{"id":15155,"date":"2026-05-15T13:52:45","date_gmt":"2026-05-15T06:52:45","guid":{"rendered":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/15\/quyen-kiem-soat-ai-va-dinh-huong-thong-tin-qua-goc-nhin-cua-campbell-brown\/"},"modified":"2026-05-15T13:52:45","modified_gmt":"2026-05-15T06:52:45","slug":"quyen-kiem-soat-ai-va-dinh-huong-thong-tin-qua-goc-nhin-cua-campbell-brown","status":"publish","type":"post","link":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/15\/quyen-kiem-soat-ai-va-dinh-huong-thong-tin-qua-goc-nhin-cua-campbell-brown\/","title":{"rendered":"Quy\u1ec1n ki\u1ec3m so\u00e1t AI v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng th\u00f4ng tin qua g\u00f3c nh\u00ecn c\u1ee7a Campbell Brown"},"content":{"rendered":"
\n

Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang d\u1ea7n tr\u1edf th\u00e0nh h\u1ec7 \u0111i\u1ec1u h\u00e0nh cho m\u1ecdi lu\u1ed3ng th\u00f4ng tin tr\u00ean th\u1ebf gi\u1edbi, c\u00e2u h\u1ecfi v\u1ec1 vi\u1ec7c ai l\u00e0 ng\u01b0\u1eddi n\u1eafm quy\u1ec1n \u0111\u1ecbnh \u0111o\u1ea1t n\u1ed9i dung m\u00e0 AI truy\u1ec1n t\u1ea3i t\u1edbi ng\u01b0\u1eddi d\u00f9ng tr\u1edf n\u00ean c\u1ea5p thi\u1ebft h\u01a1n bao gi\u1edd h\u1ebft. Campbell Brown, c\u1ef1u l\u00e3nh \u0111\u1ea1o m\u1ea3ng tin t\u1ee9c c\u1ee7a Meta, \u0111ang d\u1ea5y l\u00ean h\u1ed3i chu\u00f4ng c\u1ea3nh b\u00e1o v\u1ec1 vi\u1ec7c l\u1ecbch s\u1eed \u0111ang l\u1eb7p l\u1ea1i khi c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) b\u1eaft \u0111\u1ea7u \u0111\u1ecbnh h\u00ecnh nh\u1eadn th\u1ee9c c\u1ee7a nh\u00e2n lo\u1ea1i. Kh\u00f4ng c\u00f2n \u0111\u1ee9ng ngo\u00e0i cu\u1ed9c, b\u00e0 \u0111\u00e3 s\u00e1ng l\u1eadp Forum AI v\u1edbi s\u1ee9 m\u1ec7nh \u0111\u00e1nh gi\u00e1 l\u1ea1i c\u00e1ch c\u00e1c m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng x\u1eed l\u00fd nh\u1eefng v\u1ea5n \u0111\u1ec1 c\u00f3 \u0111\u1ed9 nh\u1ea1y c\u1ea3m cao, n\u01a1i ranh gi\u1edbi gi\u1eefa s\u1ef1 th\u1eadt v\u00e0 \u0111\u1ecbnh ki\u1ebfn tr\u1edf n\u00ean mong manh.<\/p>\n

\n \"Quy\u1ec1n
\u1ea2nh t\u1eeb ngu\u1ed3n: techcrunch.com<\/em><\/figcaption><\/figure>\n

Khi quy\u1ec1n ki\u1ec3m so\u00e1t AI \u0111\u1ed1i di\u1ec7n v\u1edbi c\u00e1c ch\u1ee7 \u0111\u1ec1 nh\u1ea1y c\u1ea3m<\/h2>\n

Campbell Brown nh\u1eadn th\u1ea5y r\u1eb1ng c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn hi\u1ec7n nay \u0111ang qu\u00e1 t\u1eadp trung v\u00e0o t\u1ed1i \u01b0u h\u00f3a m\u00e3 ngu\u1ed3n v\u00e0 c\u00e1c b\u00e0i to\u00e1n to\u00e1n h\u1ecdc m\u00e0 v\u00f4 t\u00ecnh b\u1ecf qu\u00ean kh\u00eda c\u1ea1nh ph\u1ee9c t\u1ea1p nh\u1ea5t: th\u00f4ng tin v\u00e0 ki\u1ebfn th\u1ee9c. \u0110\u1ed1i v\u1edbi b\u00e0, nh\u1eefng ch\u1ee7 \u0111\u1ec1 nh\u01b0 \u0111\u1ecba ch\u00ednh tr\u1ecb, s\u1ee9c kh\u1ecfe t\u00e2m th\u1ea7n hay t\u00e0i ch\u00ednh kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft b\u1eb1ng c\u00e1c thu\u1eadt to\u00e1n m\u00e1y m\u00f3c \u0111\u01a1n thu\u1ea7n, v\u00ec \u0111\u00e2y l\u00e0 nh\u1eefng l\u0129nh v\u1ef1c kh\u00f4ng c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi tr\u1eafng-\u0111en r\u00f5 r\u00e0ng. S\u1ef1 “l\u01b0\u1eddi bi\u1ebfng” trong vi\u1ec7c ki\u1ec3m so\u00e1t n\u1ed9i dung n\u00e0y kh\u00f4ng ch\u1ec9 t\u1ea1o ra nh\u1eefng kho\u1ea3ng tr\u1ed1ng tri th\u1ee9c m\u00e0 c\u00f2n khi\u1ebfn c\u00e1c m\u00f4 h\u00ecnh AI d\u1ec5 d\u00e0ng b\u1ecb thao t\u00fang b\u1edfi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u thi\u1ebfu ki\u1ec3m ch\u1ee9ng ho\u1eb7c c\u00f3 \u0111\u1ecbnh ki\u1ebfn ch\u00ednh tr\u1ecb.<\/p>\n

\u0110\u00e1ng ch\u00fa \u00fd, c\u00e1c cu\u1ed9c ki\u1ec3m \u0111\u1ecbnh t\u1eeb Forum AI cho th\u1ea5y nh\u1eefng k\u1ebft qu\u1ea3 kh\u00f4ng m\u1ea5y kh\u1ea3 quan. Nhi\u1ec1u m\u00f4 h\u00ecnh AI h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay v\u1eabn \u0111\u1ec3 l\u1ed9 nh\u1eefng l\u1ed7i sai nghi\u00eam tr\u1ecdng nh\u01b0 l\u1ea5y d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n th\u00f4ng tin c\u00f3 \u0111\u1ecbnh ki\u1ebfn c\u1ef1c \u0111oan cho nh\u1eefng c\u00e2u chuy\u1ec7n kh\u00f4ng li\u00ean quan, ho\u1eb7c thi\u1ebfu \u0111i c\u00e1i nh\u00ecn \u0111a chi\u1ec1u c\u1ea7n thi\u1ebft. Nh\u1eefng “k\u1ebd h\u1edf” n\u00e0y trong h\u1ec7 sinh th\u00e1i s\u1ed1 c\u0169ng t\u01b0\u01a1ng t\u1ef1 nh\u01b0 c\u00e1ch m\u00e0 an ninh m\u1ea1ng t\u1eebng b\u1ecb \u0111e d\u1ecda, khi\u1ebfn nh\u1eefng v\u1ea5n \u0111\u1ec1 nh\u01b0 t\u1ea5n c\u00f4ng Signal t\u1eeb hacker Nga: L\u1eddi c\u1ea3nh b\u00e1o v\u1ec1 an ninh b\u1ea3o m\u1eadt s\u1ed1<\/a> tr\u1edf th\u00e0nh b\u00e0i h\u1ecdc nh\u00e3n ti\u1ec1n v\u1ec1 vi\u1ec7c c\u00f4ng ngh\u1ec7 n\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 \u0111\u00fang c\u00e1ch s\u1ebd tr\u1edf th\u00e0nh con dao hai l\u01b0\u1ee1i.<\/p>\n

T\u1eeb s\u1ef1 th\u1ea5t b\u1ea1i c\u1ee7a m\u1ea1ng x\u00e3 h\u1ed9i \u0111\u1ebfn tr\u00e1ch nhi\u1ec7m c\u1ee7a c\u00f4ng ngh\u1ec7<\/h2>\n

Nhi\u1ec1u n\u0103m l\u00e0m vi\u1ec7c t\u1ea1i Facebook \u0111\u00e3 cho Campbell Brown c\u00e1i nh\u00ecn s\u00e2u s\u1eafc v\u1ec1 c\u00e1i gi\u00e1 ph\u1ea3i tr\u1ea3 khi m\u1ed9t n\u1ec1n t\u1ea3ng ch\u1ec9 \u01b0u ti\u00ean t\u1ed1i \u01b0u h\u00f3a s\u1ef1 t\u01b0\u01a1ng t\u00e1c thay v\u00ec s\u1ef1 ch\u00ednh x\u00e1c. Vi\u1ec7c c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh ki\u1ec3m ch\u1ee9ng th\u00f4ng tin b\u1ecb khai t\u1eed tr\u01b0\u1edbc \u00e1p l\u1ef1c l\u1ee3i nhu\u1eadn l\u00e0 minh ch\u1ee9ng r\u00f5 nh\u1ea5t cho s\u1ef1 l\u1ec7ch l\u1ea1c v\u1ec1 \u01b0u ti\u00ean c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn. Hi\u1ec7n nay, trong n\u1ed7 l\u1ef1c c\u1eaft gi\u1ea3m ngu\u1ed3n l\u1ef1c \u0111\u1ec3 d\u1ed3n v\u1ed1n cho AI, nh\u01b0 tr\u01b0\u1eddng h\u1ee3p c\u1eaft gi\u1ea3m nh\u00e2n s\u1ef1 t\u1ea1i Cisco \u0111\u1ec3 d\u1ed3n l\u1ef1c cho cu\u1ed9c \u0111ua tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>, c\u00e1c doanh nghi\u1ec7p th\u01b0\u1eddng v\u00f4 t\u00ecnh t\u1ea1o ra nh\u1eefng “l\u1ed7 h\u1ed5ng” v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng n\u1ed9i dung trong qu\u00e1 tr\u00ecnh ch\u1ea1y \u0111ua v\u0169 trang c\u00f4ng ngh\u1ec7.<\/p>\n

\u0110\u1ec3 kh\u1eafc ph\u1ee5c t\u00ecnh tr\u1ea1ng n\u00e0y, Forum AI \u0111\u00e3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng c\u00e1c “th\u1ea9m ph\u00e1n AI” \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o d\u1ef1a tr\u00ean s\u1ef1 t\u01b0 v\u1ea5n c\u1ee7a c\u00e1c chuy\u00ean gia \u0111\u1ea7u ng\u00e0nh t\u1eeb ngo\u1ea1i giao \u0111\u1ebfn an ninh m\u1ea1ng. M\u1ee5c ti\u00eau l\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 \u0111\u1ed3ng thu\u1eadn l\u00ean t\u1edbi 90% gi\u1eefa m\u00e1y m\u00f3c v\u00e0 tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ea5n \u0111\u1ec1 k\u1ef9 thu\u1eadt m\u00e0 l\u00e0 cu\u1ed9c \u0111\u1ea5u tranh \u0111\u1ec3 \u0111\u1ecbnh ngh\u0129a l\u1ea1i s\u1ef1 th\u1eadt trong th\u1eddi \u0111\u1ea1i s\u1ed1. Khi ng\u01b0\u1eddi d\u00f9ng ng\u00e0y c\u00e0ng ph\u1ee5 thu\u1ed9c v\u00e0o chatbot \u0111\u1ec3 tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi quan tr\u1ecdng, vi\u1ec7c cung c\u1ea5p c\u00e2u tr\u1ea3 l\u1eddi sai l\u1ec7ch ho\u1eb7c \u0111\u1ecbnh h\u01b0\u1edbng sai kh\u00f4ng c\u00f2n l\u00e0 l\u1ed7i k\u1ef9 thu\u1eadt nh\u1ecf, m\u00e0 l\u00e0 s\u1ef1 \u0111e d\u1ecda t\u1edbi nh\u1eadn th\u1ee9c c\u1ee7a c\u1ed9ng \u0111\u1ed3ng.<\/p>\n

Quy\u1ec1n ki\u1ec3m so\u00e1t AI v\u00e0 \u00e1p l\u1ef1c t\u1eeb th\u1ecb tr\u01b0\u1eddng doanh nghi\u1ec7p<\/h2>\n

Th\u1ef1c t\u1ebf cho th\u1ea5y m\u1ed9t ngh\u1ecbch l\u00fd l\u00e0 trong khi ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng v\u1eabn ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng c\u00e2u tr\u1ea3 l\u1eddi “r\u00e1c” t\u1eeb chatbot, th\u00ec th\u1ecb tr\u01b0\u1eddng doanh nghi\u1ec7p \u2013 nh\u1eefng \u0111\u01a1n v\u1ecb s\u1eed d\u1ee5ng AI cho c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u00edn d\u1ee5ng, b\u1ea3o hi\u1ec3m v\u00e0 nh\u00e2n s\u1ef1 \u2013 l\u1ea1i \u0111ang \u0111\u00f2i h\u1ecfi s\u1ef1 ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i \u0111\u1ec3 tr\u00e1nh tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd. \u0110\u00e2y ch\u00ednh l\u00e0 \u0111i\u1ec3m t\u1ef1a m\u00e0 Campbell Brown tin r\u1eb1ng s\u1ebd th\u00fac \u0111\u1ea9y s\u1ef1 thay \u0111\u1ed5i. Khi r\u1ee7i ro v\u1ec1 m\u1eb7t ph\u00e1p l\u00fd v\u00e0 chi ph\u00ed sai s\u00f3t tr\u1edf n\u00ean qu\u00e1 l\u1edbn, doanh nghi\u1ec7p s\u1ebd kh\u00f4ng ch\u1ea5p nh\u1eadn nh\u1eefng ki\u1ec3m \u0111\u1ecbnh h\u1eddi h\u1ee3t hi\u1ec7n nay.<\/p>\n

C\u0169ng gi\u1ed1ng nh\u01b0 vi\u1ec7c ng\u01b0\u1eddi d\u00f9ng \u0111\u00f2i h\u1ecfi t\u00ednh ri\u00eang t\u01b0 trong c\u00e1c n\u1ec1n t\u1ea3ng tin nh\u1eafn khi h\u1ecd ph\u1ea3i th\u1ef1c hi\u1ec7n vi\u1ec7c t\u1eaft t\u00ednh n\u0103ng Instants tr\u00ean Instagram v\u00e0 thu h\u1ed3i \u1ea3nh chia s\u1ebb nh\u1ea7m<\/a>, th\u1ecb tr\u01b0\u1eddng hi\u1ec7n \u0111ang b\u1eaft \u0111\u1ea7u \u0111\u00f2i h\u1ecfi s\u1ef1 minh b\u1ea1ch trong quy tr\u00ecnh ki\u1ec3m \u0111\u1ecbnh AI. N\u1ebfu c\u00e1c c\u00f4ng ty AI kh\u00f4ng s\u1edbm thay \u0111\u1ed5i c\u00e1ch h\u1ecd “hu\u1ea5n luy\u1ec7n” \u0111\u1ea1o \u0111\u1ee9c v\u00e0 s\u1ef1 ch\u00ednh x\u00e1c cho m\u00f4 h\u00ecnh c\u1ee7a m\u00ecnh, h\u1ecd s\u1ebd s\u1edbm b\u1ecb \u0111\u00e0o th\u1ea3i b\u1edfi ch\u00ednh c\u00e1c ti\u00eau chu\u1ea9n ki\u1ec3m \u0111\u1ecbnh kh\u1eaft khe m\u00e0 gi\u1edbi doanh nghi\u1ec7p \u0111ang d\u1ef1ng l\u00ean. Quy\u1ec1n quy\u1ebft \u0111\u1ecbnh n\u1ed9i dung AI truy\u1ec1n t\u1ea3i kh\u00f4ng n\u00ean n\u1eb1m trong tay c\u00e1c thu\u1eadt to\u00e1n v\u00f4 tri, m\u00e0 ph\u1ea3i n\u1eb1m trong tay nh\u1eefng chuy\u00ean gia th\u1ef1c th\u1ee5, nh\u1eefng ng\u01b0\u1eddi hi\u1ec3u r\u00f5 s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a th\u1ebf gi\u1edbi th\u1ef1c.<\/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":"

Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang d\u1ea7n tr\u1edf th\u00e0nh h\u1ec7 \u0111i\u1ec1u h\u00e0nh cho m\u1ecdi lu\u1ed3ng th\u00f4ng tin tr\u00ean th\u1ebf gi\u1edbi, c\u00e2u h\u1ecfi v\u1ec1 vi\u1ec7c ai l\u00e0 ng\u01b0\u1eddi n\u1eafm quy\u1ec1n \u0111\u1ecbnh \u0111o\u1ea1t n\u1ed9i dung m\u00e0 AI truy\u1ec1n t\u1ea3i t\u1edbi ng\u01b0\u1eddi d\u00f9ng tr\u1edf n\u00ean c\u1ea5p thi\u1ebft h\u01a1n bao gi\u1edd h\u1ebft. Campbell Brown, c\u1ef1u l\u00e3nh […]<\/p>\n","protected":false},"author":1,"featured_media":15154,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[39],"tags":[],"class_list":["post-15155","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chung-khoang-my-va-pho-wall"],"_links":{"self":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/15155","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=15155"}],"version-history":[{"count":0,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/15155\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media\/15154"}],"wp:attachment":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media?parent=15155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/categories?post=15155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/tags?post=15155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}