![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/XjHzaEqaKRvmhoCN.png\")
<\/p>\n_# X\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i xe m\u00e1y b\u1ec1n v\u1eefng: H\u00e0nh tr\u00ecnh c\u1ee7a m\u1ed9t tay \u0111ua v\u1edbi Fitdata<\/p>\n
\u0110\u1ed1i v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi, m\u1ed9t chi\u1ebfc xe m\u00e1y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ti\u1ec7n di chuy\u1ec3n; \u0111\u00f3 l\u00e0 m\u1ed9t ni\u1ec1m \u0111am m\u00ea, m\u1ed9t bi\u1ec3u t\u01b0\u1ee3ng c\u1ee7a s\u1ef1 t\u1ef1 do v\u00e0 m\u1ed9t ng\u01b0\u1eddi b\u1ea1n \u0111\u1ed3ng h\u00e0nh \u0111\u00e1ng tin c\u1eady tr\u00ean nh\u1eefng con \u0111\u01b0\u1eddng r\u1ed9ng m\u1edf. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t \u0111\u00fang v\u1edbi Kim Joon-ho, m\u1ed9t tay \u0111ua cu\u1ed1i tu\u1ea7n v\u00e0 ng\u01b0\u1eddi \u0111am m\u00ea xe m\u00e1y s\u1ed1ng t\u1ea1i th\u00e0nh ph\u1ed1 Seoul nh\u1ed9n nh\u1ecbp. T\u00e0i s\u1ea3n qu\u00fd gi\u00e1 c\u1ee7a anh, m\u1ed9t chi\u1ebfc caf\u00e9 racer c\u1ed5 \u0111i\u1ec3n m\u00e0 anh \u0111\u00e3 t\u1ef1 tay ph\u1ee5c ch\u1ebf, l\u00e0 l\u1ed1i tho\u00e1t kh\u1ecfi cu\u1ed9c s\u1ed1ng th\u01b0\u1eddng nh\u1eadt. Nh\u01b0ng nh\u01b0 b\u1ea5t k\u1ef3 tay \u0111ua n\u00e0o c\u0169ng bi\u1ebft, ni\u1ec1m vui c\u1ee7a chuy\u1ebfn \u0111i g\u1eafn li\u1ec1n v\u1edbi s\u1ee9c kh\u1ecfe c\u1ee7a c\u1ed7 m\u00e1y. V\u00e0 \u0111\u1ed1i v\u1edbi Joon-ho, vi\u1ec7c b\u1ea3o d\u01b0\u1ee1ng chi\u1ebfc xe c\u1ee7a m\u00ecnh \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t ngu\u1ed3n th\u1ea5t v\u1ecdng th\u01b0\u1eddng tr\u1ef1c, m\u1ed9t cu\u1ed9c h\u00e0nh tr\u00ecnh v\u00e0o m\u1ed9t th\u1ebf gi\u1edbi c\u1ee7a nh\u1eefng ho\u1ea1t \u0111\u1ed9ng thi\u1ebfu minh b\u1ea1ch v\u00e0 th\u00f4ng tin r\u1eddi r\u1ea1c.<\/p>\n
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Ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1eeda ch\u1eefa xe m\u00e1y c\u1ee7a H\u00e0n Qu\u1ed1c, gi\u1ed1ng nh\u01b0 \u1edf nhi\u1ec1u n\u01a1i tr\u00ean th\u1ebf gi\u1edbi, ph\u1ea7n l\u1edbn v\u1eabn c\u00f2n truy\u1ec1n th\u1ed1ng. G\u1ea7n 99,9% ho\u1ea1t \u0111\u1ed9ng c\u1ee7a ng\u00e0nh n\u00e0y \u0111\u1ec1u di\u1ec5n ra ngo\u1ea1i tuy\u1ebfn, d\u1ef1a v\u00e0o h\u1ed3 s\u01a1 gi\u1ea5y t\u1edd, danh ti\u1ebfng truy\u1ec1n mi\u1ec7ng v\u00e0 chuy\u00ean m\u00f4n c\u00e1 nh\u00e2n c\u1ee7a c\u00e1c th\u1ee3 m\u00e1y. \u0110\u1ed1i v\u1edbi Joon-ho, \u0111i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 m\u1ed7i l\u1ea7n \u0111\u1ebfn m\u1ed9t c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa m\u1edbi l\u00e0 m\u1ed9t b\u01b0\u1edbc nh\u1ea3y v\u1ecdt c\u1ee7a ni\u1ec1m tin. Anh \u0111\u00e3 d\u00e0nh nhi\u1ec1u n\u0103m \u0111\u1ec3 thu th\u1eadp m\u1ed9t t\u1eadp h\u1ed3 s\u01a1 l\u1ed9n x\u1ed9n g\u1ed3m c\u00e1c h\u00f3a \u0111\u01a1n gi\u1ea5y v\u00e0 ghi ch\u00fa vi\u1ebft tay, m\u1ed9t l\u1ecbch s\u1eed r\u1eddi r\u1ea1c v\u00e0 kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 v\u1ec1 cu\u1ed9c \u0111\u1eddi chi\u1ebfc xe c\u1ee7a m\u00ecnh. Anh c\u00f3 \u0111ang nh\u1eadn \u0111\u01b0\u1ee3c m\u1ed9t m\u1ee9c gi\u00e1 h\u1ee3p l\u00fd kh\u00f4ng? Th\u1ee3 m\u00e1y c\u00f3 s\u1eed d\u1ee5ng \u0111\u00fang ph\u1ee5 t\u00f9ng kh\u00f4ng? C\u00f4ng vi\u1ec7c \u0111\u00f3 c\u00f3 th\u1ef1c s\u1ef1 c\u1ea7n thi\u1ebft kh\u00f4ng? Nh\u1eefng c\u00e2u h\u1ecfi n\u00e0y lu\u00f4n hi\u1ec7n h\u1eefu m\u1ed7i khi anh nghe th\u1ea5y m\u1ed9t ti\u1ebfng k\u00eau l\u1ea1 ho\u1eb7c c\u1ea3m th\u1ea5y hi\u1ec7u su\u1ea5t xe gi\u1ea3m nh\u1eb9.<\/p>\n
V\u1ea5n \u0111\u1ec1 b\u1ea5t \u0111\u1ed1i x\u1ee9ng th\u00f4ng tin tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng nh\u1ea5t khi anh c\u00e2n nh\u1eafc b\u00e1n chi\u1ebfc xe y\u00eau qu\u00fd c\u1ee7a m\u00ecnh. Anh bi\u1ebft gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3, s\u1ef1 ch\u0103m s\u00f3c m\u00e0 anh \u0111\u00e3 d\u00e0nh cho n\u00f3, nh\u01b0ng l\u00e0m th\u1ebf n\u00e0o anh c\u00f3 th\u1ec3 ch\u1ee9ng minh \u0111i\u1ec1u \u0111\u00f3 cho m\u1ed9t ng\u01b0\u1eddi mua ti\u1ec1m n\u0103ng? Ch\u1ed3ng bi\u00ean lai nh\u00e0u n\u00e1t c\u1ea3m th\u1ea5y gi\u1ed1ng m\u1ed9t \u0111\u1ed1ng th\u01b0 r\u00e1c h\u01a1n l\u00e0 m\u1ed9t l\u1ecbch s\u1eed d\u1ecbch v\u1ee5 to\u00e0n di\u1ec7n. Th\u1ecb tr\u01b0\u1eddng tr\u00e0n ng\u1eadp nh\u1eefng chi\u1ebfc xe c\u00f3 qu\u00e1 kh\u1ee9 \u0111\u00e1ng ng\u1edd, v\u00e0 nh\u1eefng ng\u01b0\u1eddi b\u00e1n trung th\u1ef1c nh\u01b0 Joon-ho ph\u1ea3i v\u1eadt l\u1ed9n \u0111\u1ec3 n\u1ed5i b\u1eadt.<\/p>\n
\u0110i\u1ec3m gi\u1edbi h\u1ea1n c\u1ee7a anh \u0111\u1ebfn v\u00e0o m\u1ed9t bu\u1ed5i chi\u1ec1u thu trong l\u00e0nh. Khi \u0111ang \u0111i tr\u00ean nh\u1eefng con \u0111\u01b0\u1eddng n\u00fai tuy\u1ec7t \u0111\u1eb9p b\u00ean ngo\u00e0i th\u00e0nh ph\u1ed1, chi\u1ebfc xe c\u1ee7a anh b\u1ecb kh\u1ef1ng l\u1ea1i v\u00e0 ch\u1ebft m\u00e1y. B\u1ecb m\u1eafc k\u1eb9t, anh g\u1ecdi m\u1ed9t c\u1eeda h\u00e0ng g\u1ea7n \u0111\u00f3 do m\u1ed9t ng\u01b0\u1eddi b\u1ea1n gi\u1edbi thi\u1ec7u. Ng\u01b0\u1eddi th\u1ee3 m\u00e1y c\u1ed9c c\u1eb1n, ch\u1ea9n \u0111o\u00e1n m\u01a1 h\u1ed3 v\u00e0 h\u00f3a \u0111\u01a1n cao m\u1ed9t c\u00e1ch \u0111\u00e1ng ng\u1ea1c nhi\u00ean. Joon-ho \u0111\u00e3 tr\u1ea3 ti\u1ec1n, nh\u01b0ng tr\u1ea3i nghi\u1ec7m \u0111\u00f3 \u0111\u1ec3 l\u1ea1i m\u1ed9t v\u1ecb \u0111\u1eafng. Anh c\u1ea3m th\u1ea5y b\u1ea5t l\u1ef1c, m\u1ed9t n\u1ea1n nh\u00e2n c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng d\u01b0\u1eddng nh\u01b0 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1eef cho c\u00e1c tay \u0111ua kh\u00f4ng bi\u1ebft g\u00ec. Ph\u1ea3i c\u00f3 m\u1ed9t c\u00e1ch t\u1ed1t h\u01a1n.<\/p>\n
![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/weIoAASHCrVQMGpJ.png\")
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Trong m\u1ed9t cu\u1ed9c th\u1ea3o lu\u1eadn tr\u00ean di\u1ec5n \u0111\u00e0n tr\u1ef1c tuy\u1ebfn v\u00e0o \u0111\u00eam khuya v\u1ec1 nh\u1eefng r\u1eafc r\u1ed1i g\u1ea7n \u0111\u00e2y c\u1ee7a m\u00ecnh, Joon-ho l\u1ea7n \u0111\u1ea7u ti\u00ean nghe v\u1ec1 REFAIRS. M\u1ed9t tay \u0111ua kh\u00e1c \u0111\u00e3 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t \u1ee9ng d\u1ee5ng \u0111ang thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i trong vi\u1ec7c b\u1ea3o d\u01b0\u1ee1ng xe m\u00e1y. \u0110\u01b0\u1ee3c cung c\u1ea5p b\u1edfi m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f3 t\u00ean Fitdata, REFAIRS h\u1ee9a h\u1eb9n s\u1ebd mang l\u1ea1i s\u1ef1 minh b\u1ea1ch, d\u1eef li\u1ec7u v\u00e0 s\u1ef1 tin c\u1eady cho th\u1ebf gi\u1edbi xe hai b\u00e1nh. T\u00f2 m\u00f2 nh\u01b0ng ho\u00e0i nghi, Joon-ho \u0111\u00e3 t\u1ea3i xu\u1ed1ng \u1ee9ng d\u1ee5ng.<\/p>\n
Anh bi\u1ebft \u0111\u01b0\u1ee3c r\u1eb1ng Fitdata l\u00e0 m\u1ed9t c\u00f4ng ty H\u00e0n Qu\u1ed1c v\u1edbi m\u1ed9t t\u1ea7m nh\u00ecn t\u00e1o b\u1ea1o: t\u1ea1o ra m\u1ed9t n\u1ec1n t\u1ea3ng AI to\u00e0n di\u1ec7n cho to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a m\u1ed9t chi\u1ebfc xe m\u00e1y. S\u1ee9 m\u1ec7nh c\u1ee7a h\u1ecd, do CEO Lee Min-su d\u1eabn \u0111\u1ea7u, l\u00e0 gi\u1ea3i quy\u1ebft ch\u00ednh nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u00e3 g\u00e2y kh\u00f3 kh\u0103n cho Joon-ho trong nhi\u1ec1u n\u0103m. H\u1ecd \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 k\u1ebft n\u1ed1i c\u00e1c tay \u0111ua, c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa v\u00e0 th\u1eadm ch\u00ed c\u1ea3 c\u00e1c nh\u00e0 cung c\u1ea5p ph\u1ee5 t\u00f9ng, t\u1ea5t c\u1ea3 \u0111\u1ec1u \u0111\u01b0\u1ee3c c\u1ee7ng c\u1ed1 b\u1edfi c\u00f4ng ngh\u1ec7 m\u1ea1nh m\u1ebd.<\/p>\n
T\u01b0\u01a1ng t\u00e1c \u0111\u1ea7u ti\u00ean c\u1ee7a anh v\u1edbi \u1ee9ng d\u1ee5ng l\u00e0 m\u1ed9t s\u1ef1 kh\u00e1m ph\u00e1. Qu\u00e1 tr\u00ecnh gi\u1edbi thi\u1ec7u r\u1ea5t \u0111\u01a1n gi\u1ea3n. Anh \u0111\u01b0\u1ee3c nh\u1eafc ch\u1ee5p \u1ea3nh c\u00e1c h\u1ed3 s\u01a1 b\u1ea3o d\u01b0\u1ee1ng l\u1ed9n x\u1ed9n c\u1ee7a m\u00ecnh. Anh kinh ng\u1ea1c xem c\u00f4ng ngh\u1ec7 Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) c\u1ee7a Fitdata ho\u1ea1t \u0111\u1ed9ng. Trong v\u00f2ng v\u00e0i ph\u00fat, \u1ee9ng d\u1ee5ng \u0111\u00e3 s\u1ed1 h\u00f3a, c\u1ea5u tr\u00fac v\u00e0 s\u1eafp x\u1ebfp l\u1ecbch s\u1eed d\u1ecbch v\u1ee5 nhi\u1ec1u n\u0103m th\u00e0nh m\u1ed9t d\u00f2ng th\u1eddi gian s\u1ea1ch s\u1ebd, theo th\u1ee9 t\u1ef1 th\u1eddi gian. Th\u1ee9 t\u1eebng l\u00e0 m\u1ed9t t\u1eadp h\u1ed3 s\u01a1 l\u1ed9n x\u1ed9n gi\u1edd \u0111\u00e2y \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t s\u1ed5 nh\u1eadt k\u00fd k\u1ef9 thu\u1eadt s\u1ed1 chuy\u00ean nghi\u1ec7p, d\u1ec5 d\u00e0ng t\u00ecm ki\u1ebfm. Kh\u1ea3 n\u0103ng NLP c\u1ee7a n\u1ec1n t\u1ea3ng th\u1eadm ch\u00ed c\u00f2n hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c thu\u1eadt ng\u1eef \u0111a d\u1ea1ng, th\u01b0\u1eddng kh\u00f4ng nh\u1ea5t qu\u00e1n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c th\u1ee3 m\u00e1y kh\u00e1c nhau, ti\u00eau chu\u1ea9n h\u00f3a ch\u00fang th\u00e0nh m\u1ed9t b\u1ea3n ghi m\u1ea1ch l\u1ea1c. L\u1ea7n \u0111\u1ea7u ti\u00ean, Joon-ho c\u00f3 m\u1ed9t b\u1ee9c tranh ho\u00e0n ch\u1ec9nh v\u00e0 ch\u00ednh x\u00e1c v\u1ec1 s\u1ee9c kh\u1ecfe chi\u1ebfc xe c\u1ee7a m\u00ecnh.<\/p>\n
![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/kdSeRzkgIfXnOiSb.png\")
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L\u1ea7n b\u1ea3o d\u01b0\u1ee1ng ti\u1ebfp theo c\u1ee7a Joon-ho l\u00e0 m\u1ed9t tr\u1ea3i nghi\u1ec7m ho\u00e0n to\u00e0n kh\u00e1c. Thay v\u00ec d\u1ef1a v\u00e0o ph\u1ecfng \u0111o\u00e1n, anh \u0111\u00e3 s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng REFAIRS \u0111\u1ec3 t\u00ecm m\u1ed9t c\u1eeda h\u00e0ng \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn. N\u1ec1n t\u1ea3ng n\u00e0y \u0111\u00e3 c\u00f3 m\u1ed9t m\u1ea1ng l\u01b0\u1edbi h\u01a1n 100 c\u1eeda h\u00e0ng v\u00e0 1.500 tay \u0111ua, v\u00e0 anh c\u00f3 th\u1ec3 xem c\u00e1c b\u00e0i \u0111\u00e1nh gi\u00e1 v\u00e0 x\u1ebfp h\u1ea1ng t\u1eeb nh\u1eefng ng\u01b0\u1eddi d\u00f9ng kh\u00e1c. Anh \u0111\u00e3 ch\u1ecdn m\u1ed9t c\u1eeda h\u00e0ng \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 cao c\u00e1ch nh\u00e0 anh v\u00e0i km.<\/p>\n
Khi anh \u0111\u1ebfn, ng\u01b0\u1eddi th\u1ee3 m\u00e1y ch\u00e0o \u0111\u00f3n anh kh\u00f4ng ph\u1ea3i b\u1eb1ng m\u1ed9t cu\u1ed1n s\u1ed5 ghi ch\u00fa tr\u1ed1ng, m\u00e0 b\u1eb1ng m\u1ed9t chi\u1ebfc m\u00e1y t\u00ednh b\u1ea3ng ch\u1ea1y SaaS c\u1ee7a Fitdata d\u00e0nh cho c\u00e1c c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa. Anh ta qu\u00e9t m\u00e3 QR tr\u00ean \u1ee9ng d\u1ee5ng c\u1ee7a Joon-ho, v\u00e0 ngay l\u1eadp t\u1ee9c, to\u00e0n b\u1ed9 l\u1ecbch s\u1eed chi\u1ebfc xe c\u1ee7a anh \u0111\u00e3 c\u00f3 tr\u00ean m\u00e0n h\u00ecnh c\u1ee7a ng\u01b0\u1eddi th\u1ee3 m\u00e1y. Cu\u1ed9c tr\u00f2 chuy\u1ec7n kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t chi\u1ec1u. H\u1ecd \u0111\u00e3 th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c d\u1ecbch v\u1ee5 tr\u01b0\u1edbc \u0111\u00e2y c\u1ee7a chi\u1ebfc xe, v\u00e0 ng\u01b0\u1eddi th\u1ee3 m\u00e1y c\u00f3 th\u1ec3 th\u1ea5y c\u00f4ng vi\u1ec7c \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n tr\u01b0\u1edbc \u0111\u00f3.<\/p>\n
L\u1ea7n n\u00e0y, ch\u1ea9n \u0111o\u00e1n r\u1ea5t ch\u00ednh x\u00e1c. Ng\u01b0\u1eddi th\u1ee3 m\u00e1y \u0111\u00e3 gi\u1ea3i th\u00edch v\u1ea5n \u0111\u1ec1, cho anh xem b\u1ed9 ph\u1eadn b\u1ecb l\u1ed7i v\u00e0 cung c\u1ea5p m\u1ed9t b\u00e1o gi\u00e1 r\u00f5 r\u00e0ng, chi ti\u1ebft th\u00f4ng qua \u1ee9ng d\u1ee5ng. Joon-ho \u0111\u00e3 ph\u00ea duy\u1ec7t c\u00f4ng vi\u1ec7c b\u1eb1ng m\u1ed9t c\u00fa ch\u1ea1m ng\u00f3n tay. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh \u0111\u1ec1u minh b\u1ea1ch v\u00e0 trao quy\u1ec1n. Anh bi\u1ebft ch\u00ednh x\u00e1c nh\u1eefng g\u00ec \u0111ang \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n, t\u1ea1i sao n\u00f3 c\u1ea7n thi\u1ebft v\u00e0 chi ph\u00ed l\u00e0 bao nhi\u00eau.<\/p>\n
Nh\u01b0ng c\u00f4ng ngh\u1ec7 c\u1ee7a Fitdata c\u00f2n \u0111i s\u00e2u h\u01a1n n\u1eefa. N\u1ec1n t\u1ea3ng n\u00e0y s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n tinh vi c\u00f3 t\u00ean l\u00e0 DeepSurv, m\u1ed9t d\u1ea1ng ph\u00e2n t\u00edch s\u1ef1 s\u1ed1ng c\u00f2n, \u0111\u1ec3 d\u1ef1 b\u00e1o khi n\u00e0o c\u1ea7n b\u1ea3o tr\u00ec trong t\u01b0\u01a1ng lai. D\u1ef1a tr\u00ean th\u00f3i quen l\u00e1i xe c\u1ee7a anh, ki\u1ec3u xe v\u00e0 l\u1ecbch s\u1eed d\u1ecbch v\u1ee5 c\u1ee7a n\u00f3, \u1ee9ng d\u1ee5ng \u0111\u00e3 c\u1ea3nh b\u00e1o Joon-ho r\u1eb1ng m\u00e1 phanh c\u1ee7a anh s\u1eafp h\u1ebft tu\u1ed5i th\u1ecd t\u1ed1i \u01b0u. N\u00f3 d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 v\u1edbi Sai s\u1ed1 tuy\u1ec7t \u0111\u1ed1i trung b\u00ecnh (MAE) ch\u1ec9 480km, cho anh \u0111\u1ee7 th\u1eddi gian \u0111\u1ec3 l\u00ean l\u1ecbch thay th\u1ebf tr\u01b0\u1edbc khi n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t v\u1ea5n \u0111\u1ec1 an to\u00e0n. C\u00e1ch ti\u1ebfp c\u1eadn ch\u1ee7 \u0111\u1ed9ng \u0111\u1ec3 b\u1ea3o tr\u00ec n\u00e0y l\u00e0 m\u1ed9t s\u1ef1 thay \u0111\u1ed5i m\u00f4 h\u00ecnh so v\u1edbi chu k\u1ef3 s\u1eeda ch\u1eefa khi h\u1ecfng m\u00e0 anh \u0111\u00e3 quen.<\/p>\n
![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/CqUQdjZmTZKVgHep.png\")
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C\u00e2u chuy\u1ec7n c\u1ee7a Joon-ho ch\u1ec9 l\u00e0 m\u1ed9t v\u00ed d\u1ee5 v\u1ec1 t\u00e1c \u0111\u1ed9ng bi\u1ebfn \u0111\u1ed5i c\u1ee7a n\u1ec1n t\u1ea3ng Fitdata. B\u1eb1ng c\u00e1ch t\u1ea1o ra m\u1ed9t h\u1ec7 sinh th\u00e1i \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, Fitdata kh\u00f4ng ch\u1ec9 trao quy\u1ec1n cho c\u00e1c tay \u0111ua c\u00e1 nh\u00e2n; n\u00f3 \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t t\u01b0\u01a1ng lai b\u1ec1n v\u1eefng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n cho to\u00e0n b\u1ed9 ng\u00e0nh c\u00f4ng nghi\u1ec7p xe m\u00e1y.<\/p>\n
\u0110\u1ed1i v\u1edbi c\u00e1c c\u1eeda h\u00e0ng s\u1eeda ch\u1eefa, n\u1ec1n t\u1ea3ng n\u00e0y cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p SaaS m\u1ea1nh m\u1ebd \u0111\u1ec3 h\u1ee3p l\u00fd h\u00f3a ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd, qu\u1ea3n l\u00fd m\u1ed1i quan h\u1ec7 kh\u00e1ch h\u00e0ng v\u00e0 ti\u1ebfp c\u1eadn m\u1ed9t th\u1ecb tr\u01b0\u1eddng r\u1ed9ng l\u1edbn h\u01a1n. N\u00f3 gi\u00fap h\u1ecd x\u00e2y d\u1ef1ng l\u00f2ng tin v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 chuy\u00ean nghi\u1ec7p h\u00f3a d\u1ecbch v\u1ee5 c\u1ee7a m\u00ecnh. T\u00ednh n\u0103ng qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng ph\u1ee5 t\u00f9ng t\u00edch h\u1ee3p \u0111\u1ea3m b\u1ea3o h\u1ecd c\u00f3 th\u1ec3 t\u00ecm ngu\u1ed3n cung \u1ee9ng c\u00e1c b\u1ed9 ph\u1eadn ph\u00f9 h\u1ee3p m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3, gi\u1ea3m th\u1eddi gian ch\u1ebft cho c\u00e1c tay \u0111ua.<\/p>\n
\u0110\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng xe m\u00e1y \u0111\u00e3 qua s\u1eed d\u1ee5ng, Fitdata l\u00e0 m\u1ed9t ng\u1ecdn h\u1ea3i \u0111\u0103ng c\u1ee7a s\u1ef1 tin c\u1eady. C\u00f4ng c\u1ee5 \u0111\u1ec1 xu\u1ea5t d\u1ef1a tr\u00ean LLM c\u1ee7a n\u1ec1n t\u1ea3ng, s\u1eed d\u1ee5ng Retrieval-Augmented Generation (RAG), c\u00f3 th\u1ec3 ph\u00e2n t\u00edch l\u1ecbch s\u1eed d\u1ecbch v\u1ee5 \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c minh c\u1ee7a m\u1ed9t chi\u1ebfc xe \u0111\u1ec3 cung c\u1ea5p m\u1ed9t \u0111\u00e1nh gi\u00e1 c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u1ec1 t\u00ecnh tr\u1ea1ng v\u00e0 gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3. V\u1edbi m\u1ee5c ti\u00eau \u0111\u1ed9 ch\u00ednh x\u00e1c 90%, t\u00ednh n\u0103ng n\u00e0y gi\u00fap ng\u01b0\u1eddi mua \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t v\u00e0 cho ph\u00e9p nh\u1eefng ng\u01b0\u1eddi b\u00e1n trung th\u1ef1c nh\u01b0 Joon-ho c\u00f3 \u0111\u01b0\u1ee3c m\u1ed9t m\u1ee9c gi\u00e1 h\u1ee3p l\u00fd cho nh\u1eefng chi\u1ebfc xe \u0111\u01b0\u1ee3c b\u1ea3o d\u01b0\u1ee1ng t\u1ed1t c\u1ee7a h\u1ecd.<\/p>\n
Tham v\u1ecdng c\u1ee7a Fitdata v\u01b0\u1ee3t xa H\u00e0n Qu\u1ed1c. C\u00f4ng ty \u0111ang nh\u1eafm \u0111\u1ebfn c\u00e1c th\u1ecb tr\u01b0\u1eddng xe m\u00e1y kh\u1ed5ng l\u1ed3 \u1edf \u0110\u00f4ng Nam \u00c1, bao g\u1ed3m Indonesia, Vi\u1ec7t Nam, Th\u00e1i Lan v\u00e0 \u1ea4n \u0110\u1ed9, n\u01a1i xe hai b\u00e1nh l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n di chuy\u1ec3n ch\u00ednh c\u1ee7a h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi. Th\u1ecb tr\u01b0\u1eddng b\u1ea3o d\u01b0\u1ee1ng xe m\u00e1y to\u00e0n c\u1ea7u \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd t\u0103ng t\u1eeb 72,93 t\u1ef7 USD v\u00e0o n\u0103m 2025 l\u00ean h\u01a1n 110 t\u1ef7 USD v\u00e0o n\u0103m 2035 v\u00e0 Fitdata s\u1eb5n s\u00e0ng chi\u1ebfm m\u1ed9t ph\u1ea7n \u0111\u00e1ng k\u1ec3 trong s\u1ef1 t\u0103ng tr\u01b0\u1edfng n\u00e0y. H\u1ecd c\u0169ng \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c d\u1ecbch v\u1ee5 B2B cho c\u00e1c c\u00f4ng ty b\u1ea3o hi\u1ec3m v\u00e0 giao h\u00e0ng, n\u01a1i th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng c\u1ee7a ph\u01b0\u01a1ng ti\u1ec7n v\u00e0 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n b\u1ea3o tr\u00ec l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi ho\u1ea1t \u0111\u1ed9ng kinh doanh.<\/p>\n
Joon-ho kh\u00f4ng c\u00f2n lo l\u1eafng v\u1ec1 s\u1ee9c kh\u1ecfe c\u1ee7a chi\u1ebfc caf\u00e9 racer c\u1ee7a m\u00ecnh n\u1eefa. Anh t\u1ef1 tin l\u00e1i xe, bi\u1ebft r\u1eb1ng m\u1ed9t \u0111\u1ed1i t\u00e1c \u0111\u00e1ng tin c\u1eady \u0111ang ch\u0103m s\u00f3c chi\u1ebfc xe c\u1ee7a anh. \u1ee8ng d\u1ee5ng REFAIRS tr\u00ean \u0111i\u1ec7n tho\u1ea1i c\u1ee7a anh kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1; \u0111\u00f3 l\u00e0 c\u00e1nh c\u1eeda \u0111\u01b0a anh v\u00e0o m\u1ed9t c\u1ed9ng \u0111\u1ed3ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean s\u1ef1 minh b\u1ea1ch, d\u1eef li\u1ec7u v\u00e0 ni\u1ec1m \u0111am m\u00ea chung d\u00e0nh cho vi\u1ec7c l\u00e1i xe. H\u00e0nh tr\u00ecnh c\u1ee7a Fitdata l\u00e0 m\u1ed9t minh ch\u1ee9ng cho s\u1ee9c m\u1ea1nh c\u1ee7a c\u00f4ng ngh\u1ec7 trong vi\u1ec7c gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ebf gi\u1edbi th\u1ef1c, bi\u1ebfn m\u1ed9t ng\u00e0nh c\u00f4ng nghi\u1ec7p ngo\u1ea1i tuy\u1ebfn, r\u1eddi r\u1ea1c th\u00e0nh m\u1ed9t h\u1ec7 sinh th\u00e1i k\u1ebft n\u1ed1i, b\u1ec1n v\u1eefng, m\u1ed7i l\u1ea7n m\u1ed9t chi\u1ebfc xe m\u00e1y.<\/p>\n
![\"M\u1ed9t](\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663078989020\/azi4TLh7eKGg.jpg\")
<\/p>","protected":false},"excerpt":{"rendered":"
_# X\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i xe m\u00e1y b\u1ec1n v\u1eefng: H\u00e0nh tr\u00ecnh c\u1ee7a m\u1ed9t tay \u0111ua v\u1edbi Fitdata \u0110\u1ed1i v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi, m\u1ed9t chi\u1ebfc xe m\u00e1y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ti\u1ec7n di chuy\u1ec3n; \u0111\u00f3 l\u00e0 m\u1ed9t ni\u1ec1m \u0111am m\u00ea, m\u1ed9t bi\u1ec3u t\u01b0\u1ee3ng c\u1ee7a s\u1ef1 t\u1ef1 do v\u00e0 m\u1ed9t ng\u01b0\u1eddi b\u1ea1n \u0111\u1ed3ng h\u00e0nh \u0111\u00e1ng […]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-9","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9"}],"version-history":[{"count":0,"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/9\/revisions"}],"wp:attachment":[{"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/renewhub.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}