{"id":23665,"date":"2025-08-23T11:46:59","date_gmt":"2025-08-23T04:46:59","guid":{"rendered":"https:\/\/shadeofhue.com\/?page_id=23665"},"modified":"2026-08-24T15:54:39","modified_gmt":"2026-08-24T08:54:39","slug":"ai-terminology-100","status":"publish","type":"page","link":"https:\/\/shadeofhue.com\/vi\/ai-terminology-100\/","title":{"rendered":"Thu\u1eadt ng\u1eef AI c\u01a1 b\u1ea3n"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"23665\" class=\"elementor elementor-23665\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-369495eb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"369495eb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2960ca2c\" data-id=\"2960ca2c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a7c3e91 elementor-widget elementor-widget-html\" data-id=\"a7c3e91\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/fonts.googleapis.com\/css2?family=Mona+Sans:wght@200;300;400;500;600;700;800;900&display=swap\" \/>\n<link rel=\"stylesheet\" href=\"https:\/\/fonts.googleapis.com\/css2?family=Funnel+Sans:wght@300;400;500;600;700;800&display=swap\" \/>\n<style id=\"soh-resource-banner-full\">\nbody.page .top_site_main{\n  background-image:none !important;\n  background-color:transparent !important;\n  background-blend-mode:normal !important;\n  min-height:581px !important;\n  height:581px !important;\n  color:#373b48 !important;\n  overflow:hidden;\n  padding-top:0 !important;\n  position:relative !important;\n  box-sizing:border-box !important;\n}\nbody.page .top_site_main::before{\n  content:\"\";\n  position:absolute;\n  inset:0;\n  z-index:0;\n  background-image:url(https:\/\/shadeofhue.com\/wp-content\/themes\/eduma\/step-faq\/images\/Gleam-1.jpg);\n  background-size:cover;\n  background-position:center;\n  background-repeat:no-repeat;\n  pointer-events:none;\n}\nbody.page .top_site_main > .overlay-top-header{\n  background:#ffffffd9 !important;\n  background-color:#ffffffd9 !important;\n  opacity:1 !important;\n  pointer-events:none;\n  z-index:1;\n}\nbody.page .top_site_main .page-title-wrapper{\n  z-index:2;\n  position:absolute !important;\n  left:0 !important;\n  right:0 !important;\n  top:0 !important;\n  bottom:0 !important;\n  transform:none !important;\n  display:flex !important;\n  align-items:center !important;\n  justify-content:center !important;\n  width:100% !important;\n  height:100% !important;\n  min-height:100% !important;\n  margin:0 !important;\n  padding:0 !important;\n  padding-top:99px !important;\n  box-sizing:border-box !important;\n}\nbody.page .top_site_main .page-title-wrapper .banner-wrapper{\n  display:flex !important;\n  flex-direction:column !important;\n  justify-content:center !important;\n  align-items:flex-start !important;\n  text-align:left;\n  gap:24px;\n  max-width:1161px !important;\n  width:100%;\n  height:100% !important;\n  margin-left:auto !important;\n  margin-right:auto !important;\n  \/* 63px matches .site-content; 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*\/\n      transition: transform 0.2s;\n    }\n\n    .terminoligy-wrap .card:hover {\n      transform: translateY(-2px);\n    }\n\n    .terminoligy-wrap .icon {\n      width: 40px;\n      height: 40px;\n      background: #CCEEFF;\n      border-radius: 50%;\n      display: flex;\n      align-items: center;\n      justify-content: center;\n      font-weight: bold;\n      margin-right: 15px;\n      flex-shrink: 0;\n      font-size: 1rem;\n    }\n\n    .terminoligy-wrap .card-content {\n      flex: 1;\n    }\n\n    .terminoligy-wrap .term {\n      font-weight: bold;\n      font-size: 1.1rem;\n      margin-bottom: 5px;\n    }\n\n    .terminoligy-wrap .definition {\n      font-size: 0.95rem;\n      line-height: 1.4;\n      color: #555;\n    }\n  <\/style>\n<\/head>\n<body>\n  <div class=\"container\">\n    <h1>100 Thu\u1eadt ng\u1eef AI Th\u00f4ng d\u1ee5ng d\u00e0nh cho QA<\/h1>\n    <input type=\"text\" class=\"search-box\" placeholder=\"T\u1eeb kh\u00f3a t\u00ecm ki\u1ebfm...\" onkeyup=\"filterCards()\">\n\n    <div id=\"cards-container\">\n<\/div>\n\n<div id=\"no-results\" style=\"display:none; text-align:left; padding:20px; color:#333 ;\">\n  Kh\u00f4ng t\u00ecm th\u1ea5y k\u1ebft qu\u1ea3\n<\/div>\n\n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde0<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Giao th\u1ee9c A2A<\/div>\n          <div class=\"definition\">Ph\u01b0\u01a1ng ph\u00e1p giao ti\u1ebfp \u1ee8ng d\u1ee5ng sang \u1ee8ng d\u1ee5ng. QA c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c t\u01b0\u01a1ng t\u00e1c t\u1ef1 \u0111\u1ed9ng n\u00e0y an to\u00e0n v\u00e0 ho\u1ea1t \u0111\u1ed9ng \u0111\u00fang nh\u01b0 mong \u0111\u1ee3i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udce6<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Acceptance Thresholds (Metrics)<\/div>\n          <div class=\"definition\">M\u1ee9c hi\u1ec7u n\u0103ng t\u1ed1i thi\u1ec3u \u0111\u1ec3 release. Product team \u0111\u1ecbnh ngh\u0129a c\u00e1c ng\u01b0\u1ee1ng n\u00e0y v\u00e0 QA \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh \u0111\u00e3 s\u1eb5n s\u00e0ng tri\u1ec3n khai hay ch\u01b0a.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Accuracy (Metric)<\/div>\n          <div class=\"definition\">T\u1ef7 l\u1ec7 ph\u1ea7n tr\u0103m d\u1ef1 \u0111o\u00e1n \u0111\u00fang. QA d\u00f9ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 \u0111\u00fang t\u1ed5ng th\u1ec3 c\u1ee7a m\u00f4 h\u00ecnh tr\u00ean t\u1eadp test.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\u2699\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Adaptive Testing<\/div>\n          <div class=\"definition\">Th\u1eed nghi\u1ec7m thay \u0111\u1ed5i khi AI ph\u00e1t tri\u1ec3n. QA li\u00ean t\u1ee5c \u0111i\u1ec1u ch\u1ec9nh c\u00e1c k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ec3 x\u00e1c th\u1ef1c h\u00e0nh vi ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udfaf<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Adversarial<\/div>\n          <div class=\"definition\">Thao t\u00e1c \u0111\u1ea7u v\u00e0o c\u00f3 ch\u1ee7 \u00fd \u0111\u1ec3 \u0111\u00e1nh l\u1eeba c\u00e1c m\u00f4 h\u00ecnh. QA ki\u1ec3m tra \u0111\u1ed9 b\u1ec1n c\u1ee7a m\u00f4 h\u00ecnh tr\u01b0\u1edbc c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng nh\u01b0 v\u1eady.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\uddbc\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">AGI<\/div>\n          <div class=\"definition\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ed5ng h\u1ee3p: M\u1ed9t AI l\u00fd thuy\u1ebft c\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 th\u1ef1c hi\u1ec7n b\u1ea5t k\u1ef3 nhi\u1ec7m v\u1ee5 n\u00e0o gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddi. \u0110\u00f3 l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 hi\u1ec3u s\u1ef1 ti\u1ebfn h\u00f3a c\u1ee7a AI.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\u2699\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">AI Agents<\/div>\n          <div class=\"definition\">C\u00e1c th\u00e0nh ph\u1ea7n t\u1ef1 tr\u1ecb c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5 m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi. QA c\u00f3 th\u1ec3 c\u1ea7n ki\u1ec3m tra t\u00ednh t\u1ef1 ch\u1ee7, \u0111\u1ed9 tin c\u1eady v\u00e0 an to\u00e0n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udce6<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">AI Alignment<\/div>\n          <div class=\"definition\">\u0110\u1ea3m b\u1ea3o h\u00e0nh vi AI lu\u00f4n ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau c\u1ee7a con ng\u01b0\u1eddi v\u00e0 k\u1ef3 v\u1ecdng v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c. QA th\u01b0\u1eddng xuy\u00ean ki\u1ec3m tra s\u1ef1 an to\u00e0n, c\u00f4ng b\u1eb1ng v\u00e0 c\u00e1c h\u00e0nh vi ngo\u00e0i \u00fd mu\u1ed1n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\ude80<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">AI Model<\/div>\n          <div class=\"definition\">M\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o (v\u00ed d\u1ee5: m\u1ea1ng th\u1ea7n kinh) \u00e1nh x\u1ea1 \u0111\u1ea7u v\u00e0o th\u00e0nh \u0111\u1ea7u ra. Ng\u01b0\u1eddi ki\u1ec3m tra th\u01b0\u1eddng x\u00e1c nh\u1eadn n\u00f3 d\u1ef1a tr\u00ean hi\u1ec7u su\u1ea5t, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p nguy hi\u1ec3m d\u1ef1 ki\u1ebfn.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">AI Wrapper<\/div>\n          <div class=\"definition\">M\u1ed9t l\u1edbp ph\u1ea7n m\u1ec1m ho\u1eb7c \u1ee9ng d\u1ee5ng gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c truy c\u1eadp v\u00e0o c\u00e1c m\u00f4 h\u00ecnh AI. QA s\u1ebd ki\u1ec3m tra gi\u1ed1ng nh\u01b0 ki\u1ec3m tra b\u1ea5t k\u1ef3 \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m n\u00e0o trong b\u1ed1i c\u1ea3nh c\u00e1c ch\u1ee9c n\u0103ng do AI \u0111i\u1ec1u khi\u1ec3n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcdd<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Algorithm<\/div>\n          <div class=\"definition\">B\u1ed9 quy t\u1eafc ho\u1eb7c logic c\u01a1 b\u1ea3n m\u00e0 AI tu\u00e2n theo. Ng\u01b0\u1eddi ki\u1ec3m tra c\u00f3 th\u1ec3 x\u00e1c minh t\u00ednh nh\u1ea5t qu\u00e1n logic v\u00e0 kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">ANN (Artificial Neural Network)<\/div>\n          <div class=\"definition\">M\u1ed9t m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb b\u1ed9 n\u00e3o. QA c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a \u0111\u1ea7u ra, x\u1eed l\u00fd tr\u01b0\u1eddng h\u1ee3p kh\u00f3 kh\u0103n, c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 trang b\u1ecb qu\u00e1 m\u1ee9c\/kh\u00f4ng ph\u00f9 h\u1ee3p, v.v.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcdd<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Artificial Intelligence<\/div>\n          <div class=\"definition\">H\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh b\u1eaft ch\u01b0\u1edbc tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. Ng\u01b0\u1eddi ki\u1ec3m tra QA \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 h\u1ecd th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5 m\u1ed9t c\u00e1ch \u0111\u00e1ng tin c\u1eady v\u00e0 an to\u00e0n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcca<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Assistant Role (In Prompt Engineering)<\/div>\n          <div class=\"definition\">H\u00e0nh vi ph\u1ea3n \u1ee9ng c\u1ee7a AI. QA ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c, gi\u1ecdng \u0111i\u1ec7u v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a nhi\u1ec7m v\u1ee5 sau \u0111\u00e2y.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Autonomous<\/div>\n          <div class=\"definition\">\u0110\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp. QA ki\u1ec3m tra \u0111\u1ec3 x\u00e1c nh\u1eadn xem c\u00e1c t\u00e1c nh\u00e2n c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c nh\u01b0 mong \u0111\u1ee3i v\u00e0 an to\u00e0n hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcdd<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Bias<\/div>\n          <div class=\"definition\">Khi m\u1ed9t ng\u01b0\u1eddi m\u1eabu th\u1ec3 hi\u1ec7n s\u1ef1 \u01b0u ti\u00ean kh\u00f4ng c\u00f4ng b\u1eb1ng. QA ki\u1ec3m tra hi\u1ec7u su\u1ea5t gi\u1eefa c\u00e1c nh\u00f3m kh\u00e1c nhau \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1ef1 thi\u00ean v\u1ecb.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udfaf<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Bidirectional Testing<\/div>\n          <div class=\"definition\">\u0110\u00e1nh gi\u00e1 c\u00e1ch \u0111\u1ea7u v\u00e0o \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ea7u ra v\u00e0 c\u00e1ch \u0111\u1ea7u ra c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ea7u v\u00e0o ho\u1eb7c l\u1eddi nh\u1eafc ti\u1ebfp theo. QA ki\u1ec3m tra c\u1ea3 hai h\u01b0\u1edbng \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n ho\u1eb7c ph\u1ee5 thu\u1ed9c v\u00f2ng tr\u00f2n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Chain-of-Thought (CoT) Prompting<\/div>\n          <div class=\"definition\">Khuy\u1ebfn kh\u00edch AI suy lu\u1eadn t\u1eebng b\u01b0\u1edbc. QA ki\u1ec3m tra t\u00ednh ch\u00ednh x\u00e1c v\u00e0 m\u1ea1ch l\u1ea1c c\u1ee7a t\u1eebng b\u01b0\u1edbc l\u00fd lu\u1eadn.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udce6<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Chatbot<\/div>\n          <div class=\"definition\">M\u1ed9t h\u1ec7 th\u1ed1ng AI t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. Ng\u01b0\u1eddi ki\u1ec3m th\u1eed \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng hi\u1ec3u ng\u00f4n ng\u1eef, c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u1eb7c bi\u1ec7t v\u00e0 ph\u1ea1m vi m\u1ee5c \u0111\u00edch.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcca<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">CNN (Convolutional Neural Network)<\/div>\n          <div class=\"definition\">M\u1ed9t m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh t\u1ed1t nh\u1ea5t \u0111\u1ec3 x\u1eed l\u00fd h\u00ecnh \u1ea3nh. QA ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ph\u00e2n lo\u1ea1i h\u00ecnh \u1ea3nh v\u00e0 kh\u1ea3 n\u0103ng ch\u1ed1ng bi\u1ebfn d\u1ea1ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Computer Vision<\/div>\n          <div class=\"definition\">AI di\u1ec5n gi\u1ea3i \u0111\u1ea7u v\u00e0o tr\u1ef1c quan. C\u00e1c th\u1eed nghi\u1ec7m QA bao g\u1ed3m ph\u00e1t hi\u1ec7n c\u1ea1nh, \u0111\u1ed9 ch\u00ednh x\u00e1c nh\u1eadn d\u1ea1ng \u0111\u1ed1i t\u01b0\u1ee3ng v\u00e0 kh\u1ea3 n\u0103ng ch\u1ed1ng nhi\u1ec5u.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Concept Drift<\/div>\n          <div class=\"definition\">\u0110i\u1ec1u n\u00e0y x\u1ea3y ra khi nh\u1eefng g\u00ec m\u1ed9t m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n b\u1eaft \u0111\u1ea7u c\u00f3 \u00fd ngh\u0129a kh\u00e1c theo th\u1eddi gian\u2014ch\u1eb3ng h\u1ea1n nh\u01b0 khi \u201cgian l\u1eadn\u201d trong d\u1eef li\u1ec7u t\u00e0i ch\u00ednh thay \u0111\u1ed5i do c\u00e1c chi\u1ebfn thu\u1eadt l\u1eeba \u0111\u1ea3o m\u1edbi. QA Ng\u01b0\u1eddi ki\u1ec3m tra ki\u1ec3m tra xem d\u1ef1 \u0111o\u00e1n c\u1ee7a m\u00f4 h\u00ecnh c\u00f3 c\u00f2n ph\u00f9 h\u1ee3p v\u1edbi th\u1ef1c t\u1ebf hi\u1ec7n t\u1ea1i hay kh\u00f4ng v\u00e0 li\u1ec7u nh\u00e3n c\u00f3 c\u1ea7n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Context<\/div>\n          <div class=\"definition\">L\u1ecbch s\u1eed d\u1eef li\u1ec7u li\u00ean quan m\u00e0 AI s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh. Ng\u01b0\u1eddi ki\u1ec3m tra ki\u1ec3m tra xem n\u00f3 c\u00f3 \u0111\u01b0\u1ee3c b\u1ea3o tr\u00ec v\u00e0 s\u1eed d\u1ee5ng \u0111\u00fang c\u00e1ch hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udee0\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Context Injection Testing<\/div>\n          <div class=\"definition\">M\u00f4 ph\u1ecfng c\u00e1c t\u00ecnh hu\u1ed1ng trong \u0111\u00f3 th\u00f4ng tin \u0111\u1ea7u v\u00e0o theo ng\u1eef c\u1ea3nh c\u00f3 th\u1ec3 thao t\u00fang ho\u1eb7c can thi\u1ec7p v\u00e0o l\u1eddi nh\u1eafc c\u1ee7a h\u1ec7 th\u1ed1ng. QA x\u00e1c minh c\u00e1c l\u1edbp ph\u00f2ng th\u1ee7 v\u00e0 c\u00e1ch ly k\u1ecbp th\u1eddi.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\ude80<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Context Window<\/div>\n          <div class=\"definition\">V\u0103n b\u1ea3n \u0111\u1ea7u v\u00e0o t\u1ed1i \u0111a LLM c\u00f3 th\u1ec3 xem x\u00e9t. QA ki\u1ec3m tra hi\u1ec7u \u1ee9ng c\u1eaft ng\u1eafn v\u00e0 suy gi\u1ea3m ph\u1ea3n h\u1ed3i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\ude80<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Continuous Learning<\/div>\n          <div class=\"definition\">AI c\u1ea3i thi\u1ec7n b\u1eb1ng c\u00e1ch h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u m\u1edbi. QA ki\u1ec3m tra c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt m\u00f4 h\u00ecnh trong khi n\u00f3 kh\u00f4ng \u0111\u01b0a ra h\u1ed3i quy.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcc8<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Co-piloting<\/div>\n          <div class=\"definition\">H\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n ho\u1eb7c th\u1eed nghi\u1ec7m \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI. QA x\u00e1c th\u1ef1c t\u00ednh ch\u00ednh x\u00e1c, t\u00ednh h\u1eefu \u00edch v\u00e0 t\u00edch h\u1ee3p quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a \u0111\u1ec1 xu\u1ea5t.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udee0\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Customize ChatGPT<\/div>\n          <div class=\"definition\">S\u1eeda \u0111\u1ed5i h\u00e0nh vi c\u1ee7a ChatGPT b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng h\u01b0\u1edbng d\u1eabn c\u1ee7a h\u1ec7 th\u1ed1ng. \u0110\u00e2y l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch \u0111\u1ec3 t\u00f9y ch\u1ec9nh ChatGPT \u0111\u1ec3 c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra t\u1ed1t h\u01a1n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\ude80<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Data Dependency<\/div>\n          <div class=\"definition\">AI ph\u1ee5 thu\u1ed9c r\u1ea5t nhi\u1ec1u v\u00e0o d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o. QA ki\u1ec3m tra c\u00e1c t\u1eadp d\u1eef li\u1ec7u \u0111a d\u1ea1ng, mang t\u00ednh \u0111\u1ea1i di\u1ec7n v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng cao.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Data Drift<\/div>\n          <div class=\"definition\">Khi d\u1eef li\u1ec7u \u0111\u1ebfn chuy\u1ec3n t\u1eeb d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o. QA ph\u00e1t hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn gi\u1ea3m hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Data Science<\/div>\n          <div class=\"definition\">Tr\u01b0\u1eddng t\u1eadp trung v\u00e0o vi\u1ec7c tr\u00edch xu\u1ea5t th\u00f4ng tin chuy\u00ean s\u00e2u t\u1eeb d\u1eef li\u1ec7u. QA c\u00f3 th\u1ec3 x\u00e1c th\u1ef1c c\u00e1c m\u00f4 h\u00ecnh do c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u x\u00e2y d\u1ef1ng v\u00e0 t\u00ednh ch\u00ednh x\u00e1c c\u1ee7a \u0111\u01b0\u1eddng d\u1eabn d\u1eef li\u1ec7u.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Dataset<\/div>\n          <div class=\"definition\">M\u1ed9t t\u1eadp h\u1ee3p d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o ho\u1eb7c th\u1eed nghi\u1ec7m. QA ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a nh\u00e3n v\u00e0 \u0111\u1ed9 l\u1ec7ch.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcc8<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Deep Learning<\/div>\n          <div class=\"definition\">T\u1eadp h\u1ee3p con c\u1ee7a ML v\u1edbi c\u00e1c m\u1ea1ng th\u1ea7n kinh ph\u00e2n l\u1edbp. QA c\u00f3 th\u1ec3 ki\u1ec3m tra t\u00ednh kh\u00e1i qu\u00e1t h\u00f3a, kh\u1edbp qu\u00e1 m\u1ee9c v\u00e0 t\u00ednh \u0111\u00fang \u0111\u1eafn c\u1ee7a suy lu\u1eadn.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Embedding<\/div>\n          <div class=\"definition\">C\u00e1c vect\u01a1 s\u1ed1 \u0111\u1ea1i di\u1ec7n cho c\u00e1c t\u1eeb\/c\u1ee5m t\u1eeb. QA x\u00e1c th\u1ef1c kh\u1ea3 n\u0103ng ph\u00e2n c\u1ee5m, \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng v\u00e0 t\u00ednh nh\u1ea5t qu\u00e1n v\u1ec1 ng\u1eef ngh\u0129a.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcc8<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Ethics or Ethical Considerations<\/div>\n          <div class=\"definition\">S\u1eed d\u1ee5ng AI c\u00f3 tr\u00e1ch nhi\u1ec7m. QA ki\u1ec3m tra s\u1ef1 thi\u00ean v\u1ecb, l\u1ea1m d\u1ee5ng v\u00e0 c\u00e1c k\u1ebft qu\u1ea3 c\u00f3 h\u1ea1i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udee0\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Explainability<\/div>\n          <div class=\"definition\">Con ng\u01b0\u1eddi c\u00f3 th\u1ec3 hi\u1ec3u c\u00e1c quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI t\u1ed1t \u0111\u1ebfn m\u1ee9c n\u00e0o. QA ki\u1ec3m tra xem c\u00e1c gi\u1ea3i th\u00edch c\u00f3 s\u1eb5n, trung th\u1ef1c v\u00e0 h\u1eefu \u00edch hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">F1-Score (Metric)<\/div>\n          <div class=\"definition\">C\u00e2n b\u1eb1ng gi\u1eefa \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 thu h\u1ed3i. QA s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u su\u1ea5t trong c\u00e1c t\u1eadp d\u1eef li\u1ec7u m\u1ea5t c\u00e2n b\u1eb1ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Fairness<\/div>\n          <div class=\"definition\">S\u1ef1 c\u00f4ng b\u1eb1ng trong k\u1ebft qu\u1ea3 \u0111\u1ea7u ra c\u1ee7a m\u00f4 h\u00ecnh gi\u1eefa nh\u1eefng ng\u01b0\u1eddi d\u00f9ng. QA b\u00e0i ki\u1ec3m tra kh\u00f4ng c\u00f3 nh\u00f3m n\u00e0o b\u1ecb thi\u1ec7t th\u00f2i m\u1ed9t c\u00e1ch kh\u00f4ng c\u00f4ng b\u1eb1ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Few-shot Prompting<\/div>\n          <div class=\"definition\">AI \u0111\u01b0\u1ee3c \u0111\u01b0a ra m\u1ed9t v\u00e0i v\u00ed d\u1ee5 tr\u01b0\u1edbc khi tr\u1ea3 l\u1eddi. QA x\u00e1c th\u1ef1c vi\u1ec7c h\u1ecdc t\u1eeb c\u00e1c v\u00ed d\u1ee5 nh\u1ecf v\u00e0 \u0111\u1ecbnh d\u1ea1ng \u0111\u1ea7u ra ph\u00f9 h\u1ee3p.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Fine-tuning<\/div>\n          <div class=\"definition\">\u0110\u00e0o t\u1ea1o b\u1ed5 sung v\u1ec1 d\u1eef li\u1ec7u c\u1ee5 th\u1ec3. QA so s\u00e1nh hi\u1ec7u su\u1ea5t tr\u01b0\u1edbc v\u00e0 sau khi tinh ch\u1ec9nh.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Foundation Model<\/div>\n          <div class=\"definition\">M\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc l\u1edbn c\u00f3 th\u1ec3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u nhi\u1ec7m v\u1ee5. QA \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng, hi\u1ec7u qu\u1ea3 v\u00e0 r\u1ee7i ro c\u1ee7a vi\u1ec7c kh\u00e1i qu\u00e1t h\u00f3a qu\u00e1 m\u1ee9c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\uddbc\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Frequency Penalty<\/div>\n          <div class=\"definition\">Gi\u1ea3m s\u1ef1 l\u1eb7p l\u1ea1i b\u1eb1ng c\u00e1ch gi\u1ea3m kh\u1ea3 n\u0103ng l\u1eb7p l\u1ea1i c\u00e1c t\u1eeb. QA \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi t\u00ednh d\u01b0 th\u1eeba v\u00e0 t\u00ednh m\u1ea1ch l\u1ea1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">G.U.I.D.E. Prompting Formular<\/div>\n          <div class=\"definition\">M\u1ed9t c\u00e1ch c\u00f3 c\u1ea5u tr\u00fac (M\u1ee5c ti\u00eau-Ng\u01b0\u1eddi d\u00f9ng-H\u01b0\u1edbng d\u1eabn-Chi ti\u1ebft-V\u00ed d\u1ee5) \u0111\u1ec3 thi\u1ebft k\u1ebf c\u00e1c l\u1eddi nh\u1eafc hi\u1ec7u qu\u1ea3. QA s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c l\u1eddi nh\u1eafc t\u1ed1t h\u01a1n nh\u1eb1m t\u1ea1o ra c\u00e1c k\u1ebft qu\u1ea3 \u0111\u1ea7u ra AI nh\u1ea5t qu\u00e1n v\u00e0 ph\u00f9 h\u1ee3p.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Generative AI<\/div>\n          <div class=\"definition\">AI t\u1ea1o ra n\u1ed9i dung (v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, v.v.). QA x\u00e1c nh\u1eadn t\u00ednh s\u00e1ng t\u1ea1o so v\u1edbi kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t, s\u1ef1 an to\u00e0n v\u00e0 t\u00ednh th\u1ef1c t\u1ebf.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde0<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">GPU<\/div>\n          <div class=\"definition\">Ph\u1ea7n c\u1ee9ng \u0111\u1ed3 h\u1ecda \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ch\u1ea1y AI hi\u1ec7u qu\u1ea3. QA c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t vi\u1ec7c s\u1eed d\u1ee5ng v\u00e0 hi\u1ec7u su\u1ea5t GPU khi c\u00f3 t\u1ea3i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\uddbc\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Ground Truth<\/div>\n          <div class=\"definition\">D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c d\u00e1n nh\u00e3n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m c\u00e2u tr\u1ea3 l\u1eddi \u0111\u00fang trong qu\u00e1 tr\u00ecnh ki\u1ec3m tra. Ng\u01b0\u1eddi ki\u1ec3m tra x\u00e1c nh\u1eadn k\u1ebft qu\u1ea3 \u0111\u1ea7u ra c\u1ee7a m\u00f4 h\u00ecnh d\u1ef1a tr\u00ean th\u1ef1c t\u1ebf c\u01a1 b\u1ea3n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\ude80<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Hallucination<\/div>\n          <div class=\"definition\">Khi m\u00f4 h\u00ecnh t\u1ea1o ra n\u1ed9i dung sai l\u1ec7ch ho\u1eb7c g\u00e2y hi\u1ec3u nh\u1ea7m. Ng\u01b0\u1eddi ki\u1ec3m tra x\u00e1c \u0111\u1ecbnh v\u00e0 b\u00e1o c\u00e1o k\u1ebft qu\u1ea3 \u0111\u1ea7u ra kh\u00f4ng ch\u00ednh x\u00e1c ho\u1eb7c v\u00f4 ngh\u0129a.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Human-in-the-Loop (HITL) Testing<\/div>\n          <div class=\"definition\">Con ng\u01b0\u1eddi x\u00e1c nh\u1eadn ho\u1eb7c s\u1eeda c\u00e1c quy\u1ebft \u0111\u1ecbnh ki\u1ec3u m\u1eabu. QA bao g\u1ed3m HITL nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a vi\u1ec7c \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcc8<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Inference<\/div>\n          <div class=\"definition\">M\u00f4 h\u00ecnh \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n t\u1eeb \u0111\u1ea7u v\u00e0o. QA ki\u1ec3m tra d\u1ef1 \u0111o\u00e1n l\u00e0 ch\u00ednh x\u00e1c, nhanh ch\u00f3ng v\u00e0 c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcca<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Instruction Collision Testing<\/div>\n          <div class=\"definition\">Ki\u1ec3m tra \u0111i\u1ec1u g\u00ec x\u1ea3y ra khi c\u00f3 nhi\u1ec1u h\u01b0\u1edbng d\u1eabn xung \u0111\u1ed9t. QA ki\u1ec3m tra xem m\u00f4 h\u00ecnh c\u00f3 \u01b0u ti\u00ean ho\u1eb7c k\u1ebft h\u1ee3p c\u00e1c h\u01b0\u1edbng xung \u0111\u1ed9t m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">LLM (Large Language Model)<\/div>\n          <div class=\"definition\">M\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u1eb1ng v\u0103n b\u1ea3n l\u1edbn nh\u01b0 GPT-4. QA ki\u1ec3m tra t\u00ednh ch\u00ednh x\u00e1c, \u0111\u1ed9 tin c\u1eady v\u00e0 s\u1ef1 tu\u00e2n th\u1ee7 c\u00e1c r\u00e0ng bu\u1ed9c c\u1ee7a k\u1ebft qu\u1ea3 \u0111\u1ea7u ra.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udce6<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Machine Learning<\/div>\n          <div class=\"definition\">AI h\u1ecdc t\u1eeb d\u1eef li\u1ec7u. QA ki\u1ec3m tra h\u1ec7 th\u1ed1ng ML tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u, b\u1ea3n ph\u00e2n ph\u1ed1i v\u00e0 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng kh\u00e1c nhau.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde0<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Max Tokens<\/div>\n          <div class=\"definition\">S\u1ed1 l\u01b0\u1ee3ng t\u1eeb ho\u1eb7c k\u00fd t\u1ef1 t\u1ed1i \u0111a m\u00e0 AI c\u00f3 th\u1ec3 t\u1ea1o ra. Ng\u01b0\u1eddi ki\u1ec3m tra QA x\u00e1c th\u1ef1c r\u1eb1ng c\u00e1c ph\u1ea3n h\u1ed3i t\u00f4n tr\u1ecdng gi\u1edbi h\u1ea1n n\u00e0y v\u00e0 kh\u00f4ng b\u1ecb c\u1eaft b\u1edbt \u0111\u1ed9t ng\u1ed9t.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">MCP (Model Context Protocol)<\/div>\n          <div class=\"definition\">Khung giao th\u1ee9c \u0111\u1ec3 truy\u1ec1n th\u00f4ng tin c\u01a1 b\u1ea3n\u2014nh\u01b0 l\u1ecbch s\u1eed ng\u01b0\u1eddi d\u00f9ng, c\u00e0i \u0111\u1eb7t ho\u1eb7c d\u1eef li\u1ec7u t\u00e1c v\u1ee5\u2014\u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u1ec3 ch\u00fang c\u00f3 th\u1ec3 ph\u1ea3n h\u1ed3i ch\u00ednh x\u00e1c h\u01a1n. Ng\u01b0\u1eddi ki\u1ec3m tra QA x\u00e1c th\u1ef1c r\u1eb1ng b\u1ed1i c\u1ea3nh n\u00e0y \u0111\u01b0\u1ee3c ph\u00e2n ph\u1ed1i ch\u00ednh x\u00e1c v\u00e0 m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng ph\u00f9 h\u1ee3p d\u1ef1a tr\u00ean b\u1ed1i c\u1ea3nh \u0111\u00f3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">MLOps<\/div>\n          <div class=\"definition\">Th\u1ef1c ti\u1ec5n v\u1eadn h\u00e0nh cho v\u00f2ng \u0111\u1eddi ML. QA c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh khi tri\u1ec3n khai, l\u1eadp phi\u00ean b\u1ea3n v\u00e0 qu\u00e1 tr\u00ecnh gi\u00e1m s\u00e1t.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Model Architecture<\/div>\n          <div class=\"definition\">Thi\u1ebft k\u1ebf ho\u1eb7c c\u1ea5u tr\u00fac c\u1ee7a m\u00f4 h\u00ecnh AI. QA c\u00f3 th\u1ec3 ki\u1ec3m tra s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 hi\u1ec7u su\u1ea5t gi\u1eefa c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\u2699\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Model Drift<\/div>\n          <div class=\"definition\">Khi h\u00e0nh vi c\u1ee7a m\u00f4 h\u00ecnh thay \u0111\u1ed5i theo th\u1eddi gian. QA gi\u00e1m s\u00e1t m\u1ee9c \u0111\u1ed9 suy gi\u1ea3m \u0111\u1ed9 ch\u00ednh x\u00e1c ho\u1eb7c nh\u1eefng d\u1ef1 \u0111o\u00e1n kh\u00f4ng mong mu\u1ed1n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Multimodal Testing<\/div>\n          <div class=\"definition\">X\u00e1c th\u1ef1c c\u00e1c m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng nhi\u1ec1u lo\u1ea1i \u0111\u1ea7u v\u00e0o (v\u00ed d\u1ee5: v\u0103n b\u1ea3n + h\u00ecnh \u1ea3nh). QA ki\u1ec3m tra xem h\u1ec7 th\u1ed1ng c\u00f3 x\u1eed l\u00fd v\u00e0 k\u1ebft h\u1ee3p d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o ch\u00ednh x\u00e1c hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde0<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Natural Language Processing (NLP)<\/div>\n          <div class=\"definition\">AI x\u1eed l\u00fd v\u00e0 hi\u1ec3u ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. Ng\u01b0\u1eddi ki\u1ec3m tra x\u00e1c nh\u1eadn kh\u1ea3 n\u0103ng nh\u1eadn d\u1ea1ng \u00fd \u0111\u1ecbnh, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ng\u00f4n ng\u1eef v\u00e0 ph\u1ea3n h\u1ed3i theo ng\u1eef c\u1ea3nh.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Neural Network<\/div>\n          <div class=\"definition\">M\u1ed9t lo\u1ea1i m\u00f4 h\u00ecnh l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. QA c\u00f3 th\u1ec3 ki\u1ec3m tra xem vi\u1ec7c h\u1ecdc c\u00f3 hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c n\u1ebfu c\u00f3 th\u1ec3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\u2699\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Overfitting<\/div>\n          <div class=\"definition\">Khi m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng t\u1ed1t tr\u00ean d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n nh\u01b0ng k\u00e9m tr\u00ean d\u1eef li\u1ec7u m\u1edbi. QA s\u1eed d\u1ee5ng b\u1ed9 ki\u1ec3m tra ho\u1eb7c nh\u00f3m ki\u1ec3m tra \u0111\u1ec3 ph\u00e1t hi\u1ec7n n\u00f3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Parameters<\/div>\n          <div class=\"definition\">C\u00e1c tr\u1ecdng s\u1ed1 b\u00ean trong m\u00e0 m\u00f4 h\u00ecnh h\u1ecdc \u0111\u01b0\u1ee3c. QA kh\u00f4ng tr\u1ef1c ti\u1ebfp ki\u1ec3m tra ch\u00fang nh\u01b0ng ch\u00fang \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Precision (Metric)<\/div>\n          <div class=\"definition\">T\u00ednh \u0111\u00fang \u0111\u1eafn gi\u1eefa c\u00e1c d\u1ef1 \u0111o\u00e1n t\u00edch c\u1ef1c. QA s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 ki\u1ec3m tra k\u1ebft qu\u1ea3 d\u01b0\u01a1ng t\u00ednh gi\u1ea3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Presence Penalty<\/div>\n          <div class=\"definition\">Kh\u00f4ng khuy\u1ebfn kh\u00edch s\u1eed d\u1ee5ng nh\u1eefng t\u1eeb \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp. QA ki\u1ec3m tra t\u00ednh m\u1edbi v\u00e0 lu\u1ed3ng logic trong k\u1ebft qu\u1ea3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcca<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Pre-trained Transformer<\/div>\n          <div class=\"definition\">M\u1ed9t m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 d\u1eef li\u1ec7u l\u1edbn v\u00e0 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh cho c\u00e1c nhi\u1ec7m v\u1ee5 m\u1edbi. QA ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng th\u00edch \u1ee9ng v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c c\u00f2n s\u00f3t l\u1ea1i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Pretraining<\/div>\n          <div class=\"definition\">\u0110\u00e0o t\u1ea1o quy m\u00f4 l\u1edbn ban \u0111\u1ea7u v\u1ec1 d\u1eef li\u1ec7u chung. QA c\u00f3 th\u1ec3 ki\u1ec3m tra kh\u1ea3 n\u0103ng chuy\u1ec3n giao ki\u1ebfn \u200b\u200bth\u1ee9c trong qu\u00e1 tr\u00ecnh tinh ch\u1ec9nh.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Privacy<\/div>\n          <div class=\"definition\">B\u1ea3o v\u1ec7 d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng. QA ki\u1ec3m tra r\u00f2 r\u1ec9 d\u1eef li\u1ec7u, s\u1ef1 c\u1ed1 ghi nh\u1eadt k\u00fd v\u00e0 vi\u1ec7c tu\u00e2n th\u1ee7 c\u00e1c ch\u00ednh s\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Probabilistic Outputs<\/div>\n          <div class=\"definition\">AI cung c\u1ea5p k\u1ebft qu\u1ea3 \u0111\u1ea7u ra v\u1edbi \u0111\u1ed9 tin c\u1eady kh\u00e1c nhau. QA \u0111\u00e1nh gi\u00e1 ng\u01b0\u1ee1ng ch\u1eafc ch\u1eafn v\u00e0 s\u1ef1 thay \u0111\u1ed5i k\u1ebft qu\u1ea3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Prompt Engineering<\/div>\n          <div class=\"definition\">T\u1ea1o c\u00e1c l\u1eddi nh\u1eafc \u0111\u1ea7u v\u00e0o \u0111\u1ec3 h\u01b0\u1edbng d\u1eabn h\u00e0nh vi c\u1ee7a m\u00f4 h\u00ecnh. QA t\u1ea1o ra c\u00e1c b\u1ed9 g\u1ee3i \u00fd \u0111\u1ec3 ki\u1ec3m tra t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 tu\u00e2n th\u1ee7.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde9<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Prompt Entanglement Testing<\/div>\n          <div class=\"definition\">Ki\u1ec3m tra xem nh\u1eefng l\u1eddi nh\u1eafc tr\u01b0\u1edbc \u0111\u00f3 c\u00f3 v\u00f4 t\u00ecnh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn nh\u1eefng ph\u1ea3n h\u1ed3i sau n\u00e0y hay kh\u00f4ng. QA \u0111\u1ea3m b\u1ea3o c\u00e1c phi\u00ean nh\u1eafc nh\u1edf \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh ph\u1ea1m vi ch\u00ednh x\u00e1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde0<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">RAG (Retrieval-Augmented Generation)<\/div>\n          <div class=\"definition\">M\u1ed9t ki\u1ebfn \u200b\u200btr\u00fac m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm \u0111\u1ec3 n\u00e2ng cao k\u1ebft qu\u1ea3 \u0111\u1ea7u ra. QA x\u00e1c th\u1ef1c n\u1ec1n t\u1ea3ng, \u0111\u1ed9 ch\u00ednh x\u00e1c khi truy xu\u1ea5t v\u00e0 ph\u00e2n b\u1ed5 ngu\u1ed3n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Reasoning Model<\/div>\n          <div class=\"definition\">C\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c nhi\u1ec7m v\u1ee5 logic. QA ki\u1ec3m tra chu\u1ed7i suy ngh\u0129, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a suy lu\u1eadn v\u00e0 \u0111\u1ed9 ch\u1eafc ch\u1eafn c\u1ee7a l\u00fd lu\u1eadn.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde9<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Recall (Metric)<\/div>\n          <div class=\"definition\">Kh\u1ea3 n\u0103ng t\u00ecm th\u1ea5y t\u1ea5t c\u1ea3 c\u00e1c m\u1eb7t t\u00edch c\u1ef1c c\u00f3 li\u00ean quan. QA s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 ki\u1ec3m tra c\u00e1c k\u1ebft qu\u1ea3 \u00e2m t\u00ednh gi\u1ea3.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udde0<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Reinforcement Learning<\/div>\n          <div class=\"definition\">H\u1ecdc th\u00f4ng qua t\u00edn hi\u1ec7u khen th\u01b0\u1edfng. QA x\u00e1c minh t\u00ednh \u1ed5n \u0111\u1ecbnh, h\u1ed9i t\u1ee5 v\u00e0 an to\u00e0n ch\u00ednh s\u00e1ch.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Repeatability Testing<\/div>\n          <div class=\"definition\">Ki\u1ec3m tra xem m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 nh\u1ea5t qu\u00e1n cho c\u00f9ng m\u1ed9t k\u1ebft qu\u1ea3 khi ch\u1ea1y nhi\u1ec1u l\u1ea7n trong c\u00f9ng \u0111i\u1ec1u ki\u1ec7n hay kh\u00f4ng. QA s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 t\u00ednh x\u00e1c \u0111\u1ecbnh v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a vi\u1ec7c g\u1ee1 l\u1ed7i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\ude84<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Response Format<\/div>\n          <div class=\"definition\">C\u1ea5u tr\u00fac ho\u1eb7c l\u01b0\u1ee3c \u0111\u1ed3 \u0111\u1ea7u ra c\u1ee7a m\u00f4 h\u00ecnh (v\u00ed d\u1ee5: JSON, \u0111\u00e1nh d\u1ea5u). QA x\u00e1c minh r\u1eb1ng \u0111\u1ecbnh d\u1ea1ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a \u1ee9ng d\u1ee5ng v\u00e0 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udee0\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">RNN (Recurrent Neural Network)<\/div>\n          <div class=\"definition\">M\u1ea1ng d\u00e0nh cho d\u1eef li\u1ec7u tu\u1ea7n t\u1ef1 (v\u00ed d\u1ee5: v\u0103n b\u1ea3n, chu\u1ed7i th\u1eddi gian). QA ki\u1ec3m tra b\u1ed9 nh\u1edb c\u1ee7a c\u00e1c \u0111\u1ea7u v\u00e0o trong qu\u00e1 kh\u1ee9 v\u00e0 c\u00e1c d\u1ef1 \u0111o\u00e1n tr\u00ecnh t\u1ef1 th\u00edch h\u1ee3p.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Robustness<\/div>\n          <div class=\"definition\">T\u00ednh \u1ed5n \u0111\u1ecbnh c\u1ee7a \u0111\u1ea7u ra c\u1ee7a m\u00f4 h\u00ecnh trong \u0111i\u1ec1u ki\u1ec7n \u0111\u1ea7u v\u00e0o \u1ed3n \u00e0o, \u0111a d\u1ea1ng ho\u1eb7c \u0111\u1ed1i ngh\u1ecbch. QA c\u00e1c \u0111i\u1ec1u ki\u1ec7n bi\u00ean c\u1ee7a stress-test v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p hi\u1ebfm g\u1eb7p.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\u2699\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Semi-supervised Learning (Algorithm)<\/div>\n          <div class=\"definition\">M\u1ed9t ph\u01b0\u01a1ng ph\u00e1p s\u1eed d\u1ee5ng c\u1ea3 d\u1eef li\u1ec7u c\u00f3 nh\u00e3n v\u00e0 kh\u00f4ng c\u00f3 nh\u00e3n. QA c\u00f3 th\u1ec3 ki\u1ec3m tra t\u00ednh kh\u00e1i qu\u00e1t v\u00e0 theo d\u00f5i c\u00e1c kho\u1ea3ng c\u00e1ch v\u1ec1 hi\u1ec7u su\u1ea5t.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\uddbc\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Sensitivity Analysis<\/div>\n          <div class=\"definition\">Ph\u00e2n t\u00edch nh\u1eefng thay \u0111\u1ed5i nh\u1ecf trong \u0111\u1ea7u v\u00e0o \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ea7u ra nh\u01b0 th\u1ebf n\u00e0o. QA s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng h\u00e0nh vi mong manh ho\u1eb7c qu\u00e1 nh\u1ea1y c\u1ea3m.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Stop Sequences<\/div>\n          <div class=\"definition\">V\u0103n b\u1ea3n cho AI bi\u1ebft n\u01a1i d\u1eebng t\u1ea1o. QA x\u00e1c minh gi\u1edbi h\u1ea1n th\u00edch h\u1ee3p \u0111\u1ec3 tr\u00e1nh ph\u1ea3n h\u1ed3i th\u1eeba ho\u1eb7c kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Supervised Learning<\/div>\n          <div class=\"definition\">\u0110\u00e0o t\u1ea1o v\u1edbi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c d\u00e1n nh\u00e3n. QA s\u1eed d\u1ee5ng b\u1ed9 ki\u1ec3m tra v\u00e0 s\u1ed1 li\u1ec7u (\u0111\u1ed9 ch\u00ednh x\u00e1c, F1) \u0111\u1ec3 x\u00e1c th\u1ef1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\ude80<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">System Role (In Prompt Engineering)<\/div>\n          <div class=\"definition\">X\u00e1c \u0111\u1ecbnh b\u1ed1i c\u1ea3nh h\u00e0nh vi c\u1ee7a AI (v\u00ed d\u1ee5: chuy\u00ean gia, tr\u1ee3 l\u00fd). QA ki\u1ec3m tra t\u00ednh nh\u1ea5t qu\u00e1n c\u1ee7a vai tr\u00f2 v\u00e0 s\u1ef1 li\u00ean k\u1ebft \u0111\u1ea7u ra.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Temperature<\/div>\n          <div class=\"definition\">\u1ea2nh h\u01b0\u1edfng \u0111\u1ebfn t\u00ednh ng\u1eabu nhi\u00ean\u2014gi\u00e1 tr\u1ecb cao h\u01a1n t\u1ea1o ra nhi\u1ec1u ph\u1ea3n h\u1ed3i s\u00e1ng t\u1ea1o v\u00e0 \u0111a d\u1ea1ng h\u01a1n. QA \u0111i\u1ec1u ch\u1ec9nh \u0111i\u1ec1u n\u00e0y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n \u0111\u1ea7u ra v\u00e0 t\u00ednh s\u00e1ng t\u1ea1o.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udfaf<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Text-to-Image Generation<\/div>\n          <div class=\"definition\">T\u1ea1o h\u00ecnh \u1ea3nh t\u1eeb l\u1eddi nh\u1eafc v\u0103n b\u1ea3n. QA \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh, c\u0103n ch\u1ec9nh k\u1ecbp th\u1eddi v\u00e0 t\u00e1c h\u1ea1i ti\u1ec1m \u1ea9n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Tokenization<\/div>\n          <div class=\"definition\">T\u00e1ch v\u0103n b\u1ea3n th\u00e0nh m\u00e3 th\u00f4ng b\u00e1o \u0111\u1ec3 x\u1eed l\u00fd. QA ki\u1ec3m tra gi\u1edbi h\u1ea1n v\u00e0 c\u1ea5u tr\u00fac m\u00e3 th\u00f4ng b\u00e1o kh\u00f4ng b\u1ecb h\u1ecfng.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Top P<\/div>\n          <div class=\"definition\">Ki\u1ec3m so\u00e1t t\u00ednh ng\u1eabu nhi\u00ean b\u1eb1ng c\u00e1ch gi\u1edbi h\u1ea1n m\u00e3 th\u00f4ng b\u00e1o \u1edf x\u00e1c su\u1ea5t t\u00edch l\u0169y. QA ki\u1ec3m tra xem \u0111i\u1ec1u n\u00e0y \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn t\u00ednh \u0111a d\u1ea1ng v\u00e0 t\u00ednh quy\u1ebft \u0111\u1ecbnh c\u1ee7a \u0111\u1ea7u ra.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">TPU<\/div>\n          <div class=\"definition\">B\u1ed9 x\u1eed l\u00fd Tensor \u2013 Chip AI c\u1ee7a Google.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udce6<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Training<\/div>\n          <div class=\"definition\">To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp m\u00f4 h\u00ecnh. QA ki\u1ec3m tra ti\u1ebfn \u0111\u1ed9 h\u1ecdc t\u1eadp, s\u1ef1 h\u1ed9i t\u1ee5 v\u00e0 kh\u00e1i qu\u00e1t h\u00f3a.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83e\udd16<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Training Data<\/div>\n          <div class=\"definition\">B\u1ed9 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ea1y m\u00f4 h\u00ecnh. QA \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng, t\u00ednh \u0111a d\u1ea1ng v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a vi\u1ec7c ghi nh\u00e3n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Transformer<\/div>\n          <div class=\"definition\">Thi\u1ebft k\u1ebf m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong h\u1ea7u h\u1ebft LLMs. QA t\u1eadp trung v\u00e0o c\u00e1c h\u00e0nh vi ch\u00fa \u00fd, gi\u1edbi h\u1ea1n b\u1ed1i c\u1ea3nh v\u00e0 s\u1ef1 \u1ed5n \u0111\u1ecbnh c\u1ee7a th\u1ebf h\u1ec7.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\u2699\ufe0f<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Transformer Model<\/div>\n          <div class=\"definition\">M\u1ed9t m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng c\u01a1 ch\u1ebf ch\u00fa \u00fd. QA ki\u1ec3m tra \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c chu\u1ed7i d\u00e0i v\u00e0 di\u1ec5n gi\u1ea3i ch\u00ednh x\u00e1c.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Tree-of-Thought (ToT) Prompting<\/div>\n          <div class=\"definition\">AI kh\u00e1m ph\u00e1 nhi\u1ec1u con \u0111\u01b0\u1eddng l\u00fd lu\u1eadn nh\u01b0 c\u00e2y quy\u1ebft \u0111\u1ecbnh. QA ki\u1ec3m tra t\u00ednh \u0111\u1ea7y \u0111\u1ee7 v\u00e0 \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u01b0\u1eddng d\u1eabn.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Unsupervised Learning<\/div>\n          <div class=\"definition\">H\u1ecdc t\u1eadp m\u00e0 kh\u00f4ng c\u00f3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c d\u00e1n nh\u00e3n QA ki\u1ec3m tra c\u00e1c m\u1eabu \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n v\u00e0 s\u1eed d\u1ee5ng trong c\u00e1c t\u00e1c v\u1ee5 ti\u1ebfp theo.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83c\udf10<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">User Role (In Prompt Engineering)<\/div>\n          <div class=\"definition\">L\u1eddi nh\u1eafc ho\u1eb7c c\u00e2u h\u1ecfi t\u1eeb ng\u01b0\u1eddi d\u00f9ng. QA thi\u1ebft k\u1ebf c\u00e1c l\u1eddi nh\u1eafc \u0111a d\u1ea1ng \u0111\u1ec3 x\u00e1c th\u1ef1c s\u1ef1 hi\u1ec3u bi\u1ebft c\u1ee7a AI.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd12<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Variance\/Configuration Testing<\/div>\n          <div class=\"definition\">Ki\u1ec3m tra xem nh\u1eefng thay \u0111\u1ed5i trong c\u00e0i \u0111\u1eb7t (v\u00ed d\u1ee5: nhi\u1ec7t \u0111\u1ed9, top_p) \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00f4 h\u00ecnh. QA \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh tr\u00ean c\u00e1c c\u1ea5u h\u00ecnh.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udd0d<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Vibe Coding<\/div>\n          <div class=\"definition\">C\u00e1c c\u00f4ng c\u1ee5 m\u00e3 h\u00f3a d\u1ef1a tr\u00ean ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. QA ki\u1ec3m tra kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p IDE, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00e3 v\u00e0 l\u1eddi nh\u1eafc c\u1ee7a nh\u00e0 ph\u00e1t tri\u1ec3n.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcc8<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Weights<\/div>\n          <div class=\"definition\">C\u00e1c gi\u00e1 tr\u1ecb s\u1ed1 m\u00e0 m\u00f4 h\u00ecnh \u0111i\u1ec1u ch\u1ec9nh trong qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o. QA gi\u00e1n ti\u1ebfp \u0111\u00e1nh gi\u00e1 h\u1ecd th\u00f4ng qua ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udca1<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Zero-Shot Learning<\/div>\n          <div class=\"definition\">\u0110\u01b0a ra d\u1ef1 \u0111o\u00e1n m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u00e0o t\u1ea1o v\u1ec1 nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3. QA \u0111\u00e1nh gi\u00e1 c\u00e1c tr\u01b0\u1eddng h\u1ee3p kh\u00e1i qu\u00e1t h\u00f3a v\u00e0 th\u1ea5t b\u1ea1i.<\/div>\n        <\/div>\n      <\/div>\n    \n      <div class=\"card\">\n        <div class=\"icon\">\ud83d\udcda<\/div>\n        <div class=\"card-content\">\n          <div class=\"term\">Zero-shot Prompting<\/div>\n          <div class=\"definition\">AI th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 m\u00e0 kh\u00f4ng c\u00f3 v\u00ed d\u1ee5 c\u1ee5 th\u1ec3. QA \u0111\u00e1nh gi\u00e1 xem li\u1ec7u n\u00f3 c\u00f3 x\u1eed l\u00fd vi\u1ec7c kh\u00e1i qu\u00e1t h\u00f3a m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 hay kh\u00f4ng.<\/div>\n        <\/div>\n      <\/div>\n    \n    <\/div>\n  <\/div>\n\n  <script>\n    function filterCards() {\n  const input = document.querySelector('.search-box').value.toLowerCase();\n  const cards = document.querySelectorAll('.card');\n  const noResults = document.getElementById('no-results'); \/\/  th\u00eam\n\n  let hasVisible = false; \/\/  th\u00eam\n\n  cards.forEach(card => {\n    const term = card.querySelector('.term').innerText.toLowerCase();\n    const definition = card.querySelector('.definition').innerText.toLowerCase();\n\n    if (term.includes(input) || definition.includes(input)) {\n      card.style.display = 'flex';\n      hasVisible = true; \/\/  th\u00eam\n    } else {\n      card.style.display = 'none';\n    }\n  });\n\n  noResults.style.display = hasVisible ? 'none' : 'block'; \/\/  th\u00eam\n}\n  <\/script>\n<\/body>\n<\/html>\n<!-- \/wp:html --><\/div>\n<!-- \/wp:group -->\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>100 Common AI terminologies for QA 100 Common AI terminologies for QA No results found \ud83e\udde0 A2A Protocol Application-to-Application communication method. QA may test for these automated interactions are secure and behave as expected. \ud83d\udce6 Acceptance Thresholds (Metrics) Minimum performance &hellip; <\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"class_list":["post-23665","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/pages\/23665","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/comments?post=23665"}],"version-history":[{"count":15,"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/pages\/23665\/revisions"}],"predecessor-version":[{"id":27435,"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/pages\/23665\/revisions\/27435"}],"wp:attachment":[{"href":"https:\/\/shadeofhue.com\/vi\/wp-json\/wp\/v2\/media?parent=23665"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}