{"id":663,"date":"2025-10-21T22:25:29","date_gmt":"2025-10-21T15:25:29","guid":{"rendered":"https:\/\/makein.vn\/?p=663"},"modified":"2026-03-02T09:55:07","modified_gmt":"2026-03-02T02:55:07","slug":"khi-ai-buoc-vao-chung-khoan","status":"publish","type":"post","link":"https:\/\/makein.vn\/index.php\/2025\/10\/21\/khi-ai-buoc-vao-chung-khoan\/","title":{"rendered":"Khi AI b\u01b0\u1edbc v\u00e0o ch\u1ee9ng kho\u00e1n"},"content":{"rendered":"\n<p>L\u00e2u nay, t\u00f4i v\u1eabn th\u01b0\u1eddng s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 c\u00f4ng vi\u1ec7c h\u1eb1ng ng\u00e0y: t\u1eeb vi\u1ebft b\u00e0i chu\u1ea9n SEO, d\u1ecbch thu\u1eadt cho \u0111\u1ebfn tra c\u1ee9u th\u00f4ng tin nhanh. Th\u1ebf nh\u01b0ng, th\u00fa th\u1ef1c t\u00f4i ch\u01b0a t\u1eebng ngh\u0129 \u0111\u1ebfn m\u1ed9t ng\u00e0y <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> l\u1ea1i c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh tr\u1ee3 th\u1ee7 \u0111\u1eafc l\u1ef1c, gi\u00fap ch\u00fang ta \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh t\u00e0i ch\u00ednh quan tr\u1ecdng thay v\u00ec ch\u1ec9 l\u00e0m nh\u1eefng vi\u1ec7c h\u00e0nh ch\u00ednh \u0111\u01a1n thu\u1ea7n.<\/p>\n\n\n\n<p>Trong h\u00e0nh tr\u00ecnh n\u00e0y, t\u00f4i c\u0169ng tham kh\u1ea3o t\u01b0 v\u1ea5n t\u1eeb m\u1ed9t v\u00e0i broker v\u00e0 ki\u00ean \u0111\u1ecbnh theo s\u00e1t h\u1ecd. T\u00f4i quan ni\u1ec7m con \u0111\u01b0\u1eddng \u0111\u1ea7u t\u01b0 gi\u1ed1ng nh\u01b0 h\u00e0nh tr\u00ecnh c\u1ee7a m\u1ed9t &#8220;minh ch\u1ee7&#8221; v\u00f5 l\u00e2m: ch\u1ec9 n\u00ean theo m\u1ed9t v\u00e0i m\u00f4n ph\u00e1i nh\u1ea5t \u0111\u1ecbnh. N\u1ebfu nghe qu\u00e1 nhi\u1ec1u lu\u1ed3ng th\u00f4ng tin tr\u00e1i chi\u1ec1u, b\u1ea1n r\u1ea5t d\u1ec5 b\u1ecb &#8220;lo\u00e3ng&#8221; v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 r\u01a1i v\u00e0o t\u00ecnh tr\u1ea1ng &#8220;t\u1ea9u h\u1ecfa nh\u1eadp ma&#8221; gi\u1eefa \u0111\u00e1m \u0111\u00f4ng.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5-1024x512.png\" alt=\"Khi AI b\u01b0\u1edbc v\u00e0o ch\u1ee9ng kho\u00e1n - Minh ch\u1ee7 v\u00f5 l\u00e2m\" class=\"wp-image-665\" srcset=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5-1024x512.png 1024w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5-300x150.png 300w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5-768x384.png 768w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5-1536x768.png 1536w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5-600x300.png 600w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-5.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Ch\u00ednh v\u00ec th\u1ebf, t\u00f4i ch\u1ec9 t\u1eadp trung v\u00e0o m\u1ed9t v\u00e0i m\u00e3 c\u1ed5 phi\u1ebfu \u0111\u1ea7u ng\u00e0nh. M\u1ee5c \u0111\u00edch l\u00e0 \u0111\u1ec3 trong k\u1ecbch b\u1ea3n x\u1ea5u nh\u1ea5t, kho\u1ea3n v\u1ed1n c\u1ee7a m\u00ecnh kh\u00f4ng bi\u1ebfn th\u00e0nh &#8220;gi\u1ea5y l\u1ed9n&#8221; \u0111\u00fang ngh\u0129a. Vi\u1ec7c theo s\u00e1t m\u1ed9t v\u00e0i m\u00e3 c\u1ee5 th\u1ec3 c\u0169ng gi\u00fap m\u00ecnh hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 \u0111\u1ed9i ng\u0169 t\u1ea1o l\u1eadp, \u0111\u1eb7c th\u00f9 ng\u00e0nh v\u00e0 n\u1ed9i t\u1ea1i doanh nghi\u1ec7p. Gi\u1edd \u0111\u00e2y, khi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn, t\u00f4i b\u1eaft \u0111\u1ea7u nh\u1eadn ra \u0111\u00e2y ch\u00ednh l\u00e0 &#8220;m\u00f4n ph\u00e1i&#8221; m\u1edbi gi\u00fap c\u1ee7ng c\u1ed1 t\u00ednh nh\u1ea5t qu\u00e1n cho c\u00e1c chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n m\u00e0 t\u00f4i \u0111ang theo \u0111u\u1ed5i.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/makein.vn\/index.php\/2025\/10\/21\/khi-ai-buoc-vao-chung-khoan\/#Con_nguoi_trong_chung_khoan_%E2%80%93_giua_ly_tri_va_cam_xuc\" >Con ng\u01b0\u1eddi trong ch\u1ee9ng kho\u00e1n \u2013 gi\u1eefa l\u00fd tr\u00ed v\u00e0 c\u1ea3m x\u00fac<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/makein.vn\/index.php\/2025\/10\/21\/khi-ai-buoc-vao-chung-khoan\/#%E2%80%9CNha_phan_tich%E2%80%9D_khong_cam_xuc_va_co_tri_nho_vo_han\" >\u201cNh\u00e0 ph\u00e2n t\u00edch\u201d kh\u00f4ng c\u1ea3m x\u00fac v\u00e0 c\u00f3 tr\u00ed nh\u1edb v\u00f4 h\u1ea1n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/makein.vn\/index.php\/2025\/10\/21\/khi-ai-buoc-vao-chung-khoan\/#Vien_canh_tuong_lai_Khi_AI_%E2%80%9Cchien%E2%80%9D_nhau_tren_bang_dien\" >Vi\u1ec5n c\u1ea3nh t\u01b0\u01a1ng lai: Khi AI &#8220;chi\u1ebfn&#8221; nhau tr\u00ean b\u1ea3ng \u0111i\u1ec7n<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Con_nguoi_trong_chung_khoan_%E2%80%93_giua_ly_tri_va_cam_xuc\"><\/span><strong>Con ng\u01b0\u1eddi trong ch\u1ee9ng kho\u00e1n \u2013 gi\u1eefa l\u00fd tr\u00ed v\u00e0 c\u1ea3m x\u00fac<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>D\u00f9 l\u00e0 nh\u00e0 \u0111\u1ea7u t\u01b0 hay broker th\u00ec chung quy \u0111\u1ec1u l\u00e0 con ng\u01b0\u1eddi, m\u00e0 \u0111\u00e3 l\u00e0 con ng\u01b0\u1eddi th\u00ec kh\u00f4ng th\u1ec3 t\u00e1ch r\u1eddi c\u1ea3m x\u00fac. T\u00f4i t\u1ef1 h\u1ecfi, nh\u1eefng nh\u00e0 \u0111\u1ea7u t\u01b0 Vi\u1ec7t Nam v\u1edbi 20-25 n\u0103m kinh nghi\u1ec7m (t\u1eeb nh\u1eefng ng\u00e0y \u0111\u1ea7u s\u00e0n ch\u1ee9ng kho\u00e1n khai m\u1edf n\u0103m 2000) li\u1ec7u c\u00f3 th\u1ef1c s\u1ef1 b\u1edbt &#8220;tham, s\u00e2n, si&#8221; h\u01a1n l\u1edbp tr\u1ebb? C\u00f3 l\u1ebd h\u1ecd chai l\u1ef3 v\u00e0 l\u00fd tr\u00ed h\u01a1n, nh\u01b0ng ch\u1eafc ch\u1eafn kh\u00f4ng ai c\u00f3 th\u1ec3 mi\u1ec5n nhi\u1ec5m ho\u00e0n to\u00e0n v\u1edbi c\u1ea3m x\u00fac. M\u00e0 h\u1ec5 c\u00f2n c\u1ea3m x\u00fac, ch\u00fang ta v\u1eabn c\u00f2n ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi b\u00f3ng ma FOMO (s\u1ee3 l\u1ee1 c\u01a1 h\u1ed9i).<\/p>\n\n\n\n<p>Trong b\u1ed1i c\u1ea3nh c\u00e1c c\u00f4ng ty ch\u1ee9ng kho\u00e1n b\u00f9ng n\u1ed5, s\u1ed1 l\u01b0\u1ee3ng t\u00e0i kho\u1ea3n m\u1edf m\u1edbi t\u0103ng li\u00ean t\u1ee5c, r\u1ea5t nhi\u1ec1u ng\u01b0\u1eddi m\u1edbi ph\u1ea3i \u0111\u1eb7t ni\u1ec1m tin v\u00e0o nh\u1eefng broker tr\u1ebb. Th\u1ef1c t\u1ebf, m\u1ed9t <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> c\u00f3 th\u1ec3 kh\u1eafc ph\u1ee5c \u0111\u01b0\u1ee3c nh\u1eefng y\u1ebfu \u0111i\u1ec3m c\u1ed1 h\u1eefu m\u00e0 c\u00e1c broker tr\u1ebb th\u01b0\u1eddng g\u1eb7p ph\u1ea3i:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tr\u00ecnh \u0111\u1ed9 v\u00e0 kinh nghi\u1ec7m th\u1ef1c t\u1ebf:<\/strong> M\u1ed9t broker c\u00f3 ki\u1ebfn th\u1ee9c t\u00e0i ch\u00ednh s\u00e2u s\u1ebd ph\u00e2n t\u00edch s\u1eafc b\u00e9n h\u01a1n, nh\u01b0ng <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> c\u00f2n c\u00f3 l\u1ee3i th\u1ebf v\u1ec1 kh\u1ea3 n\u0103ng truy xu\u1ea5t d\u1eef li\u1ec7u l\u1ecbch s\u1eed kh\u1ed5ng l\u1ed3 trong t\u00edch t\u1eafc.<\/li>\n\n\n\n<li><strong>C\u1ea3m x\u00fac c\u00e1 nh\u00e2n:<\/strong> \u0110\u00e2y l\u00e0 t\u1eed huy\u1ec7t c\u1ee7a con ng\u01b0\u1eddi. Khi th\u1ecb tr\u01b0\u1eddng r\u01a1i m\u1ea1nh, n\u1ed7i s\u1ee3 bao tr\u00f9m; khi t\u0103ng n\u00f3ng, t\u00e2m l\u00fd h\u01b0ng ph\u1ea5n l\u1ea1i l\u00ean ng\u00f4i. Ch\u00ednh hai tr\u1ea1ng th\u00e1i \u0111\u1ed1i l\u1eadp n\u00e0y khi\u1ebfn quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 thi\u1ebfu t\u1ec9nh t\u00e1o, \u0111i\u1ec1u m\u00e0 m\u1ed9t thu\u1eadt to\u00e1n AI s\u1ebd kh\u00f4ng bao gi\u1edd m\u1eafc ph\u1ea3i.<\/li>\n\n\n\n<li><strong>T\u01b0 duy ch\u1ee7 quan:<\/strong> C\u00f9ng m\u1ed9t th\u00f4ng tin t\u00e0i ch\u00ednh, ng\u01b0\u1eddi l\u1ea1c quan th\u1ea5y \u201cc\u01a1 h\u1ed9i\u201d, ng\u01b0\u1eddi bi quan th\u1ea5y \u201cr\u1ee7i ro\u201d. S\u1ef1 thi\u1ebfu nh\u1ea5t qu\u00e1n n\u00e0y khi\u1ebfn broker c\u00f3 th\u1ec3 h\u00f4 \u201cmua m\u1ea1nh\u201d th\u00e1ng n\u00e0y nh\u01b0ng l\u1ea1i \u0111\u00f2i \u201cb\u00e1n h\u1ebft\u201d v\u00e0o th\u00e1ng sau ch\u1ec9 v\u00ec t\u00e2m l\u00fd th\u1ecb tr\u01b0\u1eddng thay \u0111\u1ed5i.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-6-1024x768.png\" alt=\"Khi AI b\u01b0\u1edbc v\u00e0o ch\u1ee9ng kho\u00e1n - c\u1ea3m x\u00fac l\u00e0 k\u1ebb th\u00f9 l\u1edbn nh\u1ea5t\" class=\"wp-image-666\" srcset=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-6-1024x768.png 1024w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-6-300x225.png 300w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-6-768x576.png 768w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-6-600x450.png 600w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-6.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>S\u1ef1 l\u1ec7 thu\u1ed9c v\u00e0o c\u1ea3m x\u00fac n\u00e0y khi\u1ebfn t\u00ednh nh\u1ea5t qu\u00e1n trong c\u00e1c khuy\u1ebfn ngh\u1ecb \u0111\u1ea7u t\u01b0 c\u1ee7a con ng\u01b0\u1eddi r\u1ea5t kh\u00f3 \u0111\u01b0\u1ee3c \u0111\u1ea3m b\u1ea3o. Th\u1ef1c t\u1ebf kh\u00f4ng hi\u1ebfm l\u1ea1 khi m\u1ed9t broker c\u00f3 th\u1ec3 h\u00f4 \u201cmua m\u1ea1nh\u201d v\u00e0o th\u00e1ng n\u00e0y, nh\u01b0ng ngay th\u00e1ng sau \u2014 ch\u1ec9 v\u00ec t\u00e2m l\u00fd \u0111\u00e1m \u0111\u00f4ng tr\u00ean th\u1ecb tr\u01b0\u1eddng thay \u0111\u1ed5i \u2014 l\u1ea1i v\u1ed9i v\u00e3 khuy\u1ebfn ngh\u1ecb \u201cb\u00e1n h\u1ebft \u0111\u1ec3 tr\u00e1nh r\u1ee7i ro\u201d. Nh\u1eefng c\u00fa &#8220;quay xe&#8221; n\u00e0y th\u01b0\u1eddng ph\u1ea3n chi\u1ebfu s\u1ef1 b\u1ea5t \u1ed5n trong t\u00e2m l\u00fd h\u01a1n l\u00e0 s\u1ef1 thay \u0111\u1ed5i v\u1ec1 n\u1ed9i t\u1ea1i doanh nghi\u1ec7p.<\/p>\n\n\n\n<p>Th\u1ecb tr\u01b0\u1eddng ch\u1ee9ng kho\u00e1n v\u1ed1n l\u00e0 n\u01a1i c\u00e1c cung b\u1eadc c\u1ea3m x\u00fac \u0111\u01b0\u1ee3c ph\u00f3ng \u0111\u1ea1i r\u00f5 r\u1ec7t nh\u1ea5t, t\u1eeb tham lam t\u1ed9t \u0111\u1ed9 \u0111\u1ebfn s\u1ee3 h\u00e3i kinh ho\u00e0ng. V\u00e0 ch\u00ednh trong b\u1ed1i c\u1ea3nh \u0111\u00f3, s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> \u2013 m\u1ed9t \u201cnh\u00e0 \u0111\u1ea7u t\u01b0 kh\u00f4ng c\u1ea3m x\u00fac\u201d v\u1edbi kh\u1ea3 n\u0103ng tu\u00e2n th\u1ee7 k\u1ef7 lu\u1eadt tuy\u1ec7t \u0111\u1ed1i \u2013 \u0111ang tr\u1edf th\u00e0nh m\u1ed9t l\u1ef1a ch\u1ecdn \u0111\u00e1ng ch\u00fa \u00fd, gi\u00fap gi\u1ea3i b\u00e0i to\u00e1n v\u1ec1 s\u1ef1 nh\u1ea5t qu\u00e1n m\u00e0 con ng\u01b0\u1eddi lu\u00f4n tr\u0103n tr\u1edf.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%80%9CNha_phan_tich%E2%80%9D_khong_cam_xuc_va_co_tri_nho_vo_han\"><\/span><strong>\u201cNh\u00e0 ph\u00e2n t\u00edch\u201d kh\u00f4ng c\u1ea3m x\u00fac v\u00e0 c\u00f3 tr\u00ed nh\u1edb v\u00f4 h\u1ea1n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>L\u1ee3i th\u1ebf l\u1edbn nh\u1ea5t c\u1ee7a <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> ch\u00ednh l\u00e0 s\u1ef1 b\u1ec1n b\u1ec9: AI kh\u00f4ng bi\u1ebft m\u1ec7t m\u1ecfi, kh\u00f4ng bi\u1ebft s\u1ee3 h\u00e3i v\u00e0 tuy\u1ec7t \u0111\u1ed1i kh\u00f4ng c\u00f3 c\u1ea3m x\u00fac. V\u1edbi kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn (Big Data) v\u00e0 v\u1eadn h\u00e0nh c\u00f9ng l\u00fac nhi\u1ec1u m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc, AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch, \u0111\u00e1nh gi\u00e1 v\u00e0 ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean c\u00e1c con s\u1ed1 thu\u1ea7n t\u00fay, ho\u00e0n to\u00e0n kh\u00f4ng b\u1ecb chi ph\u1ed1i b\u1edfi y\u1ebfu t\u1ed1 t\u00e2m l\u00fd \u0111\u00e1m \u0111\u00f4ng hay nh\u1eefng tin \u0111\u1ed3n th\u1ea5t thi\u1ec7t tr\u00ean c\u00e1c h\u1ed9i nh\u00f3m.<\/p>\n\n\n\n<p>Trong th\u1ef1c t\u1ebf, <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng s\u00e2u r\u1ed9ng v\u00e0o nhi\u1ec1u kh\u00e2u then ch\u1ed1t:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data):<\/strong> AI c\u00f3 kh\u1ea3 n\u0103ng qu\u00e9t h\u00e0ng tri\u1ec7u d\u00f2ng d\u1eef li\u1ec7u t\u1eeb l\u1ecbch s\u1eed gi\u00e1 c\u1ed5 phi\u1ebfu, b\u00e1o c\u00e1o t\u00e0i ch\u00ednh cho \u0111\u1ebfn vi\u1ec7c ph\u00e2n t\u00edch t\u00e2m l\u00fd nh\u00e0 \u0111\u1ea7u t\u01b0 tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i trong th\u1eddi gian th\u1ef1c.<\/li>\n\n\n\n<li><strong>D\u1ef1 b\u00e1o xu h\u01b0\u1edbng (Predictive Analytics):<\/strong> Th\u00f4ng qua c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (Machine Learning), AI nh\u1eadn di\u1ec7n nh\u1eefng m\u00f4 h\u00ecnh bi\u1ebfn \u0111\u1ed9ng gi\u00e1 ph\u1ee9c t\u1ea1p \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1edbi x\u00e1c su\u1ea5t cao v\u1ec1 h\u01b0\u1edbng \u0111i c\u1ee7a th\u1ecb tr\u01b0\u1eddng.<\/li>\n\n\n\n<li><strong>T\u1ef1 \u0111\u1ed9ng giao d\u1ecbch (Algorithmic Trading):<\/strong> D\u00f9 hi\u1ec7n t\u1ea1i vi\u1ec7c AI thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi \u0111\u1ec3 giao d\u1ecbch ch\u01b0a qu\u00e1 ph\u1ed5 bi\u1ebfn t\u1ea1i Vi\u1ec7t Nam, nh\u01b0ng \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 r\u00e0o c\u1ea3n k\u1ef9 thu\u1eadt. H\u00e3y nh\u00ecn c\u00e1ch Gemini gi\u00fap b\u1ea1n t\u1ea1o l\u1eddi nh\u1eafc hay ghi ch\u00fa trong h\u1ec7 sinh th\u00e1i Google; ch\u1ec9 c\u1ea7n m\u1ed9t k\u1ebft n\u1ed1i API \u0111\u1ee7 m\u1ea1nh v\u00e0 s\u1ef1 cho ph\u00e9p v\u1ec1 m\u1eb7t ph\u00e1p l\u00fd, vi\u1ec7c <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> t\u1ef1 \u0111\u1ed9ng \u0111i l\u1ec7nh l\u00e0 \u0111i\u1ec1u ho\u00e0n to\u00e0n kh\u1ea3 thi.<\/li>\n\n\n\n<li><strong>T\u01b0 v\u1ea5n th\u00f4ng minh (AI Advisor):<\/strong> Nh\u1eefng n\u1ec1n t\u1ea3ng nh\u01b0 ChatGPT, Copilot hay h\u1ec7 th\u1ed1ng c\u1ee7a c\u00e1c c\u00f4ng ty ch\u1ee9ng kho\u00e1n \u0111ang \u0111\u00f3ng vai tr\u00f2 l\u00e0 nh\u1eefng \u201ctr\u1ee3 l\u00fd \u0111\u1ea7u t\u01b0\u201d \u0111\u1eafc l\u1ef1c, g\u1ee3i \u00fd danh m\u1ee5c c\u1ed5 phi\u1ebfu t\u1ed1i \u01b0u theo kh\u1ea9u v\u1ecb r\u1ee7i ro c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"615\" src=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7-1024x615.png\" alt=\"Khi AI b\u01b0\u1edbc v\u00e0o ch\u1ee9ng kho\u00e1n - AI kh\u00f4ng c\u1ea3m x\u00fac\" class=\"wp-image-667\" srcset=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7-1024x615.png 1024w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7-300x180.png 300w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7-768x461.png 768w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7-1536x923.png 1536w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7-600x360.png 600w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-7.png 1908w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Nh\u00ecn chung, \u01b0u th\u1ebf c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> so v\u1edbi con ng\u01b0\u1eddi n\u1eb1m \u1edf ba \u0111i\u1ec3m m\u1ea5u ch\u1ed1t:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>T\u00ednh nh\u1ea5t qu\u00e1n:<\/strong> AI kh\u00f4ng thay \u0111\u1ed5i quan \u0111i\u1ec3m ch\u1ec9 v\u00ec m\u1ed9t phi\u00ean gi\u1ea3m s\u00e0n hay tin \u0111\u1ed3n v\u00f4 c\u0103n c\u1ee9. M\u1ed9t khi thu\u1eadt to\u00e1n \u0111\u00e3 x\u00e1c l\u1eadp nguy\u00ean t\u1eafc, n\u00f3 s\u1ebd tu\u00e2n th\u1ee7 tuy\u1ec7t \u0111\u1ed1i.<\/li>\n\n\n\n<li><strong>X\u1eed l\u00fd d\u1eef li\u1ec7u v\u01b0\u1ee3t tr\u1ed9i:<\/strong> Kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u m\u00e0 con ng\u01b0\u1eddi m\u1ea5t h\u00e0ng n\u0103m \u0111\u1ec3 \u0111\u1ecdc h\u1ebft th\u00ec AI ch\u1ec9 c\u1ea7n v\u00e0i gi\u00e2y \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 \u0111\u01b0a ra k\u1ebft lu\u1eadn.<\/li>\n\n\n\n<li><strong>Kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi li\u00ean t\u1ee5c:<\/strong> Sau m\u1ed7i bi\u1ebfn \u0111\u1ed9ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng, <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> l\u1ea1i \u0111\u01b0\u1ee3c n\u1ea1p th\u00eam d\u1eef li\u1ec7u m\u1edbi \u0111\u1ec3 hu\u1ea5n luy\u1ec7n l\u1ea1i (re-train), gi\u00fap m\u00f4 h\u00ecnh ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ch\u00ednh x\u00e1c v\u00e0 nh\u1ea1y b\u00e9n h\u01a1n.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Vien_canh_tuong_lai_Khi_AI_%E2%80%9Cchien%E2%80%9D_nhau_tren_bang_dien\"><\/span>Vi\u1ec5n c\u1ea3nh t\u01b0\u01a1ng lai: Khi AI &#8220;chi\u1ebfn&#8221; nhau tr\u00ean b\u1ea3ng \u0111i\u1ec7n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Khi c\u00f4ng ngh\u1ec7 nh\u1eadn \u0111\u01b0\u1ee3c \u0111\u1ee7 s\u1ef1 tin t\u01b0\u1edfng t\u1eeb ng\u01b0\u1eddi d\u00f9ng, ng\u00e0y m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> tr\u1ef1c ti\u1ebfp \u0111i l\u1ec7nh v\u00e0 &#8220;chi\u1ebfn&#8221; nhau tr\u00ean b\u1ea3ng \u0111i\u1ec7n t\u1eed s\u1ebd kh\u00f4ng c\u00f2n xa. L\u00fac \u0111\u00f3, v\u1ecb th\u1ebf c\u1ee7a con ng\u01b0\u1eddi s\u1ebd thay \u0111\u1ed5i, ch\u00fang ta tr\u1edf th\u00e0nh nh\u1eefng &#8220;\u00f4ng ch\u1ee7&#8221; \u0111\u00fang ngh\u0129a. Cu\u1ed9c \u0111ua t\u00e0i ch\u00ednh s\u1ebd chuy\u1ec3n d\u1ecbch th\u00e0nh cu\u1ed9c \u0111ua c\u00f4ng ngh\u1ec7: \u00f4ng ch\u1ee7 n\u00e0o s\u1edf h\u1eefu con <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> m\u1ea1nh h\u01a1n, nhanh h\u01a1n, ho\u1eb7c hu\u1ea5n luy\u1ec7n (train) \u0111\u01b0\u1ee3c thu\u1eadt to\u00e1n nh\u1ea1y b\u00e9n h\u01a1n s\u1ebd c\u00f3 c\u01a1 h\u1ed9i ki\u1ebfm ti\u1ec1n v\u01b0\u1ee3t tr\u1ed9i, ho\u1eb7c \u00edt nh\u1ea5t l\u00e0 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c kh\u1ed1i l\u01b0\u1ee3ng l\u1ec7nh kh\u1ed5ng l\u1ed3 m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 l\u00e0m xu\u1ec3.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-8-1024x576.png\" alt=\"Khi AI b\u01b0\u1edbc v\u00e0o ch\u1ee9ng kho\u00e1n - vi\u1ec5n c\u1ea3nh cu\u1ed9c chi\u1ebfn gi\u1eefa AI v\u00e0 con ng\u01b0\u1eddi\" class=\"wp-image-668\" srcset=\"https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-8-1024x576.png 1024w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-8-300x169.png 300w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-8-768x432.png 768w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-8-600x338.png 600w, https:\/\/makein.vn\/wp-content\/uploads\/2025\/10\/image-8.png 1440w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>T\u00f4i h\u00ecnh dung v\u1ec1 nh\u1eefng gi\u1ea3i \u0111\u1ea5u so s\u00e1nh kh\u1ea3 n\u0103ng gi\u1eefa ng\u01b0\u1eddi v\u00e0 m\u00e1y. R\u1ea5t c\u00f3 th\u1ec3, m\u1ed9t gi\u1ea3i \u0111\u1ea5u giao d\u1ecbch T0, v\u1eadn h\u00e0nh 24\/7 s\u1ebd \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c \u0111\u1ec3 xem gi\u1eefa con ng\u01b0\u1eddi v\u00e0 <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong>, ai m\u1edbi l\u00e0 th\u1ef1c th\u1ec3 t\u1ea1o ra l\u1ee3i nhu\u1eadn b\u1ec1n v\u1eefng h\u01a1n. Ch\u01b0a bi\u1ebft b\u00ean n\u00e0o s\u1ebd gi\u00e0nh chi\u1ebfn th\u1eafng cu\u1ed1i c\u00f9ng, li\u1ec7u con ng\u01b0\u1eddi c\u00f3 th\u1ec3 &#8220;b\u1eaby&#8221; (trap) \u0111\u01b0\u1ee3c m\u00e1y m\u00f3c hay kh\u00f4ng, nh\u01b0ng c\u00f3 m\u1ed9t s\u1ef1 th\u1eadt hi\u1ec3n nhi\u00ean: con ng\u01b0\u1eddi s\u1ebd m\u1ec7t m\u1ecfi, c\u1ea7n \u0103n ng\u1ee7, c\u00f2n AI th\u00ec c\u1ee9 &#8220;c\u00f2n \u0111i\u1ec7n l\u00e0 c\u00f2n trade&#8221;.<\/p>\n\n\n\n<p>Trong t\u01b0\u01a1ng lai \u0111\u00f3, th\u1ecb tr\u01b0\u1eddng s\u1ebd ph\u00e2n h\u00f3a r\u00f5 r\u1ec7t:<\/p>\n\n\n\n<p><strong>M\u1ea5t \u0111i t\u00ednh \u0111a d\u1ea1ng:<\/strong> Th\u1ecb tr\u01b0\u1eddng c\u00f3 nguy c\u01a1 kh\u00f4ng c\u00f2n ph\u1ea3n \u00e1nh s\u1ef1 \u0111a d\u1ea1ng trong t\u00e2m l\u00fd con ng\u01b0\u1eddi. Thay v\u00e0o \u0111\u00f3, n\u00f3 l\u00e0 s\u1ef1 l\u1eb7p l\u1ea1i c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc kh\u00f4 khan, khi\u1ebfn cho c\u00e1c chu k\u1ef3 t\u0103ng gi\u1ea3m tr\u1edf n\u00ean kh\u1eafc nghi\u1ec7t v\u00e0 d\u1ee9t kho\u00e1t h\u01a1n bao gi\u1edd h\u1ebft.<\/p>\n\n\n\n<p><strong>S\u1ef1 ph\u00e2n c\u1ea5p c\u1ee7a thu\u1eadt to\u00e1n:<\/strong> S\u1ebd c\u00f3 nh\u1eefng h\u1ec7 th\u1ed1ng <strong>AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n<\/strong> &#8220;l\u00e3o luy\u1ec7n&#8221; qu\u1ea3n l\u00fd qu\u1ef9 v\u1ed1n t\u1ef7 \u0111\u00f4, v\u00e0 c\u0169ng c\u00f3 nh\u1eefng AI &#8220;non n\u1edbt&#8221; m\u1edbi v\u00e0o ngh\u1ec1. Nh\u1eefng nh\u00e0 \u0111\u1ea7u t\u01b0 th\u1ee7 c\u00f4ng c\u00f3 l\u1ebd s\u1ebd ch\u1ec9 c\u00f2n m\u1ed9t l\u1ed1i \u0111i duy nh\u1ea5t l\u00e0 quay v\u1ec1 v\u1edbi gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i: \u0111\u1ea7u t\u01b0 gi\u00e1 tr\u1ecb.<\/p>\n\n\n\n<p><strong>R\u1ee7i ro k\u1ef9 thu\u1eadt:<\/strong> S\u1ebd c\u00f3 b\u1ed1i c\u1ea3nh AI g\u1eb7p l\u1ed7i h\u1ec7 th\u1ed1ng, \u0111\u1eb7t l\u1ec7nh lo\u1ea1n x\u1ea1 g\u00e2y ra nh\u1eefng bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng kh\u00f4ng theo quy t\u1eafc n\u00e0o.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L\u00e2u nay, t\u00f4i v\u1eabn th\u01b0\u1eddng s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5&hellip;<\/p>\n","protected":false},"author":1,"featured_media":668,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[103,118,117],"class_list":["post-663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-ai","tag-cam-xuc","tag-chung-khoan"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Khi AI b\u01b0\u1edbc v\u00e0o ch\u1ee9ng kho\u00e1n - V\u0169 Kim Tu\u1ea5n<\/title>\n<meta name=\"description\" content=\"AI \u0111\u1ea7u t\u01b0 ch\u1ee9ng kho\u00e1n? 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