{"id":26794,"date":"2026-10-06T09:13:22","date_gmt":"2026-10-06T02:13:22","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=26794"},"modified":"2026-10-06T09:23:46","modified_gmt":"2026-10-06T02:23:46","slug":"google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/","title":{"rendered":"Google ra m\u1eaft Gemini 4 Argon: \u0110\u1ed9t ph\u00e1 1 tri\u1ec7u Token \u0111\u1ea7u ra"},"content":{"rendered":"<p><strong>Gemini 4 Argon<\/strong> mang l\u1ea1i hi\u1ec7u n\u0103ng c\u1ea5p \u0111\u1ed9 bi\u00ean gi\u1edbi (frontier performance) trong c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c ph\u1ee9c t\u1ea1p, t\u1eeb k\u1ef9 ngh\u1ec7 ph\u1ea7n m\u1ec1m th\u1ef1c t\u1ebf, nghi\u1ec7p v\u1ee5 chuy\u00ean m\u00f4n doanh nghi\u1ec7p nh\u01b0 ph\u00e1p l\u00fd v\u00e0 t\u00e0i ch\u00ednh, cho \u0111\u1ebfn ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng.<\/p>\n<p>Google ch\u00ednh th\u1ee9c c\u00f4ng b\u1ed1 m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 bi\u00ean gi\u1edbi m\u1edbi nh\u1ea5t mang t\u00ean<strong> Gemini 4 Argon<\/strong>. Hi\u1ec7n t\u1ea1i, m\u00f4 h\u00ecnh \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u1eed nghi\u1ec7m cho m\u1ed9t nh\u00f3m chuy\u00ean gia an ninh m\u1ea1ng tin c\u1eady th\u00f4ng qua Ch\u01b0\u01a1ng tr\u00ecnh Fairwind. \u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 duy tr\u00ec kh\u1ea3 n\u0103ng suy lu\u1eadn s\u00e2u qua c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c k\u00e9o d\u00e0i v\u00e0 ph\u1ee9c t\u1ea1p, Argon \u0111ang thay \u0111\u1ed5i c\u0103n b\u1ea3n c\u00e1ch th\u1ee9c l\u00e0m vi\u1ec7c v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m t\u1ea1i ch\u00ednh Google.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/g4_30-09-26_key-art_blog-width-2200-format-webp\/\" rel=\"attachment wp-att-26804\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26804\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/g4_30-09-26_key-art_blog.width-2200.format-webp.webp\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/g4_30-09-26_key-art_blog.width-2200.format-webp.webp 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/g4_30-09-26_key-art_blog.width-2200.format-webp-768x432.webp 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/g4_30-09-26_key-art_blog.width-2200.format-webp-1536x864.webp 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/g4_30-09-26_key-art_blog.width-2200.format-webp-18x10.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<p>Vi\u1ec7c ph\u00e1t h\u00e0nh m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 n\u0103ng l\u1ef1c \u1edf c\u1ea5p \u0111\u1ed9 n\u00e0y \u0111\u00f2i h\u1ecfi m\u1ed9t l\u1ed9 tr\u00ecnh tri\u1ec3n khai an to\u00e0n theo t\u1eebng giai \u0111o\u1ea1n. Google \u0111ang ch\u1ee7 \u0111\u1ed9ng tham gia v\u00e0o quy tr\u00ecnh ti\u1ebfp c\u1eadn m\u00f4 h\u00ecnh ti\u1ec1n ph\u00e1t h\u00e0nh t\u1ef1 nguy\u1ec7n c\u1ee7a ch\u00ednh ph\u1ee7 Hoa K\u1ef3 song song v\u1edbi vi\u1ec7c t\u1eebng b\u01b0\u1edbc m\u1edf r\u1ed9ng quy\u1ec1n ti\u1ebfp c\u1eadn. H\u00e3ng s\u1ebd ti\u1ebfp t\u1ee5c thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb c\u00e1c nh\u00f3m th\u1eed nghi\u1ec7m ban \u0111\u1ea7u \u0111\u1ec3 ho\u00e0n thi\u1ec7n h\u1ec7 th\u1ed1ng r\u00e0o ch\u1eafn an to\u00e0n (guardrails) tr\u01b0\u1edbc khi cung c\u1ea5p Argon r\u1ed9ng r\u00e3i cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00f9ng \u0111\u1ea1i ch\u00fang trong th\u1eddi gian s\u1edbm nh\u1ea5t.<\/p>\n<p>V\u1ec1 chi ph\u00ed s\u1eed d\u1ee5ng, Argon s\u1ebd ra m\u1eaft v\u1edbi m\u1ee9c gi\u00e1 kh\u1edfi \u0111i\u1ec3m l\u00e0 2 USD cho m\u1ed7i m\u1ed9t tri\u1ec7u token \u0111\u1ea7u v\u00e0o v\u00e0 10 USD cho m\u1ed7i m\u1ed9t tri\u1ec7u token \u0111\u1ea7u ra. \u0110\u1ed1i v\u1edbi c\u00e1c token \u0111\u1ea7u v\u00e0o \u0111\u01b0\u1ee3c l\u01b0u trong b\u1ed9 nh\u1edb \u0111\u1ec7m (context caching), m\u1ee9c gi\u00e1 s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3m 95% so v\u1edbi gi\u00e1 token \u0111\u1ea7u v\u00e0o th\u00f4ng th\u01b0\u1eddng.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_87 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:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/#Thay_doi_cach_lam_viec_va_phat_trien_san_pham_tai_Google\" >Thay \u0111\u1ed5i c\u00e1ch l\u00e0m vi\u1ec7c v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m t\u1ea1i Google<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/#Nang_cao_nang_luc_giai_quyet_cac_bai_toan_phuc_tap_voi_1_trieu_token_dau_ra\" >N\u00e2ng cao n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p v\u1edbi 1 tri\u1ec7u token \u0111\u1ea7u ra<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/#Thuc_day_nang_luc_lap_trinh_va_quy_trinh_doanh_nghiep_tren_nhieu_linh_vuc\" >Th\u00fac \u0111\u1ea9y n\u0103ng l\u1ef1c l\u1eadp tr\u00ecnh v\u00e0 quy tr\u00ecnh doanh nghi\u1ec7p tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/#Dan_dau_ve_phong_thu_an_ninh_mang\" >D\u1eabn \u0111\u1ea7u v\u1ec1 ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/#Tang_cuong_cac_bien_phap_an_toan_truoc_khi_cung_cap_rong_rai\" >T\u0103ng c\u01b0\u1eddng c\u00e1c bi\u1ec7n ph\u00e1p an to\u00e0n tr\u01b0\u1edbc khi cung c\u1ea5p r\u1ed9ng r\u00e3i<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/#Lo_trinh_phat_hanh_va_su_san_sang_dong_hanh_cung_Gimasys\" >L\u1ed9 tr\u00ecnh ph\u00e1t h\u00e0nh v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng \u0111\u1ed3ng h\u00e0nh c\u00f9ng Gimasys<\/a><\/li><\/ul><\/nav><\/div>\n<h2 data-pm-slice=\"1 1 []\"><span class=\"ez-toc-section\" id=\"Thay_doi_cach_lam_viec_va_phat_trien_san_pham_tai_Google\"><\/span>Thay \u0111\u1ed5i c\u00e1ch l\u00e0m vi\u1ec7c v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m t\u1ea1i Google<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>Gemini 4 Argon<\/strong> hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o v\u1eadn h\u00e0nh trong c\u00e1c lu\u1ed3ng c\u00f4ng vi\u1ec7c n\u1ed9i b\u1ed9 c\u1ee7a Google. H\u00e0ng ngh\u00ecn nh\u00e2n vi\u00ean Google \u0111\u00e3 ghi nh\u1eadn th\u1ebf m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a m\u00f4 h\u00ecnh \u1edf c\u00e1c t\u00e1c v\u1ee5 l\u1eadp tr\u00ecnh chuy\u00ean bi\u1ec7t, n\u0103ng l\u1ef1c nghi\u00ean c\u1ee9u chuy\u00ean s\u00e2u c\u0169ng nh\u01b0 ch\u1ea5t l\u01b0\u1ee3ng v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c t\u1ea1o ra. M\u00f4 h\u00ecnh h\u1ed7 tr\u1ee3 c\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt x\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m nhanh h\u01a1n, m\u1edf r\u1ed9ng gi\u1edbi h\u1ea1n v\u1ec1 n\u0103ng su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y c\u00e1c \u0111\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7:<\/p>\n<ul>\n<li><strong>T\u1ed1i \u01b0u h\u00f3a thu\u1eadt to\u00e1n \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed:<\/strong> Argon h\u1ed7 tr\u1ee3 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u l\u01b0\u1ee3ng t\u1eed t\u1ea1i Google t\u1ed1i \u01b0u h\u00f3a t\u00e0i nguy\u00ean kh\u00f4ng &#8211; th\u1eddi gian (qubit k\u1ebft h\u1ee3p c\u00f9ng c\u1ed5ng logic) cho c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh con \u0111ang g\u1eb7p \u0111i\u1ec3m ngh\u1ebdn. Trong m\u1ed9t th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, m\u00f4 h\u00ecnh \u0111\u00e3 v\u01b0\u1ee3t qua m\u1ed1c \u0111\u1ed1i chu\u1ea9n c\u00f4ng b\u1ed1 40% ch\u1ec9 trong v\u00e0i ph\u00fat ph\u00e2n t\u00edch.<\/li>\n<li><strong>N\u00e2ng cao hi\u1ec7u qu\u1ea3 b\u1ed9 nh\u1edb trung t\u00e2m d\u1eef li\u1ec7u:<\/strong> M\u1ed9t nh\u00f3m agent s\u1eed d\u1ee5ng Argon \u0111\u00e3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111o t\u1eeb xa tr\u00ean to\u00e0n h\u1ec7 th\u1ed1ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng x\u00e1c \u0111\u1ecbnh v\u00e0 \u00e1p d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u h\u00f3a b\u1ed9 nh\u1edb t\u1ea1i c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u c\u1ee7a Google. K\u1ebft qu\u1ea3 ghi nh\u1eadn gi\u1ea3i ph\u00f3ng h\u01a1n 300 TiB b\u1ed9 nh\u1edb sau khi tri\u1ec3n khai, v\u1edbi \u01b0\u1edbc t\u00ednh t\u1ed5ng l\u01b0\u1ee3ng t\u00e0i nguy\u00ean ti\u1ebft ki\u1ec7m \u0111\u01b0\u1ee3c t\u1eeb 500 TiB \u0111\u1ebfn 1 PiB.<\/li>\n<li><strong>Di chuy\u1ec3n v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u01a1 s\u1edf m\u00e3 ngu\u1ed3n quy m\u00f4 l\u1edbn:<\/strong> C\u00e1c Argon agent \u0111ang tr\u1ef1c ti\u1ebfp \u0111\u1ea3m nh\u1eadn vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i m\u00e3 ngu\u1ed3n t\u1eeb C v\u00e0 C++ sang Rust tr\u00ean to\u00e0n h\u1ec7 sinh th\u00e1i Google. Quy m\u00f4 chuy\u1ec3n \u0111\u1ed5i tr\u1ea3i r\u1ed9ng t\u1eeb h\u00e0ng ch\u1ee5c ngh\u00ecn d\u00f2ng m\u00e3 trong c\u00e1c th\u01b0 vi\u1ec7n c\u1ed1t l\u00f5i nh\u01b0 re2, libgav1 cho \u0111\u1ebfn h\u01a1n 800.000 d\u00f2ng m\u00e3 c\u1ee7a nh\u00e2n h\u1ec7 \u0111i\u1ec1u h\u00e0nh Fuchsia Zircon. Do t\u00ednh ch\u1ea5t tr\u1ecdng y\u1ebfu c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y, c\u00e1c \u0111\u1ee3t vi\u1ebft l\u1ea1i quy m\u00f4 l\u1edbn \u0111\u1ec1u tr\u1ea3i qua qu\u00e1 tr\u00ecnh ki\u1ec3m th\u1eed t\u1ef1 \u0111\u1ed9ng, ki\u1ec3m tra th\u1ee7 c\u00f4ng, ch\u1ea1y m\u00f4 ph\u1ecfng v\u00e0 b\u00ecnh duy\u1ec7t nghi\u00eam ng\u1eb7t tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n<p>\u0110i\u1ec3n h\u00ecnh v\u1edbi libgav1, ph\u1ea7n m\u1ec1m m\u00e3 ngu\u1ed3n m\u1edf gi\u1ea3i m\u00e3 video c\u1ee7a Google, c\u00e1c Argon agent \u0111\u00e3 ti\u1ebfp nh\u1eadn b\u1ea3n chuy\u1ec3n ng\u1eef Rust hi\u1ec7n c\u00f3 v\u00e0 thay th\u1ebf 32.000 d\u00f2ng m\u00e3 SIMD b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n nhi\u1ec1u v\u00f2ng th\u1eed nghi\u1ec7m d\u1ef1a tr\u00ean h\u1ed3 s\u01a1 hi\u1ec7u n\u0103ng (profile-guided experiments), ph\u00e2n t\u00edch \u0111\u1ea7u ra c\u1ee7a tr\u00ecnh bi\u00ean d\u1ecbch v\u00e0 sinh ra m\u00e3 Rust an to\u00e0n \u0111\u1ec3 tr\u00ecnh bi\u00ean d\u1ecbch t\u1ef1 \u0111\u1ed9ng vector h\u00f3a. K\u1ebft qu\u1ea3 l\u00e0 b\u1ed9 gi\u1ea3i m\u00e3 video an to\u00e0n b\u1ed9 nh\u1edb n\u00e0y v\u1eadn h\u00e0nh nhanh g\u1ea5p 2,7 l\u1ea7n so v\u1edbi phi\u00ean b\u1ea3n Rust tr\u01b0\u1edbc \u0111\u00f3, ch\u1ea5t l\u01b0\u1ee3ng hi\u1ec3n th\u1ecb video gi\u1eef nguy\u00ean v\u00e0 ti\u1ec7m c\u1eadn v\u1edbi t\u1ed1c \u0111\u1ed9 c\u1ee7a m\u00e3 ngu\u1ed3n C++ \u0111\u00e3 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u t\u1ed1i \u0111a.<\/p>\n<h2 data-pm-slice=\"1 1 []\"><span class=\"ez-toc-section\" id=\"Nang_cao_nang_luc_giai_quyet_cac_bai_toan_phuc_tap_voi_1_trieu_token_dau_ra\"><\/span>N\u00e2ng cao n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p v\u1edbi 1 tri\u1ec7u token \u0111\u1ea7u ra<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Nh\u1eb1m \u0111\u00e1p \u1ee9ng n\u0103ng l\u1ef1c c\u1ee7a <strong>Gemini 4 Argon<\/strong> trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng k\u00e9o d\u00e0i v\u00e0 ph\u1ee9c t\u1ea1p, Google m\u1edf r\u1ed9ng \u0111\u00e1ng k\u1ec3 gi\u1edbi h\u1ea1n token \u0111\u1ea7u ra l\u00ean 1 tri\u1ec7u token \u2014 m\u1ee9c tr\u1ea7n d\u1eabn \u0111\u1ea7u ng\u00e0nh c\u00f4ng ngh\u1ec7 hi\u1ec7n nay, v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi con s\u1ed1 64.000 token c\u1ee7a c\u00e1c th\u1ebf h\u1ec7 tr\u01b0\u1edbc.<\/p>\n<p>Khi m\u00f4 h\u00ecnh c\u00f3 \u0111\u1ee7 kh\u00f4ng gian \u0111\u1ec3 t\u01b0 duy s\u00e2u v\u00e0 t\u1ea1o ra h\u00e0ng tr\u0103m ngh\u00ecn token trong m\u1ed9t chu tr\u00ecnh x\u1eed l\u00fd duy nh\u1ea5t (single trajectory), n\u00f3 mang l\u1ea1i m\u1ed9t t\u1ea7m m\u1ee9c suy lu\u1eadn ho\u00e0n to\u00e0n m\u1edbi. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p h\u1ec7 th\u1ed1ng gi\u1ea3i quy\u1ebft tr\u1ecdn v\u1eb9n nh\u1eefng b\u00e0i to\u00e1n h\u00f3c b\u00faa ch\u1ec9 trong m\u1ed9t l\u1ea7n th\u1ef1c thi m\u00e0 kh\u00f4ng b\u1ecb ng\u1eaft qu\u00e3ng d\u00f2ng t\u01b0 duy hay \u0111\u1ee9t g\u00e3y ng\u1eef c\u1ea3nh.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini-4-argon_table_blog\/\" rel=\"attachment wp-att-26803\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26803\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-scaled.gif\" alt=\"\" width=\"2552\" height=\"2560\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-scaled.gif 2552w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-768x770.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-300x300.gif 300w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-1531x1536.gif 1531w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-2042x2048.gif 2042w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini-4-argon_table_blog-12x12.gif 12w\" sizes=\"auto, (max-width: 2552px) 100vw, 2552px\" \/><\/a><\/p>\n<h2 data-pm-slice=\"1 1 []\"><span class=\"ez-toc-section\" id=\"Thuc_day_nang_luc_lap_trinh_va_quy_trinh_doanh_nghiep_tren_nhieu_linh_vuc\"><\/span>Th\u00fac \u0111\u1ea9y n\u0103ng l\u1ef1c l\u1eadp tr\u00ecnh v\u00e0 quy tr\u00ecnh doanh nghi\u1ec7p tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Kh\u1ea3 n\u0103ng l\u1eadp tr\u00ecnh, suy lu\u1eadn logic, x\u1eed l\u00fd \u0111a ph\u01b0\u01a1ng th\u1ee9c c\u00f9ng s\u1ef1 b\u1ec1n b\u1ec9 khi \u0111\u1ea3m nh\u1eadn c\u00e1c t\u00e1c v\u1ee5 d\u00e0i nhi\u1ec1u b\u01b0\u1edbc gi\u00fap <strong>Gemini 4 Argon<\/strong> v\u1eadn h\u00e0nh xu\u1ea5t s\u1eafc tr\u00ean nhi\u1ec1u quy tr\u00ecnh nghi\u1ec7p v\u1ee5 doanh nghi\u1ec7p.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_deepswe\/\" rel=\"attachment wp-att-26802\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26802\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_deepswe.gif\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_deepswe.gif 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_deepswe-768x432.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_deepswe-1536x864.gif 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_deepswe-18x10.gif 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<p>C\u00e1c k\u1ef9 s\u01b0 c\u1ee7a <a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">Google<\/a> \u0111\u00e3 s\u1eed d\u1ee5ng Argon cho c\u00e1c t\u00e1c v\u1ee5 th\u01b0\u1eddng nh\u1eadt, t\u1eeb vi\u1ec7c g\u1ee1 l\u1ed7i h\u00e0ng ng\u00e0y cho \u0111\u1ebfn di chuy\u1ec3n c\u01a1 s\u1edf m\u00e3 quy m\u00f4 l\u1edbn v\u00e0 thi\u1ebft k\u1ebf thu\u1eadt to\u00e1n. M\u00f4 h\u00ecnh thi\u1ebft l\u1eadp k\u1ef7 l\u1ee5c m\u1edbi v\u1edbi \u0111i\u1ec3m s\u1ed1 77,9% tr\u00ean DeepSWE v1.1, ti\u00eau chu\u1ea9n \u0111o l\u01b0\u1eddng hi\u1ec7u n\u0103ng c\u1ee7a m\u00f4 h\u00ecnh trong c\u00e1c t\u00e1c v\u1ee5 k\u1ef9 ngh\u1ec7 ph\u1ea7n m\u1ec1m d\u00e0i h\u1ea1n \u1edf \u0111i\u1ec1u ki\u1ec7n th\u1ef1c t\u1ebf.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_vals_index\/\" rel=\"attachment wp-att-26801\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26801\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_index.gif\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_index.gif 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_index-768x432.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_index-1536x864.gif 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_index-18x10.gif 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_vals_finance\/\" rel=\"attachment wp-att-26800\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26800\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_finance.gif\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_finance.gif 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_finance-768x432.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_finance-1536x864.gif 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_vals_finance-18x10.gif 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a>Ngo\u00e0i l\u0129nh v\u1ef1c vi\u1ebft m\u00e3, Argon c\u00f2n gi\u1eef v\u1ecb tr\u00ed d\u1eabn \u0111\u1ea7u tr\u00ean b\u1ea3ng x\u1ebfp h\u1ea1ng <strong>Vals Index \u2014 th\u01b0\u1edbc \u0111o \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng kinh t\u1ebf th\u1ef1c t\u1ebf c\u1ee7a AI<\/strong> tr\u00ean c\u00e1c m\u1ea3ng t\u00e0i ch\u00ednh, l\u1eadp tr\u00ecnh, ph\u00e1p l\u00fd v\u00e0 thu\u1ebf d\u1ef1a tr\u00ean t\u1ef7 tr\u1ecdng \u0111\u00f3ng g\u00f3p v\u00e0o GDP Hoa K\u1ef3. M\u00f4 h\u00ecnh c\u0169ng th\u1ec3 hi\u1ec7n k\u1ebft qu\u1ea3 d\u1eabn \u0111\u1ea7u t\u01b0\u01a1ng t\u1ef1 tr\u00ean c\u00e1c b\u00e0i ki\u1ec3m tra chuy\u00ean ng\u00e0nh kh\u00e1c, bao g\u1ed3m <strong>Vals Finance Agent v2 (nghi\u00ean c\u1ee9u t\u00e0i ch\u00ednh \u0111a b\u01b0\u1edbc)<\/strong> and <strong>Harvey\u2019s Legal Agent Benchmark (nghi\u00ean c\u1ee9u v\u00e0 so\u1ea1n th\u1ea3o v\u0103n b\u1ea3n lu\u1eadt)<\/strong>. Tr\u00ean AutomationBench c\u1ee7a Zapier, b\u00e0i ki\u1ec3m chu\u1ea9n \u0111o l\u01b0\u1eddng kh\u1ea3 n\u0103ng th\u1ef1c thi quy tr\u00ecnh t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i xuy\u00ean su\u1ed1t c\u00e1c ch\u1ee9c n\u0103ng kinh doanh c\u1ed1t l\u00f5i, Argon \u0111\u1ee9ng v\u1ecb tr\u00ed th\u1ee9 nh\u1ea5t v\u1edbi \u0111i\u1ec3m s\u1ed1 51,3%.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_harveys\/\" rel=\"attachment wp-att-26799\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26799\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_harveys.gif\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_harveys.gif 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_harveys-768x432.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_harveys-1536x864.gif 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_harveys-18x10.gif 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_automationbench\/\" rel=\"attachment wp-att-26798\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26798\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_automationbench.gif\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_automationbench.gif 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_automationbench-768x432.gif 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_automationbench-1536x864.gif 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_automationbench-18x10.gif 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, Argon c\u00f3 th\u1ebf m\u1ea1nh r\u00f5 r\u1ec7t khi gi\u1ea3i quy\u1ebft c\u00e1c c\u00f4ng vi\u1ec7c tri th\u1ee9c \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng th\u1ea5u hi\u1ec3u th\u1ecb gi\u00e1c. M\u00f4 h\u00ecnh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch bi\u1ec3u \u0111\u1ed3 chuy\u00ean nghi\u1ec7p, nh\u1eadn di\u1ec7n c\u00e1c chi ti\u1ebft nh\u1ecf t\u1eeb nh\u1eefng video c\u00f3 th\u1eddi l\u01b0\u1ee3ng d\u00e0i v\u00e0 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean vi\u1ec7c \u0111\u1ecdc hi\u1ec3u m\u1ed9t chu\u1ed7i t\u00e0i li\u1ec7u. Tr\u00ean b\u00e0i ki\u1ec3m chu\u1ea9n LVBench \u0111o l\u01b0\u1eddng kh\u1ea3 n\u0103ng hi\u1ec3u video d\u00e0i, Argon \u0111\u1ea1t \u0111i\u1ec3m s\u1ed1 d\u1eabn \u0111\u1ea7u l\u00e0 91,7%.<\/p>\n<h2 data-pm-slice=\"1 3 []\"><span class=\"ez-toc-section\" id=\"Dan_dau_ve_phong_thu_an_ninh_mang\"><\/span>D\u1eabn \u0111\u1ea7u v\u1ec1 ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Nh\u1eb1m h\u1ed7 tr\u1ee3 t\u1ed1t h\u01a1n cho l\u1ef1c l\u01b0\u1ee3ng an ninh m\u1ea1ng tr\u01b0\u1edbc c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng ng\u00e0y c\u00e0ng tinh vi, Google \u0111\u00e3 hu\u1ea5n luy\u1ec7n <strong>Gemini 4 Argon<\/strong> v\u1edbi n\u0103ng l\u1ef1c chuy\u00ean s\u00e2u v\u1ec1 ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng. M\u00f4 h\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 t\u00ecm ki\u1ebfm, x\u00e1c th\u1ef1c v\u00e0 v\u00e1 c\u00e1c l\u1ed7 h\u1ed5ng ph\u1ea7n m\u1ec1m nghi\u00eam tr\u1ecdng. \u0110\u1ed1i v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng tin c\u1eady v\u00e0 c\u00e1c \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9 c\u1ee7a Google, phi\u00ean b\u1ea3n Argon \u0111\u01b0\u1ee3c cung c\u1ea5p s\u1ebd kh\u00f4ng c\u00e0i \u0111\u1eb7t c\u00e1c r\u00e0o c\u1ea3n h\u1ea1n ch\u1ebf an ninh m\u1ea1ng \u0111\u1ec3 h\u1ecd c\u00f3 th\u1ec3 khai th\u00e1c tr\u1ecdn v\u1eb9n s\u1ee9c m\u1ea1nh ph\u00f2ng th\u1ee7 \u1edf c\u1ea5p \u0111\u1ed9 bi\u00ean gi\u1edbi n\u00e0y.<\/p>\n<p>N\u1ec1n t\u1ea3ng Wiz hi\u1ec7n \u0111\u00e3 \u0111\u01b0a Argon v\u00e0o \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf th\u00f4ng qua s\u00e1ng ki\u1ebfn Scan for Good \u2014 ch\u01b0\u01a1ng tr\u00ecnh chuy\u00ean b\u1ea3o v\u1ec7 mi\u1ec5n ph\u00ed c\u00e1c c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u00f4ng c\u1ed9ng tr\u1ecdng y\u1ebfu b\u1eb1ng c\u00e1ch t\u00ecm ki\u1ebfm v\u00e0 x\u1eed l\u00fd c\u00e1c \u0111i\u1ec3m ph\u01a1i nhi\u1ec5m r\u1ee7i ro cao. Trong m\u1ed9t th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf ban \u0111\u1ea7u, m\u00f4 h\u00ecnh \u0111\u00e3 ph\u00e1t hi\u1ec7n m\u1ed9t l\u1ed7 h\u1ed5ng nghi\u00eam tr\u1ecdng l\u00e0m l\u1ed9 th\u00f4ng tin c\u00e1 nh\u00e2n nh\u1ea1y c\u1ea3m trong ph\u1ea7n m\u1ec1m y t\u1ebf \u0111ang \u0111\u01b0\u1ee3c c\u00e1c b\u1ec7nh vi\u1ec7n tr\u00ean to\u00e0n th\u1ebf gi\u1edbi s\u1eed d\u1ee5ng, m\u1ed9t nguy c\u01a1 m\u00e0 c\u00e1c m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn tr\u01b0\u1edbc \u0111\u00e2y \u0111\u1ec1u b\u1ecf s\u00f3t.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_cwe_bench-width-2000-format-webp\/\" rel=\"attachment wp-att-26797\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26797\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_cwe_bench.width-2000.format-webp.webp\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_cwe_bench.width-2000.format-webp.webp 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_cwe_bench.width-2000.format-webp-768x432.webp 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_cwe_bench.width-2000.format-webp-1536x864.webp 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_cwe_bench.width-2000.format-webp-18x10.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<p>Tr\u00ean b\u1ea3ng \u0111\u00e1nh gi\u00e1 CWE-bench v1 (ki\u1ec3m tra n\u0103ng l\u1ef1c kh\u1eafc ph\u1ee5c c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt), Argon \u0111\u1ed3ng h\u1ea1ng nh\u1ea5t v\u1edbi s\u1ed1 \u0111i\u1ec3m cao nh\u1ea5t l\u00e0 68%, ti\u1ebfp n\u1ed1i th\u00e0nh t\u00edch c\u1ee7a phi\u00ean b\u1ea3n 3.8 Flash Cyber tr\u00ean CWE-bench v0.<\/p>\n<p>So v\u1edbi 3.8 Flash Cyber,<strong> Gemini 4 Argon<\/strong> cho th\u1ea5y nh\u1eefng b\u01b0\u1edbc ti\u1ebfn r\u00f5 r\u1ec7t trong vi\u1ec7c ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng:<\/p>\n<ul>\n<li>Tr\u00ean h\u1ec7 th\u1ed1ng ki\u1ec3m chu\u1ea9n l\u1ed7 h\u1ed5ng n\u1ed9i b\u1ed9 to\u00e0n di\u1ec7n c\u1ee7a Google, Argon \u0111\u00e3 t\u00ecm ra h\u00e0ng lo\u1ea1t \u0111i\u1ec3m ph\u01a1i nhi\u1ec5m tr\u00ean c\u00e1c c\u01a1 s\u1edf m\u00e3 ph\u1ee9c t\u1ea1p thu\u1ed9c <strong>20 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00e1c nhau.<\/strong><\/li>\n<li>Tr\u00ean b\u00e0i ki\u1ec3m th\u1eed x\u00e2m nh\u1eadp h\u1ed9p \u0111en (black-box penetration testing) c\u1ee7a Wiz \u2014 b\u00e0i \u0111o kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch c\u00e1c h\u1ec7 th\u1ed1ng web th\u1ef1c t\u1ebf m\u00e0 kh\u00f4ng c\u1ea7n xem m\u00e3 ngu\u1ed3n, <strong>Argon v\u01b0\u1ee3t tr\u1ed9i h\u01a1n 3.8 Flash Cyber<\/strong> v\u1ec1 kh\u1ea3 n\u0103ng d\u00f2 qu\u00e9t b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng, ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng v\u00e0 t\u1ea1o ra c\u00e1c b\u1eb1ng ch\u1ee9ng x\u00e1c th\u1ef1c (proof-of-concept).<\/li>\n<\/ul>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_security_vu-width-2000-format-webp\/\" rel=\"attachment wp-att-26796\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26796\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_security_vu.width-2000.format-webp.webp\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_security_vu.width-2000.format-webp.webp 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_security_vu.width-2000.format-webp-768x432.webp 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_security_vu.width-2000.format-webp-1536x864.webp 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_security_vu.width-2000.format-webp-18x10.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<h2 data-pm-slice=\"1 3 []\"><span class=\"ez-toc-section\" id=\"Tang_cuong_cac_bien_phap_an_toan_truoc_khi_cung_cap_rong_rai\"><\/span>T\u0103ng c\u01b0\u1eddng c\u00e1c bi\u1ec7n ph\u00e1p an to\u00e0n tr\u01b0\u1edbc khi cung c\u1ea5p r\u1ed9ng r\u00e3i<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Tr\u01b0\u1edbc khi ph\u00e1t h\u00e0nh <strong><a href=\"https:\/\/gcloudvn.com\/en\/gemini-ai\/\">Gemini<\/a> 4 Argon<\/strong> tr\u00ean quy m\u00f4 l\u1edbn, Google ti\u1ebfp t\u1ee5c c\u1ee7ng c\u1ed1 c\u00e1c bi\u1ec7n ph\u00e1p an to\u00e0n tr\u1ecdng y\u1ebfu tr\u00ean 4 kh\u00eda c\u1ea1nh ch\u00ednh:<\/p>\n<ul>\n<li><strong>Ng\u0103n ch\u1eb7n h\u00e0nh vi l\u1ea1m d\u1ee5ng:<\/strong> Nh\u1eb1m ng\u0103n ch\u1eb7n c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng x\u1ea5u l\u1ee3i d\u1ee5ng Argon v\u00e0o c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng ho\u1eb7c nghi\u00ean c\u1ee9u v\u0169 kh\u00ed h\u00f3a h\u1ecdc, sinh h\u1ecdc, ph\u00f3ng x\u1ea1 v\u00e0 h\u1ea1t nh\u00e2n (CBRN), m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp \u0111\u1ec3 t\u1eeb ch\u1ed1i c\u00e1c y\u00eau c\u1ea7u g\u00e2y h\u1ea1i nh\u01b0ng v\u1eabn b\u1ea3o to\u00e0n kh\u1ea3 n\u0103ng nghi\u00ean c\u1ee9u khoa h\u1ecdc ph\u1ee5c v\u1ee5 m\u1ee5c \u0111\u00edch k\u00e9p h\u1ee3p ph\u00e1p, theo \u0111\u00fang Khung an to\u00e0n bi\u00ean gi\u1edbi (Frontier Safety Framework). Google \u0111ang t\u0103ng c\u01b0\u1eddng t\u00ednh v\u1eefng ch\u1eafc cho c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 n\u00e0y, bao g\u1ed3m vi\u1ec7c c\u1ea3i ti\u1ebfn c\u00e1c k\u1ef9 thu\u1eadt gi\u00e1m s\u00e1t k\u00edch ho\u1ea1t n\u1ed9i b\u1ed9 c\u1ee7a m\u00f4 h\u00ecnh \u0111\u1ec3 ph\u00e1t hi\u1ec7n d\u1ea5u hi\u1ec7u l\u1ea1m d\u1ee5ng. C\u00e1c bi\u1ec7n ph\u00e1p n\u00e0y \u0111\u1ec1u tr\u1ea3i qua ki\u1ec3m tra \u0111\u1ed9 b\u1ec1n b\u1edfi c\u00e1c \u0111\u1ed9i ng\u0169 Red Team n\u1ed9i b\u1ed9 v\u00e0 \u0111\u1ed9c l\u1eadp th\u00f4ng qua s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa c\u00e1c ph\u01b0\u01a1ng th\u1ee9c t\u1ea5n c\u00f4ng th\u1ee7 c\u00f4ng v\u00e0 t\u1ef1 \u0111\u1ed9ng.<\/li>\n<li><strong>Ph\u00f2ng ng\u1eeba t\u1ea5n c\u00f4ng ti\u00eam m\u00e3 l\u1ec7nh gi\u00e1n ti\u1ebfp (Prompt Injection):<\/strong> Argon l\u00e0 m\u00f4 h\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng ch\u1ed1ng ch\u1ecbu t\u1ed1t nh\u1ea5t c\u1ee7a Google tr\u01b0\u1edbc c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng ti\u00eam m\u00e3 l\u1ec7nh gi\u00e1n ti\u1ebfp, k\u1ef9 thu\u1eadt ch\u00e8n c\u00e1c l\u1ec7nh ho\u1eb7c ng\u1eef c\u1ea3nh \u0111\u1ed9c h\u1ea1i nh\u1eb1m chi\u1ebfm quy\u1ec1n \u0111i\u1ec1u khi\u1ec3n h\u00e0nh vi c\u1ee7a AI. D\u1ea1ng t\u1ea5n c\u00f4ng ph\u1ee9c t\u1ea1p n\u00e0y \u0111\u00f2i h\u1ecfi s\u1ef1 c\u1ea3nh gi\u00e1c li\u00ean t\u1ee5c c\u00f9ng nhi\u1ec1u t\u1ea7ng ph\u00f2ng th\u1ee7. Th\u00f4ng qua quy tr\u00ecnh Red Team t\u1ef1 \u0111\u1ed9ng v\u00e0 \u0111\u00e0o t\u1ea1o \u0111\u1ed1i kh\u00e1ng, <strong>Gemini 4 Argon<\/strong> \u0111ang d\u1eabn \u0111\u1ea7u v\u1ec1 kh\u1ea3 n\u0103ng ch\u1ed1ng ch\u1ecbu ti\u00eam m\u00e3 l\u1ec7nh tr\u00ean b\u00e0i ki\u1ec3m chu\u1ea9n Gray Swan Indirect Prompt Injection (IPI).<\/li>\n<\/ul>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/google-ra-mat-gemini-4-argon-dot-pha-1-trieu-token-dau-ra\/attachment\/gemini_4_cyber_evals_gray_swan_i-width-2000-format-webp\/\" rel=\"attachment wp-att-26795\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26795\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_gray_swan_i.width-2000.format-webp.webp\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_gray_swan_i.width-2000.format-webp.webp 1920w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_gray_swan_i.width-2000.format-webp-768x432.webp 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_gray_swan_i.width-2000.format-webp-1536x864.webp 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/10\/gemini_4_cyber_evals_gray_swan_i.width-2000.format-webp-18x10.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\n<ul>\n<li><strong>Gi\u00e1m s\u00e1t s\u1ef1 sai l\u1ec7ch m\u1ee5c ti\u00eau (Misalignment Monitoring):<\/strong> \u0110\u1ec3 ng\u0103n Argon t\u1ef1 \u00fd h\u00e0nh \u0111\u1ed9ng v\u01b0\u1ee3t gi\u1edbi h\u1ea1n nh\u1eb1m ho\u00e0n th\u00e0nh nhi\u1ec7m v\u1ee5 theo c\u00e1ch \u0111i ng\u01b0\u1ee3c l\u1ea1i \u00fd \u0111\u1ecbnh ban \u0111\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, Google tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p ki\u1ec3m so\u00e1t sai l\u1ec7ch \u0111\u1ec3 theo d\u00f5i chu\u1ed7i suy lu\u1eadn (chain-of-thought) c\u00f9ng c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u1ee7a m\u00f4 h\u00ecnh, \u0111\u1ed3ng th\u1eddi l\u1eadp t\u1ee9c d\u1eebng th\u1ef1c thi khi c\u1ea7n. Google \u0111\u00e3 \u00e1p d\u1ee5ng c\u01a1 ch\u1ebf t\u01b0\u01a1ng t\u1ef1 \u0111\u1ec3 theo d\u00f5i c\u00e1c phi\u00ean hu\u1ea5n luy\u1ec7n v\u00e0 g\u1eedi c\u1ea3nh b\u00e1o \u0111\u1ebfn \u0111\u1ed9i ng\u0169 \u1ee9ng ph\u00f3 s\u1ef1 c\u1ed1, \u0111\u1ed3ng th\u1eddi b\u1ea3o \u0111\u1ea3m kh\u00f4ng \u0111\u01b0a c\u00e1c d\u1eef li\u1ec7u gi\u00e1m s\u00e1t n\u00e0y tr\u1edf l\u1ea1i qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n nh\u1eb1m tr\u00e1nh nguy c\u01a1 m\u00f4 h\u00ecnh h\u1ecdc c\u00e1ch n\u00e9 tr\u00e1nh s\u1ef1 theo d\u00f5i. Google khuy\u1ebfn kh\u00edch c\u00e1c t\u1ed5 ch\u1ee9c trong ng\u00e0nh duy tr\u00ec t\u00ednh minh b\u1ea1ch v\u1ec1 suy lu\u1eadn c\u1ee7a m\u00f4 h\u00ecnh, gi\u00fap qu\u00e1 tr\u00ecnh suy ngh\u0129 c\u1ee7a AI ti\u1ebfp t\u1ee5c ph\u1ee5c v\u1ee5 hi\u1ec7u qu\u1ea3 cho vi\u1ec7c ch\u1ea9n \u0111o\u00e1n c\u00e1c nguy c\u01a1 sai l\u1ec7ch.<\/li>\n<li><strong>Gia c\u1ed1 m\u1ee9c \u0111\u1ed9 an to\u00e0n c\u1ee7a h\u1ec7 sinh th\u00e1i:<\/strong> Khi c\u00e1c m\u00f4 h\u00ecnh bi\u00ean gi\u1edbi ng\u00e0y m\u1ed9t th\u00f4ng minh h\u01a1n, quy tr\u00ecnh ki\u1ec3m th\u1eed an to\u00e0n \u0111\u00f2i h\u1ecfi m\u00f4i tr\u01b0\u1eddng b\u1ea3o m\u1eadt t\u01b0\u01a1ng x\u1ee9ng. Theo \u0111\u00fang l\u1ed9 tr\u00ecnh ki\u1ec3m so\u00e1t t\u00e1c nh\u00e2n (agent control roadmap), Google t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 b\u1ea3o m\u1eadt cho c\u00e1c m\u00f4i tr\u01b0\u1eddng h\u1ed9p c\u00e1t (sandbox) b\u1eb1ng c\u00e1ch c\u00f4 l\u1eadp v\u00e0 ni\u00eam phong ch\u1eb7t ch\u1ebd tr\u01b0\u1edbc khi ti\u1ebfn h\u00e0nh c\u00e1c phi\u00ean hu\u1ea5n luy\u1ec7n ho\u1eb7c \u0111\u00e1nh gi\u00e1 c\u00f3 r\u1ee7i ro cao. H\u00e3ng cam k\u1ebft chia s\u1ebb c\u00e1c th\u1ef1c h\u00e0nh an to\u00e0n t\u1ed1i \u01b0u n\u00e0y \u0111\u1ebfn c\u00e1c \u0111\u1ed1i t\u00e1c \u0111\u1ec3 c\u00f9ng n\u00e2ng cao ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt chung cho to\u00e0n ng\u00e0nh.<\/li>\n<\/ul>\n<h2 data-pm-slice=\"1 1 []\"><span class=\"ez-toc-section\" id=\"Lo_trinh_phat_hanh_va_su_san_sang_dong_hanh_cung_Gimasys\"><\/span>L\u1ed9 tr\u00ecnh ph\u00e1t h\u00e0nh v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng \u0111\u1ed3ng h\u00e0nh c\u00f9ng Gimasys<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Google ph\u00e1t tri\u1ec3n <strong>Gemini 4 Argon<\/strong> v\u1edbi n\u0103ng l\u1ef1c c\u1ea5p \u0111\u1ed9 bi\u00ean gi\u1edbi v\u1ec1 l\u1eadp tr\u00ecnh, nghi\u1ec7p v\u1ee5 tri th\u1ee9c chuy\u00ean m\u00f4n, ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng v\u00e0 kh\u1ea3 n\u0103ng di\u1ec5n \u0111\u1ea1t ng\u00f4n ng\u1eef ch\u1ea5t l\u01b0\u1ee3ng cao nh\u1eb1m tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 \u0111\u1eafc l\u1ef1c cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, chuy\u00ean gia v\u00e0 doanh nghi\u1ec7p khi gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p nh\u1ea5t.<\/p>\n<p>Theo l\u1ed9 tr\u00ecnh c\u00f4ng b\u1ed1, m\u00f4 h\u00ecnh hi\u1ec7n \u0111\u01b0\u1ee3c \u01b0u ti\u00ean \u0111\u00e1nh gi\u00e1 b\u1edfi nh\u00f3m chuy\u00ean gia ph\u00f2ng th\u1ee7 an ninh m\u1ea1ng v\u00e0 c\u00e1c ki\u1ec3m th\u1eed vi\u00ean tin c\u1eady ban \u0111\u1ea7u nh\u1eb1m ho\u00e0n thi\u1ec7n h\u1ec7 th\u1ed1ng an to\u00e0n. B\u01b0\u1edbc ti\u1ebfp theo, Google s\u1ebd ph\u00e1t h\u00e0nh<strong> Gemini 4 Argon<\/strong> t\u1edbi c\u1ed9ng \u0111\u1ed3ng l\u1eadp tr\u00ecnh vi\u00ean, c\u00e1c doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00f9ng \u0111\u1ea1i ch\u00fang, b\u1eaft \u0111\u1ea7u t\u1eeb nh\u00f3m kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng API c\u00f3 tr\u1ea3 ph\u00ed v\u00e0 ng\u01b0\u1eddi d\u00f9ng g\u00f3i \u0111\u0103ng k\u00fd Google AI Ultra.<\/p>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam mong mu\u1ed1n \u0111\u00f3n \u0111\u1ea7u s\u1ee9c m\u1ea1nh t\u1eeb <strong>Gemini 4 Argon<\/strong>, vi\u1ec7c chu\u1ea9n b\u1ecb s\u1edbm v\u1ec1 m\u1eb7t ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u v\u00e0 h\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t. V\u1edbi vai tr\u00f2 l\u00e0 \u0111\u1ed1i t\u00e1c Google Cloud Premier Partner h\u00e0ng \u0111\u1ea7u, Gimasys lu\u00f4n theo s\u00e1t c\u00e1c b\u01b0\u1edbc ti\u1ebfn c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t t\u1eeb Google, li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i \u0111\u1ec3 \u0111\u01b0\u1ee3c <a href=\"https:\/\/gcloudvn.com\/en\/dang-ky-dung-thu\/\">t\u01b0 v\u1ea5n l\u1ed9 tr\u00ecnh<\/a> t\u00edch h\u1ee3p, h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p \u0111\u0103ng k\u00fd s\u1edbm c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh th\u1eed nghi\u1ec7m c\u0169ng nh\u01b0 x\u00e2y d\u1ef1ng c\u00e1c k\u1ecbch b\u1ea3n \u1ee9ng d\u1ee5ng an to\u00e0n, t\u1ed1i \u01b0u chi ph\u00ed ngay khi m\u00f4 h\u00ecnh ch\u00ednh th\u1ee9c m\u1edf quy\u1ec1n truy c\u1eadp th\u01b0\u01a1ng m\u1ea1i.<\/p>","protected":false},"excerpt":{"rendered":"<p>Gemini 4 Argon mang l\u1ea1i hi\u1ec7u n\u0103ng c\u1ea5p \u0111\u1ed9 bi\u00ean gi\u1edbi (frontier performance) trong c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c ph\u1ee9c t\u1ea1p, t\u1eeb k\u1ef9 ngh\u1ec7 ph\u1ea7n m\u1ec1m th\u1ef1c t\u1ebf, nghi\u1ec7p v\u1ee5 chuy\u00ean m\u00f4n doanh nghi\u1ec7p nh\u01b0 ph\u00e1p l\u00fd v\u00e0 t\u00e0i ch\u00ednh,&hellip;<\/p>","protected":false},"author":2,"featured_media":26805,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-26794","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26794","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=26794"}],"version-history":[{"count":4,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26794\/revisions"}],"predecessor-version":[{"id":26809,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26794\/revisions\/26809"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/26805"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=26794"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=26794"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=26794"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}