{"id":4271,"date":"2026-04-29T08:23:03","date_gmt":"2026-04-29T01:23:03","guid":{"rendered":"https:\/\/gesd.edu.vn\/?p=4271"},"modified":"2026-04-29T08:23:03","modified_gmt":"2026-04-29T01:23:03","slug":"hoi-thao-khoa-hoc-giai-phap-ung-dung-tri-tue-nhan-tao-trong-day-hoc-mon-khoa-hoc-tu-nhien","status":"publish","type":"post","link":"https:\/\/gesd.edu.vn\/en\/hoi-thao-khoa-hoc-giai-phap-ung-dung-tri-tue-nhan-tao-trong-day-hoc-mon-khoa-hoc-tu-nhien\/","title":{"rendered":"H\u1ed9i th\u1ea3o khoa h\u1ecdc Gi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc t\u1ef1 nhi\u00ean"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 di\u1ec5n ra m\u1ea1nh m\u1ebd, vi\u1ec7c \u0111\u01b0a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0o gi\u00e1o d\u1ee5c ph\u1ed5 th\u00f4ng kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft. Ng\u00e0y 28\/4\/2026, Trung t\u00e2m Nghi\u00ean c\u1ee9u Ph\u00e1t tri\u1ec3n Ch\u01b0\u01a1ng tr\u00ecnh v\u00e0 \u0110\u00e1nh gi\u00e1 gi\u00e1o d\u1ee5c (Vi\u1ec7n Khoa h\u1ecdc Gi\u00e1o d\u1ee5c Vi\u1ec7t Nam) t\u1ed5 ch\u1ee9c H\u1ed9i th\u1ea3o khoa h\u1ecdc v\u1edbi ch\u1ee7 \u0111\u1ec1 \u201cGi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean\u201d<\/em>.<\/p>\n\n\n\n

H\u1ed9i th\u1ea3o do GS.TS. L\u00ea Anh Vinh \u2013 Vi\u1ec7n tr\u01b0\u1edfng Vi\u1ec7n Khoa h\u1ecdc Gi\u00e1o d\u1ee5c Vi\u1ec7t Nam, Gi\u00e1m \u0111\u1ed1c Trung t\u00e2m \u2013 ch\u1ee7 tr\u00ec, v\u1edbi s\u1ef1 tham gia c\u1ee7a c\u00e1c chuy\u00ean gia, nh\u00e0 nghi\u00ean c\u1ee9u, c\u00e1n b\u1ed9 trong v\u00e0 ngo\u00e0i Vi\u1ec7n. \u0110\u00e2y l\u00e0 ho\u1ea1t \u0111\u1ed9ng n\u1eb1m trong chu\u1ed7i sinh ho\u1ea1t khoa h\u1ecdc n\u0103m 2026 c\u1ee7a Trung t\u00e2m, do Ph\u00f2ng Nghi\u00ean c\u1ee9u \u0110\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o v\u00e0 Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ph\u1ee5 tr\u00e1ch.<\/p>\n\n\n\n

Nh\u1ea5n m\u1ea1nh b\u00e0i to\u00e1n s\u01b0 ph\u1ea1m trong \u1ee9ng d\u1ee5ng AI<\/strong><\/p>\n\n\n\n

Ph\u00e1t bi\u1ec3u khai m\u1ea1c H\u1ed9i th\u1ea3o, GS.TS. L\u00ea Anh Vinh kh\u1eb3ng \u0111\u1ecbnh vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o d\u1ea1y h\u1ecdc c\u00e1c m\u00f4n h\u1ecdc c\u1ee5 th\u1ec3, \u0111\u1eb7c bi\u1ec7t l\u00e0 m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean, l\u00e0 m\u1ed9t h\u01b0\u1edbng \u0111i quan tr\u1ecdng trong tri\u1ec3n khai chuy\u1ec3n \u0111\u1ed5i s\u1ed1 gi\u00e1o d\u1ee5c. Tuy nhi\u00ean, \u00f4ng c\u0169ng ch\u1ec9 ra th\u00e1ch th\u1ee9c l\u1edbn khi gi\u00e1o vi\u00ean c\u1ea7n \u0111\u1ed3ng th\u1eddi \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u v\u1ec1 chuy\u00ean m\u00f4n v\u00e0 n\u0103ng l\u1ef1c c\u00f4ng ngh\u1ec7. N\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb \u0111\u1ea7y \u0111\u1ee7, vi\u1ec7c \u1ee9ng d\u1ee5ng AI d\u1ec5 r\u01a1i v\u00e0o h\u00ecnh th\u1ee9c, thi\u1ebfu hi\u1ec7u qu\u1ea3 th\u1ef1c ch\u1ea5t. T\u1eeb \u0111\u00f3, Vi\u1ec7n tr\u01b0\u1edfng kh\u1eb3ng \u0111\u1ecbnh: \u201cC\u1ed1t l\u00f5i c\u1ee7a \u1ee9ng d\u1ee5ng AI trong gi\u00e1o d\u1ee5c kh\u00f4ng n\u1eb1m \u1edf c\u00f4ng ngh\u1ec7, m\u00e0 \u1edf b\u00e0i to\u00e1n s\u01b0 ph\u1ea1m. Nh\u00e0 tr\u01b0\u1eddng c\u1ea7n ch\u1ee7 \u0111\u1ed9ng l\u1ef1a ch\u1ecdn v\u00e0 khai th\u00e1c c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p, tr\u00e1nh t\u00ecnh tr\u1ea1ng c\u00f3 m\u00e0 kh\u00f4ng d\u00f9ng ho\u1eb7c s\u1eed d\u1ee5ng k\u00e9m hi\u1ec7u qu\u1ea3.\u201d<\/p>\n\n\n\n

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GS.TS. L\u00ea Anh Vinh ph\u00e1t bi\u1ec3u khai m\u1ea1c<\/em><\/p>\n\n\n\n

Ba tr\u1ee5 c\u1ed9t: l\u00fd lu\u1eadn \u2013 th\u1ef1c tr\u1ea1ng \u2013 gi\u1ea3i ph\u00e1p<\/strong><\/p>\n\n\n\n

C\u01a1 s\u1edf l\u00fd lu\u1eadn v\u00e0 kinh nghi\u1ec7m qu\u1ed1c t\u1ebf<\/strong><\/p>\n\n\n\n

T\u1ea1i h\u1ed9i th\u1ea3o, c\u00e1c \u0111\u1ea1i bi\u1ec3u \u0111\u00e3 \u0111\u01b0\u1ee3c nghe ThS. Phan Th\u1ecb B\u00edch L\u1ee3i tr\u00ecnh b\u00e0y b\u00e1o c\u00e1o v\u1ec1 c\u01a1 s\u1edf l\u00fd lu\u1eadn v\u00e0 kinh nghi\u1ec7m qu\u1ed1c t\u1ebf trong tri\u1ec3n khai gi\u00e1o d\u1ee5c AI. N\u1ed9i dung t\u1eadp trung v\u00e0o c\u00e1c khung ch\u00ednh s\u00e1ch quan tr\u1ecdng nh\u01b0 khung n\u0103ng l\u1ef1c s\u1ed1 d\u00e0nh cho gi\u00e1o vi\u00ean v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng gi\u00e1o d\u1ee5c AI cho h\u1ecdc sinh, v\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn l\u1ea5y con ng\u01b0\u1eddi l\u00e0m trung t\u00e2m, ch\u00fa tr\u1ecdng \u0111\u1ea1o \u0111\u1ee9c AI v\u00e0 n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. K\u1ebft qu\u1ea3 ph\u00e2n t\u00edch kinh nghi\u1ec7m t\u1eeb nhi\u1ec1u qu\u1ed1c gia nh\u01b0 Hoa K\u1ef3, Trung Qu\u1ed1c, Australia, \u0110\u1ee9c v\u00e0 Singapore cho th\u1ea5y AI l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 hi\u1ec7u qu\u1ea3 nh\u01b0ng c\u1ea7n \u0111\u01b0\u1ee3c tri\u1ec3n khai theo l\u1ed9 tr\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi b\u1ed1i c\u1ea3nh gi\u00e1o d\u1ee5c.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

ThS. Phan Th\u1ecb B\u00edch L\u1ee3i tr\u00ecnh b\u00e0y b\u00e1o c\u00e1o v\u1ec1 kinh nghi\u1ec7m qu\u1ed1c t\u1ebf<\/em><\/p>\n\n\n\n

Th\u1ef1c tr\u1ea1ng \u1ee9ng d\u1ee5ng AI t\u1ea1i Vi\u1ec7t Nam<\/strong><\/p>\n\n\n\n

Trong ph\u1ea7n tr\u00ecnh b\u00e0y ti\u1ebfp theo, ThS. \u0110\u00e0o Ng\u1ecdc Ch\u00ednh \u0111\u00e3 l\u00e0m r\u00f5 b\u1ee9c tranh th\u1ef1c tr\u1ea1ng \u1ee9ng d\u1ee5ng AI trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean. K\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u cho th\u1ea5y AI hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng t\u01b0\u01a1ng \u0111\u1ed1i ph\u1ed5 bi\u1ebfn, nh\u01b0ng ch\u1ee7 y\u1ebfu d\u1eebng \u1edf m\u1ee9c h\u1ed7 tr\u1ee3 chu\u1ea9n b\u1ecb b\u00e0i gi\u1ea3ng, ch\u01b0a t\u00edch h\u1ee3p s\u00e2u v\u00e0o qu\u00e1 tr\u00ecnh d\u1ea1y h\u1ecdc. \u0110\u00e1ng ch\u00fa \u00fd, t\u1ed3n t\u1ea1i kho\u1ea3ng c\u00e1ch gi\u1eefa hi\u1ec7u qu\u1ea3 c\u1ea3m nh\u1eadn v\u00e0 hi\u1ec7u qu\u1ea3 th\u1ef1c t\u1ebf, ph\u1ea3n \u00e1nh nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 n\u0103ng l\u1ef1c, h\u1ea1 t\u1ea7ng v\u00e0 \u0111i\u1ec1u ki\u1ec7n tri\u1ec3n khai. B\u00ean c\u1ea1nh \u0111\u00f3, m\u1ed9t s\u1ed1 hi\u1ec3u l\u1ea7m v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c, c\u01a1 ch\u1ebf v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o m\u1eadt c\u1ee7a AI c\u0169ng ti\u1ec1m \u1ea9n r\u1ee7i ro trong qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng. Nghi\u00ean c\u1ee9u kh\u1eb3ng \u0111\u1ecbnh vai tr\u00f2 trung t\u00e2m c\u1ee7a gi\u00e1o vi\u00ean trong vi\u1ec7c \u0111\u1ecbnh h\u01b0\u1edbng h\u1ecdc sinh s\u1eed d\u1ee5ng AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

ThS. \u0110\u00e0o Ng\u1ecdc Ch\u00ednh tr\u00ecnh b\u00e0y b\u00e1o c\u00e1o v\u1ec1 th\u1ef1c tr\u1ea1ng \u1ee9ng d\u1ee5ng AI<\/em><\/p>\n\n\n\n

Gi\u1ea3i ph\u00e1p th\u00fac \u0111\u1ea9y \u1ee9ng d\u1ee5ng AI<\/strong><\/p>\n\n\n\n

Tr\u00ean c\u01a1 s\u1edf k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u c\u01a1 s\u1edf l\u00fd lu\u1eadn v\u00e0 th\u1ef1c ti\u1ec5n, ThS. Phan Th\u1ecb B\u00edch L\u1ee3i tr\u00ecnh b\u00e0y 05 nh\u00f3m gi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng AI trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc t\u1ef1 nhi\u00ean, bao g\u1ed3m:<\/p>\n\n\n\n

(1): H\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh k\u1ebf ho\u1ea1ch d\u1ea1y h\u1ecdc<\/p>\n\n\n\n

(2): H\u1ed7 tr\u1ee3 GV trong chu\u1ea9n b\u1ecb d\u1ea1y h\u1ecdc<\/p>\n\n\n\n

(3): H\u1ed9 tr\u1ee3 GV n\u00e2ng cao hi\u1ec7u qu\u1ea3 t\u1ed5 ch\u1ee9c d\u1ea1y h\u1ecdc<\/p>\n\n\n\n

(4): \u0110\u1ed5i m\u1edbi ki\u1ec3m tra, \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a ai<\/p>\n\n\n\n

(5): H\u1ed7 tr\u1ee3 GV trong nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n chuy\u00ean m\u00f4n<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

ThS. Phan Th\u1ecb B\u00edch L\u1ee3i tr\u00ecnh b\u00e0y b\u00e1o c\u00e1o v\u1ec1 gi\u1ea3i ph\u00e1p \u1ee9ng d\u1ee5ng AI trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc t\u1ef1 nhi\u00ean<\/em><\/p>\n\n\n\n

Th\u1ea3o lu\u1eadn: L\u00e0m r\u00f5 \u201c\u0111i\u1ec3m ngh\u1ebdn\u201d v\u00e0 t\u00ednh kh\u1ea3 thi<\/strong><\/p>\n\n\n\n

Ph\u1ea7n th\u1ea3o lu\u1eadn di\u1ec5n ra s\u00f4i n\u1ed5i, t\u1eadp trung v\u00e0o ba nh\u00f3m v\u1ea5n \u0111\u1ec1 l\u1edbn:
(1) M\u1ed1i li\u00ean k\u1ebft gi\u1eefa l\u00fd lu\u1eadn \u2013 th\u1ef1c tr\u1ea1ng \u2013 gi\u1ea3i ph\u00e1p;<\/p>\n\n\n\n

(2) Ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 chi\u1ec1u s\u00e2u c\u1ee7a d\u1eef li\u1ec7u nghi\u00ean c\u1ee9u;<\/p>\n\n\n\n

(3) T\u00ednh kh\u1ea3 thi khi tri\u1ec3n khai trong th\u1ef1c ti\u1ec5n nh\u00e0 tr\u01b0\u1eddng.<\/p>\n\n\n\n

C\u00e1c \u00fd ki\u1ebfn trao \u0111\u1ed5i c\u1ee7a c\u00e1c \u0111\u1ea1i bi\u1ec3u \u0111\u1ec1u th\u1ed1ng nh\u1ea5t r\u1eb1ng c\u1ea7n l\u00e0m r\u00f5 \u0111i\u1ec3m ngh\u1ebdn c\u1ed1t l\u00f5i c\u1ee7a m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean \u2013 t\u1ee9c l\u00e0 nh\u1eefng v\u1ea5n \u0111\u1ec1 m\u00e0 AI th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft, thay v\u00ec \u1ee9ng d\u1ee5ng d\u00e0n tr\u1ea3i.<\/p>\n\n\n\n

Nhi\u1ec1u \u0111\u1ea1i bi\u1ec3u c\u0169ng nh\u1ea5n m\u1ea1nh y\u00eau c\u1ea7u c\u00e2n b\u1eb1ng gi\u1eefa tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp th\u1ef1c v\u00e0 m\u00f4i tr\u01b0\u1eddng s\u1ed1, tr\u00e1nh ph\u1ee5 thu\u1ed9c qu\u00e1 m\u1ee9c v\u00e0o c\u00f4ng ngh\u1ec7.<\/p>\n\n\n\n

TS. Nguy\u1ec5n Th\u1ecb Ki\u1ec1u Oanh \u0111\u00e1nh gi\u00e1 cao n\u1ed9i dung tr\u00ecnh b\u00e0y c\u1ee7a 03 b\u00e1o c\u00e1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 b\u00e1o c\u00e1o th\u1ee9 hai v\u1ec1 th\u1ef1c tr\u1ea1ng \u1ee9ng d\u1ee5ng AI. Theo b\u00e0, \u0111\u1ec1 t\u00e0i \u0111\u00e3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c m\u1ea1ch logic r\u00f5 r\u00e0ng khi xu\u1ea5t ph\u00e1t t\u1eeb c\u01a1 s\u1edf l\u00ed lu\u1eadn, ph\u00e2n t\u00edch th\u1ef1c tr\u1ea1ng v\u00e0 \u0111\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p kh\u1eafc ph\u1ee5c nh\u1eefng h\u1ea1n ch\u1ebf \u0111\u00e3 ch\u1ec9 ra. Tuy nhi\u00ean, c\u1ea7n t\u0103ng c\u01b0\u1eddng s\u1ef1 li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd h\u01a1n gi\u1eefa ph\u1ea7n k\u1ebft lu\u1eadn v\u1ec1 th\u1ef1c tr\u1ea1ng v\u00e0 h\u1ec7 th\u1ed1ng gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

TS. Nguy\u1ec5n Th\u1ecb Ki\u1ec1u Oanh chia s\u1ebb v\u1ec1 03 b\u00e1o c\u00e1o<\/em><\/p>\n\n\n\n

PGS.TS. L\u00ea Trung D\u0169ng (B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u0110\u00e0o t\u1ea1o) \u0111\u00e3 \u0111\u01b0a ra nhi\u1ec1u \u00fd ki\u1ebfn tham v\u1ea5n v\u1ec1 c\u00e1ch th\u1ee9c tri\u1ec3n khai \u0111\u1ec1 t\u00e0i. \u00d4ng nh\u1ea5n m\u1ea1nh nh\u00f3m nghi\u00ean c\u1ee9u c\u1ea7n b\u00e1m s\u00e1t ti\u1ebfn \u0111\u1ed9, tri\u1ec3n khai gi\u1ea3i ph\u00e1p m\u1ed9t c\u00e1ch h\u1ec7 th\u1ed1ng v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi \u0111i\u1ec1u ki\u1ec7n th\u1ef1c ti\u1ec5n c\u1ee7a nh\u00e0 tr\u01b0\u1eddng. M\u1eb7c d\u00f9 nghi\u00ean c\u1ee9u c\u00f3 \u01b0u \u0111i\u1ec3m l\u00e0 kh\u1ea3o s\u00e1t tr\u00ean di\u1ec7n r\u1ed9ng v\u1edbi c\u1ee1 m\u1eabu l\u1edbn v\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec7n \u0111\u1ea1i, nh\u00f3m c\u1ea7n ti\u1ebfp t\u1ee5c khai th\u00e1c s\u00e2u b\u1ed9 d\u1eef li\u1ec7u, b\u1ed5 sung c\u00e1c bi\u1ec3u \u0111\u1ed3 tr\u1ef1c quan v\u00e0 l\u00e0m r\u00f5 h\u01a1n c\u00e1c k\u1ebft qu\u1ea3 r\u00fat ra. \u0110\u1ed3ng th\u1eddi, c\u1ea7n g\u1eafn k\u1ebft ch\u1eb7t ch\u1ebd s\u1ea3n ph\u1ea9m nghi\u00ean c\u1ee9u v\u1edbi c\u00e1c khung n\u0103ng l\u1ef1c s\u1ed1 c\u1ee7a h\u1ecdc sinh v\u00e0 gi\u00e1o vi\u00ean (Th\u00f4ng t\u01b0 18 v\u00e0 02), l\u00e0m r\u00f5 c\u00e1c m\u1ee9c \u0111\u1ed9, ng\u01b0\u1ee1ng \u0111\u00e1nh gi\u00e1 v\u00e0 ph\u1ea1m vi \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3. \u00d4ng c\u0169ng l\u01b0u \u00fd c\u1ea7n ho\u00e0n thi\u1ec7n phi\u1ebfu xin \u00fd ki\u1ebfn chuy\u00ean gia theo h\u01b0\u1edbng b\u1ed5 sung ph\u01b0\u01a1ng \u00e1n tr\u1ea3 l\u1eddi m\u1edf v\u00e0 x\u00e1c \u0111\u1ecbnh r\u00f5 ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1 \u0111\u1ec3 t\u0103ng t\u00ednh thuy\u1ebft ph\u1ee5c.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

PGS.TS L\u00ea Trung D\u0169ng ph\u00e1t bi\u1ec3u \u00fd ki\u1ebfn<\/em><\/p>\n\n\n\n

ThS. Nguy\u1ec5n Thanh Tr\u1ecbnh n\u00eau v\u1ea5n \u0111\u1ec1 v\u1ec1 t\u00ednh x\u00e1c th\u1ef1c c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp th\u1ef1c v\u00e0 m\u00f4i tr\u01b0\u1eddng \u1ea3o. \u00d4ng \u0111\u1eb7t ra c\u00e2u h\u1ecfi v\u1ec1 \u201c\u0111i\u1ec3m ngh\u1ebdn\u201d th\u1ef1c s\u1ef1 c\u1ee7a m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean m\u00e0 AI c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft, c\u0169ng nh\u01b0 m\u1ee9c \u0111\u1ed9 h\u1ed7 tr\u1ee3 c\u1ee7a AI trong d\u1ea1y h\u1ecdc m\u00f4n h\u1ecdc n\u00e0y. Theo \u0111\u00f3, vi\u1ec7c l\u00e0m r\u00f5 c\u00e1c v\u1ea5n \u0111\u1ec1 n\u00e0y s\u1ebd gi\u00fap nh\u00f3m nghi\u00ean c\u1ee9u x\u00e1c \u0111\u1ecbnh nguy\u00ean t\u1eafc tri\u1ec3n khai v\u00e0 t\u0103ng c\u01b0\u1eddng s\u1ef1 li\u00ean k\u1ebft gi\u1eefa k\u1ebft qu\u1ea3 kh\u1ea3o s\u00e1t th\u1ef1c tr\u1ea1ng v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ec1 xu\u1ea5t.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

ThS. Nguy\u1ec5n Thanh Tr\u1ecbnh ph\u00e1t bi\u1ec3u \u00fd ki\u1ebfn<\/em><\/p>\n\n\n\n

ThS. L\u00ea Quang Qu\u00e2n g\u00f3p \u00fd c\u1ea7n l\u00e0m r\u00f5 m\u1ed9t s\u1ed1 n\u1ed9i dung trong b\u00e1o c\u00e1o th\u1ef1c tr\u1ea1ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 v\u1ea5n \u0111\u1ec1 AI c\u00f3 c\u1ea7n d\u1eef li\u1ec7u hay kh\u00f4ng trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p c\u1ee5 th\u1ec3 (v\u00ed d\u1ee5 khi s\u1eed d\u1ee5ng chatbot). Vi\u1ec7c l\u00e0m r\u00f5 nh\u1eefng \u0111i\u1ec3m n\u00e0y s\u1ebd g\u00f3p ph\u1ea7n n\u00e2ng cao gi\u00e1 tr\u1ecb c\u1ee7a b\u1ed9 c\u00f4ng c\u1ee5 nghi\u00ean c\u1ee9u. B\u00ean c\u1ea1nh \u0111\u00f3, c\u1ea7n x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng ti\u00eau ch\u00ed \u0111\u1ec3 ph\u00e2n lo\u1ea1i gi\u1ea3i ph\u00e1p, \u0111\u1ed3ng th\u1eddi thi\u1ebft k\u1ebf c\u00e2u h\u1ecfi theo quy tr\u00ecnh r\u00f5 r\u00e0ng, c\u00f3 ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1 c\u1ee5 th\u1ec3 (rubric).<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

ThS. L\u00ea Quang Qu\u00e2n ph\u00e1t bi\u1ec3u \u00fd ki\u1ebfn<\/em><\/p>\n\n\n\n

TS. H\u00e0 Th\u1ecb Th\u00fay cho r\u1eb1ng vi\u1ec7c ph\u00e2n lo\u1ea1i \u1ee9ng d\u1ee5ng AI theo c\u00e1c ho\u1ea1t \u0111\u1ed9ng m\u00f4n h\u1ecdc trong nghi\u00ean c\u1ee9u ch\u01b0a th\u1ef1c s\u1ef1 \u0111\u1ed3ng nh\u1ea5t. B\u00e0 nh\u1ea5n m\u1ea1nh m\u1ed1i li\u00ean h\u1ec7 ch\u1eb7t ch\u1ebd gi\u1eefa x\u00e2y d\u1ef1ng ng\u00e2n h\u00e0ng c\u00e2u h\u1ecfi v\u00e0 \u0111\u1ed5i m\u1edbi ki\u1ec3m tra, \u0111\u00e1nh gi\u00e1, \u0111\u1eb7c bi\u1ec7t l\u00e0 vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c thu\u1ed9c t\u00ednh \u0111\u00e1nh gi\u00e1 ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

TS. H\u00e0 Th\u1ecb Th\u00fay ph\u00e1t bi\u1ec3u \u00fd ki\u1ebfn<\/p>\n\n\n\n

T\u1ef1u chung l\u1ea1i, c\u00e1c \u00fd ki\u1ebfn trao \u0111\u1ed5i th\u1ea3o lu\u1eadn c\u1ee7a c\u00e1c \u0111\u1ea1i bi\u1ec3u cho th\u1ea5y \u1ee9ng d\u1ee5ng AI ch\u1ec9 th\u1ef1c s\u1ef1 hi\u1ec7u qu\u1ea3 khi \u0111\u01b0\u1ee3c \u0111\u1eb7t trong m\u1ed9t h\u1ec7 th\u1ed1ng s\u01b0 ph\u1ea1m ch\u1eb7t ch\u1ebd, c\u00f3 ti\u00eau ch\u00ed r\u00f5 r\u00e0ng v\u00e0 \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng trong th\u1ef1c ti\u1ec5n.<\/p>\n\n\n\n

\u0110\u1ecbnh h\u01b0\u1edbng ho\u00e0n thi\u1ec7n v\u00e0 tri\u1ec3n khai<\/strong><\/p>\n\n\n\n

Ph\u00e1t bi\u1ec3u t\u1ed5ng k\u1ebft H\u1ed9i th\u1ea3o, GS.TS. L\u00ea Anh Vinh ghi nh\u1eadn c\u00e1c \u00fd ki\u1ebfn trao \u0111\u1ed5i s\u00e2u s\u1eafc v\u00e0 nh\u1ea5n m\u1ea1nh y\u00eau c\u1ea7u ti\u1ebfp t\u1ee5c l\u00e0m r\u00f5 tr\u1ecdng t\u00e2m nghi\u00ean c\u1ee9u, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e2u h\u1ecfi: AI th\u1ef1c s\u1ef1 \u0111\u00f3ng vai tr\u00f2 g\u00ec trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean?<\/p>\n\n\n\n

\u00d4ng \u0111\u1ec1 ngh\u1ecb nh\u00f3m nghi\u00ean c\u1ee9u:<\/p>\n\n\n\n

– K\u1ebf th\u1eeba k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u c\u1ee7a c\u00e1c c\u00f4ng tr\u00ecnh trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc;<\/p>\n\n\n\n

– B\u00e1m s\u00e1t \u0111\u1eb7c th\u00f9 m\u00f4n h\u1ecdc;<\/p>\n\n\n\n

– Thi\u1ebft k\u1ebf gi\u1ea3i ph\u00e1p theo quy tr\u00ecnh c\u1ee5 th\u1ec3, c\u00f3 th\u1ec3 tri\u1ec3n khai;<\/p>\n\n\n\n

– T\u1ed5 ch\u1ee9c th\u1eed nghi\u1ec7m t\u1ea1i nh\u00e0 tr\u01b0\u1eddng tr\u01b0\u1edbc khi nh\u00e2n r\u1ed9ng.<\/p>\n\n\n\n

K\u1ebft qu\u1ea3 H\u1ed9i th\u1ea3o \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd g\u00f3p ph\u1ea7n quan tr\u1ecdng trong vi\u1ec7c \u0111\u1ecbnh h\u01b0\u1edbng nghi\u00ean c\u1ee9u, ho\u00e0n thi\u1ec7n ch\u00ednh s\u00e1ch v\u00e0 th\u00fac \u0111\u1ea9y \u1ee9ng d\u1ee5ng AI trong d\u1ea1y h\u1ecdc m\u00f4n Khoa h\u1ecdc T\u1ef1 nhi\u00ean t\u1ea1i c\u00e1c tr\u01b0\u1eddng ph\u1ed5 th\u00f4ng \u1edf Vi\u1ec7t Nam trong th\u1eddi gian t\u1edbi.<\/p>","protected":false},"excerpt":{"rendered":"

Trong b\u1ed1i c\u1ea3nh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 di\u1ec5n ra m\u1ea1nh m\u1ebd, vi\u1ec7c \u0111\u01b0a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0o gi\u00e1o d\u1ee5c ph\u1ed5 th\u00f4ng kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft. Ng\u00e0y 28\/4\/2026, Trung t\u00e2m Nghi\u00ean c\u1ee9u Ph\u00e1t tri\u1ec3n Ch\u01b0\u01a1ng tr\u00ecnh v\u00e0 \u0110\u00e1nh gi\u00e1 gi\u00e1o d\u1ee5c (Vi\u1ec7n Khoa h\u1ecdc Gi\u00e1o d\u1ee5c….<\/p>","protected":false},"author":3,"featured_media":4281,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[74],"tags":[],"_links":{"self":[{"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/posts\/4271"}],"collection":[{"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=4271"}],"version-history":[{"count":1,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/posts\/4271\/revisions"}],"predecessor-version":[{"id":4290,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/posts\/4271\/revisions\/4290"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/media\/4281"}],"wp:attachment":[{"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=4271"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=4271"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gesd.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=4271"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}