{"id":206,"date":"2026-09-16T20:40:40","date_gmt":"2026-09-16T13:40:40","guid":{"rendered":"https:\/\/tokhtn-pvt.com\/?p=206"},"modified":"2026-09-16T20:40:40","modified_gmt":"2026-09-16T13:40:40","slug":"yeu-cau-can-dat-ve-giao-duc-ai-tu-lop-6-den-lop-12","status":"publish","type":"post","link":"https:\/\/tokhtn-pvt.com\/?p=206","title":{"rendered":"Y\u00eau c\u1ea7u c\u1ea7n \u0111\u1ea1t v\u1ec1 gi\u00e1o d\u1ee5c AI t\u1eeb l\u1edbp 6 \u0111\u1ebfn l\u1edbp 12"},"content":{"rendered":"
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\ud83d\udcca KHUNG N\u0102NG L\u1ef0C AI<\/div>\n

Y\u00eau c\u1ea7u c\u1ea7n \u0111\u1ea1t v\u1ec1 gi\u00e1o d\u1ee5c AI t\u1eeb l\u1edbp 6 \u0111\u1ebfn l\u1edbp 12<\/h1>\n

H\u1ecdc sinh l\u1edbp 6 v\u00e0 l\u1edbp 12 “h\u1ecdc AI” kh\u00e1c nhau th\u1ebf n\u00e0o? C\u00e2u tr\u1ea3 l\u1eddi kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c “bi\u1ebft d\u00f9ng AI nhi\u1ec1u h\u01a1n”, m\u00e0 \u1edf c\u1ea3 m\u1ed9t l\u1ed9 tr\u00ecnh 3 mi\u1ec1n n\u0103ng l\u1ef1c \u0111\u01b0\u1ee3c ph\u00e2n c\u1ea5p r\u00f5 r\u00e0ng theo Quy\u1ebft \u0111\u1ecbnh 2422\/Q\u0110-BGD\u0110T.<\/p>\n<\/div>\n\n

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\ud83c\udfaf 1. T\u1ed5ng quan \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 ph\u00e2n b\u1eadc tr\u00ecnh \u0111\u1ed9<\/h2>\n

Gi\u00e1o d\u1ee5c AI trong Ch\u01b0\u01a1ng tr\u00ecnh GDPT 2018 \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u1ed1ng nh\u1ea5t t\u1eeb THCS (l\u1edbp 6-9) \u0111\u1ebfn THPT (l\u1edbp 10-12), theo Quy\u1ebft \u0111\u1ecbnh 2422\/Q\u0110-BGD\u0110T, C\u00f4ng v\u0103n 5588\/BGD\u0110T-GDPT, li\u00ean k\u1ebft v\u1edbi Khung N\u0103ng l\u1ef1c s\u1ed1 (Th\u00f4ng t\u01b0 02\/2025\/TT-BGD\u0110T v\u00e0 C\u00f4ng v\u0103n 3456\/BGD\u0110T-GDPT).<\/p>\n\n

Th\u1eddi l\u01b0\u1ee3ng & h\u00ecnh th\u1ee9c t\u1ed5 ch\u1ee9c<\/h3>\n
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  • 12 ti\u1ebft\/n\u0103m (c\u1ed1t l\u00f5i b\u1eaft bu\u1ed9c):<\/strong> trang b\u1ecb n\u0103ng l\u1ef1c AI n\u1ec1n t\u1ea3ng \u0111\u1ec3 v\u1eadn d\u1ee5ng tr\u1ef1c ti\u1ebfp v\u00e0o vi\u1ec7c h\u1ecdc c\u00e1c m\u00f4n.<\/li>\n
  • N\u1ed9i dung m\u1edf r\u1ed9ng:<\/strong> nh\u00e0 tr\u01b0\u1eddng ch\u1ee7 \u0111\u1ed9ng b\u1ed1 tr\u00ed th\u00eam \u0111\u1ec3 ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c s\u00e1ng t\u1ea1o, \u0111\u1ecbnh h\u01b0\u1edbng ngh\u1ec1 nghi\u1ec7p.<\/li>\n
  • 3 h\u00ecnh th\u1ee9c tri\u1ec3n khai:<\/strong> (1) Chuy\u00ean \u0111\u1ec1 trong k\u1ebf ho\u1ea1ch 2 bu\u1ed5i\/ng\u00e0y; (2) L\u1ed3ng gh\u00e9p v\u00e0o m\u00f4n h\u1ecdc (Tin h\u1ecdc ch\u1ee7 \u0111\u1ea1o, k\u1ebft h\u1ee3p KHTN, Ng\u1eef v\u0103n, L\u1ecbch s\u1eed, To\u00e1n, STEM); (3) Ho\u1ea1t \u0111\u1ed9ng theo nhu c\u1ea7u (CLB AI, d\u1ef1 \u00e1n, ngo\u1ea1i kh\u00f3a).<\/li>\n<\/ul>\n\n

    3 m\u1ee9c tr\u00ecnh \u0111\u1ed9 n\u0103ng l\u1ef1c s\u1ed1<\/h3>\n
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    \ud83d\udfe2 L6-L7 \u2014 Trung c\u1ea5p 1<\/h3>

    Nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n, quen thu\u1ed9c; d\u00f9ng AI theo h\u01b0\u1edbng d\u1eabn c\u1ee5 th\u1ec3; l\u00e0m vi\u1ec7c \u0111\u1ed9c l\u1eadp trong t\u00ecnh hu\u1ed1ng th\u00f4ng l\u1ec7.<\/p><\/div>\n

    \ud83d\udfe1 L8-L9 \u2014 Trung c\u1ea5p 2<\/h3>

    Nhi\u1ec7m v\u1ee5 kh\u00f4ng theo th\u00f4ng l\u1ec7; t\u01b0 duy ph\u1ea3n bi\u1ec7n cao h\u01a1n; t\u1ef1 ch\u1ee7 qu\u1ea3n l\u00fd AI trong d\u1ef1 \u00e1n c\u00e1 nh\u00e2n\/nh\u00f3m.<\/p><\/div>\n

    \ud83d\udd34 L10-L12 \u2014 N\u00e2ng cao 1<\/h3>

    B\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p; t\u00f9y ch\u1ec9nh, t\u00edch h\u1ee3p AI v\u00e0o quy tr\u00ecnh h\u1ecdc t\u1eadp; \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n, ch\u1ecbu tr\u00e1ch nhi\u1ec7m \u0111\u1ea1o \u0111\u1ee9c s\u1ed1.<\/p><\/div>\n<\/div>\n<\/div>\n<\/div>

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    \ud83d\udcd7 2. YCC\u0110 c\u1ee5 th\u1ec3 \u2014 Kh\u1ed1i l\u1edbp 6 v\u00e0 l\u1edbp 7 (M\u00e3 L6-L7)<\/h2>\n
    \n\n\n\n\n\n
    Mi\u1ec1n n\u0103ng l\u1ef1c<\/th>\nM\u00e3 YCC\u0110<\/th>\nN\u1ed9i dung y\u00eau c\u1ea7u c\u1ea7n \u0111\u1ea1t<\/th>\n<\/tr><\/thead>\n
    6.1. Hi\u1ec3u bi\u1ebft v\u1ec1 AI<\/td>\nAI.6.1.L6-L7<\/td>\n\u2022 Gi\u1ea3i th\u00edch nguy\u00ean t\u1eafc ho\u1ea1t \u0111\u1ed9ng c\u01a1 b\u1ea3n c\u1ee7a AI trong \u1ee9ng d\u1ee5ng quen thu\u1ed9c.
    \u2022 Di\u1ec5n gi\u1ea3i thu\u1eadt ng\u1eef c\u01a1 b\u1ea3n (GenAI, h\u1ecdc m\u00e1y c\u01a1 b\u1ea3n).
    \u2022 Nh\u1eadn bi\u1ebft kh\u1ea3 n\u0103ng v\u00e0 gi\u1edbi h\u1ea1n c\u01a1 b\u1ea3n c\u1ee7a AI.<\/td>\n<\/tr>
    6.2. S\u1eed d\u1ee5ng AI c\u00f3 \u0111\u1ea1o \u0111\u1ee9c<\/td>\nAI.6.2.L6-L7<\/td>\n\u2022 \u00c1p d\u1ee5ng AI gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n \u0111\u01a1n gi\u1ea3n d\u01b0\u1edbi h\u01b0\u1edbng d\u1eabn.
    \u2022 Thao t\u00e1c c\u01a1 b\u1ea3n tr\u00ean c\u00f4ng c\u1ee5 AI \u0111\u1ec3 t\u00ecm ki\u1ebfm, t\u1ea1o n\u1ed9i dung \u0111\u01a1n gi\u1ea3n.
    \u2022 B\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n c\u01a1 b\u1ea3n; kh\u00f4ng vi ph\u1ea1m b\u1ea3n quy\u1ec1n.<\/td>\n<\/tr>
    6.3. \u0110\u00e1nh gi\u00e1 c\u00f4ng c\u1ee5 AI<\/td>\nAI.6.3.L6-L7<\/td>\n\u2022 Ph\u00e2n t\u00edch c\u00e1ch AI ho\u1ea1t \u0111\u1ed9ng trong \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3.
    \u2022 So s\u00e1nh hi\u1ec7u su\u1ea5t c\u00e1c c\u00f4ng c\u1ee5 AI \u0111\u01a1n gi\u1ea3n c\u00f9ng m\u1ee5c ti\u00eau.
    \u2022 Nh\u1eadn bi\u1ebft kh\u00e1c bi\u1ec7t gi\u1eefa th\u00f4ng tin AI t\u1ea1o ra v\u00e0 t\u00e0i li\u1ec7u th\u1ef1c t\u1ebf.<\/td>\n<\/tr><\/tbody>\n<\/table>\n<\/div>\n<\/div>\n
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    \ud83d\udcd8 3. YCC\u0110 c\u1ee5 th\u1ec3 \u2014 Kh\u1ed1i l\u1edbp 8 v\u00e0 l\u1edbp 9 (M\u00e3 L8-L9)<\/h2>\n
    \n\n\n\n\n\n
    Mi\u1ec1n n\u0103ng l\u1ef1c<\/th>\nM\u00e3 YCC\u0110<\/th>\nN\u1ed9i dung y\u00eau c\u1ea7u c\u1ea7n \u0111\u1ea1t<\/th>\n<\/tr><\/thead>\n
    6.1. Hi\u1ec3u bi\u1ebft v\u1ec1 AI<\/td>\nAI.6.1.L8-L9<\/td>\n\u2022 Di\u1ec5n gi\u1ea3i c\u01a1 ch\u1ebf Machine Learning, NLP, Computer Vision \u1edf m\u1ee9c ph\u1ed5 th\u00f4ng.
    \u2022 Ph\u00e2n bi\u1ec7t AI t\u1ea1o sinh v\u00e0 AI ph\u00e2n t\u00edch.
    \u2022 \u0110\u00e1nh gi\u00e1 ph\u1ea1m vi \u1ee9ng d\u1ee5ng, th\u00e1ch th\u1ee9c c\u00f4ng ngh\u1ec7 c\u1ee7a AI.<\/td>\n<\/tr>
    6.2. S\u1eed d\u1ee5ng AI c\u00f3 \u0111\u1ea1o \u0111\u1ee9c<\/td>\nAI.6.2.L8-L9<\/td>\n\u2022 D\u00f9ng GenAI t\u1ea1o n\u1ed9i dung \u0111a ph\u01b0\u01a1ng ti\u1ec7n h\u1ed7 tr\u1ee3 b\u00e1o c\u00e1o, d\u1ef1 \u00e1n nh\u00f3m.
    \u2022 T\u1ed1i \u01b0u c\u00e2u l\u1ec7nh (Prompt Engineering) \u0111\u1ec3 c\u00f3 k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c.
    \u2022 Qu\u1ea3n l\u00fd tri\u1ec3n khai AI trong d\u1ef1 \u00e1n; b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u, tu\u00e2n th\u1ee7 \u0111\u1ea1o \u0111\u1ee9c h\u1ecdc thu\u1eadt.<\/td>\n<\/tr>
    6.3. \u0110\u00e1nh gi\u00e1 c\u00f4ng c\u1ee5 AI<\/td>\nAI.6.3.L8-L9<\/td>\n\u2022 So s\u00e1nh hi\u1ec7u su\u1ea5t, \u0111\u1ed9 tin c\u1eady c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng AI kh\u00e1c nhau.
    \u2022 Ph\u00e1t hi\u1ec7n “\u1ea3o gi\u00e1c AI” (Hallucination), thi\u00ean ki\u1ebfn (Bias), th\u00f4ng tin gi\u1ea3.
    \u2022 L\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 AI ph\u00f9 h\u1ee3p cho t\u1eebng b\u00e0i to\u00e1n h\u1ecdc t\u1eadp.<\/td>\n<\/tr><\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>
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    \ud83d\udcd9 4. YCC\u0110 c\u1ee5 th\u1ec3 \u2014 Kh\u1ed1i THPT (L\u1edbp 10, 11, 12 \u2014 M\u00e3 L10-L12)<\/h2>\n

    Kh\u1ed1i THPT ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c AI l\u00ean m\u1ee9c N\u00e2ng cao 1<\/strong>, YCC\u0110 c\u1ee5 th\u1ec3 h\u00f3a theo l\u1ed9 tr\u00ecnh t\u0103ng d\u1ea7n \u0111\u1ed9 ph\u1ee9c t\u1ea1p qua t\u1eebng l\u1edbp \u2014 b\u1ea5m v\u00e0o t\u1eebng l\u1edbp \u0111\u1ec3 xem chi ti\u1ebft:<\/p>\n

    \n\ud83c\udf93 L\u1edbp 10<\/summary>\n

    AI.6.1.L10 \u2014 Hi\u1ec3u bi\u1ebft AI<\/h3>

    Gi\u1ea3i th\u00edch s\u00e2u c\u01a1 ch\u1ebf thu\u1eadt to\u00e1n AI c\u01a1 b\u1ea3n, m\u00f4 h\u00ecnh h\u1ecdc c\u00f3\/kh\u00f4ng gi\u00e1m s\u00e1t; \u0111\u00e1nh gi\u00e1 ti\u1ec1m n\u0103ng, gi\u1edbi h\u1ea1n AI trong c\u00e1c m\u00f4n THPT; nh\u1eadn bi\u1ebft xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 AI m\u1edbi.<\/p><\/div>

    AI.6.2.L10 \u2014 S\u1eed d\u1ee5ng & \u0111\u1ea1o \u0111\u1ee9c<\/h3>

    T\u00edch h\u1ee3p AI v\u00e0o quy tr\u00ecnh h\u1ecdc t\u1eadp c\u00e1 nh\u00e2n, d\u00f9ng k\u1ef9 thu\u1eadt chu\u1ed7i c\u00e2u l\u1ec7nh (prompt chaining); tu\u00e2n th\u1ee7 s\u1edf h\u1eefu tr\u00ed tu\u1ec7, trung th\u1ef1c h\u1ecdc thu\u1eadt; khai b\u00e1o minh b\u1ea1ch m\u1ee9c h\u1ed7 tr\u1ee3 c\u1ee7a AI.<\/p><\/div>

    AI.6.3.L10 \u2014 \u0110\u00e1nh gi\u00e1 AI<\/h3>

    Ph\u00ea b\u00ecnh \u0111\u1ed9 tin c\u1eady, t\u00ednh minh b\u1ea1ch c\u1ee7a th\u00f4ng tin AI t\u1ea1o ra; \u0111\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p gi\u1ea3m r\u1ee7i ro \u0111\u1ea1o \u0111\u1ee9c, thi\u00ean ki\u1ebfn; \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a AI \u0111\u1ebfn k\u1ebft qu\u1ea3 h\u1ecdc t\u1eadp.<\/p><\/div><\/div>\n<\/details>\n

    \n\ud83c\udf93 L\u1edbp 11<\/summary>\n

    AI.6.1.L11 \u2014 Hi\u1ec3u bi\u1ebft AI<\/h3>

    Ph\u00e2n t\u00edch ki\u1ebfn tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a LLMs v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn; hi\u1ec3u m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra; \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng AI \u0111\u1ebfn c\u00e1c ng\u00e0nh ngh\u1ec1.<\/p><\/div>

    AI.6.2.L11 \u2014 S\u1eed d\u1ee5ng & \u0111\u1ea1o \u0111\u1ee9c<\/h3>

    \u1ee8ng d\u1ee5ng AI n\u00e2ng cao trong m\u00f4 ph\u1ecfng khoa h\u1ecdc, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, vi\u1ebft m\u00e3; thi\u1ebft k\u1ebf quy tr\u00ecnh ph\u1ed1i h\u1ee3p ng\u01b0\u1eddi-m\u00e1y (Human-in-the-loop); ph\u00f2ng tr\u00e1nh r\u00f2 r\u1ec9 d\u1eef li\u1ec7u ri\u00eang t\u01b0.<\/p><\/div>

    AI.6.3.L11 \u2014 \u0110\u00e1nh gi\u00e1 AI<\/h3>

    \u0110\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n m\u00f4 h\u00ecnh AI th\u01b0\u01a1ng m\u1ea1i v\u00e0 m\u00e3 ngu\u1ed3n m\u1edf; xem x\u00e9t kh\u00eda c\u1ea1nh ph\u00e1p l\u00fd, b\u1ea3n quy\u1ec1n s\u1ea3n ph\u1ea9m AI h\u1ed7 tr\u1ee3 t\u1ea1o ra; so s\u00e1nh AI v\u1edbi ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng.<\/p><\/div><\/div>\n<\/details>\n

    \n\ud83c\udf93 L\u1edbp 12<\/summary>\n

    AI.6.1.L12 \u2014 Hi\u1ec3u bi\u1ebft AI<\/h3>

    \u0110\u00e1nh gi\u00e1 vai tr\u00f2 AI trong chi\u1ebfn l\u01b0\u1ee3c ph\u00e1t tri\u1ec3n qu\u1ed1c gia, \u0111\u1ecbnh h\u01b0\u1edbng ngh\u1ec1 nghi\u1ec7p; hi\u1ec3u kh\u00e1i ni\u1ec7m n\u00e2ng cao (AGI, \u0110\u1ea1o \u0111\u1ee9c AI to\u00e0n c\u1ea7u, AI Governance); nh\u1eadn th\u1ee9c tr\u00e1ch nhi\u1ec7m c\u00f4ng d\u00e2n s\u1ed1.<\/p><\/div>

    AI.6.2.L12 \u2014 S\u1eed d\u1ee5ng & \u0111\u1ea1o \u0111\u1ee9c<\/h3>

    T\u1ef1 ph\u00e1t tri\u1ec3n\/t\u00f9y ch\u1ec9nh \u1ee9ng d\u1ee5ng AI \u0111\u01a1n gi\u1ea3n (low-code\/no-code, STEM) gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c t\u1ebf; t\u1ef1 ch\u1ee7 s\u1eed d\u1ee5ng AI minh b\u1ea1ch, c\u00f3 tr\u00e1ch nhi\u1ec7m; ch\u1ecbu tr\u00e1ch nhi\u1ec7m ho\u00e0n to\u00e0n v\u1ec1 s\u1ea3n ph\u1ea9m c\u00f3 AI h\u1ed7 tr\u1ee3.<\/p><\/div>

    AI.6.3.L12 \u2014 \u0110\u00e1nh gi\u00e1 AI<\/h3>

    \u0110\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng l\u00e2u d\u00e0i c\u1ee7a AI \u0111\u1ebfn x\u00e3 h\u1ed9i, th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng, v\u0103n h\u00f3a; ph\u1ea3n bi\u1ec7n v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c ph\u1ee9c t\u1ea1p (quy\u1ec1n ri\u00eang t\u01b0, thay th\u1ebf lao \u0111\u1ed9ng, thi\u00ean ki\u1ebfn); \u0111\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p AI nh\u00e2n v\u0103n, b\u1ec1n v\u1eefng.<\/p><\/div><\/div>\n<\/details>\n<\/div>\n<\/div>

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    \ud83d\udcc8 5. Ma tr\u1eadn ti\u1ebfn tr\u00ecnh ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c AI (l\u1edbp 6 \u2192 12)<\/h2>\n

    Nh\u00ecn ngang m\u1ed9t b\u1ea3ng \u0111\u1ec3 th\u1ea5y r\u00f5 n\u0103ng l\u1ef1c AI “l\u1edbn l\u00ean” ra sao qua t\u1eebng c\u1ea5p h\u1ecdc:<\/p>\n

    \n\n\n\n\n\n\n
    Ti\u00eau ch\u00ed<\/th>\nL\u1edbp 6-7 (TC1)<\/th>\nL\u1edbp 8-9 (TC2)<\/th>\nL\u1edbp 10-12 (NC1)<\/th>\n<\/tr><\/thead>\n
    Ph\u1ea1m vi b\u00e0i to\u00e1n<\/td>\nT\u00ecnh hu\u1ed1ng \u0111\u01a1n gi\u1ea3n, quen thu\u1ed9c trong h\u1ecdc t\u1eadp h\u1eb1ng ng\u00e0y.<\/td>\nNhi\u1ec7m v\u1ee5 kh\u00f4ng theo th\u00f4ng l\u1ec7, b\u00e0i t\u1eadp l\u1edbn, d\u1ef1 \u00e1n nh\u00f3m.<\/td>\nB\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p, li\u00ean m\u00f4n, m\u00f4 ph\u1ecfng th\u1ef1c ti\u1ec5n, \u0111\u1ecbnh h\u01b0\u1edbng ngh\u1ec1 nghi\u1ec7p.<\/td>\n<\/tr>
    K\u1ef9 n\u0103ng & c\u00f4ng c\u1ee5<\/td>\nD\u00f9ng c\u00f4ng c\u1ee5 AI s\u1eb5n c\u00f3 theo h\u01b0\u1edbng d\u1eabn; nh\u1eadp prompt \u0111\u01a1n gi\u1ea3n.<\/td>\nT\u1ed1i \u01b0u h\u00f3a Prompt Engineering; ph\u1ed1i h\u1ee3p nhi\u1ec1u c\u00f4ng c\u1ee5 AI.<\/td>\nT\u00f9y ch\u1ec9nh AI (low-code\/no-code), chu\u1ed7i prompt n\u00e2ng cao, t\u00edch h\u1ee3p quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/td>\n<\/tr>
    T\u01b0 duy ph\u1ea3n bi\u1ec7n<\/td>\nPh\u00e1t hi\u1ec7n kh\u00e1c bi\u1ec7t gi\u1eefa AI v\u00e0 t\u00e0i li\u1ec7u SGK.<\/td>\nNh\u1eadn di\u1ec7n \u1ea3o gi\u00e1c AI (Hallucination) v\u00e0 thi\u00ean ki\u1ebfn.<\/td>\n\u0110\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n \u0111\u1ed9 tin c\u1eady, minh b\u1ea1ch, ph\u00ea b\u00ecnh ki\u1ebfn tr\u00fac\/thu\u1eadt to\u00e1n AI.<\/td>\n<\/tr>
    \u0110\u1ea1o \u0111\u1ee9c & tr\u00e1ch nhi\u1ec7m s\u1ed1<\/td>\nTu\u00e2n th\u1ee7 quy t\u1eafc b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n c\u01a1 b\u1ea3n.<\/td>\nKhai b\u00e1o s\u1eed d\u1ee5ng AI; kh\u00f4ng vi ph\u1ea1m b\u1ea3n quy\u1ec1n, \u0111\u1ea1o \u0111\u1ee9c h\u1ecdc thu\u1eadt.<\/td>\nCh\u1ecbu tr\u00e1ch nhi\u1ec7m to\u00e0n di\u1ec7n v\u1ec1 s\u1ea3n ph\u1ea9m AI; ph\u00e2n t\u00edch r\u1ee7i ro ph\u00e1p l\u00fd, qu\u1ea3n tr\u1ecb AI.<\/td>\n<\/tr><\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>
    \n
    \n

    \ud83e\udde9 6. M\u00e3 h\u00f3a YCC\u0110 trong K\u1ebf ho\u1ea1ch b\u00e0i d\u1ea1y (KHBD)<\/h2>\n

    \u0110\u1ec3 gi\u00e1o vi\u00ean ghi \u0111\u1ecba ch\u1ec9 t\u00edch h\u1ee3p thu\u1eadn ti\u1ec7n, m\u00e3 YCC\u0110 chu\u1ea9n h\u00f3a theo c\u00f4ng th\u1ee9c:<\/p>\n

    [Mi\u1ec1n AI] . [M\u00e3 N\u0103ng l\u1ef1c Th\u00e0nh ph\u1ea7n] . [Kh\u1ed1i L\u1edbp \/ M\u00e3 Tr\u00ecnh \u0111\u1ed9]<\/div>\n
    \nAI.6.1.L6-L7 \u2014 Hi\u1ec3u bi\u1ebft AI cho l\u1edbp 6\/7<\/span>\nAI.6.2.L8-L9 \u2014 S\u1eed d\u1ee5ng AI \u0111\u1ea1o \u0111\u1ee9c, d\u1ef1 \u00e1n l\u1edbp 8\/9<\/span>\nAI.6.3.L11 \u2014 \u0110\u00e1nh gi\u00e1 c\u00f4ng c\u1ee5 AI, l\u1edbp 11<\/span>\n<\/div>\n\n

    V\u00ed d\u1ee5 minh h\u1ecda theo m\u00f4n h\u1ecdc<\/h3>\n
    \n

    \ud83d\udcd6 Ng\u1eef v\u0103n 10<\/h3>

    AI h\u1ed7 tr\u1ee3 t\u00ecm t\u01b0 li\u1ec7u v\u0103n h\u1ecdc. M\u00e3: AI.6.2.L10-L12<\/strong>. H\u1ecdc sinh \u0111\u1ed1i chi\u1ebfu k\u1ebft qu\u1ea3 AI v\u1edbi t\u00e0i li\u1ec7u ch\u00ednh th\u1ed1ng v\u00e0 \u0111\u00ednh k\u00e8m Phi\u1ebfu khai b\u00e1o AI.<\/p><\/div>\n

    \ud83e\uddea H\u00f3a h\u1ecdc 11<\/h3>

    Thi\u1ebft k\u1ebf m\u00f4 h\u00ecnh ph\u00e2n t\u1eed. M\u00e3: AI.6.1.L11<\/strong>. H\u1ecdc sinh d\u00f9ng AI m\u00f4 ph\u1ecfng kh\u00f4ng gian ph\u00e2n t\u1eed, ph\u00e2n t\u00edch h\u1ea1n ch\u1ebf c\u1ee7a m\u00f4 h\u00ecnh.<\/p><\/div>\n

    \ud83d\udcdc L\u1ecbch s\u1eed 8<\/h3>

    T\u00ecm s\u1ef1 ki\u1ec7n l\u1ecbch s\u1eed \u0111\u1ecba ph\u01b0\u01a1ng b\u1eb1ng AI. M\u00e3: AI.6.3.L8-L9<\/strong>. H\u1ecdc sinh ph\u00e1t hi\u1ec7n chi ti\u1ebft sai l\u1ec7ch do AI t\u1ea1o ra.<\/p><\/div>\n<\/div>\n<\/div>\n\n

    \n

    \ud83d\udcdd 7. \u0110\u1ed5i m\u1edbi ki\u1ec3m tra & \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c AI<\/h2>\n
      \n
    • \u0110\u00e1nh gi\u00e1 qu\u00e1 tr\u00ecnh:<\/strong> \u0111o s\u1ef1 ti\u1ebfn b\u1ed9 trong t\u01b0 duy ph\u1ea3n bi\u1ec7n, k\u1ef9 n\u0103ng \u0111\u1eb7t prompt, ki\u1ec3m ch\u1ee9ng v\u00e0 th\u00e1i \u0111\u1ed9 \u0111\u1ea1o \u0111\u1ee9c s\u1ed1 \u2014 thay v\u00ec ch\u1ec9 ch\u1ea5m s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng.<\/li>\n
    • Minh b\u1ea1ch h\u00f3a vi\u1ec7c d\u00f9ng AI:<\/strong> y\u00eau c\u1ea7u n\u1ed9p k\u00e8m Phi\u1ebfu khai b\u00e1o AI, tr\u00ecnh b\u00e0y l\u1ecbch s\u1eed prompt v\u00e0 ph\u1ea7n t\u1ef1 c\u1ea3i ti\u1ebfn\/ki\u1ec3m ch\u1ee9ng.<\/li>\n
    • \u0110\u1ed5i d\u1ea1ng c\u00e2u h\u1ecfi:<\/strong> chuy\u1ec3n t\u1eeb t\u00e1i hi\u1ec7n ki\u1ebfn th\u1ee9c sang t\u01b0 duy b\u1eadc cao (ph\u00e2n t\u00edch l\u1ed7i AI, so s\u00e1nh gi\u1ea3i ph\u00e1p, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 th\u1ef1c ti\u1ec5n).<\/li>\n
    • \u0110\u00e1nh gi\u00e1 \u0111\u1ea1o \u0111\u1ee9c s\u1ed1:<\/strong> c\u0103n c\u1ee9 th\u00e1i \u0111\u1ed9 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n, t\u00f4n tr\u1ecdng b\u1ea3n quy\u1ec1n, trung th\u1ef1c h\u1ecdc thu\u1eadt \u0111\u1ec3 x\u1ebfp lo\u1ea1i r\u00e8n luy\u1ec7n.<\/li>\n<\/ul>\n<\/div>\n\n<\/div>","protected":false},"excerpt":{"rendered":"

      H\u1ecdc sinh l\u1edbp 6 ch\u1ec9 c\u1ea7n “nh\u1eadn ra AI tr\u1ea3 l\u1eddi sai” \u2014 nh\u01b0ng l\u1edbp 12 ph\u1ea3i “ph\u1ea3n bi\u1ec7n c\u1ea3 ki\u1ebfn tr\u00fac thu\u1eadt to\u00e1n”. N\u1ebfu th\u1ea7y c\u00f4 \u0111ang ghi m\u00e3 AI.6.x.Lx trong gi\u00e1o \u00e1n m\u00e0 ch\u01b0a ch\u1eafc con s\u1ed1 \u0111\u00f3 ngh\u0129a l\u00e0 g\u00ec, b\u00e0i n\u00e0y gi\u1ea3i m\u00e3 tr\u1ecdn b\u1ed9 khung n\u0103ng l\u1ef1c t\u1eeb l\u1edbp 6 \u0111\u1ebfn 12.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-206","post","type-post","status-publish","format-standard","hentry","category-bai-viet-gd-ai"],"_links":{"self":[{"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=\/wp\/v2\/posts\/206","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=206"}],"version-history":[{"count":0,"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=\/wp\/v2\/posts\/206\/revisions"}],"wp:attachment":[{"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=206"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=206"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tokhtn-pvt.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}