\u00e1c. Trong tr\u01b0\u1eddng h\u1ee3p AI ch\u01a1i tr\u00f2 ch\u01a1i, n\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi ch\u00ednh h\u1ec7 th\u1ed1ng.<\/p>\n

S\u1eed d\u1ee5ng trong th\u1ebf gi\u1edbi th\u1ef1c <\/strong><\/p>\n

C\u1ea7n ph\u1ea3i n\u00f3i r\u00f5, m\u1ed9t y\u1ebfu t\u1ed1 c\u1ee7a PT Barnum l\u00e0 \u201ccu\u1ed9n l\u00ean, cu\u1ed9n l\u1ea1i, xem chi\u1ebfc m\u00e1y t\u00ednh th\u00f4ng minh \u0111\u00e1ng kinh ng\u1ea1c\u201d \u0111\u1ec3 tr\u00ecnh di\u1ec5n l\u1ed1i ch\u01a1i c\u00f4ng khai v\u1ec1 AI. N\u00f3 bi\u1ebfn nghi\u00ean c\u1ee9u m\u00e1y h\u1ecdc th\u00e0nh m\u1ed9t th\u1ee9 g\u00ec \u0111\u00f3 ti\u1ebfp c\u1eadn m\u1ed9t m\u00f4n th\u1ec3 thao Olympic. Nhi\u1ec1u ng\u01b0\u1eddi \u0111\u00e3 xem Watson c\u1ee7a IBM gi\u00e0nh chi\u1ebfn th\u1eafng t\u1ea1i Jeopardy! h\u01a1n bao gi\u1edd h\u1ebft tr\u00edch d\u1eabn c\u00e1c t\u00e0i li\u1ec7u nghi\u00ean c\u1ee9u m\u00f4 t\u1ea3 backpropagation , c\u00e1c thu\u1eadt to\u00e1n n\u1ed5i ti\u1ebfng nh\u1ea5t trong h\u1ecdc m\u00e1y hi\u1ec7n \u0111\u1ea1i. c\u1ee7a IBM C\u1ed5 phi\u1ebfu t\u0103ng m\u1ea1nh v\u00e0o n\u0103m 1997 , sau v\u00e1n c\u1edd Kasparov, v\u00e0 m\u1ed9t l\u1ea7n n\u1eefa v\u00e0o n\u0103m 2011 sau chi\u1ebfn th\u1eafng Jeopardy c\u1ee7a Watson.<\/p>\n

Nh\u01b0ng AI ch\u01a1i tr\u00f2 ch\u01a1i kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t chi\u00eau tr\u00f2 thu h\u00fat s\u1ef1 ch\u00fa \u00fd. : \u201cT\u1ea5t nhi\u00ean, m\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c tr\u00f2 ch\u01a1i Adrien Ecoffet , m\u1ed9t nh\u00e0 khoa h\u1ecdc nghi\u00ean c\u1ee9u t\u1ea1i OpenAI, n\u00f3i v\u1edbi Digital Trends . \u201cB\u1ea3n th\u00e2n v\u1ea5n \u0111\u1ec1 \u0111\u00f3ng khung l\u00e0 r\u1ea5t chung chung, do \u0111\u00f3 c\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft t\u1ed1t c\u00e1c tr\u00f2 ch\u01a1i c\u0169ng c\u00f3 th\u1ec3 h\u1eefu \u00edch trong c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf. Trong c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh, ch\u00fang t\u00f4i cho th\u1ea5y r\u1eb1ng thu\u1eadt to\u00e1n t\u01b0\u01a1ng t\u1ef1 m\u00e0 ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u1ea3i c\u00e1c tr\u00f2 ch\u01a1i Atari c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u1ea3i m\u1ed9t b\u00e0i to\u00e1n ng\u01b0\u1eddi m\u00e1y \u0111\u1ea7y th\u1eed th\u00e1ch. Ngo\u00e0i robot, Go-Explore c\u0169ng \u0111\u00e3 c\u00f3 m\u1ed9t s\u1ed1 nghi\u00ean c\u1ee9u th\u1eed nghi\u1ec7m v\u1ec1 h\u1ecdc ng\u00f4n ng\u1eef, n\u01a1i m\u1ed9t nh\u00e2n vi\u00ean h\u1ecdc \u00fd ngh\u0129a c\u1ee7a c\u00e1c t\u1eeb b\u1eb1ng c\u00e1ch kh\u00e1m ph\u00e1 m\u1ed9t tr\u00f2 ch\u01a1i d\u1ef1a tr\u00ean v\u0103n b\u1ea3n v\u00e0 \u0111\u1ec3 ph\u00e1t hi\u1ec7n ra nh\u1eefng l\u1ed7i ti\u1ec1m \u1ea9n trong ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u1ed9t chi\u1ebfc xe t\u1ef1 l\u00e1i \u0111\u1ec3 \u0111\u1ec3 tr\u00e1nh nh\u1eefng th\u1ea5t b\u1ea1i \u0111\u00f3 trong t\u01b0\u01a1ng lai. \u201d<\/p>\n

Jeff Clune, tr\u01b0\u1edfng nh\u00f3m nghi\u00ean c\u1ee9u t\u1ea1i OpenAI, n\u00f3i v\u1edbi Digital Trends r\u1eb1ng DeepMind \u0111\u00e3 \u00e1p d\u1ee5ng th\u00e0nh c\u00f4ng h\u1ecdc t\u0103ng c\u01b0\u1eddng v\u00e0 h\u1ecdc m\u00e1y v\u00e0o c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf, trong th\u1ebf gi\u1edbi th\u1ef1c nh\u01b0 \u0111i\u1ec1u khi\u1ec3n kh\u00ed c\u1ea7u t\u1ea7ng b\u00ecnh l\u01b0u v\u00e0 th\u1ef1c hi\u1ec7n l\u00e0m m\u00e1t trung t\u00e2m d\u1eef li\u1ec7u .<\/p>\n

Trong khi \u0111\u00f3, Huizinga ch\u1ec9 ra r\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 h\u1ecdc t\u1eadp c\u1ee7ng c\u1ed1 ph\u1ed5 bi\u1ebfn r\u1ed9ng r\u00e3i trong c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t nh\u1eb1m x\u00e1c \u0111\u1ecbnh video ho\u1eb7c qu\u1ea3ng c\u00e1o n\u00e0o s\u1ebd hi\u1ec3n th\u1ecb cho ng\u01b0\u1eddi d\u00f9ng tr\u1ef1c tuy\u1ebfn. T\u01b0\u01a1ng t\u1ef1, c\u00e1c thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 cho ph\u00e9p c\u00e1c t\u00e1c nh\u00e2n AI t\u00ecm \u0111\u01b0\u1eddng trong tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed c\u0169ng t\u1ea1o th\u00e0nh \u201cthu\u1eadt to\u00e1n x\u01b0\u01a1ng s\u1ed1ng\u201d \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch tuy\u1ebfn \u0111\u01b0\u1eddng t\u1ef1 \u0111\u1ed9ng trong h\u1ec7 th\u1ed1ng \u0111\u1ecbnh v\u1ecb.<\/p>\n

\u201cTheo hi\u1ec3u bi\u1ebft t\u1ed1t nh\u1ea5t c\u1ee7a ch\u00fang t\u00f4i, v\u1eabn ch\u01b0a c\u00f3 phi\u00ean b\u1ea3n Go-Explore n\u00e0o \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i, nh\u01b0ng c\u00f3 th\u1ec3 kh\u00f4ng l\u00e2u n\u1eefa ch\u00fang t\u00f4i s\u1ebd b\u1eaft \u0111\u1ea7u th\u1ea5y c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf,\u201d Huizinga n\u00f3i. V\u00e0, c\u00f9ng v\u1edbi n\u00f3, r\u1ea5t c\u00f3 th\u1ec3 l\u00e0 r\u1ea5t nhi\u1ec1u h\u1ec7 th\u1ed1ng AI ch\u01a1i game kh\u00e1c<\/p>\n

Sau h\u01a1n 20 n\u0103m gi\u1ea3ng d\u1ea1y “PH\u01af\u01a0NG PH\u00c1P LU\u1eacN S\u00c1NG T\u1ea0O v\u00e0 \u0110\u1ed4I M\u1edaI<\/a>” t\u1ea1i Trung t\u00e2m S\u00e1ng t\u1ea1o Khoa h\u1ecdc\u2013k\u1ef9 thu\u1eadt (TSK) thu\u1ed9c tr\u01b0\u1eddng Khoa H\u1ecdc T\u1ef1 Nhi\u00ean, kho\u00e1 h\u1ecdc thu \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u ph\u1ea3n h\u1ed3i t\u1ed1t c\u1ee7a h\u1ecdc vi\u00ean v\u1ec1 c\u00e1c l\u1ee3i \u00edch nh\u1eadn \u0111\u01b0\u1ee3c. N\u1ebfu b\u1ea1n c\u00f3 quan t\u00e2m \u0111\u1ebfn kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o, mong mu\u1ed1n c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng, b\u1ed9 c\u00f4ng c\u1ee5 c\u1ee7a kho\u00e1 h\u1ecdc n\u00e0y s\u1ebd th\u1ef1c s\u1ef1 h\u1eefu \u00edch v\u00e0 \u00fd ngh\u0129a. B\u1ea1n c\u00f3 th\u1ec3 \u0111i\u1ec1n th\u00f4ng tin t\u1ea1i \u0111\u00e2y<\/a> ho\u1eb7c li\u00ean h\u1ec7 s\u1ed1 \u0111i\u1ec7n tho\u1ea1i: (028) 38 301 743; 089 668 36 31 \u0111\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u0103ng k\u00fd.<\/p>\n

Ngu\u1ed3n: DigitalTrends<\/p>\n","protected":false},"excerpt":{"rendered":"

L\u1edbn l\u00ean, nhi\u1ec1u ng\u01b0\u1eddi trong ch\u00fang ta \u0111\u01b0\u1ee3c cho r\u1eb1ng ch\u01a1i m\u00e1y t\u00ednh ho\u1eb7c tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed l\u00e0 l\u00e3ng ph\u00ed th\u1eddi gian. Tuy nhi\u00ean, khi n\u00f3i \u0111\u1ebfn vi\u1ec7c \u0111\u00e0o t\u1ea1o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, … <\/p>\n","protected":false},"author":1,"featured_media":8494,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[82],"tags":[],"yoast_head":"\nT\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI? - Blog TSK<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"T\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI? - Blog TSK\" \/>\n<meta property=\"og:description\" content=\"L\u1edbn l\u00ean, nhi\u1ec1u ng\u01b0\u1eddi trong ch\u00fang ta \u0111\u01b0\u1ee3c cho r\u1eb1ng ch\u01a1i m\u00e1y t\u00ednh ho\u1eb7c tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed l\u00e0 l\u00e3ng ph\u00ed th\u1eddi gian. Tuy nhi\u00ean, khi n\u00f3i \u0111\u1ebfn vi\u1ec7c \u0111\u00e0o t\u1ea1o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, …\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog TSK\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-24T10:55:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-06-24T10:55:57+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/trizgyrus.com\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"767\" \/>\n\t<meta property=\"og:image:height\" content=\"511\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"blogtsk\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/cstc.vn\/blogtsk\/#website\",\"url\":\"https:\/\/cstc.vn\/blogtsk\/\",\"name\":\"Blog TSK\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/cstc.vn\/blogtsk\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#primaryimage\",\"inLanguage\":\"en-US\",\"url\":\"https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg\",\"contentUrl\":\"https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg\",\"width\":767,\"height\":511,\"caption\":\"Graphical user interface Description automatically generated\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#webpage\",\"url\":\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/\",\"name\":\"T\\u1ea1i sao ch\\u00fang ta s\\u1eed d\\u1ee5ng tr\\u00f2 ch\\u01a1i C\\u1edd vua l\\u00e0m chu\\u1ea9n m\\u1ef1c cho AI? - Blog TSK\",\"isPartOf\":{\"@id\":\"https:\/\/cstc.vn\/blogtsk\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#primaryimage\"},\"datePublished\":\"2021-06-24T10:55:51+00:00\",\"dateModified\":\"2021-06-24T10:55:57+00:00\",\"author\":{\"@id\":\"https:\/\/cstc.vn\/blogtsk\/#\/schema\/person\/312e1f0c4e4a73047d5ffabec60061b3\"},\"breadcrumb\":{\"@id\":\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/cstc.vn\/blogtsk\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"T\\u1ea1i sao ch\\u00fang ta s\\u1eed d\\u1ee5ng tr\\u00f2 ch\\u01a1i C\\u1edd vua l\\u00e0m chu\\u1ea9n m\\u1ef1c cho AI?\"}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/cstc.vn\/blogtsk\/#\/schema\/person\/312e1f0c4e4a73047d5ffabec60061b3\",\"name\":\"blogtsk\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/cstc.vn\/blogtsk\/#personlogo\",\"inLanguage\":\"en-US\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/10cd0b350bf5837cf62752bcd60417a5?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/10cd0b350bf5837cf62752bcd60417a5?s=96&d=mm&r=g\",\"caption\":\"blogtsk\"},\"url\":\"https:\/\/cstc.vn\/blogtsk\/author\/blogtsk\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"T\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI? - Blog TSK","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/","og_locale":"en_US","og_type":"article","og_title":"T\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI? - Blog TSK","og_description":"L\u1edbn l\u00ean, nhi\u1ec1u ng\u01b0\u1eddi trong ch\u00fang ta \u0111\u01b0\u1ee3c cho r\u1eb1ng ch\u01a1i m\u00e1y t\u00ednh ho\u1eb7c tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed l\u00e0 l\u00e3ng ph\u00ed th\u1eddi gian. Tuy nhi\u00ean, khi n\u00f3i \u0111\u1ebfn vi\u1ec7c \u0111\u00e0o t\u1ea1o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, …","og_url":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/","og_site_name":"Blog TSK","article_published_time":"2021-06-24T10:55:51+00:00","article_modified_time":"2021-06-24T10:55:57+00:00","og_image":[{"width":767,"height":511,"url":"http:\/\/trizgyrus.com\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg","path":"\/home\/trizgyrus\/public_html\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg","size":"full","id":8494,"alt":"Graphical user interface Description automatically generated","pixels":391937,"type":"image\/jpeg"}],"twitter_misc":{"Written by":"blogtsk","Est. reading time":"11 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebSite","@id":"https:\/\/cstc.vn\/blogtsk\/#website","url":"https:\/\/cstc.vn\/blogtsk\/","name":"Blog TSK","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cstc.vn\/blogtsk\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"ImageObject","@id":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#primaryimage","inLanguage":"en-US","url":"https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg","contentUrl":"https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/graphical-user-interface-description-automaticall-1.jpeg","width":767,"height":511,"caption":"Graphical user interface Description automatically generated"},{"@type":"WebPage","@id":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#webpage","url":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/","name":"T\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI? - Blog TSK","isPartOf":{"@id":"https:\/\/cstc.vn\/blogtsk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#primaryimage"},"datePublished":"2021-06-24T10:55:51+00:00","dateModified":"2021-06-24T10:55:57+00:00","author":{"@id":"https:\/\/cstc.vn\/blogtsk\/#\/schema\/person\/312e1f0c4e4a73047d5ffabec60061b3"},"breadcrumb":{"@id":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/cstc.vn\/blogtsk\/tai-sao-chung-ta-su-dung-tro-choi-co-vua-lam-chuan-muc-cho-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cstc.vn\/blogtsk\/"},{"@type":"ListItem","position":2,"name":"T\u1ea1i sao ch\u00fang ta s\u1eed d\u1ee5ng tr\u00f2 ch\u01a1i C\u1edd vua l\u00e0m chu\u1ea9n m\u1ef1c cho AI?"}]},{"@type":"Person","@id":"https:\/\/cstc.vn\/blogtsk\/#\/schema\/person\/312e1f0c4e4a73047d5ffabec60061b3","name":"blogtsk","image":{"@type":"ImageObject","@id":"https:\/\/cstc.vn\/blogtsk\/#personlogo","inLanguage":"en-US","url":"https:\/\/secure.gravatar.com\/avatar\/10cd0b350bf5837cf62752bcd60417a5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/10cd0b350bf5837cf62752bcd60417a5?s=96&d=mm&r=g","caption":"blogtsk"},"url":"https:\/\/cstc.vn\/blogtsk\/author\/blogtsk\/"}]}},"_links":{"self":[{"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/posts\/8492"}],"collection":[{"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/comments?post=8492"}],"version-history":[{"count":1,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/posts\/8492\/revisions"}],"predecessor-version":[{"id":8496,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/posts\/8492\/revisions\/8496"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/media\/8494"}],"wp:attachment":[{"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/media?parent=8492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/categories?post=8492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cstc.vn\/blogtsk\/wp-json\/wp\/v2\/tags?post=8492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}