{"id":27457,"date":"2025-10-29T17:49:11","date_gmt":"2025-10-29T10:49:11","guid":{"rendered":"https:\/\/vbee.vn\/blog\/?p=27457"},"modified":"2026-04-14T17:06:19","modified_gmt":"2026-04-14T10:06:19","slug":"on-device-ai","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/","title":{"rendered":"On-Device AI l\u00e0 g\u00ec? T\u1ea1i sao Qualcomm d\u1eabn \u0111\u1ea7u cu\u1ed9c c\u00e1ch m\u1ea1ng AI ngay tr\u00ean thi\u1ebft b\u1ecb"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\"><div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung ch\u00ednh<\/p><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><nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#1_Gioi_thieu_ve_On-Device_AI\" >1. Gi\u1edbi thi\u1ec7u v\u1ec1 On-Device AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#11_On-Device_AI_la_gi\" >1.1 On-Device AI l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#12_Tai_sao_On-Device_AI_quan_trong_hien_nay\" >1.2 T\u1ea1i sao On-Device AI quan tr\u1ecdng hi\u1ec7n nay<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#2_Qualcomm_va_hanh_trinh_phat_trien_On-Device_AI\" >2. Qualcomm v\u00e0 h\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n On-Device AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#3_Cach_hoat_dong_cua_Qualcomm_On-Device_AI\" >3. C\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Qualcomm On-Device AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#31_Cac_cong_nghe_duoc_tich_hop\" >3.1 C\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#32_Quy_trinh_trien_khai_AI_tren_thiet_bi\" >3.2 Quy tr\u00ecnh tri\u1ec3n khai AI tr\u00ean thi\u1ebft b\u1ecb<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#4_Vi_du_thuc_te_ve_On-Device_AI\" >4. V\u00ed d\u1ee5 th\u1ef1c t\u1ebf v\u1ec1 On-Device AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#5_So_sanh_On-Device_AI_voi_Cloud_AI\" >5. So s\u00e1nh On-Device AI v\u1edbi Cloud AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#6_Qualcomm_On-Device_AI_trong_ky_nguyen_Generative_AI\" >6. Qualcomm On-Device AI trong k\u1ef7 nguy\u00ean Generative AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#7_Mot_so_cau_hoi_thuong_gap\" >7. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#71_On-Device_AI_co_manh_bang_ChatGPT_khong\" >7.1 On-Device AI c\u00f3 m\u1ea1nh b\u1eb1ng ChatGPT kh\u00f4ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#72_Dien_thoai_co_nong_khi_chay_AI_khong\" >7.2 \u0110i\u1ec7n tho\u1ea1i c\u00f3 n\u00f3ng khi ch\u1ea1y AI kh\u00f4ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#73_Lam_sao_biet_dien_thoai_co_On-Device_AI\" >7.3 L\u00e0m sao bi\u1ebft \u0111i\u1ec7n tho\u1ea1i c\u00f3 On-Device AI?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#74_Co_the_tu_chay_mo_hinh_AI_tren_dien_thoai_khong\" >7.4 C\u00f3 th\u1ec3 t\u1ef1 ch\u1ea1y m\u00f4 h\u00ecnh AI tr\u00ean \u0111i\u1ec7n tho\u1ea1i kh\u00f4ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/vbee.vn\/blog\/qualcomm\/on-device-ai\/#75_On-Device_AI_co_thay_the_Cloud_khong\" >7.5 On-Device AI c\u00f3 thay th\u1ebf Cloud kh\u00f4ng?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><p><strong>On-Device AI l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p thi\u1ebft b\u1ecb th\u00f4ng minh x\u1eed l\u00fd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ngay tr\u00ean ch\u00ednh ph\u1ea7n c\u1ee9ng c\u1ee7a m\u00ecnh, thay v\u00ec ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u00e1m m\u00e2y. Nh\u1edd v\u1eady, t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n, b\u1ea3o m\u1eadt cao h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m pin. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 On-Device AI l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao Qualcomm d\u1eabn \u0111\u1ea7u cu\u1ed9c c\u00e1ch m\u1ea1ng AI ngay tr\u00ean thi\u1ebft b\u1ecb.<\/strong><\/p><h2><span class=\"ez-toc-section\" id=\"1_Gioi_thieu_ve_On-Device_AI\"><\/span>1. Gi\u1edbi thi\u1ec7u v\u1ec1 On-Device AI<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"11_On-Device_AI_la_gi\"><\/span>1.1 On-Device AI l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>On-Device AI hay AI tr\u00ean thi\u1ebft b\u1ecb l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p c\u00e1c m\u00f4 h\u00ecnh <a href=\"https:\/\/vbee.vn\/blog\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> ho\u1ea1t \u0111\u1ed9ng ngay tr\u00ean thi\u1ebft b\u1ecb ng\u01b0\u1eddi d\u00f9ng, ch\u1eb3ng h\u1ea1n nh\u01b0 smartphone, laptop, tai nghe, \u00f4 t\u00f4 ho\u1eb7c thi\u1ebft b\u1ecb IoT m\u00e0 kh\u00f4ng c\u1ea7n k\u1ebft n\u1ed1i Internet ho\u1eb7c g\u1eedi d\u1eef li\u1ec7u l\u00ean \u0111\u00e1m m\u00e2y.<\/p><p>Thay v\u00ec ph\u1ea3i g\u1eedi d\u1eef li\u1ec7u l\u00ean m\u00e1y ch\u1ee7 trung t\u00e2m \u0111\u1ec3 x\u1eed l\u00fd (Cloud AI), On-Device AI t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh ph\u1ea7n c\u1ee9ng c\u00f3 s\u1eb5n nh\u01b0 CPU, GPU v\u00e0 NPU \u0111\u1ec3 x\u1eed l\u00fd tr\u1ef1c ti\u1ebfp c\u00e1c t\u00e1c v\u1ee5 AI t\u1eeb nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, ph\u00e2n t\u00edch gi\u1ecdng n\u00f3i cho \u0111\u1ebfn t\u1ea1o v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh hay video.<\/p><figure id=\"attachment_27459\" aria-describedby=\"caption-attachment-27459\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-27459\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/On-Device-AI-la-gi.webp\" alt=\"On-Device AI l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao n\u00f3 quan tr\u1ecdng.\" width=\"768\" height=\"384\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/On-Device-AI-la-gi.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/On-Device-AI-la-gi-300x150.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-27459\" class=\"wp-caption-text\">On-Device AI l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ho\u1ea1t \u0111\u1ed9ng ngay tr\u00ean thi\u1ebft b\u1ecb ng\u01b0\u1eddi d\u00f9ng.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"12_Tai_sao_On-Device_AI_quan_trong_hien_nay\"><\/span>1.2 T\u1ea1i sao On-Device AI quan tr\u1ecdng hi\u1ec7n nay<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Trong th\u1eddi \u0111\u1ea1i m\u00e0 ng\u01b0\u1eddi d\u00f9ng ng\u00e0y c\u00e0ng quan t\u00e2m \u0111\u1ebfn b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd v\u00e0 tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a, On-Device AI tr\u1edf th\u00e0nh gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u v\u00ec:<\/p><ul><li><strong>B\u1ea3o m\u1eadt h\u01a1n:<\/strong> D\u1eef li\u1ec7u (\u1ea3nh, gi\u1ecdng n\u00f3i, v\u0103n b\u1ea3n) \u0111\u01b0\u1ee3c x\u1eed l\u00fd ngay tr\u00ean thi\u1ebft b\u1ecb, kh\u00f4ng c\u1ea7n g\u1eedi ra ngo\u00e0i.<\/li><li><strong>Ph\u1ea3n h\u1ed3i nhanh:<\/strong> Kh\u00f4ng c\u00f2n \u0111\u1ed9 tr\u1ec5 do truy\u1ec1n t\u1ea3i m\u1ea1ng &#8211; gi\u00fap tr\u1ea3i nghi\u1ec7m AI m\u01b0\u1ee3t m\u00e0 v\u00e0 th\u1eddi gian th\u1ef1c.<\/li><li><strong>Ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng:<\/strong> X\u1eed l\u00fd n\u1ed9i b\u1ed9 t\u1ed1i \u01b0u \u0111i\u1ec7n n\u0103ng, ph\u00f9 h\u1ee3p cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng.<\/li><li><strong>Ho\u1ea1t \u0111\u1ed9ng m\u1ecdi l\u00fac:<\/strong> K\u1ec3 c\u1ea3 khi kh\u00f4ng c\u00f3 k\u1ebft n\u1ed1i Internet, AI v\u1eabn ho\u1ea1t \u0111\u1ed9ng tr\u01a1n tru.<\/li><li><strong>C\u00e1 nh\u00e2n h\u00f3a s\u00e2u h\u01a1n:<\/strong> M\u1ed7i thi\u1ebft b\u1ecb c\u00f3 th\u1ec3 h\u1ecdc v\u00e0 \u0111i\u1ec1u ch\u1ec9nh theo th\u00f3i quen ri\u00eang c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li><\/ul><h2><span class=\"ez-toc-section\" id=\"2_Qualcomm_va_hanh_trinh_phat_trien_On-Device_AI\"><\/span>2. Qualcomm v\u00e0 h\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n On-Device AI<span class=\"ez-toc-section-end\"><\/span><\/h2><p>Nh\u1eafc \u0111\u1ebfn On-Device AI, kh\u00f4ng th\u1ec3 b\u1ecf qua c\u00e1i t\u00ean <a href=\"https:\/\/vbee.vn\/blog\/qualcomm\/\">Qualcomm<\/a> &#8211; t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u c\u1ee7a M\u1ef9 v\u00e0 l\u00e0 nh\u00e0 s\u1ea3n xu\u1ea5t chip di \u0111\u1ed9ng Snapdragon n\u1ed5i ti\u1ebfng. Qualcomm l\u00e0 m\u1ed9t trong nh\u1eefng ng\u01b0\u1eddi ti\u00ean phong \u0111\u01b0a AI xu\u1ed1ng c\u1ea5p \u0111\u1ed9 ph\u1ea7n c\u1ee9ng, bi\u1ebfn \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh th\u00e0nh nh\u1eefng \u201cm\u00e1y t\u00ednh AI\u201d th\u1ef1c th\u1ee5.<\/p><p>T\u1eeb n\u0103m 2017, Qualcomm \u0111\u00e3 b\u1eaft \u0111\u1ea7u t\u00edch h\u1ee3p <a href=\"https:\/\/vbee.vn\/blog\/qualcomm\/qualcomm-ai-engine\/\">Qualcomm AI Engine<\/a> v\u00e0o <a href=\"https:\/\/vbee.vn\/blog\/qualcomm\/cac-dong-chip-snapdragon\/\">c\u00e1c d\u00f2ng chip Snapdragon<\/a>, cho ph\u00e9p thi\u1ebft b\u1ecb x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, t\u1ed1i \u01b0u camera hay hi\u1ec3u gi\u1ecdng n\u00f3i ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ebfn nay, v\u1edbi c\u00e1c th\u1ebf h\u1ec7 chip nh\u01b0 Snapdragon 8 Gen 3 hay Snapdragon X Elite, Qualcomm \u0111\u00e3 ti\u1ebfn xa h\u01a1n khi cho ph\u00e9p ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh AI sinh n\u1ed9i dung (<a href=\"https:\/\/vbee.vn\/blog\/ai\/ai-tao-sinh\/\">Generative AI<\/a>) ngay tr\u00ean thi\u1ebft b\u1ecb, ch\u1eb3ng h\u1ea1n nh\u01b0 Stable Diffusion, Llama 3 hay Whisper. T\u1ea7m nh\u00ecn \u201cBringing AI to every device\u201d c\u1ee7a Qualcomm \u0111ang d\u1ea7n tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c, \u0111\u01b0a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ebfn v\u1edbi m\u1ecdi l\u0129nh v\u1ef1c t\u1eeb smartphone, \u00f4 t\u00f4, laptop \u0111\u1ebfn thi\u1ebft b\u1ecb IoT.<\/p><h2><span class=\"ez-toc-section\" id=\"3_Cach_hoat_dong_cua_Qualcomm_On-Device_AI\"><\/span>3. C\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Qualcomm On-Device AI<span class=\"ez-toc-section-end\"><\/span><\/h2><p>\u0110\u1ec3 hi\u1ec7u n\u0103ng t\u1ed1t nh\u1ea5t, Qualcomm \u0111\u00e3 t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i v\u00e0 quy tr\u00ecnh tri\u1ec3n khai nghi\u00eam ng\u1eb7t.<\/p><h3><span class=\"ez-toc-section\" id=\"31_Cac_cong_nghe_duoc_tich_hop\"><\/span>3.1 C\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p<span class=\"ez-toc-section-end\"><\/span><\/h3><p>\u0110\u1eb1ng sau c\u00e1c t\u00ednh n\u0103ng th\u00f4ng minh chuy\u00ean s\u00e2u c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb Snapdragon l\u00e0 m\u1ed9t c\u1ea5u tr\u00fac ph\u1ea7n c\u1ee9ng tinh vi. Qualcomm k\u1ebft h\u1ee3p s\u1ee9c m\u1ea1nh c\u1ee7a ba b\u1ed9 x\u1eed l\u00fd: CPU \u0111\u1ea3m nh\u1eadn t\u00e1c v\u1ee5 logic, GPU t\u0103ng t\u1ed1c cho h\u00ecnh \u1ea3nh v\u00e0 \u0111\u1ed3 h\u1ecda, c\u00f2n NPU ( hay c\u00f2n g\u1ecdi l\u00e0 Hexagon Processor) chuy\u00ean x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 <a href=\"https:\/\/vbee.vn\/blog\/ai\/deep-learning\/\">h\u1ecdc s\u00e2u<\/a>. Ba b\u1ed9 ph\u1eadn n\u00e0y \u0111\u01b0\u1ee3c \u0111i\u1ec1u ph\u1ed1i b\u1edfi Qualcomm AI Engine, gi\u00fap vi\u1ec7c x\u1eed l\u00fd AI tr\u1edf n\u00ean nhanh, m\u01b0\u1ee3t v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n bao gi\u1edd h\u1ebft.<\/p><p>Nh\u1edd thi\u1ebft k\u1ebf n\u00e0y, \u0111i\u1ec7n tho\u1ea1i c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n v\u1eadt th\u1ec3, hi\u1ec3u gi\u1ecdng n\u00f3i hay g\u1ee3i \u00fd v\u0103n b\u1ea3n m\u00e0 kh\u00f4ng c\u1ea7n ch\u1edd k\u1ebft n\u1ed1i m\u1ea1ng. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh \u0111\u01b0\u1ee3c x\u1eed l\u00fd trong v\u00e0i ph\u1ea7n ngh\u00ecn gi\u00e2y, mang \u0111\u1ebfn c\u1ea3m gi\u00e1c ph\u1ea3n h\u1ed3i t\u1ee9c th\u00ec v\u00e0 li\u1ec1n m\u1ea1ch, \u0111i\u1ec1u m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng Cloud AI kh\u00f3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c.<\/p><figure id=\"attachment_27458\" aria-describedby=\"caption-attachment-27458\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-27458\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/Cach-hoat-dong-cua-Qualcomm-On-Device-AI.webp\" alt=\"C\u00e1ch Qualcomm On-Device AI ho\u1ea1t \u0111\u1ed9ng.\" width=\"768\" height=\"446\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/Cach-hoat-dong-cua-Qualcomm-On-Device-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/Cach-hoat-dong-cua-Qualcomm-On-Device-AI-300x174.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-27458\" class=\"wp-caption-text\">C\u00e1ch Qualcomm On-Device AI ho\u1ea1t \u0111\u1ed9ng.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"32_Quy_trinh_trien_khai_AI_tren_thiet_bi\"><\/span>3.2 Quy tr\u00ecnh tri\u1ec3n khai AI tr\u00ean thi\u1ebft b\u1ecb<span class=\"ez-toc-section-end\"><\/span><\/h3><ol><li>Nh\u00e0 ph\u00e1t tri\u1ec3n hu\u1ea5n luy\u1ec7n ho\u1eb7c ch\u1ecdn m\u00f4 h\u00ecnh (ch\u1eb3ng h\u1ea1n m\u1ea1ng neural) tr\u00ean m\u00f4i tr\u01b0\u1eddng server\/\u0111\u00e1m m\u00e2y.<\/li><li>M\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a, v\u00ed d\u1ee5: l\u01b0\u1ee3ng t\u1eed h\u00f3a, s\u1eed d\u1ee5ng k\u1ef9 thu\u1eadt prune, convert v\u1ec1 \u0111\u1ecbnh d\u1ea1ng ph\u00f9 h\u1ee3p cho thi\u1ebft b\u1ecb bi\u00ean.<\/li><li>Tr\u00ean n\u1ec1n t\u1ea3ng Qualcomm AI Hub: ch\u1ecdn thi\u1ebft b\u1ecb \u0111\u00edch, runtime, compile m\u00f4 h\u00ecnh, profile hi\u1ec7u n\u0103ng (\u0111\u1ed9 tr\u1ec5, \u0111\u1ed9 nh\u1edb, \u0111\u01a1n v\u1ecb t\u00ednh to\u00e1n) v\u00e0 cu\u1ed1i c\u00f9ng deploy v\u00e0o \u1ee9ng d\u1ee5ng tr\u00ean thi\u1ebft b\u1ecb.<\/li><li>Khi thi\u1ebft b\u1ecb v\u1eadn h\u00e0nh: M\u00f4 h\u00ecnh ch\u1ea1y inference (d\u1ef1 \u0111o\u00e1n) c\u1ee5c b\u1ed9 &#8211; x\u1eed l\u00fd \u0111\u1ea7u v\u00e0o sensor, camera, \u00e2m thanh\u2026 v\u00e0 tr\u1ea3 k\u1ebft qu\u1ea3 ngay l\u1eadp t\u1ee9c, kh\u00f4ng c\u1ea7n g\u1eedi d\u1eef li\u1ec7u l\u00ean \u0111\u00e1m m\u00e2y (ho\u1eb7c ch\u1ec9 g\u1eedi khi c\u1ea7n).<\/li><li>L\u1ee3i \u00edch: ph\u1ea3n h\u1ed3i nhanh, ri\u00eang t\u01b0 cao, ti\u1ebft ki\u1ec7m b\u0103ng th\u00f4ng.&#8221;<\/li><\/ol><h2><span class=\"ez-toc-section\" id=\"4_Vi_du_thuc_te_ve_On-Device_AI\"><\/span>4. V\u00ed d\u1ee5 th\u1ef1c t\u1ebf v\u1ec1 On-Device AI<span class=\"ez-toc-section-end\"><\/span><\/h2><p>On-Device AI hi\u1ec7n \u0111\u00e3 c\u00f3 m\u1eb7t trong nhi\u1ec1u thi\u1ebft b\u1ecb quen thu\u1ed9c, c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn:<\/p><ul><li><strong>Samsung Galaxy S24:<\/strong> T\u00ednh n\u0103ng Live Translate d\u1ecbch cu\u1ed9c g\u1ecdi th\u1eddi gian th\u1ef1c ho\u00e0n to\u00e0n offline, h\u1ed7 tr\u1ee3 13 ng\u00f4n ng\u1eef, ch\u1ea1y tr\u00ean Snapdragon 8 Gen 3.<\/li><li><strong>Lenovo Yoga Slim 7x:<\/strong> D\u00f9ng Snapdragon X Elite, h\u1ed7 tr\u1ee3 Copilot+ Local, c\u00f3 th\u1ec3 ch\u1ea1y Phi-3 v\u00e0 Llama 3 8B \u0111\u1ec3 t\u00f3m t\u1eaft ho\u1eb7c t\u1ea1o v\u0103n b\u1ea3n kh\u00f4ng c\u1ea7n m\u1ea1ng.<\/li><li><strong>Xiaomi 14:<\/strong> T\u1eadn d\u1ee5ng AI tr\u00ean Snapdragon 8 Gen 3 \u0111\u1ec3 t\u1ea1o hi\u1ec7u \u1ee9ng x\u00f3a ph\u00f4ng video 4K realtime, t\u1ed1i \u01b0u tr\u1ef1c ti\u1ebfp trong m\u00e1y.<\/li><li><strong>Snapdragon Ride (\u00f4 t\u00f4):<\/strong> H\u1ec7 th\u1ed1ng AI nh\u1eadn di\u1ec7n ng\u01b0\u1eddi \u0111i b\u1ed9, bi\u1ec3n b\u00e1o giao th\u00f4ng v\u00e0 ph\u1ea3n h\u1ed3i trong v\u00e0i mili-gi\u00e2y, gi\u00fap l\u00e1i xe an to\u00e0n h\u01a1n m\u00e0 kh\u00f4ng c\u1ea7n g\u1eedi d\u1eef li\u1ec7u l\u00ean cloud.<\/li><\/ul><p>Nh\u1eefng v\u00ed d\u1ee5 n\u00e0y cho th\u1ea5y On-Device AI \u0111ang d\u1ea7n tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n m\u1edbi cho th\u1ebf h\u1ec7 thi\u1ebft b\u1ecb th\u00f4ng minh: nhanh h\u01a1n, ri\u00eang t\u01b0 h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n.<\/p><figure id=\"attachment_27462\" aria-describedby=\"caption-attachment-27462\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-27462\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/Vi-du-thuc-te-ve-On-Device-AI.webp\" alt=\"\u1ee8ng d\u1ee5ng th\u1ef1c th\u1ebf c\u1ee7a On-Device AI tr\u00ean c\u00e1c thi\u1ebft b\u1ecb.\" width=\"768\" height=\"432\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/Vi-du-thuc-te-ve-On-Device-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/Vi-du-thuc-te-ve-On-Device-AI-300x169.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-27462\" class=\"wp-caption-text\">\u1ee8ng d\u1ee5ng th\u1ef1c th\u1ebf c\u1ee7a On-Device AI tr\u00ean c\u00e1c thi\u1ebft b\u1ecb.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"5_So_sanh_On-Device_AI_voi_Cloud_AI\"><\/span>5. So s\u00e1nh On-Device AI v\u1edbi Cloud AI<span class=\"ez-toc-section-end\"><\/span><\/h2><table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>Ti\u00eau ch\u00ed<\/strong><\/td>\n<td style=\"width: 33.3333%;\"><strong>On-Device AI<\/strong><\/td>\n<td style=\"width: 33.3333%;\"><strong>Cloud AI<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>V\u1ecb tr\u00ed x\u1eed l\u00fd<\/strong><\/td>\n<td style=\"width: 33.3333%;\">Tr\u1ef1c ti\u1ebfp tr\u00ean thi\u1ebft b\u1ecb (smartphone, laptop, \u00f4 t\u00f4, IoT)<\/td>\n<td style=\"width: 33.3333%;\">Tr\u00ean m\u00e1y ch\u1ee7 t\u1eeb xa (data center ho\u1eb7c cloud platform)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>T\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i<\/strong><\/td>\n<td style=\"width: 33.3333%;\">Nhanh, th\u1eddi gian th\u1ef1c, kh\u00f4ng b\u1ecb tr\u1ec5 m\u1ea1ng<\/td>\n<td style=\"width: 33.3333%;\">C\u00f3 \u0111\u1ed9 tr\u1ec5 do truy\u1ec1n t\u1ea3i d\u1eef li\u1ec7u qua Internet<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>B\u1ea3o m\u1eadt &amp; quy\u1ec1n ri\u00eang t\u01b0<\/strong><\/td>\n<td style=\"width: 33.3333%;\">D\u1eef li\u1ec7u \u1edf l\u1ea1i tr\u00ean thi\u1ebft b\u1ecb, \u00edt r\u1ee7i ro r\u00f2 r\u1ec9<\/td>\n<td style=\"width: 33.3333%;\">D\u1eef li\u1ec7u ph\u1ea3i g\u1eedi l\u00ean m\u00e1y ch\u1ee7, ph\u1ee5 thu\u1ed9c ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>Ph\u1ee5 thu\u1ed9c Internet<\/strong><\/td>\n<td style=\"width: 33.3333%;\">Kh\u00f4ng c\u1ea7n k\u1ebft n\u1ed1i m\u1ea1ng<\/td>\n<td style=\"width: 33.3333%;\">B\u1eaft bu\u1ed9c c\u00f3 Internet<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>Ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng<\/strong><\/td>\n<td style=\"width: 33.3333%;\">Ti\u1ebft ki\u1ec7m h\u01a1n nh\u1edd NPU\/DSP chuy\u00ean d\u1ee5ng<\/td>\n<td style=\"width: 33.3333%;\">Ph\u1ee5 thu\u1ed9c v\u00e0o h\u1ea1 t\u1ea7ng cloud, ti\u00eau t\u1ed1n n\u0103ng l\u01b0\u1ee3ng l\u1edbn<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng m\u00f4 h\u00ecnh<\/strong><\/td>\n<td style=\"width: 33.3333%;\">Gi\u1edbi h\u1ea1n do dung l\u01b0\u1ee3ng thi\u1ebft b\u1ecb<\/td>\n<td style=\"width: 33.3333%;\">C\u00f3 th\u1ec3 x\u1eed l\u00fd v\u00e0 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI quy m\u00f4 r\u1ea5t l\u1edbn<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>\u1ee8ng d\u1ee5ng ti\u00eau bi\u1ec3u<\/strong><\/td>\n<td style=\"width: 33.3333%;\">D\u1ecbch gi\u1ecdng n\u00f3i, x\u1eed l\u00fd \u1ea3nh, nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, Copilot offline, l\u00e1i xe t\u1ef1 h\u00e0nh<\/td>\n<td style=\"width: 33.3333%;\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh l\u1edbn, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, chatbot quy m\u00f4 to\u00e0n c\u1ea7u<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\"><strong>Tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng<\/strong><\/td>\n<td style=\"width: 33.3333%;\">Nhanh, ri\u00eang t\u01b0, c\u00e1 nh\u00e2n h\u00f3a<\/td>\n<td style=\"width: 33.3333%;\">Linh ho\u1ea1t, m\u1ea1nh m\u1ebd, ph\u00f9 h\u1ee3p cho x\u1eed l\u00fd ph\u1ee9c t\u1ea1p<\/td>\n<\/tr>\n<\/tbody>\n<\/table><p>T\u00f3m l\u1ea1i, On-Device AI mang l\u1ea1i t\u1ed1c \u0111\u1ed9, t\u00ednh ri\u00eang t\u01b0 v\u00e0 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng m\u1ecdi l\u00fac, trong khi Cloud AI l\u1ea1i m\u1ea1nh v\u1ec1 hi\u1ec7u n\u0103ng, <a href=\"https:\/\/vbee.vn\/blog\/ai\/cong-nghe-nen-tang-cua-ai\/\">d\u1eef li\u1ec7u l\u1edbn<\/a> v\u00e0 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n. Trong t\u01b0\u01a1ng lai, hai c\u00f4ng ngh\u1ec7 n\u00e0y s\u1ebd k\u1ebft h\u1ee3p th\u00e0nh m\u00f4 h\u00ecnh AI lai (Hybrid AI) \u0111\u1ec3 t\u1eadn d\u1ee5ng \u01b0u \u0111i\u1ec3m c\u1ee7a c\u1ea3 hai.<\/p><h2><span class=\"ez-toc-section\" id=\"6_Qualcomm_On-Device_AI_trong_ky_nguyen_Generative_AI\"><\/span>6. Qualcomm On-Device AI trong k\u1ef7 nguy\u00ean Generative AI<span class=\"ez-toc-section-end\"><\/span><\/h2><p>Khi th\u1ebf gi\u1edbi b\u01b0\u1edbc v\u00e0o th\u1eddi k\u1ef3 Generative AI &#8211; n\u01a1i m\u00e1y m\u00f3c c\u00f3 th\u1ec3 t\u1ea1o ra v\u0103n b\u1ea3n, \u00e2m thanh, h\u00ecnh \u1ea3nh v\u00e0 video, Qualcomm ti\u1ebfp t\u1ee5c gi\u1eef vai tr\u00f2 d\u1eabn \u0111\u1ea7u. C\u00e1c th\u1ebf h\u1ec7 chip m\u1edbi nh\u1ea5t c\u1ee7a h\u00e3ng c\u00f3 th\u1ec3 ch\u1ea1y tr\u1ef1c ti\u1ebfp c\u00e1c m\u00f4 h\u00ecnh t\u1ea1o n\u1ed9i dung m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 c\u00f3 m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y m\u1edbi \u0111\u1ee7 kh\u1ea3 n\u0103ng. Vi\u1ec7c t\u1ea1o m\u1ed9t b\u1ee9c tranh t\u1eeb v\u0103n b\u1ea3n m\u00f4 t\u1ea3 hay t\u00f3m t\u1eaft v\u0103n b\u1ea3n gi\u1edd \u0111\u00e2y ch\u1ec9 m\u1ea5t v\u00e0i gi\u00e2y v\u00e0 ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n offline.<\/p><p>\u0110i\u1ec1u n\u00e0y m\u1edf ra k\u1ef7 nguy\u00ean c\u1ee7a AI c\u00e1 nh\u00e2n h\u00f3a: m\u1ed7i ng\u01b0\u1eddi s\u1ebd c\u00f3 m\u1ed9t \u201ctr\u1ee3 l\u00fd th\u00f4ng minh\u201d ri\u00eang tr\u00ean thi\u1ebft b\u1ecb c\u1ee7a m\u00ecnh, lu\u00f4n s\u1eb5n s\u00e0ng ho\u1ea1t \u0111\u1ed9ng ngay c\u1ea3 khi kh\u00f4ng c\u00f3 m\u1ea1ng, \u0111\u1ed3ng th\u1eddi hi\u1ec3u r\u00f5 th\u00f3i quen v\u00e0 nhu c\u1ea7u c\u1ee7a ch\u1ee7 nh\u00e2n h\u01a1n bao gi\u1edd h\u1ebft.<\/p><figure id=\"attachment_27460\" aria-describedby=\"caption-attachment-27460\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-27460\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/On-Device-AI-trong-ky-nguyen-Generative-AI.webp\" alt=\"Qualcomm On-Device AI trong k\u1ef7 nguy\u00ean Generative AI\" width=\"768\" height=\"438\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/On-Device-AI-trong-ky-nguyen-Generative-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/10\/On-Device-AI-trong-ky-nguyen-Generative-AI-300x171.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-27460\" class=\"wp-caption-text\">Qualcomm On-Device AI trong k\u1ef7 nguy\u00ean Generative AI<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"7_Mot_so_cau_hoi_thuong_gap\"><\/span>7. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"71_On-Device_AI_co_manh_bang_ChatGPT_khong\"><\/span>7.1 On-Device AI c\u00f3 m\u1ea1nh b\u1eb1ng ChatGPT kh\u00f4ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Kh\u00f4ng, nh\u01b0ng n\u00f3 \u0111\u1ee7 m\u1ea1nh cho nhu c\u1ea7u c\u00e1 nh\u00e2n. <a href=\"https:\/\/vbee.vn\/blog\/openai\/chatgpt\/\">ChatGPT<\/a> c\u1ea7n h\u00e0ng ngh\u00ecn GPU, c\u00f2n On-Device AI t\u1ed1i \u01b0u cho t\u00e1c v\u1ee5 nhanh, l\u1eb7p l\u1ea1i.<\/p><h3><span class=\"ez-toc-section\" id=\"72_Dien_thoai_co_nong_khi_chay_AI_khong\"><\/span>7.2 \u0110i\u1ec7n tho\u1ea1i c\u00f3 n\u00f3ng khi ch\u1ea1y AI kh\u00f4ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>C\u00f3, tuy nhi\u00ean Qualcomm d\u00f9ng Dynamic Power Management s\u1ebd gi\u1edbi h\u1ea1n nhi\u1ec7t \u0111\u1ed9 d\u01b0\u1edbi 45\u00b0C, kh\u00f4ng \u1ea3nh h\u01b0\u1edfng tr\u1ea3i nghi\u1ec7m.<\/p><h3><span class=\"ez-toc-section\" id=\"73_Lam_sao_biet_dien_thoai_co_On-Device_AI\"><\/span>7.3 L\u00e0m sao bi\u1ebft \u0111i\u1ec7n tho\u1ea1i c\u00f3 On-Device AI?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>T\u00ecm chip Snapdragon 8 Gen 2 tr\u1edf l\u00ean ho\u1eb7c X Elite. Ki\u1ec3m tra t\u00ednh n\u0103ng nh\u01b0 \u201cLive Translate\u201d, \u201cAI Camera\u201d, \u201cCopilot+\u201d.<\/p><h3><span class=\"ez-toc-section\" id=\"74_Co_the_tu_chay_mo_hinh_AI_tren_dien_thoai_khong\"><\/span>7.4 C\u00f3 th\u1ec3 t\u1ef1 ch\u1ea1y m\u00f4 h\u00ecnh AI tr\u00ean \u0111i\u1ec7n tho\u1ea1i kh\u00f4ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Ho\u00e0n to\u00e0n c\u00f3 th\u1ec3! B\u1ea1n h\u00e3y d\u00f9ng Qualcomm AI Hub + <a href=\"https:\/\/vbee.vn\/blog\/google\/android-studio\/\">Android Studio<\/a> \u0111\u1ec3 tri\u1ec3n khai m\u00f4 h\u00ecnh ri\u00eang trong v\u00e0i gi\u1edd.<\/p><h3><span class=\"ez-toc-section\" id=\"75_On-Device_AI_co_thay_the_Cloud_khong\"><\/span>7.5 On-Device AI c\u00f3 thay th\u1ebf Cloud kh\u00f4ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>C\u00e2u tr\u1ea3 l\u1eddi l\u00e0 kh\u00f4ng. On-Device AI kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 ra \u0111\u1eddi \u0111\u1ec3 thay th\u1ebf Cloud AI, m\u00e0 l\u00e0 s\u1ef1 b\u1ed5 tr\u1ee3 ho\u00e0n h\u1ea3o cho nhau trong h\u1ec7 sinh th\u00e1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n nay.<\/p><p>Nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd tr\u1ef1c ti\u1ebfp, t\u1ed1c \u0111\u1ed9 t\u1ee9c th\u00ec v\u00e0 b\u1ea3o m\u1eadt cao, On-Device AI \u0111ang d\u1ea7n tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n cho th\u1ebf h\u1ec7 thi\u1ebft b\u1ecb hi\u1ec7n \u0111\u1ea1i. V\u1edbi s\u1ef1 ti\u00ean phong c\u1ee7a Qualcomm v\u00e0 nhi\u1ec1u h\u00e3ng c\u00f4ng ngh\u1ec7 kh\u00e1c, t\u01b0\u01a1ng lai m\u00e0 AI ho\u1ea1t \u0111\u1ed9ng m\u1ecdi l\u00fac, m\u1ecdi n\u01a1i ngay trong l\u00f2ng thi\u1ebft b\u1ecb b\u1ea1n \u0111ang c\u1ea7m \u0111\u00e3 kh\u00f4ng c\u00f2n xa.<\/p>","protected":false},"excerpt":{"rendered":"<p>On-Device AI l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p thi\u1ebft b\u1ecb th\u00f4ng minh x\u1eed l\u00fd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ngay tr\u00ean ch\u00ednh ph\u1ea7n c\u1ee9ng c\u1ee7a m\u00ecnh, thay v\u00ec ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u00e1m m\u00e2y. Nh\u1edd v\u1eady, t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n, b\u1ea3o m\u1eadt cao h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m pin. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 On-Device AI&#8230;<\/p>\n","protected":false},"author":17,"featured_media":27461,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[228],"tags":[],"class_list":["post-27457","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-qualcomm"],"_links":{"self":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/27457","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=27457"}],"version-history":[{"count":9,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/27457\/revisions"}],"predecessor-version":[{"id":30127,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/27457\/revisions\/30127"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/27461"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=27457"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=27457"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=27457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}