T\u00f4i \u0111\u00e3 quan s\u00e1t th\u1ea5y v\u00f4 s\u1ed1 kho\u1ea3ng tr\u1ed1ng th\u1eddi gian nh\u01b0 v\u1eady. Giao di\u1ec7n \u0111\u1ed3 h\u1ecda v\u00e0 chu\u1ed9t \u0111\u01b0\u1ee3c ph\u00e1t minh v\u00e0o nh\u1eefng n\u0103m 1960 nh\u01b0ng ch\u1ec9 \u0111\u01b0\u1ee3c Apple Macintosh ph\u1ed5 bi\u1ebfn v\u00e0o n\u0103m 1984. B\u1ea1n c\u00f3 th\u1ec3 xem h\u00ecnh \u1ea3nh con chu\u1ed9t nguy\u00ean m\u1eabu c\u1ee7a Douglas Engelbart t\u1eeb n\u0103m 1964 b\u00ean d\u01b0\u1edbi.<\/p>\n
![\"\"](\"https:\/\/fabricegrinda.com\/wp-content\/uploads\/2023\/05\/image-1.png\")
<\/figure>\n<\/div>\nV\u00e0o nh\u1eefng n\u0103m 1980, t\u00f4i \u0111ang ch\u01a1i PC c\u1ee7a m\u00ecnh \u1edf Ph\u00e1p v\u00e0 k\u1ebft n\u1ed1i v\u1edbi D\u1ecbch v\u1ee5 B\u1ea3ng th\u00f4ng b\u00e1o qua modem trong khi ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a Ph\u00e1p \u0111ang s\u1eed d\u1ee5ng Minitel. V\u00e0o \u0111\u1ea7u nh\u1eefng n\u0103m 1990 t\u1ea1i Princeton, t\u00f4i c\u00f3 vinh d\u1ef1 \u0111\u01b0\u1ee3c truy c\u1eadp Internet t\u1ed1c \u0111\u1ed9 cao ngay trong ph\u00f2ng k\u00fd t\u00fac x\u00e1 c\u1ee7a m\u00ecnh trong khi th\u1ebf gi\u1edbi \u0111ang k\u1ebft n\u1ed1i th\u00f4ng qua \u0111\u01b0\u1eddng quay s\u1ed1 ch\u1eadm. Trong c\u1ea3 hai tr\u01b0\u1eddng h\u1ee3p, t\u00f4i th\u1ea5y r\u00f5 r\u00e0ng r\u1eb1ng PC v\u00e0 b\u0103ng th\u00f4ng r\u1ed9ng l\u00e0 t\u01b0\u01a1ng lai. Quan ni\u1ec7m \u0111\u00f3 ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 ph\u1ea3n kh\u00e1ng \u0111\u00e1ng k\u1ec3. H\u1ea7u h\u1ebft \u0111\u1ec1u cho r\u1eb1ng ch\u00fang qu\u00e1 ph\u1ee9c t\u1ea1p v\u00e0 t\u1ed1n k\u00e9m, b\u1ecf qua r\u1eb1ng c\u00f4ng ngh\u1ec7 c\u1ef1c k\u1ef3 gi\u1ea3m ph\u00e1t v\u00e0 kh\u00f4ng ng\u1eebng c\u1ea3i ti\u1ebfn v\u00e0 \u0111\u01a1n gi\u1ea3n h\u00f3a. T\u00f4i \u0111\u00e3 \u0111\u00fang; tuy nhi\u00ean, ph\u1ea3i m\u1ea5t nhi\u1ec1u th\u1eadp k\u1ef7 t\u1ea7m nh\u00ecn \u0111\u00f3 m\u1edbi th\u00e0nh hi\u1ec7n th\u1ef1c.<\/p>\n
![\"\"](\"https:\/\/fabricegrinda.com\/wp-content\/uploads\/2023\/05\/image-2.png\")
<\/figure>\n<\/div>\nV\u00e0o \u0111\u1ea7u nh\u1eefng n\u0103m 1990, t\u00f4i \u0111\u00e3 n\u00f3i v\u1edbi b\u1ed1 t\u00f4i \u0111\u1eebng \u0111\u1ea7u t\u01b0 v\u00e0o AOL v\u00ec dialup ch\u1eafc ch\u1eafn s\u1ebd bi\u1ebfn m\u1ea5t. Doanh thu quay s\u1ed1 v\u1eabn chi\u1ebfm 45% doanh thu c\u1ee7a AOL v\u00e0o n\u0103m 2004! T\u01b0\u01a1ng t\u1ef1 nh\u01b0 v\u1eady, t\u00f4i \u0111\u00e3 n\u00f3i v\u1edbi b\u1ed1 t\u00f4i kh\u00f4ng \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u1ee3t IPO c\u1ee7a Netflix v\u00e0o n\u0103m 2002 v\u00ec t\u1ef7 su\u1ea5t l\u1ee3i nhu\u1eadn 50% s\u1ebd b\u1ecb gi\u1ea3m do vi\u1ec7c chuy\u1ec3n sang b\u0103ng th\u00f4ng r\u1ed9ng c\u00f3 ngh\u0129a l\u00e0 h\u1ecd s\u1ebd ph\u1ea3i chuy\u1ec3n sang ph\u00e1t tr\u1ef1c tuy\u1ebfn v\u00e0 ng\u1eebng v\u1eadn chuy\u1ec3n DVD qua \u0111\u01b0\u1eddng b\u01b0u \u0111i\u1ec7n. K\u1ebft qu\u1ea3 l\u00e0 h\u1ecd s\u1ebd ph\u1ea3i c\u1ea5p ph\u00e9p n\u1ed9i dung t\u1eeb ng\u01b0\u1eddi kh\u00e1c v\u00e0\/ho\u1eb7c s\u1ea3n xu\u1ea5t n\u1ed9i dung, c\u1ea3 hai l\u0129nh v\u1ef1c n\u00e0y s\u1ebd l\u00e0 m\u1ed9t ho\u1ea1t \u0111\u1ed9ng kinh doanh r\u1ea5t kh\u00e1c so v\u1edbi ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee7a h\u1ecd. S\u1ed1 l\u01b0\u1ee3ng DVD l\u1ea7n \u0111\u1ea7u ti\u00ean gi\u1ea3m v\u00e0o n\u0103m 2011 (v\u00e0 ch\u00fang \u0111\u00e3 \u0111\u00f3ng \u0111inh qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i). Trong c\u1ea3 hai tr\u01b0\u1eddng h\u1ee3p, t\u00f4i \u0111\u1ec1u \u0111\u00fang, nh\u01b0ng l\u1ea1i sai m\u1ed9t th\u1eadp k\u1ef7 v\u1ec1 th\u1eddi \u0111i\u1ec3m.<\/p>\n
![\"\"](\"https:\/\/fabricegrinda.com\/wp-content\/uploads\/2023\/05\/Screenshot-2023-05-22-at-10.22.12-AM.png\")
<\/figure>\n<\/div>\nL\u00e0 m\u1ed9t chuy\u00ean gia b\u1eadn r\u1ed9n \u1edf New York, t\u00f4i ch\u01b0a bao gi\u1edd h\u1ecdc n\u1ea5u \u0103n v\u00e0 l\u00e0 ng\u01b0\u1eddi s\u1eed d\u1ee5ng D\u00e0n Web t\u1eeb r\u1ea5t s\u1edbm v\u00e0o n\u0103m 2005. Y\u00eau th\u00edch s\u1ef1 ti\u1ec7n l\u1ee3i v\u00e0 \u0111a d\u1ea1ng, t\u00f4i coi vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o th\u1ecb tr\u01b0\u1eddng giao \u0111\u1ed3 \u0103n tr\u1ef1c tuy\u1ebfn l\u00e0 m\u1ed9t trong nh\u1eefng \u01b0u ti\u00ean c\u1ee7a m\u00ecnh. FJ Labs hi\u1ec7n c\u00f3 83 kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u00e0o Foodtech. N\u0103m 2010, Jose v\u00e0 t\u00f4i \u0111\u1ea7u t\u01b0 v\u00e0o Lieferheld, m\u1ed9t c\u00f4ng ty giao \u0111\u1ed3 \u0103n \u1edf \u0110\u1ee9c v\u00e0 cu\u1ed1i c\u00f9ng tr\u1edf th\u00e0nh Delivery Hero<\/a> , c\u00f4ng ty h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi v\u1ec1 giao \u0111\u1ed3 \u0103n. C\u00f4ng ty \u0111\u00e3 ra m\u1eaft c\u00f4ng ch\u00fang v\u00e0o n\u0103m 2017. T\u00f4i th\u01b0\u1eddng b\u00e1n c\u1ed5 phi\u1ebfu c\u1ee7a m\u00ecnh khi c\u1ed5 phi\u1ebfu c\u1ee7a c\u00e1c c\u00f4ng ty \u0111\u01b0\u1ee3c ni\u00eam y\u1ebft, nh\u01b0ng t\u00f4i r\u1ea5t l\u1ea1c quan v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh giao \u0111\u1ed3 \u0103n n\u00ean t\u00f4i \u0111\u00e3 n\u1eafm gi\u1eef c\u1ed5 phi\u1ebfu c\u1ee7a m\u00ecnh. Nhi\u1ec1u ng\u01b0\u1eddi t\u1ecf ra ho\u00e0i nghi v\u00e0 v\u1ed1n h\u00f3a th\u1ecb tr\u01b0\u1eddng c\u1ee7a c\u00f4ng ty \u0111\u00e3 gi\u1ea3m t\u1eeb m\u1ee9c cao 30 t\u1ef7 USD xu\u1ed1ng c\u00f2n 10 t\u1ef7 USD. \u0110\u00fang l\u00e0 ng\u00e0y nay tr\u1ea3i nghi\u1ec7m giao \u0111\u1ed3 \u0103n tr\u1ef1c tuy\u1ebfn c\u00f2n h\u1ea1n ch\u1ebf v\u00e0 t\u1ea7m th\u01b0\u1eddng. B\u1ea1n ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c b\u00e1n \u0111\u1ed3 \u0103n nhanh kh\u00f4ng t\u1ed1t cho s\u1ee9c kh\u1ecfe, v\u1edbi gi\u00e1 cao, chi ph\u00ed giao h\u00e0ng cao v\u00e0 th\u1eddi gian giao h\u00e0ng t\u1eeb 30 ph\u00fat tr\u1edf l\u00ean. Tuy nhi\u00ean, t\u00f4i c\u00f3 th\u1ec3 t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t t\u01b0\u01a1ng lai khi th\u1ee9c \u0103n \u0111\u01b0\u1ee3c ch\u1ebf bi\u1ebfn trong nh\u1eefng c\u0103n b\u1ebfp ma chi ph\u00ed th\u1ea5p, bao g\u1ed3m t\u1ea5t c\u1ea3 c\u00e1c d\u1ecb \u1ee9ng th\u1ef1c ph\u1ea9m v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng th\u1ef1c ph\u1ea9m, \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb trong v\u00f2ng ch\u01b0a \u0111\u1ea7y 3 ph\u00fat v\u00ec \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho vi\u1ec7c giao h\u00e0ng, v\u1edbi chi ph\u00ed giao h\u00e0ng th\u1ea5p nh\u1edd kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 \u2013 c\u00f3 th\u1ec3 l\u00e0 m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i \u1edf v\u00f9ng ngo\u1ea1i \u00f4 ho\u1eb7c ph\u01b0\u01a1ng ti\u1ec7n giao h\u00e0ng t\u1ef1 \u0111\u1ed9ng, n\u01a1i \u0111\u1ed3 \u0103n \u0111\u01b0\u1ee3c giao trong v\u00f2ng ch\u01b0a \u0111\u1ea7y 15 ph\u00fat. Trong th\u1ebf gi\u1edbi n\u00e0y, vi\u1ec7c n\u1ea5u \u0103n ch\u1eb3ng c\u00f3 \u00fd ngh\u0129a g\u00ec v\u00ec b\u1ea1n s\u1ebd t\u1ed1n nhi\u1ec1u ti\u1ec1n h\u01a1n khi mua h\u00e0ng t\u1ea1p h\u00f3a v\u00e0 n\u1ea5u b\u1eefa \u0103n so v\u1edbi \u0111\u1eb7t h\u00e0ng tr\u1ef1c tuy\u1ebfn, th\u1eadm ch\u00ed ch\u01b0a t\u00ednh \u0111\u1ebfn chi ph\u00ed c\u01a1 h\u1ed9i v\u1ec1 th\u1eddi gian c\u1ee7a b\u1ea1n. Vi\u1ec7c m\u1ecdi ng\u01b0\u1eddi c\u00f3 b\u1ebfp \u1edf nh\u1eefng th\u00e0nh ph\u1ed1 c\u00f3 b\u1ea5t \u0111\u1ed9ng s\u1ea3n \u0111\u1eaft \u0111\u1ecf nh\u01b0 New York th\u1eadm ch\u00ed c\u00f3 th\u1ec3 kh\u00f4ng c\u00f3 \u00fd ngh\u0129a g\u00ec. \u0110i\u1ec1u n\u00e0y kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 vi\u1ec7c n\u1ea5u \u0103n s\u1ebd bi\u1ebfn m\u1ea5t. M\u1ed9t s\u1ed1 ng\u01b0\u1eddi th\u00edch n\u1ea5u \u0103n v\u00e0 s\u1ebd ti\u1ebfp t\u1ee5c l\u00e0m vi\u1ec7c \u0111\u00f3, nh\u01b0ng \u0111\u1ed1i v\u1edbi h\u1ea7u h\u1ebft m\u1ecdi ng\u01b0\u1eddi, vi\u1ec7c \u0111\u00f3 c\u00f3 th\u1ec3 ch\u1ec9 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ch\u00fang ta l\u00e0m trong nh\u1eefng d\u1ecbp \u0111\u1eb7c bi\u1ec7t. Trong th\u1ebf gi\u1edbi \u0111\u00f3, t\u00f4i c\u00f3 th\u1ec3 th\u1ea5y m\u1ed9t ph\u1ea7n l\u1edbn doanh s\u1ed1 b\u00e1n h\u00e0ng t\u1ea1p h\u00f3a tr\u1ecb gi\u00e1 800 t\u1ef7 USD \u1edf M\u1ef9 chuy\u1ec3n sang giao \u0111\u1ed3 \u0103n tr\u1ef1c tuy\u1ebfn. \u0110\u00f3 l\u00e0 m\u1ed9t trong nh\u1eefng l\u00fd do khi\u1ebfn t\u00f4i v\u1eabn r\u1ea5t l\u1ea1c quan v\u1ec1 Delivery Hero v\u00e0 d\u1ecbch v\u1ee5 giao \u0111\u1ed3 \u0103n, nh\u01b0ng ph\u1ea3i m\u1ea5t nhi\u1ec1u th\u1eddi gian h\u01a1n t\u00f4i mong \u0111\u1ee3i.<\/p>\n N\u0103m 2012, t\u00f4i c\u00f3 c\u01a1 h\u1ed9i \u0111\u1ea7u t\u01b0 v\u00e0o Uber v\u1edbi m\u1ee9c \u0111\u1ecbnh gi\u00e1 2 t\u1ef7 USD. Trong khi \u0111\u00e1nh gi\u00e1 kho\u1ea3n \u0111\u1ea7u t\u01b0, t\u00f4i lo l\u1eafng r\u1eb1ng \u00f4 t\u00f4 t\u1ef1 l\u00e1i s\u1ebd lo\u1ea1i b\u1ecf kh\u1ea3 n\u0103ng c\u00f3 s\u1ed1 l\u01b0\u1ee3ng t\u00e0i x\u1ebf kh\u1ed5ng l\u1ed3. B\u00e2y gi\u1edd ch\u00fang ta \u0111\u00e3 h\u01a1n m\u1ed9t th\u1eadp k\u1ef7 tr\u00f4i qua v\u00e0 xe t\u1ef1 l\u00e1i v\u1eabn ch\u01b0a ph\u1ed5 bi\u1ebfn. T\u00f4i \u0111\u00e3 ch\u1ee9ng ki\u1ebfn \u200b\u200bm\u00e1y bay c\u1ea5t v\u00e0 h\u1ea1 c\u00e1nh th\u1eb3ng \u0111\u1ee9ng (VTOL) t\u1ef1 bay b\u1eb1ng \u0111i\u1ec7n bay th\u00e0nh c\u00f4ng. T\u00f4i \u0111\u00e3 \u0111\u1ea7u t\u01b0 sinh l\u1eddi v\u00e0o Archer<\/a> ngay t\u1eeb \u0111\u1ea7u trong h\u00e0nh tr\u00ecnh c\u1ee7a n\u00f3, tuy nhi\u00ean c\u00e1c chuy\u1ebfn bay th\u01b0\u01a1ng m\u1ea1i v\u1eabn c\u00f2n nhi\u1ec1u n\u0103m n\u1eefa m\u1edbi c\u00f3. Trong c\u1ea3 hai tr\u01b0\u1eddng h\u1ee3p, ch\u00fang d\u01b0\u1eddng nh\u01b0 kh\u00f4ng th\u1ec3 tr\u00e1nh kh\u1ecfi, m\u1eb7c d\u00f9 v\u1eabn c\u00f2n r\u1ea5t xa so v\u1edbi th\u1ef1c t\u1ebf.<\/p>\n Trong v\u00e0i n\u0103m qua, t\u00f4i \u0111\u00e3 ch\u1ee9ng ki\u1ebfn \u200b\u200bnh\u1eefng ti\u1ebfn b\u1ed9 tuy\u1ec7t v\u1eddi trong c\u00f4ng ngh\u1ec7. T\u1ea1i m\u1ed9t h\u1ed9i ngh\u1ecb v\u1ec1 s\u1ee9c kh\u1ecfe t\u00e2m th\u1ea7n, t\u00f4i quan s\u00e1t th\u1ea5y m\u1ed9t ng\u01b0\u1eddi b\u1ecb li\u1ec7t, th\u00f4ng qua h\u00e0ng tr\u0103m \u0111i\u1ec7n c\u1ef1c \u0111\u01b0\u1ee3c c\u1ea5y v\u00e0o n\u00e3o, anh ta c\u00f3 th\u1ec3 \u0111i\u1ec1u khi\u1ec3n chi\u1ebfc xe l\u0103n, c\u00e1nh tay nh\u00e2n t\u1ea1o c\u1ee7a m\u00ecnh v\u00e0 th\u1eadm ch\u00ed c\u00f3 th\u1ec3 c\u1ea3m nh\u1eadn \u0111\u01b0\u1ee3c x\u00fac gi\u00e1c, \u00e1p su\u1ea5t v\u00e0 nhi\u1ec7t \u0111\u1ed9. M\u1ed9t b\u1ec7nh nh\u00e2n m\u1eafc h\u1ed9i ch\u1ee9ng nh\u1ed1t \u0111\u00e3 c\u00f3 th\u1ec3 tr\u00f2 chuy\u1ec7n tr\u1ecdn v\u1eb9n v\u1edbi v\u1ee3 m\u00ecnh ho\u00e0n to\u00e0n b\u1eb1ng suy ngh\u0129 c\u1ee7a m\u00ecnh. Ph\u1ea7n m\u1ec1m th\u1eadm ch\u00ed c\u00f2n gi\u1ea3i m\u00e3 \u0111\u01b0\u1ee3c m\u1ed9t t\u1eeb b\u1ecba \u0111\u1eb7t m\u00e0 h\u1ecd ch\u1ec9 s\u1eed d\u1ee5ng gi\u1eefa h\u1ecd.<\/p>\n\n Xem x\u00e9t \u0111i\u1ec1u n\u00e0y, kh\u00f4ng kh\u00f3 \u0111\u1ec3 t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t th\u1ebf gi\u1edbi n\u01a1i ch\u00fang ta kh\u00f4ng c\u00f2n c\u00fai m\u00ecnh tr\u01b0\u1edbc \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng, nh\u00ecn v\u00e0o m\u00e0n h\u00ecnh nh\u1ecf, g\u00f5 ph\u00edm \u1edf t\u1ed1c \u0111\u1ed9 h\u1ea1n ch\u1ebf m\u00e0 thay v\u00e0o \u0111\u00f3 s\u1eed d\u1ee5ng suy ngh\u0129 c\u1ee7a m\u00ecnh \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n m\u1ed9t thi\u1ebft b\u1ecb c\u00f3 m\u00e0n h\u00ecnh che ph\u1ee7 t\u1ea7m nh\u00ecn c\u1ee7a ch\u00fang ta. th\u00f4ng qua k\u00ednh \u00e1p tr\u00f2ng th\u00f4ng minh ho\u1eb7c k\u00ednh c\u00f3 tia laser ghi tr\u00ean v\u00f5ng m\u1ea1c c\u1ee7a ch\u00fang ta. Trong th\u1ebf gi\u1edbi n\u00e0y, k\u1ef9 thu\u1eadt s\u1ed1 s\u1ebd h\u00f2a tr\u1ed9n ho\u00e0n to\u00e0n v\u1edbi th\u1ebf gi\u1edbi th\u1ef1c. Ch\u00fang ta s\u1ebd c\u00f3 kh\u1ea3 n\u0103ng th\u1ea7n giao c\u00e1ch c\u1ea3m \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t b\u1eb1ng c\u00f4ng ngh\u1ec7, t\u1ef1 \u0111\u1ed9ng nh\u1eadn d\u1ea1ng nh\u1eefng ng\u01b0\u1eddi ch\u00fang ta g\u1eb7p v\u1edbi b\u1ea3n t\u00f3m t\u1eaft v\u1ec1 nh\u1eefng l\u1ea7n g\u1eb7p g\u1ee1 trong qu\u00e1 kh\u1ee9 c\u0169ng nh\u01b0 t\u00ean c\u1ee7a v\u1ee3\/ch\u1ed3ng v\u00e0 con c\u00e1i c\u1ee7a h\u1ecd. Ch\u00fang t\u00f4i s\u1ebd truy c\u1eadp b\u1ea5t k\u1ef3 th\u00f4ng tin n\u00e0o ch\u00fang t\u00f4i c\u1ea7n m\u1ed9t c\u00e1ch li\u1ec1n m\u1ea1ch. \u0110i\u1ec1u n\u00e0y s\u1ebd th\u1ec3 hi\u1ec7n m\u1ed9t s\u1ef1 thay \u0111\u1ed5i n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n v\u00e0 kh\u00f4ng r\u00f5 r\u00e0ng r\u1eb1ng nh\u1eefng ng\u01b0\u1eddi chi\u1ebfn th\u1eafng trong l\u0129nh v\u1ef1c \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh truy\u1ec1n th\u1ed1ng nh\u01b0 Apple, Google v\u00e0 Samsung s\u1ebd l\u00e0 nh\u1eefng ng\u01b0\u1eddi chi\u1ebfn th\u1eafng trong th\u1ebf gi\u1edbi m\u1edbi n\u00e0y. \u0110i\u1ec1u n\u00e0y s\u1ebd ph\u00e1 v\u1ee1 m\u1ed9t ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u1ecb gi\u00e1 h\u00e0ng ngh\u00ecn t\u1ef7 \u0111\u00f4 la.<\/p>\n\n T\u00f4i h\u00e1o h\u1ee9c ch\u1edd \u0111\u1ee3i th\u1ebf gi\u1edbi n\u00e0y \u0111\u1ebfn v\u1edbi ch\u00fang ta, nh\u01b0ng t\u00f4i nghi ng\u1edd r\u1eb1ng ch\u00fang ta c\u00f2n h\u01a1n m\u1ed9t th\u1eadp k\u1ef7 n\u1eefa m\u1edbi hi\u1ec7n th\u1ef1c h\u00f3a \u0111\u01b0\u1ee3c t\u1ea7m nh\u00ecn \u0111\u00f3. Kh\u00f4ng r\u00f5 li\u1ec7u ch\u00fang ta c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng t\u01b0\u01a1ng t\u1ef1 khi \u0111\u1ecdc suy ngh\u0129 khi kh\u00f4ng c\u00f3 \u201cph\u1ea7n m\u1ec1m \u01b0\u1edbt\u201d hay ph\u1eabu thu\u1eadt c\u1ea5y \u0111i\u1ec7n c\u1ef1c v\u00e0o n\u00e3o hay kh\u00f4ng. S\u1ebd m\u1ea5t th\u1eddi gian \u0111\u1ec3 m\u1ecdi ng\u01b0\u1eddi c\u1ea3m th\u1ea5y tho\u1ea3i m\u00e1i v\u1edbi \u00fd t\u01b0\u1edfng l\u00e0m \u0111i\u1ec1u \u0111\u00f3. T\u01b0\u01a1ng t\u1ef1 nh\u01b0 v\u1eady, k\u00ednh \u00e1p tr\u00f2ng th\u00f4ng minh v\u00e0 k\u00ednh c\u00f3 tia laser vi\u1ebft tr\u00ean v\u00f5ng m\u1ea1c c\u1ee7a ch\u00fang ta \u0111ang \u1edf giai \u0111o\u1ea1n s\u01a1 khai. T\u01b0\u01a1ng lai n\u00e0y l\u00e0 kh\u00f4ng th\u1ec3 tr\u00e1nh kh\u1ecfi, nh\u01b0ng v\u1eabn c\u00f2n r\u1ea5t xa.<\/p>\n\n Chi ph\u00ed n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi v\u00e0 pin \u0111\u00e3 gi\u1ea3m nhanh \u0111\u1ebfn m\u1ee9c th\u1eadt d\u1ec5 d\u00e0ng \u0111\u1ec3 t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t t\u01b0\u01a1ng lai tuy\u1ec7t v\u1eddi kh\u00f4ng c\u00f3 ph\u00e1t th\u1ea3i kh\u00ed nh\u00e0 k\u00ednh t\u1eeb s\u1ea3n xu\u1ea5t n\u0103ng l\u01b0\u1ee3ng, hi\u1ec7n chi\u1ebfm 25% l\u01b0\u1ee3ng ph\u00e1t th\u1ea3i kh\u00ed nh\u00e0 k\u00ednh to\u00e0n c\u1ea7u, cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng cho \u00f4 t\u00f4 v\u00e0 xe t\u1ea3i \u0111i\u1ec7n, hi\u1ec7n chi\u1ebfm 14% l\u01b0\u1ee3ng ph\u00e1t th\u1ea3i kh\u00ed nh\u00e0 k\u00ednh to\u00e0n c\u1ea7u.<\/p>\n\n N\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi hi\u1ec7n l\u00e0 h\u00ecnh th\u1ee9c s\u1ea3n xu\u1ea5t \u0111i\u1ec7n r\u1ebb nh\u1ea5t.<\/p>\n N\u00f3 \u0111ang gi\u1ea3m gi\u00e1 nhanh h\u01a1n c\u1ea3 nh\u1eefng d\u1ef1 \u0111o\u00e1n l\u1ea1c quan nh\u1ea5t cho ph\u00e9p.<\/p>\n Gi\u00e1 th\u00e0nh c\u1ee7a pin, t\u00ednh b\u1eb1ng \u0111\u00f4 la tr\u00ean m\u1ed7i kWh l\u01b0u tr\u1eef, \u0111\u00e3 gi\u1ea3m 42 l\u1ea7n k\u1ec3 t\u1eeb n\u0103m 1991 v\u00e0 2,5 l\u1ea7n k\u1ec3 t\u1eeb n\u0103m 2010.<\/p>\n N\u0103m 2021, n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi chi\u1ebfm 3,6% s\u1ea3n l\u01b0\u1ee3ng \u0111i\u1ec7n to\u00e0n c\u1ea7u v\u00e0 \u00f4 t\u00f4 \u0111i\u1ec7n chi\u1ebfm 14% doanh s\u1ed1 b\u00e1n \u00f4 t\u00f4 m\u1edbi. Do con ng\u01b0\u1eddi kh\u00f4ng hi\u1ec3u r\u00f5 v\u1ec1 s\u1ef1 t\u0103ng tr\u01b0\u1edfng theo c\u1ea5p s\u1ed1 nh\u00e2n, t\u00f4i tin r\u1eb1ng \u0111\u1ebfn n\u0103m 2030, h\u1ea7u h\u1ebft doanh s\u1ed1 b\u00e1n \u00f4 t\u00f4 s\u1ebd l\u00e0 \u0111i\u1ec7n v\u00e0 15% s\u1ea3n l\u01b0\u1ee3ng n\u0103ng l\u01b0\u1ee3ng s\u1ebd l\u00e0 n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi, khi\u1ebfn t\u00f4i l\u1ea1c quan h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c d\u1ef1 b\u00e1o hi\u1ec7n t\u1ea1i, nh\u01b0ng t\u00f4i c\u0169ng c\u00f3 th\u1ec3 th\u1ea5y \u0111i\u1ec1u \u0111\u00f3 s\u1ebd di\u1ec5n ra nh\u01b0 th\u1ebf n\u00e0o. th\u1eadp k\u1ef7 n\u1eefa \ud83d\ude42<\/p>\n\n T\u00f4i nghi ng\u1edd \u0111i\u1ec1u g\u00ec \u0111\u00f3 t\u01b0\u01a1ng t\u1ef1 \u0111ang x\u1ea3y ra v\u1edbi AI, v\u1ed1n d\u01b0\u1eddng nh\u01b0 \u0111ang \u1edf g\u1ea7n \u0111\u1ec9nh \u0111i\u1ec3m c\u1ee7a chu k\u1ef3 c\u01b0\u1eddng \u0111i\u1ec7u h\u00f3a. M\u1ecdi ng\u01b0\u1eddi trong c\u0103n ph\u00f2ng vang v\u1ecdng c\u00f4ng ngh\u1ec7 nh\u1ecf b\u00e9 c\u1ee7a t\u00f4i \u0111\u1ec1u lo l\u1eafng v\u1ec1 vi\u1ec7c c\u00f4ng ngh\u1ec7 s\u1ebd l\u00e0m gi\u00e1n \u0111o\u1ea1n ng\u00e0nh c\u1ee7a h\u1ecd. Chat GPT l\u00e0 s\u1ea3n ph\u1ea9m \u0111\u1ea1t 100 tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng nhanh nh\u1ea5t trong l\u1ecbch s\u1eed.<\/p>\n Nhi\u1ec1u t\u01b0\u01a1ng t\u00e1c th\u1eadt k\u1ef3 di\u1ec7u v\u00e0 t\u00f4i s\u1eed d\u1ee5ng ch\u00fang h\u00e0ng ng\u00e0y. B\u1ea1n ch\u1eafc ch\u1eafn n\u00ean th\u1eed c\u00e1c s\u1ea3n ph\u1ea9m sau:<\/p>\n\n C\u00e1c c\u00f4ng c\u1ee5 n\u00e0y r\u1ea5t h\u1eefu \u00edch ng\u00e0y nay. T\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng Bard, Chat GPT, Tome v\u00e0 Midjourney \u0111\u1ec3 t\u1ea1o ra nhi\u1ec1u y\u1ebfu t\u1ed1 kh\u00e1c nhau cho b\u00e0i \u0111\u0103ng blog n\u00e0y, nh\u01b0ng c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y v\u1eabn ch\u01b0a ho\u00e0n h\u1ea3o. Ch\u00fang cung c\u1ea5p cho b\u1ea1n c\u00e1c y\u1ebfu t\u1ed1 v\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u nh\u01b0ng y\u00eau c\u1ea7u ch\u1ec9nh s\u1eeda v\u00e0 th\u1ef1c hi\u1ec7n \u0111\u00e1ng k\u1ec3. T\u00f4i c\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y \u0111\u00e3 ho\u00e0n th\u00e0nh \u0111\u01b0\u1ee3c 70% nh\u01b0ng ch\u00fang ch\u1eafc ch\u1eafn s\u1ebd t\u0103ng n\u0103ng su\u1ea5t c\u1ee7a b\u1ea1n.<\/p>\n\n M\u1eb7c d\u00f9 \u0111i\u1ec1u n\u00e0y r\u1ea5t t\u1ed1t cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u0111ang ph\u00e1t tri\u1ec3n nhanh, nh\u01b0ng t\u00f4i nghi ng\u1edd r\u1eb1ng s\u1ebd ph\u1ea3i m\u1ea5t nhi\u1ec1u n\u0103m v\u00e0 c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u1eadp k\u1ef7 \u0111\u1ec3 AI t\u1ea1o ra th\u1ef1c s\u1ef1 c\u00e1ch m\u1ea1ng h\u00f3a h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p. B\u1ea1n c\u1ea7n \u0111i\u1ec1u g\u00ec \u0111\u1ec3 s\u1eb5n s\u00e0ng tin t\u01b0\u1edfng v\u00e0o k\u1ebft qu\u1ea3 ch\u1ea9n \u0111o\u00e1n y t\u1ebf t\u1eeb AI? Trong nh\u1eefng m\u00f4i tr\u01b0\u1eddng quan tr\u1ecdng c\u1ee7a nhi\u1ec7m v\u1ee5, sai s\u00f3t c\u00f3 th\u1ec3 r\u1ea5t nghi\u00eam tr\u1ecdng v\u00e0 s\u1ebd c\u1ea7n nhi\u1ec1u n\u1ed7 l\u1ef1c h\u01a1n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u00fang ch\u00ednh x\u00e1c 99%, ch\u01b0a n\u00f3i \u0111\u1ebfn ch\u00ednh x\u00e1c 99,99999% v\u00e0 quy t\u1eafc n\u1ed7 l\u1ef1c 80\/20 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ea5t nhi\u1ec1u.<\/p>\n\n \u0110\u00f3 l\u00e0 m\u1ed9t trong nh\u1eefng l\u00fd do khi\u1ebfn ch\u00fang t\u00f4i kh\u00f4ng \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p AI t\u1ed5ng qu\u00e1t. H\u1ecd kh\u00f4ng c\u00f3 h\u00e0o n\u01b0\u1edbc th\u1ef1c s\u1ef1, v\u00f4 s\u1ed1 \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh v\u00e0 m\u00f4 h\u00ecnh kinh doanh kh\u00f4ng ch\u1eafc ch\u1eafn, ch\u01b0a k\u1ec3 \u0111\u1ebfn nh\u1eefng m\u1ee9c \u0111\u1ecbnh gi\u00e1 \u0111i\u00ean r\u1ed3 do t\u1ea5t c\u1ea3 s\u1ef1 c\u01b0\u1eddng \u0111i\u1ec7u h\u00f3a g\u00e2y ra. \u0110i\u1ec1u n\u00e0y l\u00e0m t\u00f4i nh\u1edb l\u1ea1i nh\u1eefng n\u0103m \u0111\u1ea7u c\u1ee7a c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm, n\u01a1i Alta Vista, Excite v\u00e0 nh\u1eefng c\u00f4ng c\u1ee5 kh\u00e1c \u0111ang \u0111\u1ea5u tranh v\u1edbi n\u00f3. Google \u0111\u00e3 th\u1eafng m\u1eb7c d\u00f9 \u0111\u1ebfn b\u1eefa ti\u1ec7c r\u1ea5t mu\u1ed9n. \u0110i\u1ec1u t\u01b0\u01a1ng t\u1ef1 c\u0169ng x\u1ea3y ra tr\u00ean c\u00e1c m\u1ea1ng x\u00e3 h\u1ed9i v\u1edbi Friendster, Tagged, Hi5, MySpace v\u00e0 v\u00f4 s\u1ed1 m\u1ea1ng kh\u00e1c c\u1ea1nh tranh cho \u0111\u1ebfn khi Facebook ti\u1ebfp qu\u1ea3n.<\/p>\n\n Ch\u00fang t\u00f4i quan t\u00e2m nhi\u1ec1u h\u01a1n \u0111\u1ebfn c\u00e1c \u1ee9ng d\u1ee5ng d\u1ecdc c\u1ee7a AI b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n, cung c\u1ea5p cu\u1ed1c v\u00e0 x\u1ebbng cho cu\u1ed9c ch\u1ea1y \u0111ua v\u0169 trang AI ho\u1eb7c \u0111\u01a1n gi\u1ea3n l\u00e0 c\u00e1c th\u1ecb tr\u01b0\u1eddng s\u1eed d\u1ee5ng AI \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u1edbi c\u00e1c \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a, ng\u0103n ch\u1eb7n gian l\u1eadn t\u1ef1 \u0111\u1ed9ng, \u0111\u1ecbnh gi\u00e1 linh ho\u1ea1t, m\u00f4 t\u1ea3 s\u1ea3n ph\u1ea9m t\u1ef1 \u0111\u1ed9ng v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t v\u00e0i v\u00ed d\u1ee5 t\u1eeb danh m\u1ee5c \u0111\u1ea7u t\u01b0 c\u1ee7a ch\u00fang t\u00f4i:<\/p>\n\n B\u1ea5t k\u1ec3 th\u1eddi \u0111i\u1ec3m n\u00e0o, t\u00f4i \u0111\u1ec1u v\u00f4 c\u00f9ng ph\u1ea5n kh\u00edch tr\u01b0\u1edbc ti\u1ec1m n\u0103ng c\u1ee7a AI. N\u00f3 s\u1eafp t\u1ea1o ra m\u1ed9t l\u00e0n s\u00f3ng t\u0103ng tr\u01b0\u1edfng cho th\u1ebf gi\u1edbi khi m\u1ecdi ng\u01b0\u1eddi s\u1ebd tr\u1edf n\u00ean n\u0103ng su\u1ea5t h\u01a1n \u0111\u00e1ng k\u1ec3. H\u01a1n n\u1eefa, v\u1ec1 c\u01a1 b\u1ea3n n\u00f3 s\u1ebd d\u00e2n ch\u1ee7 h\u00f3a vi\u1ec7c t\u1ea1o ra c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p b\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf h\u1ea7u nh\u01b0 c\u1ea3 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 chi ph\u00ed v\u00e0 k\u1ef9 thu\u1eadt c\u1ee7a vi\u1ec7c t\u1ea1o ra ph\u1ea7n m\u1ec1m. \u0110i\u1ec1u n\u00e0y s\u1ebd t\u1ea1o ra m\u1ed9t l\u00e0n s\u00f3ng \u0111\u1ed5i m\u1edbi l\u1edbn khi m\u1ecdi ng\u01b0\u1eddi t\u1eeb m\u1ecdi t\u1ea7ng l\u1edbp x\u00e3 h\u1ed9i, tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n v\u00e0 khu v\u1ef1c \u0111\u1ecba l\u00fd, nh\u1eefng ng\u01b0\u1eddi tr\u01b0\u1edbc \u0111\u00e2y kh\u00f4ng th\u1ec3 tham gia cu\u1ed9c c\u00e1ch m\u1ea1ng kh\u1edfi nghi\u1ec7p, s\u1ebd gi\u1ea3i ph\u00f3ng kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o c\u1ee7a h\u1ecd ra th\u1ebf gi\u1edbi.<\/p>\n\n T\u00f4i kh\u00f4ng ch\u1eafc li\u1ec7u c\u00f3 \u0111i\u1ec1u g\u00ec th\u1ef1c s\u1ef1 \u0111\u00e1ng r\u00fat ra hay \u201cth\u00ec sao\u201d t\u1eeb b\u00e0i \u0111\u0103ng tr\u00ean blog n\u00e0y. \u0110\u00f3 l\u00e0 m\u1ed9t quan s\u00e1t cho th\u1ea5y, gi\u1ed1ng nh\u01b0 nhi\u1ec1u nh\u00e0 c\u00f4ng ngh\u1ec7 kh\u00e1c m\u00e0 t\u00f4i bi\u1ebft ( Gary Lauder<\/a> tuy\u1ec7t v\u1eddi \u0111\u00e3 \u0111\u01b0a ra m\u1ed9t kh\u1eb3ng \u0111\u1ecbnh t\u01b0\u01a1ng t\u1ef1 g\u1ea7n \u0111\u00e2y v\u00e0 th\u1ef1c s\u1ef1 g\u00e2y \u0111\u01b0\u1ee3c ti\u1ebfng vang), t\u00f4i kh\u00e1 gi\u1ecfi trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ebd di\u1ec5n ra nh\u01b0 th\u1ebf n\u00e0o. Tuy nhi\u00ean, v\u00ec t\u00f4i c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng h\u00ecnh dung ra t\u01b0\u01a1ng lai n\u00e0y n\u00ean t\u00f4i tin r\u1eb1ng n\u00f3 s\u1ebd x\u1ea3y ra r\u1ea5t s\u1edbm, trong khi v\u0103n h\u00f3a v\u00e0 c\u00e1c th\u1ec3 ch\u1ebf chuy\u1ec3n \u0111\u1ed9ng ch\u1eadm ch\u1ea1p, v\u00e0 m\u1ecdi th\u1ee9 cu\u1ed1i c\u00f9ng s\u1ebd di\u1ec5n ra trong nhi\u1ec1u th\u1eadp k\u1ef7. Nh\u01b0 m\u1ed9t ng\u01b0\u1eddi b\u1ea1n \u0111\u00e3 n\u00f3i v\u1edbi t\u00f4i: \u201cc\u00e1c doanh nh\u00e2n nh\u1ea7m l\u1eabn hi\u1ec7n t\u1ea1i v\u1edbi t\u01b0\u01a1ng lai. Quan ni\u1ec7m c\u1ee7a h\u1ecd v\u1ec1 n\u00f3 th\u1ef1c t\u1ebf \u0111\u1ebfn m\u1ee9c h\u1ecd th\u01b0\u1eddng ngh\u0129 r\u1eb1ng m\u00ecnh \u0111\u00e3 \u1edf \u0111\u00f3 r\u1ed3i.\u201d C\u00f3 l\u1ebd khi suy ngh\u0129 c\u1ee7a t\u00f4i v\u1ec1 AI \u0111ang n\u1ed5i l\u00ean, t\u00f4i hi\u1ec7n \u0111ang \u0111i\u1ec1u ch\u1ec9nh \u0111i\u1ec1u \u0111\u00f3 trong h\u00e0nh vi \u0111\u1ea7u t\u01b0 c\u1ee7a m\u00ecnh, n\u1ebfu kh\u00f4ng mu\u1ed1n n\u00f3i l\u00e0 s\u1ef1 l\u1ea1c quan c\u01a1 b\u1ea3n c\u1ee7a m\u00ecnh.<\/p>\n\n T\u00f4i kh\u00f4ng bi\u1ebft s\u1ebd m\u1ea5t bao l\u00e2u cho t\u1ea5t c\u1ea3 nh\u1eefng th\u1ee9 t\u00f4i \u0111\u1eb7t ra: \u0111\u1ed3 \u0103n ch\u1ea5t l\u01b0\u1ee3ng cao \u0111\u01b0\u1ee3c giao t\u1eadn nh\u00e0 trong 15 ph\u00fat v\u1edbi gi\u00e1 th\u1ea5p h\u01a1n m\u1ee9c b\u1ea1n c\u00f3 th\u1ec3 mua \u1edf c\u1eeda h\u00e0ng t\u1ea1p h\u00f3a, xe t\u1ef1 l\u00e1i, VOTL m\u00e1y bay, s\u1ef1 ra \u0111\u1eddi c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111\u1ecdc suy ngh\u0129 v\u00e0 th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng (AR), ph\u1ee7 xanh l\u01b0\u1edbi \u0111i\u1ec7n v\u00e0 h\u1ec7 th\u1ed1ng giao th\u00f4ng c\u1ee7a ch\u00fang ta, c\u00f9ng s\u1ef1 b\u00f9ng n\u1ed5 tuy\u1ec7t v\u1eddi v\u1ec1 n\u0103ng su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng s\u00e1ng t\u1ea1o c\u1ee7a con ng\u01b0\u1eddi nh\u1edd AI. Tuy nhi\u00ean, t\u00f4i c\u1ea3m th\u1ea5y tho\u1ea3i m\u00e1i khi bi\u1ebft r\u1eb1ng \u0111i\u1ec1u \u0111\u00f3 s\u1ebd x\u1ea3y ra. T\u00f4i n\u00f3ng l\u00f2ng ch\u1edd \u0111\u1ee3i ng\u00e0y \u0111\u00f3 \u0111\u1ebfn v\u00e0 v\u00f4 c\u00f9ng ph\u1ea5n kh\u00edch v\u1ec1 t\u01b0\u01a1ng lai m\u00e0 ch\u00fang ta \u0111ang x\u00e2y d\u1ef1ng!<\/p>\n![\"\"](\"https:\/\/fabricegrinda.com\/wp-content\/uploads\/2023\/05\/Screenshot-2023-05-22-at-10.22.24-AM.png\")
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