{"id":12060,"date":"2026-05-02T23:11:08","date_gmt":"2026-05-02T16:11:08","guid":{"rendered":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/02\/du-lieu-xe-tu-lai-va-tham-vong-bien-tai-xe-thanh-mang-luoi-cam-bien-cua-uber\/"},"modified":"2026-05-02T23:11:08","modified_gmt":"2026-05-02T16:11:08","slug":"du-lieu-xe-tu-lai-va-tham-vong-bien-tai-xe-thanh-mang-luoi-cam-bien-cua-uber","status":"publish","type":"post","link":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/02\/du-lieu-xe-tu-lai-va-tham-vong-bien-tai-xe-thanh-mang-luoi-cam-bien-cua-uber\/","title":{"rendered":"D\u1eef li\u1ec7u xe t\u1ef1 l\u00e1i v\u00e0 tham v\u1ecdng bi\u1ebfn t\u00e0i x\u1ebf th\u00e0nh m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn c\u1ee7a Uber"},"content":{"rendered":"
\n

D\u1eef li\u1ec7u xe t\u1ef1 l\u00e1i \u0111ang tr\u1edf th\u00e0nh “m\u1ecf v\u00e0ng” m\u1edbi trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u00e0 Uber \u2013 g\u00e3 kh\u1ed5ng l\u1ed3 g\u1ecdi xe to\u00e0n c\u1ea7u \u2013 d\u01b0\u1eddng nh\u01b0 \u0111\u00e3 t\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 bi\u1ebfn h\u00e0ng tri\u1ec7u ph\u01b0\u01a1ng ti\u1ec7n c\u1ee7a m\u00ecnh th\u00e0nh m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn kh\u1ed5ng l\u1ed3. Thay v\u00ec t\u1ef1 ph\u00e1t tri\u1ec3n c\u00e1c d\u00f2ng xe kh\u00f4ng ng\u01b0\u1eddi l\u00e1i t\u1ed1n k\u00e9m nh\u01b0 tr\u01b0\u1edbc \u0111\u00e2y, Uber \u0111ang \u00e2m th\u1ea7m chuy\u1ec3n m\u00ecnh \u0111\u1ec3 tr\u1edf th\u00e0nh “l\u1edbp d\u1eef li\u1ec7u” (data layer) thi\u1ebft y\u1ebfu cho to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i xe t\u1ef1 h\u00e0nh (AV), h\u1ee9a h\u1eb9n m\u1ed9t s\u1ef1 thay \u0111\u1ed5i c\u0103n b\u1ea3n trong c\u00e1ch c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 hu\u1ea5n luy\u1ec7n AI.<\/p>\n

\n \"D\u1eef
\u1ea2nh t\u1eeb ngu\u1ed3n: techcrunch.com<\/em><\/figcaption><\/figure>\n

C\u01a1n kh\u00e1t d\u1eef li\u1ec7u xe t\u1ef1 l\u00e1i v\u00e0 n\u00fat th\u1eaft c\u1ee7a ng\u00e0nh<\/h2>\n

Trong cu\u1ed9c ch\u1ea1y \u0111ua c\u00f4ng ngh\u1ec7 kh\u1ed1c li\u1ec7t hi\u1ec7n nay, s\u1ef1 kh\u00e1c bi\u1ec7t kh\u00f4ng c\u00f2n n\u1eb1m \u1edf n\u0103ng l\u1ef1c ph\u1ea7n c\u1ee9ng thu\u1ea7n t\u00fay, m\u00e0 n\u1eb1m \u1edf ngu\u1ed3n t\u00e0i nguy\u00ean \u0111\u1ea7u v\u00e0o: th\u00f4ng tin th\u1ef1c t\u1ebf t\u1eeb \u0111\u1eddi s\u1ed1ng \u0111\u00f4 th\u1ecb. Praveen Neppalli Naga, Gi\u00e1m \u0111\u1ed1c c\u00f4ng ngh\u1ec7 c\u1ee7a Uber, kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng n\u00fat th\u1eaft l\u1edbn nh\u1ea5t c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb ph\u00e1t tri\u1ec3n xe t\u1ef1 h\u00e0nh kh\u00f4ng c\u00f2n l\u00e0 c\u00f4ng ngh\u1ec7 l\u00f5i m\u00e0 ch\u00ednh l\u00e0 d\u1eef li\u1ec7u. C\u00e1c c\u00f4ng ty nh\u01b0 Waymo c\u1ea7n thu th\u1eadp h\u00e0ng tri\u1ec7u k\u1ecbch b\u1ea3n giao th\u00f4ng ph\u1ee9c t\u1ea1p t\u1ea1i nhi\u1ec1u th\u1eddi \u0111i\u1ec3m kh\u00e1c nhau, nh\u01b0ng kh\u00f4ng nhi\u1ec1u \u0111\u01a1n v\u1ecb s\u1edf h\u1eefu \u0111\u1ee7 ngu\u1ed3n l\u1ef1c t\u00e0i ch\u00ednh \u0111\u1ec3 duy tr\u00ec m\u1ed9t \u0111\u1ed9i xe chuy\u00ean d\u1ee5ng kh\u1ed5ng l\u1ed3 nh\u1eb1m “qu\u00e9t” kh\u1eafp m\u1ecdi g\u00f3c ph\u1ed1. Vi\u1ec7c cung c\u1ea5p d\u1eef li\u1ec7u xe t\u1ef1 l\u00e1i t\u1eeb h\u00e0ng tri\u1ec7u t\u00e0i x\u1ebf hi\u1ec7n c\u00f3 c\u1ee7a Uber kh\u00f4ng ch\u1ec9 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n thi\u1ebfu h\u1ee5t t\u00e0i nguy\u00ean m\u00e0 c\u00f2n t\u1ea1o ra m\u1ed9t d\u00f2ng ch\u1ea3y th\u00f4ng tin s\u1ed1ng \u0111\u1ed9ng, th\u1ef1c t\u1ebf h\u01a1n b\u1ea5t k\u1ef3 m\u00f4 ph\u1ecfng n\u00e0o.<\/p>\n

Hi\u1ec7n nay, Uber \u0111ang v\u1eadn h\u00e0nh ch\u01b0\u01a1ng tr\u00ecnh AV Labs v\u1edbi m\u1ed9t \u0111\u1ed9i xe trang b\u1ecb c\u1ea3m bi\u1ebfn chuy\u00ean bi\u1ec7t t\u00e1ch bi\u1ec7t kh\u1ecfi m\u1ea1ng l\u01b0\u1edbi t\u00e0i x\u1ebf th\u00f4ng th\u01b0\u1eddng. Tuy nhi\u00ean, t\u1ea7m nh\u00ecn d\u00e0i h\u1ea1n c\u1ee7a doanh nghi\u1ec7p n\u00e0y l\u00e0 t\u00edch h\u1ee3p c\u00e1c b\u1ed9 c\u1ea3m bi\u1ebfn v\u00e0o xe c\u1ee7a ch\u00ednh \u0111\u1ed1i t\u00e1c t\u00e0i x\u1ebf tr\u00ean to\u00e0n c\u1ea7u. Khi \u0111\u00f3, m\u1ed7i chi\u1ebfc xe d\u1ecbch v\u1ee5 kh\u00f4ng ch\u1ec9 \u0111\u00f3ng vai tr\u00f2 ph\u01b0\u01a1ng ti\u1ec7n di chuy\u1ec3n, m\u00e0 tr\u1edf th\u00e0nh m\u1ed9t th\u1ef1c th\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u di \u0111\u1ed9ng, ghi l\u1ea1i c\u00e1c t\u00ecnh hu\u1ed1ng giao th\u00f4ng th\u1ef1c t\u1ebf \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh AI. \u0110i\u1ec1u n\u00e0y t\u01b0\u01a1ng \u0111\u1ed3ng v\u1edbi c\u00e1ch c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn \u0111ang thay \u0111\u1ed5i t\u01b0 duy trong cu\u1ed9c chi\u1ebfn AI to\u00e0n c\u1ea7u, gi\u1ed1ng nh\u01b0 c\u00e1ch m\u00e0 c\u00e1c \u0111\u01a1n v\u1ecb kh\u1edfi nghi\u1ec7p \u1edf ch\u00e2u \u00c2u \u0111ang n\u1ed7 l\u1ef1c b\u1ee9t ph\u00e1 trong cu\u1ed9c \u0111ua AI th\u1ebf h\u1ec7 m\u1edbi, n\u01a1i d\u1eef li\u1ec7u s\u1ea1ch v\u00e0 \u0111a d\u1ea1ng l\u00e0 ch\u00eca kh\u00f3a then ch\u1ed1t \u0111\u1ec3 \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai.<\/p>\n

\u0110\u1ecbnh ngh\u0129a l\u1ea1i v\u1ecb th\u1ebf trong h\u1ec7 sinh th\u00e1i xe t\u1ef1 h\u00e0nh<\/h2>\n

Vi\u1ec7c tr\u1edf th\u00e0nh “ng\u01b0\u1eddi g\u00e1c \u0111\u1ec1n” d\u1eef li\u1ec7u mang l\u1ea1i cho Uber m\u1ed9t v\u1ecb th\u1ebf \u0111\u00e0m ph\u00e1n \u0111\u1ea7y quy\u1ec1n l\u1ef1c. D\u00f9 \u0111\u00e3 t\u1eeb b\u1ecf tham v\u1ecdng t\u1ef1 x\u00e2y d\u1ef1ng \u0111\u1ed9i xe t\u1ef1 l\u00e1i \u2013 m\u1ed9t n\u01b0\u1edbc \u0111i t\u1eebng khi\u1ebfn \u0111\u1ed3ng s\u00e1ng l\u1eadp Travis Kalanick ti\u1ebfc nu\u1ed1i \u2013 Uber hi\u1ec7n \u0111ang h\u1ee3p t\u00e1c v\u1edbi 25 c\u00f4ng ty xe t\u1ef1 h\u00e0nh kh\u00e1c nhau. Th\u00f4ng qua vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t “\u0111\u00e1m m\u00e2y d\u1eef li\u1ec7u” (AV cloud) \u2013 n\u01a1i c\u00e1c \u0111\u1ed1i t\u00e1c c\u00f3 th\u1ec3 truy xu\u1ea5t th\u00f4ng tin \u0111\u00e3 \u0111\u01b0\u1ee3c g\u1eafn nh\u00e3n \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh, Uber \u0111ang v\u00f4 h\u00ecnh trung t\u1ea1o ra m\u1ed9t ti\u00eau chu\u1ea9n chung cho ng\u00e0nh. \u0110\u00e1ng ch\u00fa \u00fd, c\u00e1c \u0111\u1ed1i t\u00e1c n\u00e0y c\u00f2n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng c\u1ee7a Uber \u0111\u1ec3 ch\u1ea1y m\u00f4 h\u00ecnh c\u1ee7a h\u1ecd \u1edf “ch\u1ebf \u0111\u1ed9 b\u00f3ng ma” (shadow mode) tr\u00ean c\u00e1c chuy\u1ebfn xe th\u1ef1c t\u1ebf, ki\u1ec3m ch\u1ee9ng hi\u1ec7u n\u0103ng m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1eb7t m\u1ed9t chi\u1ebfc xe t\u1ef1 h\u00e0nh n\u00e0o l\u00ean \u0111\u01b0\u1eddng ph\u1ed1.<\/p>\n

Trong b\u1ed1i c\u1ea3nh th\u1ecb tr\u01b0\u1eddng \u0111ang ch\u1ee9ng ki\u1ebfn s\u1ef1 chuy\u1ec3n d\u1ecbch quy\u1ec1n l\u1ef1c v\u00e0 thay \u0111\u1ed5i t\u00e2m \u0111i\u1ec3m c\u1ee7a c\u00e1c s\u1ef1 ki\u1ec7n l\u1edbn, t\u1eeb vi\u1ec7c chuy\u1ec3n giao quy\u1ec1n l\u1ef1c t\u1ea1i nh\u1eefng t\u1eadp \u0111o\u00e0n h\u00e0ng \u0111\u1ea7u nh\u01b0 Berkshire Hathaway cho \u0111\u1ebfn nh\u1eefng bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecba ch\u00ednh tr\u1ecb, chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a Uber ph\u1ea3n \u00e1nh s\u1ef1 nh\u1ea1y b\u00e9n trong vi\u1ec7c t\u1eadn d\u1ee5ng l\u1ee3i th\u1ebf quy m\u00f4. Thay v\u00ec c\u1ed1 g\u1eafng l\u00e0m ch\u1ee7 cu\u1ed9c ch\u01a1i t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i, Uber ch\u1ecdn c\u00e1ch tr\u1edf th\u00e0nh h\u1ea1 t\u1ea7ng kh\u00f4ng th\u1ec3 thay th\u1ebf. Khi c\u00e1c cu\u1ed9c \u0111ua ch\u00ednh tr\u1ecb nh\u01b0 vi\u1ec7c ki\u1ec3m so\u00e1t Th\u01b0\u1ee3ng vi\u1ec7n M\u1ef9 t\u1ea1o ra nh\u1eefng bi\u1ebfn s\u1ed1 cho m\u00f4i tr\u01b0\u1eddng ph\u00e1p l\u00fd, Uber c\u0169ng \u0111ang th\u1eadn tr\u1ecdng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd \u0111\u1ec3 l\u00e0m r\u00f5 quy \u0111\u1ecbnh v\u1ec1 c\u1ea3m bi\u1ebfn v\u00e0 quy\u1ec1n chia s\u1ebb th\u00f4ng tin, \u0111\u1ea3m b\u1ea3o s\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y di\u1ec5n ra \u0111\u00fang l\u1ed9 tr\u00ecnh b\u1ec1n v\u1eefng.<\/p>\n

D\u00e2n ch\u1ee7 h\u00f3a d\u1eef li\u1ec7u hay ki\u1ec3m so\u00e1t cu\u1ed9c ch\u01a1i?<\/h2>\n

D\u00f9 ph\u00eda Uber tuy\u00ean b\u1ed1 m\u1ee5c ti\u00eau hi\u1ec7n t\u1ea1i l\u00e0 “d\u00e2n ch\u1ee7 h\u00f3a” d\u1eef li\u1ec7u thay v\u00ec khai th\u00e1c l\u1ee3i nhu\u1eadn tr\u1ef1c ti\u1ebfp, gi\u1edbi quan s\u00e1t kh\u00f3 c\u00f3 th\u1ec3 b\u1ecf qua s\u1ee9c \u1ea3nh h\u01b0\u1edfng th\u01b0\u01a1ng m\u1ea1i kh\u1ed5ng l\u1ed3 m\u00e0 h\u1ec7 th\u1ed1ng n\u00e0y mang l\u1ea1i. V\u1edbi t\u01b0 c\u00e1ch l\u00e0 c\u1ed5 \u0111\u00f4ng trong nhi\u1ec1u \u0111\u01a1n v\u1ecb xe t\u1ef1 h\u00e0nh, vi\u1ec7c cung c\u1ea5p \u0111\u1ed9c quy\u1ec1n c\u00e1c b\u1ed9 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n quy m\u00f4 l\u1edbn cho ph\u00e9p Uber g\u00e2y \u00e1p l\u1ef1c ho\u1eb7c \u0111\u1ecbnh h\u01b0\u1edbng s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u1ea3 m\u1ed9t ng\u00e0nh c\u00f4ng nghi\u1ec7p. Nh\u1eefng n\u1ed7 l\u1ef1c n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0 l\u1eddi gi\u1ea3i cho b\u00e0i to\u00e1n d\u1eef li\u1ec7u xe t\u1ef1 l\u00e1i m\u00e0 c\u00f2n l\u00e0 minh ch\u1ee9ng cho vi\u1ec7c Uber \u0111ang th\u1ef1c s\u1ef1 x\u00e2y d\u1ef1ng m\u1ed9t \u0111\u1ebf ch\u1ebf s\u1ed1, n\u01a1i h\u1ecd kh\u00f4ng c\u1ea7n s\u1edf h\u1eefu ph\u01b0\u01a1ng ti\u1ec7n, nh\u01b0ng l\u1ea1i s\u1edf h\u1eefu nh\u1eefng d\u00f2ng ch\u1ea3y d\u1eef li\u1ec7u ch\u1ea3y qua c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n \u0111\u00f3.<\/p>\n

B\u00e0i vi\u1ebft \u0111\u00e3 \u0111\u01b0\u1ee3c bi\u00ean t\u1eadp l\u1ea1i t\u1eeb ngu\u1ed3n: techcrunch.com<\/em><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

D\u1eef li\u1ec7u xe t\u1ef1 l\u00e1i \u0111ang tr\u1edf th\u00e0nh “m\u1ecf v\u00e0ng” m\u1edbi trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u00e0 Uber \u2013 g\u00e3 kh\u1ed5ng l\u1ed3 g\u1ecdi xe to\u00e0n c\u1ea7u \u2013 d\u01b0\u1eddng nh\u01b0 \u0111\u00e3 t\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 bi\u1ebfn h\u00e0ng tri\u1ec7u ph\u01b0\u01a1ng ti\u1ec7n c\u1ee7a m\u00ecnh th\u00e0nh m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn kh\u1ed5ng l\u1ed3. Thay v\u00ec t\u1ef1 […]<\/p>\n","protected":false},"author":1,"featured_media":12059,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[70],"tags":[],"class_list":["post-12060","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-the-gioi"],"_links":{"self":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/12060","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/comments?post=12060"}],"version-history":[{"count":0,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/12060\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media\/12059"}],"wp:attachment":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media?parent=12060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/categories?post=12060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/tags?post=12060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}