{"id":13143,"date":"2026-05-04T23:53:26","date_gmt":"2026-05-04T16:53:26","guid":{"rendered":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/04\/dau-tu-vao-ha-tang-ai-voi-nicolas-sauvage-khi-nhung-lua-chon-nham-chan-tao-nen-dot-pha\/"},"modified":"2026-05-04T23:53:26","modified_gmt":"2026-05-04T16:53:26","slug":"dau-tu-vao-ha-tang-ai-voi-nicolas-sauvage-khi-nhung-lua-chon-nham-chan-tao-nen-dot-pha","status":"publish","type":"post","link":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/04\/dau-tu-vao-ha-tang-ai-voi-nicolas-sauvage-khi-nhung-lua-chon-nham-chan-tao-nen-dot-pha\/","title":{"rendered":"\u0110\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI v\u1edbi Nicolas Sauvage: Khi nh\u1eefng l\u1ef1a ch\u1ecdn nh\u00e0m ch\u00e1n t\u1ea1o n\u00ean \u0111\u1ed9t ph\u00e1"},"content":{"rendered":"<div>\n<figure>\n  <img decoding=\"async\" src=\"https:\/\/taichinhphowall.com\/wp-content\/uploads\/2026\/05\/image-Tmljb2xhc1NhdXZhZ2ViZWxp.jpg\" alt=\"\u0110\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI - Ngu\u1ed3n \u1ea3nh: techcrunch.com\" \/><figcaption><em>\u1ea2nh t\u1eeb ngu\u1ed3n: techcrunch.com<\/em><\/figcaption><\/figure>\n<p>Trong m\u1ed9t th\u1ecb tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 v\u1ed1n \u01b0a chu\u1ed9ng nh\u1eefng h\u00e0o quang r\u1ef1c r\u1ee1 t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng ng\u01b0\u1eddi d\u00f9ng, Nicolas Sauvage l\u1ea1i \u0111i ng\u01b0\u1ee3c d\u00f2ng b\u1eb1ng chi\u1ebfn l\u01b0\u1ee3c \u0110\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI h\u01b0\u1edbng t\u1edbi nh\u1eefng ph\u1ea7n &#8220;t\u1ebb nh\u1ea1t&#8221; nh\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7. T\u1ea1i s\u1ef1 ki\u1ec7n c\u1ee7a StrictlyVC, v\u1ecb gi\u00e1m \u0111\u1ed1c c\u1ee7a TDK Ventures \u0111\u00e3 chia s\u1ebb m\u1ed9t tri\u1ebft l\u00fd ki\u00ean \u0111\u1ecbnh m\u00e0 \u00f4ng theo \u0111u\u1ed5i t\u1eeb n\u0103m 2019: nh\u1eefng c\u00fa \u0111\u1eb7t c\u01b0\u1ee3c t\u1ed1t nh\u1ea5t th\u01b0\u1eddng c\u1ea7n b\u1ed1n n\u0103m \u0111\u1ec3 ch\u1ee9ng minh gi\u00e1 tr\u1ecb. Thay v\u00ec ch\u1ea1y theo c\u01a1n s\u1ed1t \u1ee9ng d\u1ee5ng, \u00f4ng t\u1eadp trung v\u00e0o nh\u1eefng &#8220;n\u00fat th\u1eaft&#8221; v\u1eadt l\u00fd v\u00e0 ki\u1ebfn tr\u00fac c\u1ed1t l\u00f5i m\u00e0 n\u1ebfu thi\u1ebfu ch\u00fang, h\u1ec7 sinh th\u00e1i AI s\u1ebd kh\u00f4ng th\u1ec3 v\u1eadn h\u00e0nh.<\/p>\n<h2>B\u1ea3n ch\u1ea5t c\u1ee7a vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI trong k\u1ef7 nguy\u00ean m\u1edbi<\/h2>\n<p>Vi\u1ec7c \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o Groq t\u1eeb n\u0103m 2020, th\u1eddi \u0111i\u1ec3m m\u00e0 generative AI ch\u01b0a tr\u1edf th\u00e0nh t\u1eeb kh\u00f3a ph\u1ee7 s\u00f3ng m\u1ecdi m\u1eb7t b\u00e1o, l\u00e0 minh ch\u1ee9ng r\u00f5 n\u00e9t nh\u1ea5t cho t\u01b0 duy n\u00e0y. Jonathan Ross, ng\u01b0\u1eddi s\u00e1ng l\u1eadp Groq v\u00e0 c\u0169ng l\u00e0 m\u1ed9t trong nh\u1eefng ki\u1ebfn tr\u00fac s\u01b0 \u0111\u1eb1ng sau c\u00e1c b\u1ed9 vi x\u1eed l\u00fd Tensor c\u1ee7a Google, \u0111\u00e3 \u0111\u1ecbnh h\u01b0\u1edbng c\u00f4ng ty t\u1eadp trung v\u00e0o &#8220;inference&#8221; \u2013 qu\u00e1 tr\u00ecnh x\u1eed l\u00fd n\u1eb7ng n\u1ec1 di\u1ec5n ra m\u1ed7i khi m\u00f4 h\u00ecnh ph\u1ea3n h\u1ed3i m\u1ed9t truy v\u1ea5n. Trong khi ph\u1ea7n l\u1edbn th\u1ecb tr\u01b0\u1eddng m\u1ea3i m\u00ea v\u1edbi ph\u1ea7n c\u1ee9ng ti\u00eau d\u00f9ng c\u00f3 gi\u1edbi h\u1ea1n, Sauvage nh\u00ecn th\u1ea5y ti\u1ec1m n\u0103ng v\u00f4 h\u1ea1n c\u1ee7a nhu c\u1ea7u x\u1eed l\u00fd th\u00f4ng tin. Th\u1ef1c t\u1ebf cho th\u1ea5y m\u1ed9t ngh\u1ecbch l\u00fd l\u00e0 s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI hi\u1ec7n nay kh\u00f4ng ch\u1ec9 \u0111\u00f2i h\u1ecfi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n m\u00e0 c\u00f2n c\u1ea7n s\u1ef1 t\u1ed1i \u01b0u h\u00f3a \u0111\u1ebfn t\u1eebng chi ti\u1ebft nh\u1ecf nh\u1ea5t trong ki\u1ebfn tr\u00fac chip.<\/p>\n<h2>\u0110\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI: T\u1eeb chip x\u1eed l\u00fd \u0111\u1ebfn h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/h2>\n<p>Nh\u00ecn s\u00e2u v\u00e0o b\u1ea3n ch\u1ea5t, t\u01b0 duy c\u1ee7a Sauvage kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf c\u00e1c con chip. \u00d4ng \u0111ang m\u1edf r\u1ed9ng t\u1ea7m nh\u00ecn sang l\u0129nh v\u1ef1c &#8220;physical AI&#8221; \u2013 n\u01a1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tho\u00e1t kh\u1ecfi m\u00e0n h\u00ecnh \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3 trong th\u1ebf gi\u1edbi th\u1ef1c. C\u00e1c c\u00f4ng ty trong danh m\u1ee5c nh\u01b0 Agility Robotics hay ANYbotics kh\u00f4ng c\u1ed1 g\u1eafng x\u00e2y d\u1ef1ng nh\u1eefng robot \u0111a n\u0103ng qu\u00e1 ph\u1ee9c t\u1ea1p. Thay v\u00e0o \u0111\u00f3, ch\u00fang gi\u1ea3i quy\u1ebft m\u1ed9t nhi\u1ec7m v\u1ee5 duy nh\u1ea5t nh\u01b0ng c\u1ef1c k\u1ef3 kh\u00f3 kh\u0103n: v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a trong kho b\u00e3i thi\u1ebfu h\u1ee5t lao \u0111\u1ed9ng hay ki\u1ec3m tra c\u00e1c khu v\u1ef1c nguy hi\u1ec3m cho con ng\u01b0\u1eddi. \u0110\u00e2y l\u00e0 minh ch\u1ee9ng cho s\u1ef1 t\u1eadp trung v\u00e0o m\u1ee5c \u0111\u00edch r\u00f5 r\u00e0ng, thay v\u00ec nh\u1eefng \u00fd t\u01b0\u1edfng vi\u1ec3n v\u00f4ng. Gi\u1ed1ng nh\u01b0 c\u00e1ch th\u1ecb tr\u01b0\u1eddng ti\u1ec1n m\u00e3 h\u00f3a ch\u1ee9ng ki\u1ebfn nh\u1eefng b\u01b0\u1edbc ngo\u1eb7t khi gi\u00e1 Bitcoin t\u0103ng m\u1ea1nh ti\u1ec7m c\u1eadn m\u1ed1c 79.000 USD hay nh\u1eefng cu\u1ed9c tranh lu\u1eadn v\u1ec1 t\u00ednh minh b\u1ea1ch nh\u01b0 v\u1ee5 Wallets seized by OFAC, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a h\u1ea1 t\u1ea7ng AI c\u0169ng c\u1ea7n s\u1ef1 k\u1ef7 lu\u1eadt kh\u1eaft khe trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c b\u00e0i to\u00e1n th\u1ef1c t\u1ebf c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft tr\u01b0\u1edbc khi d\u00f2ng ti\u1ec1n th\u00f4ng minh \u0111\u1ed5 v\u00e0o.<\/p>\n<h2>S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a CPU v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec1u ph\u1ed1i thu\u1eadt to\u00e1n<\/h2>\n<p>\u0110\u00e1ng ch\u00fa \u00fd, Sauvage d\u1ef1 \u0111o\u00e1n r\u1eb1ng sau s\u1ef1 th\u1ed1ng tr\u1ecb c\u1ee7a GPU trong giai \u0111o\u1ea1n \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh, ch\u00fang ta s\u1ebd s\u1edbm ch\u1ee9ng ki\u1ebfn m\u1ed9t cu\u1ed9c ph\u1ee5c h\u01b0ng c\u1ee7a CPU. D\u00f9 kh\u00f4ng s\u1edf h\u1eefu t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd th\u00f4 b\u1ea1o nh\u01b0 c\u00e1c d\u00f2ng chip chuy\u00ean d\u1ee5ng, CPU l\u1ea1i cho th\u1ea5y s\u1ef1 linh ho\u1ea1t v\u01b0\u1ee3t tr\u1ed9i trong logic ra quy\u1ebft \u0111\u1ecbnh v\u00e0 \u0111i\u1ec1u ph\u1ed1i c\u00e1c t\u00e1c v\u1ee5 ph\u00e2n nh\u00e1nh. Trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 c\u00e1c t\u00e1c nh\u00e2n AI ph\u1ea3i li\u00ean t\u1ee5c ki\u1ec3m tra ti\u1ebfn tr\u00ecnh v\u00e0 th\u1ef1c hi\u1ec7n h\u00e0ng ch\u1ee5c b\u01b0\u1edbc x\u1eed l\u00fd kh\u00e1c nhau, c\u1ea7n c\u00f3 m\u1ed9t &#8220;nh\u1ea1c tr\u01b0\u1edfng&#8221; \u0111\u1ec3 qu\u1ea3n l\u00fd to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng. \u0110\u00f3 ch\u00ednh l\u00e0 m\u1ea3nh gh\u00e9p c\u00f2n thi\u1ebfu m\u00e0 CPU \u0111ang d\u1ea7n chi\u1ebfm l\u0129nh, m\u1ed9t l\u1ea7n n\u1eefa kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng vi\u1ec7c \u0110\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI kh\u00f4ng ph\u1ea3i l\u00e0 ch\u1ea1y theo nh\u1eefng th\u1ee9 nhanh nh\u1ea5t, m\u00e0 l\u00e0 t\u00ecm ra nh\u1eefng linh ki\u1ec7n ph\u00f9 h\u1ee3p nh\u1ea5t cho s\u1ef1 v\u1eadn h\u00e0nh b\u1ec1n v\u1eefng c\u1ee7a h\u1ec7 sinh th\u00e1i s\u1ed1. \u0110\u00f4i khi, nh\u1eefng th\u00e0nh ph\u1ea7n &#8220;t\u1ebb nh\u1ea1t&#8221; l\u1ea1i ch\u00ednh l\u00e0 b\u1ec7 \u0111\u1ee1 v\u1eefng ch\u1eafc nh\u1ea5t cho nh\u1eefng b\u01b0\u1edbc ti\u1ebfn mang t\u00ednh c\u00e1ch m\u1ea1ng c\u1ee7a t\u01b0\u01a1ng lai.<\/p>\n<p><em>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":"<p>\u1ea2nh t\u1eeb ngu\u1ed3n: techcrunch.com Trong m\u1ed9t th\u1ecb tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 v\u1ed1n \u01b0a chu\u1ed9ng nh\u1eefng h\u00e0o quang r\u1ef1c r\u1ee1 t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng ng\u01b0\u1eddi d\u00f9ng, Nicolas Sauvage l\u1ea1i \u0111i ng\u01b0\u1ee3c d\u00f2ng b\u1eb1ng chi\u1ebfn l\u01b0\u1ee3c \u0110\u1ea7u t\u01b0 v\u00e0o h\u1ea1 t\u1ea7ng AI h\u01b0\u1edbng t\u1edbi nh\u1eefng ph\u1ea7n &#8220;t\u1ebb nh\u1ea1t&#8221; nh\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7. T\u1ea1i s\u1ef1 ki\u1ec7n c\u1ee7a StrictlyVC, v\u1ecb [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":13142,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[51],"tags":[],"class_list":["post-13143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-crypto-va-web3"],"_links":{"self":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/13143","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=13143"}],"version-history":[{"count":0,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/13143\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media\/13142"}],"wp:attachment":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media?parent=13143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/categories?post=13143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/tags?post=13143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}