{"id":19,"date":"2026-09-14T12:45:11","date_gmt":"2026-09-14T05:45:11","guid":{"rendered":"https:\/\/trung.asia\/blog\/?p=19"},"modified":"2026-09-14T14:52:17","modified_gmt":"2026-09-14T07:52:17","slug":"tu-mot-cuon-sach-tuoi-tho-den-ky-nguyen-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/trung.asia\/blog\/tu-mot-cuon-sach-tuoi-tho-den-ky-nguyen-tri-tue-nhan-tao\/","title":{"rendered":"T\u1eea M\u1ed8T CU\u1ed0N S\u00c1CH TU\u1ed4I TH\u01a0 \u0110\u1ebeN K\u1ef6 NGUY\u00caN TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O"},"content":{"rendered":"\n

C\u00f3 nh\u1eefng gi\u1ea5c m\u01a1 b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t \u0111i\u1ec1u r\u1ea5t nh\u1ecf: m\u1ed9t cu\u1ed1n s\u00e1ch, m\u1ed9t c\u00e2u h\u1ecfi v\u00e0 tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng c\u1ee7a m\u1ed9t \u0111\u1ee9a tr\u1ebb.<\/em><\/p>\n\n\n\n

Ng\u00e0y c\u00f2n b\u00e9, c\u00f3 m\u1ed9t l\u1ea7n t\u00f4i c\u1ea7m tr\u00ean tay m\u1ed9t cu\u1ed1n s\u00e1ch n\u00f3i v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 m\u1ea1ng n\u01a1ron th\u1ea7n kinh nh\u00e2n t\u1ea1o<\/strong>.<\/p>\n\n\n\n

Khi \u1ea5y, AI v\u1eabn l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m r\u1ea5t xa l\u1ea1.<\/p>\n\n\n\n

T\u00f4i ch\u01b0a th\u1ec3 h\u00ecnh dung r\u1eb1ng nh\u1eefng d\u00f2ng ch\u1eef trong cu\u1ed1n s\u00e1ch \u1ea5y, nh\u1eefng s\u01a1 \u0111\u1ed3 v\u1ec1 c\u00e1c n\u00fat th\u1ea7n kinh nh\u00e2n t\u1ea1o v\u00e0 nh\u1eefng \u00fd t\u01b0\u1edfng v\u1ec1 m\u1ed9t c\u1ed7 m\u00e1y c\u00f3 th\u1ec3 \u201ch\u1ecdc\u201d s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7 l\u1edbn nh\u1ea5t c\u1ee7a nh\u00e2n lo\u1ea1i.<\/p>\n\n\n\n

T\u00f4i ch\u1ec9 nh\u1edb c\u1ea3m gi\u00e1c t\u00f2 m\u00f2.<\/p>\n\n\n\n

Con ng\u01b0\u1eddi c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t c\u1ed7 m\u00e1y bi\u1ebft suy ngh\u0129 hay kh\u00f4ng?<\/p>\n\n\n\n

M\u1ed9t chi\u1ebfc m\u00e1y c\u00f3 th\u1ec3 nh\u00ecn, nghe, nh\u1eadn bi\u1ebft, h\u1ecdc h\u1ecfi v\u00e0 t\u1ef1 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nh\u01b0 con ng\u01b0\u1eddi hay kh\u00f4ng?<\/p>\n\n\n\n

\"T\u1eea
T\u1eea M\u1ed8T CU\u1ed0N S\u00c1CH TU\u1ed4I TH\u01a0 \u0110\u1ebeN K\u1ef6 NGUY\u00caN TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O<\/em><\/figcaption><\/figure>\n\n\n\n

N\u1ebfu b\u1ed9 n\u00e3o con ng\u01b0\u1eddi c\u00f3 h\u00e0ng t\u1ef7 t\u1ebf b\u00e0o th\u1ea7n kinh li\u00ean k\u1ebft v\u1edbi nhau, li\u1ec7u ch\u00fang ta c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng nguy\u00ean l\u00fd \u1ea5y b\u1eb1ng m\u00e1y t\u00ednh?<\/p>\n\n\n\n

Ng\u00e0y \u1ea5y, \u0111\u00f3 gi\u1ed1ng nh\u01b0 m\u1ed9t c\u00e2u chuy\u1ec7n khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng.<\/p>\n\n\n\n

Nh\u01b0ng l\u1ecbch s\u1eed AI \u0111\u00e3 ch\u1ee9ng minh r\u1eb1ng nhi\u1ec1u \u0111i\u1ec1u t\u1eebng \u0111\u01b0\u1ee3c xem l\u00e0 vi\u1ec5n t\u01b0\u1edfng cu\u1ed1i c\u00f9ng l\u1ea1i tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c.<\/p>\n\n\n\n

Nh\u1eefng h\u1ea1t gi\u1ed1ng \u0111\u1ea7u ti\u00ean c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/p>\n\n\n\n

\u00dd t\u01b0\u1edfng v\u1ec1 m\u1ed9t c\u1ed7 m\u00e1y c\u00f3 kh\u1ea3 n\u0103ng suy ngh\u0129 xu\u1ea5t hi\u1ec7n t\u1eeb r\u1ea5t l\u00e2u tr\u01b0\u1edbc khi m\u00e1y t\u00ednh hi\u1ec7n \u0111\u1ea1i ra \u0111\u1eddi.<\/p>\n\n\n\n

Nh\u1eefng c\u00e2u h\u1ecfi v\u1ec1 b\u1ea3n ch\u1ea5t c\u1ee7a t\u01b0 duy, tr\u00ed th\u00f4ng minh v\u00e0 kh\u1ea3 n\u0103ng m\u00f4 ph\u1ecfng tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00e1c nh\u00e0 tri\u1ebft h\u1ecdc, to\u00e1n h\u1ecdc v\u00e0 khoa h\u1ecdc \u0111\u1eb7t ra qua nhi\u1ec1u th\u1ebf k\u1ef7.<\/p>\n\n\n\n

\u0110\u1ebfn th\u1ebf k\u1ef7 XX, khi m\u00e1y t\u00ednh \u0111i\u1ec7n t\u1eed xu\u1ea5t hi\u1ec7n, c\u00e2u h\u1ecfi \u1ea5y b\u1eaft \u0111\u1ea7u c\u00f3 m\u1ed9t n\u1ec1n t\u1ea3ng m\u1edbi:<\/p>\n\n\n\n

N\u1ebfu con ng\u01b0\u1eddi c\u00f3 th\u1ec3 ch\u1ebf t\u1ea1o m\u1ed9t c\u1ed7 m\u00e1y t\u00ednh to\u00e1n, li\u1ec7u c\u00f3 th\u1ec3 ch\u1ebf t\u1ea1o m\u1ed9t c\u1ed7 m\u00e1y bi\u1ebft suy ngh\u0129?<\/strong><\/p>\n\n\n\n

N\u0103m 1950, nh\u00e0 to\u00e1n h\u1ecdc ng\u01b0\u1eddi Anh Alan Turing<\/strong> \u0111\u1eb7t ra m\u1ed9t c\u00e2u h\u1ecfi n\u1ed5i ti\u1ebfng:<\/p>\n\n\n\n

\u201cM\u00e1y m\u00f3c c\u00f3 th\u1ec3 suy ngh\u0129 kh\u00f4ng?\u201d<\/p>\n\n\n\n

\u00d4ng \u0111\u1ec1 xu\u1ea5t m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng th\u1ec3 hi\u1ec7n tr\u00ed th\u00f4ng minh c\u1ee7a m\u00e1y, sau n\u00e0y \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi t\u00ean g\u1ecdi Turing Test<\/strong>.<\/p>\n\n\n\n

\u0110\u00f3 l\u00e0 m\u1ed9t d\u1ea5u m\u1ed1c quan tr\u1ecdng.<\/p>\n\n\n\n

B\u1edfi t\u1eeb \u0111\u00e2y, \u201cm\u00e1y m\u00f3c th\u00f4ng minh\u201d kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n trong ti\u1ec3u thuy\u1ebft. N\u00f3 tr\u1edf th\u00e0nh m\u1ed9t v\u1ea5n \u0111\u1ec1 khoa h\u1ecdc c\u00f3 th\u1ec3 nghi\u00ean c\u1ee9u.<\/p>\n\n\n\n

N\u0103m 1956, thu\u1eadt ng\u1eef Artificial Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong> \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng t\u1ea1i h\u1ed9i th\u1ea3o Dartmouth.<\/p>\n\n\n\n

M\u1ed9t l\u0129nh v\u1ef1c khoa h\u1ecdc m\u1edbi b\u1eaft \u0111\u1ea7u h\u00ecnh th\u00e0nh.<\/p>\n\n\n\n

T\u1eeb nh\u1eefng n\u01a1ron nh\u00e2n t\u1ea1o \u0111\u1ea7u ti\u00ean<\/strong><\/p>\n\n\n\n

M\u1ed9t trong nh\u1eefng h\u01b0\u1edbng \u0111i quan tr\u1ecdng c\u1ee7a AI l\u00e0 c\u1ed1 g\u1eafng m\u00f4 ph\u1ecfng c\u00e1ch b\u1ed9 n\u00e3o con ng\u01b0\u1eddi x\u1eed l\u00fd th\u00f4ng tin.<\/p>\n\n\n\n

C\u00e1c nh\u00e0 khoa h\u1ecdc b\u1eaft \u0111\u1ea7u nghi\u00ean c\u1ee9u nh\u1eefng m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc \u0111\u01a1n gi\u1ea3n m\u00f4 ph\u1ecfng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1ebf b\u00e0o th\u1ea7n kinh.<\/p>\n\n\n\n

\u0110\u00f3 ch\u00ednh l\u00e0 ngu\u1ed3n g\u1ed1c c\u1ee7a kh\u00e1i ni\u1ec7m m\u1ea1ng n\u01a1ron nh\u00e2n t\u1ea1o \u2013 Artificial Neural Network<\/strong>.<\/p>\n\n\n\n

M\u1ed9t n\u01a1ron nh\u00e2n t\u1ea1o kh\u00f4ng gi\u1ed1ng m\u1ed9t t\u1ebf b\u00e0o th\u1ea7n kinh sinh h\u1ecdc th\u1ef1c s\u1ef1.<\/p>\n\n\n\n

Nh\u01b0ng v\u1ec1 m\u1eb7t \u00fd t\u01b0\u1edfng, n\u00f3 c\u00f3 th\u1ec3 nh\u1eadn t\u00edn hi\u1ec7u \u0111\u1ea7u v\u00e0o, x\u1eed l\u00fd ch\u00fang th\u00f4ng qua c\u00e1c tr\u1ecdng s\u1ed1 v\u00e0 t\u1ea1o ra t\u00edn hi\u1ec7u \u0111\u1ea7u ra.<\/p>\n\n\n\n

Khi h\u00e0ng ngh\u00ecn, h\u00e0ng tri\u1ec7u ho\u1eb7c h\u00e0ng t\u1ef7 \u0111\u01a1n v\u1ecb nh\u01b0 v\u1eady \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau theo nh\u1eefng ki\u1ebfn tr\u00fac ph\u00f9 h\u1ee3p, ch\u00fang c\u00f3 th\u1ec3 t\u1ea1o th\u00e0nh nh\u1eefng h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc c\u00e1c quy lu\u1eadt ph\u1ee9c t\u1ea1p t\u1eeb d\u1eef li\u1ec7u.<\/p>\n\n\n\n

\u0110\u00f3 ch\u00ednh l\u00e0 \u00fd t\u01b0\u1edfng t\u1eebng khi\u1ebfn m\u1ed9t \u0111\u1ee9a tr\u1ebb nh\u01b0 t\u00f4i t\u00f2 m\u00f2 khi nh\u00ecn v\u00e0o nh\u1eefng trang s\u00e1ch ng\u00e0y \u1ea5y.<\/p>\n\n\n\n

M\u00e1y m\u00f3c c\u00f3 th\u1ec3 h\u1ecdc.<\/strong><\/p>\n\n\n\n

V\u00e0 n\u1ebfu m\u00e1y c\u00f3 th\u1ec3 h\u1ecdc, gi\u1edbi h\u1ea1n c\u1ee7a n\u00f3 n\u1eb1m \u1edf \u0111\u00e2u?<\/p>\n\n\n\n

Nh\u1eefng m\u00f9a \u0111\u00f4ng c\u1ee7a AI<\/strong><\/p>\n\n\n\n

Con \u0111\u01b0\u1eddng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng h\u1ec1 b\u1eb1ng ph\u1eb3ng.<\/p>\n\n\n\n

AI t\u1eebng tr\u1ea3i qua nh\u1eefng giai \u0111o\u1ea1n \u0111\u1ea7y k\u1ef3 v\u1ecdng, r\u1ed3i l\u1ea1i r\u01a1i v\u00e0o th\u1ea5t v\u1ecdng.<\/p>\n\n\n\n

Khi n\u0103ng l\u1ef1c t\u00ednh to\u00e1n c\u00f2n h\u1ea1n ch\u1ebf, d\u1eef li\u1ec7u c\u00f2n \u00edt v\u00e0 c\u00e1c thu\u1eadt to\u00e1n ch\u01b0a \u0111\u1ee7 m\u1ea1nh, nhi\u1ec1u l\u1eddi h\u1ee9a v\u1ec1 AI kh\u00f4ng th\u1ec3 tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c.<\/p>\n\n\n\n

Ngu\u1ed3n \u0111\u1ea7u t\u01b0 gi\u1ea3m xu\u1ed1ng.<\/p>\n\n\n\n

S\u1ef1 quan t\u00e2m c\u1ee7a c\u00f4ng ch\u00fang c\u0169ng gi\u1ea3m theo.<\/p>\n\n\n\n

Nh\u1eefng giai \u0111o\u1ea1n \u0111\u00f3 th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 \u201cAI winter\u201d \u2013 m\u00f9a \u0111\u00f4ng AI<\/strong>.<\/p>\n\n\n\n

Nh\u01b0ng nghi\u00ean c\u1ee9u kh\u00f4ng bi\u1ebfn m\u1ea5t.<\/p>\n\n\n\n

C\u00e1c nh\u00e0 khoa h\u1ecdc v\u1eabn ti\u1ebfp t\u1ee5c l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n

C\u00e1c thu\u1eadt to\u00e1n ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c c\u1ea3i ti\u1ebfn.<\/p>\n\n\n\n

Ph\u1ea7n c\u1ee9ng ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n

V\u00e0 quan tr\u1ecdng nh\u1ea5t, l\u01b0\u1ee3ng d\u1eef li\u1ec7u do con ng\u01b0\u1eddi t\u1ea1o ra ng\u00e0y c\u00e0ng t\u0103ng.<\/p>\n\n\n\n

Nh\u1eefng y\u1ebfu t\u1ed1 \u1ea5y \u00e2m th\u1ea7m chu\u1ea9n b\u1ecb cho m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t l\u1edbn.<\/p>\n\n\n\n

Khi d\u1eef li\u1ec7u tr\u1edf th\u00e0nh nhi\u00ean li\u1ec7u c\u1ee7a tr\u00ed tu\u1ec7<\/strong><\/p>\n\n\n\n

B\u01b0\u1edbc sang th\u1ebf k\u1ef7 XXI, th\u1ebf gi\u1edbi thay \u0111\u1ed5i nhanh ch\u00f3ng.<\/p>\n\n\n\n

Internet ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n

\u0110i\u1ec7n tho\u1ea1i th\u00f4ng minh xu\u1ea5t hi\u1ec7n.<\/p>\n\n\n\n

M\u00e1y \u1ea3nh k\u1ef9 thu\u1eadt s\u1ed1 ph\u1ed5 bi\u1ebfn.<\/p>\n\n\n\n

M\u1ea1ng x\u00e3 h\u1ed9i b\u00f9ng n\u1ed5.<\/p>\n\n\n\n

Con ng\u01b0\u1eddi b\u1eaft \u0111\u1ea7u t\u1ea1o ra m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 m\u1ed7i ng\u00e0y.<\/p>\n\n\n\n

C\u00f9ng l\u00fac \u0111\u00f3, n\u0103ng l\u1ef1c t\u00ednh to\u00e1n c\u1ee7a m\u00e1y t\u00ednh t\u0103ng l\u00ean m\u1ea1nh m\u1ebd, \u0111\u1eb7c bi\u1ec7t v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a GPU v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u00ednh to\u00e1n song song.<\/p>\n\n\n\n

AI c\u00f3 th\u00eam hai th\u1ee9 m\u00e0 nh\u1eefng th\u1ebf h\u1ec7 tr\u01b0\u1edbc c\u00f2n thi\u1ebfu:<\/p>\n\n\n\n

d\u1eef li\u1ec7u v\u00e0 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n.<\/strong><\/p>\n\n\n\n

M\u1ea1ng n\u01a1ron s\u00e2u \u2013 Deep Learning<\/strong> \u2013 b\u1eaft \u0111\u1ea7u th\u1ec3 hi\u1ec7n s\u1ee9c m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i trong nhi\u1ec1u b\u00e0i to\u00e1n.<\/p>\n\n\n\n

M\u00e1y t\u00ednh c\u00f3 th\u1ec3 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh.<\/p>\n\n\n\n

Nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i.<\/p>\n\n\n\n

D\u1ecbch ng\u00f4n ng\u1eef.<\/p>\n\n\n\n

Ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u.<\/p>\n\n\n\n

Ph\u00e1t hi\u1ec7n v\u1eadt th\u1ec3.<\/p>\n\n\n\n

Ch\u01a1i nh\u1eefng tr\u00f2 ch\u01a1i ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n

V\u00e0 t\u1eebng b\u01b0\u1edbc ti\u1ebfn g\u1ea7n h\u01a1n \u0111\u1ebfn kh\u1ea3 n\u0103ng x\u1eed l\u00fd nh\u1eefng nhi\u1ec7m v\u1ee5 v\u1ed1n \u0111\u01b0\u1ee3c xem l\u00e0 \u0111\u1eb7c tr\u01b0ng c\u1ee7a tr\u00ed th\u00f4ng minh con ng\u01b0\u1eddi.<\/p>\n\n\n\n

B\u01b0\u1edbc ngo\u1eb7t AlphaGo<\/strong><\/p>\n\n\n\n

N\u0103m 2016, th\u1ebf gi\u1edbi ch\u1ee9ng ki\u1ebfn m\u1ed9t kho\u1ea3nh kh\u1eafc mang t\u00ednh bi\u1ec3u t\u01b0\u1ee3ng.<\/p>\n\n\n\n

H\u1ec7 th\u1ed1ng AlphaGo<\/strong> c\u1ee7a DeepMind \u0111\u00e1nh b\u1ea1i k\u1ef3 th\u1ee7 c\u1edd v\u00e2y h\u00e0ng \u0111\u1ea7u Lee Sedol.<\/p>\n\n\n\n

C\u1edd v\u00e2y t\u1eebng \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t th\u1eed th\u00e1ch \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi AI b\u1edfi s\u1ed1 l\u01b0\u1ee3ng n\u01b0\u1edbc \u0111i kh\u1ed5ng l\u1ed3 v\u00e0 t\u00ednh tr\u1ef1c gi\u00e1c cao c\u1ee7a tr\u00f2 ch\u01a1i.<\/p>\n\n\n\n

Chi\u1ebfn th\u1eafng \u1ea5y kh\u00f4ng \u0111\u01a1n gi\u1ea3n l\u00e0 chuy\u1ec7n m\u1ed9t chi\u1ebfc m\u00e1y th\u1eafng m\u1ed9t con ng\u01b0\u1eddi.<\/p>\n\n\n\n

N\u00f3 g\u1eedi \u0111i m\u1ed9t th\u00f4ng \u0111i\u1ec7p m\u1ea1nh m\u1ebd:<\/p>\n\n\n\n

M\u00e1y m\u00f3c c\u00f3 th\u1ec3 h\u1ecdc \u0111\u01b0\u1ee3c nh\u1eefng chi\u1ebfn l\u01b0\u1ee3c m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng tr\u1ef1c ti\u1ebfp l\u1eadp tr\u00ecnh t\u1eebng b\u01b0\u1edbc.<\/strong><\/p>\n\n\n\n

AI b\u1eaft \u0111\u1ea7u chuy\u1ec3n t\u1eeb nh\u1eefng h\u1ec7 th\u1ed1ng ch\u1ee7 y\u1ebfu l\u00e0m theo quy t\u1eafc \u0111\u01b0\u1ee3c vi\u1ebft s\u1eb5n sang nh\u1eefng h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eeb d\u1eef li\u1ec7u.<\/p>\n\n\n\n

V\u00e0 r\u1ed3i AI b\u1eaft \u0111\u1ea7u bi\u1ebft \u201cs\u00e1ng t\u1ea1o\u201d<\/strong><\/p>\n\n\n\n

N\u1ebfu AI tr\u01b0\u1edbc \u0111\u00e2y ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 nh\u1eadn bi\u1ebft v\u00e0 d\u1ef1 \u0111o\u00e1n, th\u00ec m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t m\u1edbi xu\u1ea5t hi\u1ec7n:<\/p>\n\n\n\n

AI t\u1ea1o sinh \u2013 Generative AI.<\/strong><\/p>\n\n\n\n

C\u00e1c m\u00f4 h\u00ecnh AI m\u1edbi c\u00f3 th\u1ec3 t\u1ea1o ra v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh, video v\u00e0 m\u00e3 l\u1eadp tr\u00ecnh.<\/p>\n\n\n\n

\u0110\u00e2y l\u00e0 m\u1ed9t thay \u0111\u1ed5i r\u1ea5t l\u1edbn.<\/p>\n\n\n\n

M\u1ed9t c\u1ed7 m\u00e1y kh\u00f4ng ch\u1ec9 c\u00f2n tr\u1ea3 l\u1eddi:<\/p>\n\n\n\n

\u201c\u0110\u00e2y l\u00e0 g\u00ec?\u201d<\/p>\n\n\n\n

N\u00f3 b\u1eaft \u0111\u1ea7u c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n nh\u1eefng y\u00eau c\u1ea7u nh\u01b0:<\/p>\n\n\n\n

\u201cH\u00e3y vi\u1ebft cho t\u00f4i m\u1ed9t b\u00e0i b\u00e1o.\u201d<\/p>\n\n\n\n

\u201cH\u00e3y t\u1ea1o m\u1ed9t b\u1ee9c tranh.\u201d<\/p>\n\n\n\n

\u201cH\u00e3y vi\u1ebft m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh.\u201d<\/p>\n\n\n\n

\u201cH\u00e3y d\u1ecbch t\u00e0i li\u1ec7u n\u00e0y.\u201d<\/p>\n\n\n\n

\u201cH\u00e3y s\u00e1ng t\u00e1c m\u1ed9t b\u00e0i h\u00e1t.\u201d<\/p>\n\n\n\n

\u201cH\u00e3y gi\u1ea3i th\u00edch v\u1ea5n \u0111\u1ec1 n\u00e0y.\u201d<\/p>\n\n\n\n

AI b\u1eaft \u0111\u1ea7u tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi con ng\u01b0\u1eddi.<\/p>\n\n\n\n

T\u1eeb m\u00e1y t\u00ecm ki\u1ebfm \u0111\u1ebfn ng\u01b0\u1eddi c\u1ed9ng t\u00e1c<\/strong><\/p>\n\n\n\n

\u0110i\u1ec1u \u0111\u1eb7c bi\u1ec7t c\u1ee7a th\u1ebf h\u1ec7 AI hi\u1ec7n nay kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng x\u1eed l\u00fd th\u00f4ng tin.<\/p>\n\n\n\n

N\u00f3 n\u1eb1m \u1edf giao ti\u1ebfp<\/strong>.<\/p>\n\n\n\n

Con ng\u01b0\u1eddi c\u00f3 th\u1ec3 n\u00f3i chuy\u1ec7n v\u1edbi m\u00e1y b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/p>\n\n\n\n

Kh\u00f4ng c\u1ea7n bi\u1ebft l\u1eadp tr\u00ecnh.<\/p>\n\n\n\n

Kh\u00f4ng c\u1ea7n hi\u1ec3u s\u00e2u v\u1ec1 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u.<\/p>\n\n\n\n

Kh\u00f4ng c\u1ea7n bi\u1ebft b\u00ean trong m\u00f4 h\u00ecnh c\u00f3 h\u00e0ng t\u1ef7 tham s\u1ed1 nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n\n\n\n

Ch\u00fang ta ch\u1ec9 c\u1ea7n \u0111\u1eb7t c\u00e2u h\u1ecfi.<\/p>\n\n\n\n

V\u00e0 m\u00e1y c\u00f3 th\u1ec3 ph\u1ea3n h\u1ed3i.<\/p>\n\n\n\n

\u0110i\u1ec1u n\u00e0y l\u00e0m thay \u0111\u1ed5i m\u1ed1i quan h\u1ec7 gi\u1eefa con ng\u01b0\u1eddi v\u00e0 m\u00e1y t\u00ednh.<\/p>\n\n\n\n

Trong nhi\u1ec1u th\u1eadp k\u1ef7, con ng\u01b0\u1eddi ph\u1ea3i h\u1ecdc c\u00e1ch n\u00f3i theo ng\u00f4n ng\u1eef c\u1ee7a m\u00e1y.<\/p>\n\n\n\n

Ng\u00e0y nay, m\u00e1y \u0111ang ng\u00e0y c\u00e0ng h\u1ecdc c\u00e1ch hi\u1ec3u ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n

T\u1eeb AI \u0111\u1ebfn AGI<\/strong><\/p>\n\n\n\n

Nh\u01b0ng c\u00e2u chuy\u1ec7n ch\u01b0a d\u1eebng l\u1ea1i \u1edf \u0111\u00f3.<\/p>\n\n\n\n

M\u1ed9t c\u00e2u h\u1ecfi l\u1edbn h\u01a1n \u0111ang xu\u1ea5t hi\u1ec7n:<\/p>\n\n\n\n

Li\u1ec7u ch\u00fang ta c\u00f3 th\u1ec3 t\u1ea1o ra AGI \u2013 Artificial General Intelligence, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ed5ng qu\u00e1t?<\/strong><\/p>\n\n\n\n

M\u1ed9t h\u1ec7 th\u1ed1ng kh\u00f4ng ch\u1ec9 gi\u1ecfi m\u1ed9t nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3 m\u00e0 c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi v\u00e0 gi\u1ea3i quy\u1ebft nhi\u1ec1u lo\u1ea1i v\u1ea5n \u0111\u1ec1 kh\u00e1c nhau, th\u00edch nghi v\u1edbi ho\u00e0n c\u1ea3nh m\u1edbi v\u00e0 s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c t\u1eeb l\u0129nh v\u1ef1c n\u00e0y \u0111\u1ec3 h\u1ed7 tr\u1ee3 l\u0129nh v\u1ef1c kh\u00e1c.<\/p>\n\n\n\n

N\u1ebfu AI hi\u1ec7n t\u1ea1i gi\u1ed1ng nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 r\u1ea5t m\u1ea1nh, th\u00ec AGI \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 c\u00f3 t\u00ednh t\u1ed5ng qu\u00e1t cao h\u01a1n.<\/p>\n\n\n\n

V\u00e0 xa h\u01a1n n\u1eefa l\u00e0 nh\u1eefng c\u00e2u h\u1ecfi v\u1ec1 ASI \u2013 Artificial Superintelligence<\/strong>, m\u1ed9t d\u1ea1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 n\u0103ng l\u1ef1c v\u01b0\u1ee3t xa con ng\u01b0\u1eddi tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c.<\/p>\n\n\n\n

\u0110\u00e2y v\u1eabn l\u00e0 nh\u1eefng v\u1ea5n \u0111\u1ec1 m\u1edf.<\/p>\n\n\n\n

Kh\u00f4ng ai c\u00f3 th\u1ec3 ch\u1eafc ch\u1eafn t\u01b0\u01a1ng lai s\u1ebd di\u1ec5n ra ch\u00ednh x\u00e1c nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n\n\n\n

Nh\u01b0ng m\u1ed9t \u0111i\u1ec1u \u0111\u00e3 r\u00f5:<\/p>\n\n\n\n

C\u00e1nh c\u1eeda \u1ea5y \u0111\u00e3 \u0111\u01b0\u1ee3c m\u1edf.<\/strong><\/p>\n\n\n\n

T\u00f4i nh\u1edb l\u1ea1i cu\u1ed1n s\u00e1ch n\u0103m n\u00e0o<\/strong><\/p>\n\n\n\n

\u0110\u00f4i khi t\u00f4i t\u1ef1 h\u1ecfi:<\/p>\n\n\n\n

N\u1ebfu ng\u00e0y \u1ea5y t\u00f4i bi\u1ebft r\u1eb1ng nh\u1eefng m\u1ea1ng n\u01a1ron \u0111\u01b0\u1ee3c v\u1ebd tr\u00ean trang s\u00e1ch s\u1ebd m\u1ed9t ng\u00e0y tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng cho nh\u1eefng h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 tr\u00f2 chuy\u1ec7n, vi\u1ebft v\u0103n, l\u1eadp tr\u00ecnh, s\u00e1ng t\u1ea1o h\u00ecnh \u1ea3nh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi trong v\u00f4 s\u1ed1 l\u0129nh v\u1ef1c, c\u00f3 l\u1ebd t\u00f4i \u0111\u00e3 nh\u00ecn cu\u1ed1n s\u00e1ch \u1ea5y b\u1eb1ng m\u1ed9t \u00e1nh m\u1eaft kh\u00e1c.<\/p>\n\n\n\n

Nh\u01b0ng c\u00f3 l\u1ebd \u0111i\u1ec1u th\u00fa v\u1ecb nh\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 AI \u0111\u00e3 \u0111i xa \u0111\u1ebfn \u0111\u00e2u.<\/p>\n\n\n\n

M\u00e0 l\u00e0:<\/p>\n\n\n\n

m\u1ed9t \u00fd t\u01b0\u1edfng nh\u1ecf c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i trong tr\u00ed nh\u1edb c\u1ee7a m\u1ed9t \u0111\u1ee9a tr\u1ebb h\u00e0ng ch\u1ee5c n\u0103m, r\u1ed3i m\u1ed9t ng\u00e0y tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c ngay tr\u01b0\u1edbc m\u1eaft n\u00f3.<\/strong><\/p>\n\n\n\n

Ng\u00e0y c\u00f2n b\u00e9, t\u00f4i ch\u1ec9 c\u00f3 m\u1ed9t cu\u1ed1n s\u00e1ch.<\/p>\n\n\n\n

Ng\u00e0y h\u00f4m nay, t\u00f4i c\u00f3 th\u1ec3 tr\u00f2 chuy\u1ec7n tr\u1ef1c ti\u1ebfp v\u1edbi m\u1ed9t h\u1ec7 th\u1ed1ng AI.<\/p>\n\n\n\n

Kho\u1ea3ng c\u00e1ch gi\u1eefa hai th\u1eddi \u0111i\u1ec3m \u1ea5y l\u00e0 c\u1ea3 m\u1ed9t h\u00e0nh tr\u00ecnh d\u00e0i c\u1ee7a nh\u00e2n lo\u1ea1i:<\/p>\n\n\n\n

T\u1eeb nh\u1eefng m\u1ea1ch \u0111i\u1ec7n \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn si\u00eau m\u00e1y t\u00ednh.<\/p>\n\n\n\n

T\u1eeb nh\u1eefng ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01b0\u1ee3c vi\u1ebft t\u1eebng d\u00f2ng \u0111\u1ebfn nh\u1eefng m\u00f4 h\u00ecnh h\u1ecdc t\u1eeb l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3.<\/p>\n\n\n\n

T\u1eeb nh\u1eefng n\u01a1ron nh\u00e2n t\u1ea1o \u0111\u1ea7u ti\u00ean \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh AI hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n\n\n

T\u1eeb c\u00e2u h\u1ecfi \u201cM\u00e1y c\u00f3 th\u1ec3 suy ngh\u0129 kh\u00f4ng?\u201d<\/strong><\/p>\n\n\n\n

\u0111\u1ebfn c\u00e2u h\u1ecfi l\u1edbn h\u01a1n:<\/p>\n\n\n\n

\u201cCon ng\u01b0\u1eddi s\u1ebd l\u00e0m g\u00ec khi tr\u00ed tu\u1ec7 kh\u00f4ng c\u00f2n l\u00e0 \u0111\u1eb7c quy\u1ec1n duy nh\u1ea5t c\u1ee7a sinh h\u1ecdc?\u201d<\/strong><\/p>\n\n\n\n

M\u1ed9t ch\u01b0\u01a1ng m\u1edbi c\u1ee7a l\u1ecbch s\u1eed nh\u00e2n lo\u1ea1i<\/strong><\/p>\n\n\n\n

AI kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7.<\/p>\n\n\n\n

N\u00f3 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t h\u1ea1 t\u1ea7ng tr\u00ed tu\u1ec7 m\u1edbi c\u1ee7a x\u00e3 h\u1ed9i.<\/p>\n\n\n\n

N\u00f3 s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn gi\u00e1o d\u1ee5c, y t\u1ebf, khoa h\u1ecdc, s\u1ea3n xu\u1ea5t, kinh t\u1ebf, truy\u1ec1n th\u00f4ng, ngh\u1ec7 thu\u1eadt, qu\u1ed1c ph\u00f2ng v\u00e0 c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n

Nh\u01b0ng c\u00f9ng v\u1edbi c\u01a1 h\u1ed9i l\u00e0 nh\u1eefng c\u00e2u h\u1ecfi ch\u01b0a c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi cu\u1ed1i c\u00f9ng:<\/p>\n\n\n\n

Ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m khi AI m\u1eafc sai l\u1ea7m?<\/p>\n\n\n\n

L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ki\u1ec3m so\u00e1t nh\u1eefng h\u1ec7 th\u1ed1ng ng\u00e0y c\u00e0ng m\u1ea1nh?<\/p>\n\n\n\n

Con ng\u01b0\u1eddi s\u1ebd l\u00e0m g\u00ec khi nhi\u1ec1u c\u00f4ng vi\u1ec7c tr\u00ed \u00f3c \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a?<\/p>\n\n\n\n

Gi\u00e1 tr\u1ecb c\u1ee7a s\u00e1ng t\u1ea1o con ng\u01b0\u1eddi s\u1ebd thay \u0111\u1ed5i nh\u01b0 th\u1ebf n\u00e0o?<\/p>\n\n\n\n

V\u00e0 quan tr\u1ecdng nh\u1ea5t:<\/p>\n\n\n\n

AI s\u1ebd tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 c\u1ee7a con ng\u01b0\u1eddi, hay con ng\u01b0\u1eddi s\u1ebd ph\u1ea3i h\u1ecdc c\u00e1ch s\u1ed1ng c\u00f9ng m\u1ed9t d\u1ea1ng tr\u00ed tu\u1ec7 m\u1edbi?<\/strong><\/p>\n\n\n\n

Kh\u00f4ng ai bi\u1ebft ch\u1eafc.<\/p>\n\n\n\n

Nh\u01b0ng l\u1ecbch s\u1eed c\u00f4ng ngh\u1ec7 cho th\u1ea5y m\u1ed9t \u0111i\u1ec1u:<\/p>\n\n\n\n

M\u1ed7i khi con ng\u01b0\u1eddi t\u1ea1o ra m\u1ed9t c\u00f4ng c\u1ee5 m\u1edbi, ch\u00ednh c\u00f4ng c\u1ee5 \u1ea5y l\u1ea1i m\u1edf ra nh\u1eefng kh\u1ea3 n\u0103ng m\u00e0 th\u1ebf h\u1ec7 tr\u01b0\u1edbc kh\u00f3 c\u00f3 th\u1ec3 t\u01b0\u1edfng t\u01b0\u1ee3ng.<\/p>\n\n\n\n

C\u00f3 l\u1ebd AI c\u0169ng v\u1eady.<\/p>\n\n\n\n

T\u1eeb m\u1ed9t \u0111\u1ee9a tr\u1ebb \u0111\u1ebfn t\u01b0\u01a1ng lai<\/strong><\/p>\n\n\n\n

T\u00f4i v\u1eabn nh\u1edb h\u00ecnh \u1ea3nh m\u1ed9t \u0111\u1ee9a tr\u1ebb c\u1ea7m cu\u1ed1n s\u00e1ch n\u00f3i v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 m\u1ea1ng n\u01a1ron th\u1ea7n kinh nh\u00e2n t\u1ea1o<\/strong>.<\/p>\n\n\n\n

Khi \u1ea5y, t\u01b0\u01a1ng lai n\u1eb1m trong nh\u1eefng trang s\u00e1ch.<\/p>\n\n\n\n

Ng\u00e0y h\u00f4m nay, t\u01b0\u01a1ng lai \u0111ang n\u1eb1m ngay tr\u01b0\u1edbc m\u1eaft ch\u00fang ta.<\/p>\n\n\n\n

V\u00e0 c\u00f3 th\u1ec3 v\u00e0i ch\u1ee5c n\u0103m n\u1eefa, m\u1ed9t \u0111\u1ee9a tr\u1ebb kh\u00e1c s\u1ebd c\u1ea7m tr\u00ean tay m\u1ed9t cu\u1ed1n s\u00e1ch v\u1ec1 l\u1ecbch s\u1eed AI.<\/p>\n\n\n\n

N\u00f3 s\u1ebd \u0111\u1ecdc v\u1ec1 nh\u1eefng chi\u1ebfc m\u00e1y t\u00ednh \u0111\u1ea7u ti\u00ean.<\/p>\n\n\n\n

V\u1ec1 Turing.<\/p>\n\n\n\n

V\u1ec1 nh\u1eefng m\u1ea1ng n\u01a1ron s\u01a1 khai.<\/p>\n\n\n\n

V\u1ec1 Deep Learning.<\/p>\n\n\n\n

V\u1ec1 AI t\u1ea1o sinh.<\/p>\n\n\n\n

V\u1ec1 nh\u1eefng b\u01b0\u1edbc ti\u1ebfn t\u1edbi AGI.<\/p>\n\n\n\n

V\u00e0 c\u00f3 th\u1ec3 n\u00f3 s\u1ebd m\u1ec9m c\u01b0\u1eddi khi ngh\u0129 r\u1eb1ng:<\/p>\n\n\n\n

\u201cNg\u00e0y x\u01b0a, con ng\u01b0\u1eddi t\u1eebng ng\u1ea1c nhi\u00ean khi m\u00e1y t\u00ednh bi\u1ebft n\u00f3i chuy\u1ec7n.\u201d<\/strong><\/p>\n\n\n\n

B\u1edfi khi \u1ea5y, c\u00f3 l\u1ebd c\u00e2u h\u1ecfi c\u1ee7a nh\u00e2n lo\u1ea1i s\u1ebd kh\u00f4ng c\u00f2n l\u00e0:<\/p>\n\n\n\n

\u201cM\u00e1y c\u00f3 th\u1ec3 th\u00f4ng minh \u0111\u1ebfn \u0111\u00e2u?\u201d<\/strong><\/p>\n\n\n\n

M\u00e0 s\u1ebd l\u00e0:<\/p>\n\n\n\n

\u201cCon ng\u01b0\u1eddi c\u00f3 th\u1ec3 c\u00f9ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n v\u0103n minh t\u1ed1t \u0111\u1eb9p \u0111\u1ebfn \u0111\u00e2u?\u201d<\/strong><\/p>\n\n\n\n

Cu\u1ed1n s\u00e1ch ng\u00e0y n\u00e0o \u0111\u00e3 m\u1edf ra m\u1ed9t c\u00e2u h\u1ecfi.<\/p>\n\n\n\n

C\u00f2n t\u01b0\u01a1ng lai s\u1ebd l\u00e0 c\u00e2u tr\u1ea3 l\u1eddi.<\/p>\n\n\n\n

V\u00e0 ch\u00fang ta \u0111ang s\u1ed1ng ngay trong nh\u1eefng trang \u0111\u1ea7u ti\u00ean c\u1ee7a ch\u01b0\u01a1ng m\u1edbi \u1ea5y.<\/strong><\/p>\n\n\n

Tags: <\/span>AGI<\/a>, <\/span>AI<\/a>, <\/span>AI t\u1ea1o sinh<\/a>, <\/span>Artificial Intelligence<\/a>, <\/span>ASI<\/a>, <\/span>chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a>, <\/span>c\u00f4ng ngh\u1ec7<\/a>, <\/span>Deep Learning<\/a>, <\/span>Generative AI<\/a>, <\/span>l\u1ecbch s\u1eed AI<\/a>, <\/span>Machine Learning<\/a>, <\/span>M\u1ea1ng n\u01a1ron nh\u00e2n t\u1ea1o<\/a>, <\/span>Neural Network<\/a>, <\/span>Th\u1ebb (Tags): Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>, <\/span>t\u01b0\u01a1ng lai AI<\/a><\/div>","protected":false},"excerpt":{"rendered":"

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