{"id":4805,"date":"2026-02-20T13:48:50","date_gmt":"2026-02-20T06:48:50","guid":{"rendered":"https:\/\/ic.rmutp.ac.th\/cn\/?p=4805"},"modified":"2026-02-27T13:56:33","modified_gmt":"2026-02-27T06:56:33","slug":"%e4%b8%93%e5%ae%b6%e5%bb%ba%e8%ae%ae%ef%bc%9a%e5%88%a9%e7%94%a8-ai-%e5%88%9b%e9%80%a0%e7%9f%a5%e8%af%86%ef%bc%8c%e5%8b%87%e4%ba%8e%e5%ae%9e%e8%b7%b5%e5%b9%b6%e5%9c%a8%e9%94%99%e8%af%af%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/ic.rmutp.ac.th\/cn\/2026\/02\/20\/%e4%b8%93%e5%ae%b6%e5%bb%ba%e8%ae%ae%ef%bc%9a%e5%88%a9%e7%94%a8-ai-%e5%88%9b%e9%80%a0%e7%9f%a5%e8%af%86%ef%bc%8c%e5%8b%87%e4%ba%8e%e5%ae%9e%e8%b7%b5%e5%b9%b6%e5%9c%a8%e9%94%99%e8%af%af%e4%b8%ad\/","title":{"rendered":"\u4e13\u5bb6\u5efa\u8bae\uff1a\u5229\u7528 AI \u521b\u9020\u77e5\u8bc6\uff0c\u52c7\u4e8e\u5b9e\u8df5\u5e76\u5728\u9519\u8bef\u4e2d\u5b66\u4e60"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4805\" class=\"elementor elementor-4805\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d993caa e-flex e-con-boxed e-con e-parent\" data-id=\"d993caa\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f20e41d elementor-widget elementor-widget-heading\" data-id=\"f20e41d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e13\u5bb6\u5efa\u8bae\uff1a\u5229\u7528 AI \u521b\u9020\u77e5\u8bc6\uff0c\u52c7\u4e8e\u5b9e\u8df5\u5e76\u5728\u9519\u8bef\u4e2d\u5b66\u4e60<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f456b9 e-flex e-con-boxed e-con e-parent\" data-id=\"0f456b9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c42b927 e-con-full e-flex e-con e-child\" data-id=\"c42b927\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ffa1123 elementor-widget elementor-widget-image\" data-id=\"ffa1123\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1952-1-1-1024x683.jpg\" class=\"attachment-large size-large wp-image-4808\" alt=\"\" srcset=\"https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1952-1-1-1024x683.jpg 1024w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1952-1-1-300x200.jpg 300w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1952-1-1-768x512.jpg 768w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1952-1-1-1536x1024.jpg 1536w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1952-1-1.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-287685c e-con-full e-flex e-con e-child\" data-id=\"287685c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f285db5 elementor-widget elementor-widget-image\" data-id=\"f285db5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1931-1-1024x683.jpg\" class=\"attachment-large size-large wp-image-4809\" alt=\"\" srcset=\"https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1931-1-1024x683.jpg 1024w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1931-1-300x200.jpg 300w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1931-1-768x512.jpg 768w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1931-1-1536x1024.jpg 1536w, https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1931-1.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef120a0 e-flex e-con-boxed e-con e-parent\" data-id=\"ef120a0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9037d91 elementor-widget elementor-widget-text-editor\" data-id=\"9037d91\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"3\"><b data-path-to-node=\"3\" data-index-in-node=\"0\">\u66fc\u8c37\u7687\u5bb6\u7406\u5de5\u5927\u5b66 (RMUTP)<\/b> \u4e3e\u529e\u4e86\u4e00\u573a\u9898\u4e3a <b data-path-to-node=\"3\" data-index-in-node=\"25\">\u201c\u62e5\u62b1 AI\uff1a\u6311\u6218\u4e0e\u673a\u9047\u201d (Embracing AI: The Challenges and Opportunities)<\/b> \u7684\u4e13\u9898\u8bb2\u5ea7\u3002\u672c\u6b21\u6d3b\u52a8\u8363\u5e78\u9080\u8bf7\u5230\u56fd\u9645\u77e5\u540d\u4e13\u5bb6\u3001\u57c3\u8fea\u65af\u79d1\u6587\u5927\u5b66 (ECU) \u6218\u7565\u5408\u4f5c\u4f19\u4f34\u526f\u9662\u957f <b data-path-to-node=\"3\" data-index-in-node=\"134\">Suku Sukunesan \u526f\u6559\u6388<\/b> \u62c5\u4efb\u4e3b\u8bb2\u5609\u5bbe\u30022026 \u5e74 2 \u6708 19 \u65e5\uff0c\u6821\u5185\u6559\u804c\u5458\u5de5\u53ca\u5b66\u751f\u9f50\u805a\u66fc\u8c37\u7687\u5bb6\u7406\u5de5\u5927\u5b66\u5927\u5a01\u5206\u6821 (Thewet) \u5927\u4f17\u4f20\u64ad\u6280\u672f\u5b66\u9662\u4e8c\u697c Mini-Theater \u5385\u53c2\u52a0\u4e86\u6b64\u6b21\u8bb2\u5ea7\u3002<\/p><p data-path-to-node=\"4\">Suku Sukunesan \u526f\u6559\u6388\u5728\u6f14\u8bb2\u4e2d\u6307\u51fa\uff0c<b data-path-to-node=\"4\" data-index-in-node=\"25\">\u201c\u6570\u5b57\u601d\u7ef4\u201d (Digital Mindset)<\/b> \u662f\u6307\u7406\u89e3\u5de5\u4f5c\u6d41\u7a0b\u5e76\u5c06\u5176\u7ec6\u5316\u5206\u89e3\uff0c\u4ece\u800c\u5728\u6bcf\u4e2a\u6b65\u9aa4\u4e2d\u7cbe\u51c6\u9009\u62e9 AI \u5de5\u5177\u8f85\u52a9\u5de5\u4f5c\u7684\u80fd\u529b\u3002\u6b64\u5916\uff0c\u4ed6\u5f3a\u8c03 <b data-path-to-node=\"4\" data-index-in-node=\"99\">\u201c\u63d0\u793a\u5de5\u7a0b\u201d (Prompt Engineering)<\/b> \u6b63\u8fc5\u901f\u6f14\u53d8\u4e3a\u4e00\u9879\u5168\u65b0\u7684\u57fa\u7840\u6280\u80fd\uff0c\u5176\u91cd\u8981\u6027\u4e0d\u4e9a\u4e8e\u8fc7\u53bb\u7684\u7f16\u7a0b\u6216\u4ee3\u7801\u7f16\u5199 (Coding)\u3002<\/p><p data-path-to-node=\"5\">\u5728\u6559\u5b66\u7ba1\u7406\u65b9\u9762\uff0c\u526f\u6559\u6388\u63d0\u5230\uff0c\u4f20\u7edf\u7684\u4ee5\u201c\u6210\u679c\u201d (Artifacts) \u4e3a\u5bfc\u5411\u7684\u8bc4\u4f30\u65b9\u5f0f\uff08\u5982\u64b0\u5199\u62a5\u544a\u6216\u5236\u4f5c\u6f14\u793a\u6587\u7a3f\uff09\u53ef\u80fd\u5df2\u4e0d\u518d\u9002\u7528\uff0c\u56e0\u4e3a AI \u80fd\u591f\u6781\u901f\u751f\u6210\u6b64\u7c7b\u5185\u5bb9\u3002\u56e0\u6b64\uff0c\u5927\u5b66\u5e94\u8f6c\u5411\u5bf9<b data-path-to-node=\"5\" data-index-in-node=\"91\">\u5b66\u4e60\u8fc7\u7a0b<\/b>\u548c<b data-path-to-node=\"5\" data-index-in-node=\"96\">\u6279\u5224\u6027\u601d\u7ef4 (Critical Thinking)<\/b> \u7684\u8bc4\u4f30\u3002\u4ed6\u5efa\u8bae\u5e94\u7528<b data-path-to-node=\"5\" data-index-in-node=\"131\">\u5efa\u6784\u4e3b\u4e49\u6559\u5b66\u6cd5 (Constructivist Pedagogy)<\/b>\uff0c\u9f13\u52b1\u5b66\u751f\u901a\u8fc7\u5411 AI \u63d0\u95ee\u6765\u5b9a\u4e49\u81ea\u5df1\u7684\u5b66\u4e60\u8def\u5f84\uff0c\u5e76\u8bbe\u8ba1\u5177\u6709**\u201c\u6297 AI \u5e72\u6270\u201d\u80fd\u529b\u4e14\u5177\u97e7\u6027\u7684\u8bfe\u7a0b\u5355\u5143 (AI-resilient units)**\uff0c\u5f15\u5bfc\u5b66\u751f\u6b63\u786e\u4f7f\u7528 AI\uff0c\u4ee5\u6ee1\u8db3\u884c\u4e1a\u5bf9\u5177\u5907\u6b64\u7c7b\u6280\u80fd\u6bd5\u4e1a\u751f\u7684\u6bb7\u5207\u9700\u6c42\u3002<\/p><p data-path-to-node=\"6\">\u6b64\u5916\uff0cSuku Sukunesan \u526f\u6559\u6388\u8fd8\u73b0\u573a\u5c55\u793a\u4e86\u591a\u6b3e AI \u5de5\u5177\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u4f8b\u5982\u5728\u6570\u79d2\u5185\u521b\u4f5c\u5e7f\u544a\u52a8\u753b\u77ed\u7247\uff0c\u4ee5\u53ca\u5229\u7528 <b data-path-to-node=\"6\" data-index-in-node=\"61\">Suno<\/b> \u5e94\u7528\u7a0b\u5e8f\u5feb\u901f\u4f5c\u66f2\u3002\u540c\u65f6\uff0c\u4ed6\u5411\u6559\u804c\u5458\u5de5\u63a8\u4ecb\u4e86 <b data-path-to-node=\"6\" data-index-in-node=\"88\">RAG (\u68c0\u7d22\u589e\u5f3a\u751f\u6210)<\/b> \u6216 <b data-path-to-node=\"6\" data-index-in-node=\"103\">Grounded AI<\/b> \u6280\u672f\u3002\u8be5\u7cfb\u7edf\u9650\u5236 AI \u4ec5\u4ece\u6307\u5b9a\u7684\u6570\u636e\u5e93\u6216\u6587\u6863\u4e2d\u63d0\u53d6\u4fe1\u606f\uff0c\u6709\u6548\u63a7\u5236\u5e76\u51cf\u5c11\u4e86 AI \u7cfb\u7edf\u63d0\u4f9b\u9519\u8bef\u4fe1\u606f\u6216\u4ea7\u751f**\u201c\u5e7b\u89c9\u201d (Hallucination)** \u7684\u95ee\u9898\uff0c\u4f7f AI \u5728\u6559\u5b66\u5e94\u7528\u4e2d\u66f4\u52a0\u7cbe\u51c6\u53ef\u9760\u3002<\/p><p data-path-to-node=\"7\">\u6700\u540e\uff0c\u526f\u6559\u6388\u4e5f\u63d0\u51fa\u4e86\u4f7f\u7528 AI \u7684\u6ce8\u610f\u4e8b\u9879\uff0c\u5305\u62ec<b data-path-to-node=\"7\" data-index-in-node=\"24\">\u7248\u6743\u95ee\u9898\u3001\u77e5\u8bc6\u4ea7\u6743 (IP) \u6cc4\u9732\u98ce\u9669\u4ee5\u53ca\u7cfb\u7edf\u5185\u7f6e\u7684\u6570\u636e\u504f\u89c1 (Bias)<\/b>\u3002\u4ed6\u603b\u7ed3\u9053\uff1a\u201c\u6211\u4eec\u5e94\u79ef\u6781\u63a5\u7eb3\u5e76\u5c1d\u8bd5\u5404\u79cd AI \u5de5\u5177\uff0c\u901a\u8fc7\u4eb2\u8eab\u5b9e\u8df5\u548c\u4e0d\u65ad\u6478\u7d22 (Trial and Error)\uff0c\u4ece\u800c\u5b9e\u73b0\u53ca\u65f6\u7684\u5b66\u4e60\u4e0e\u81ea\u6211\u8c03\u6574\u3002\u201d<br \/><br \/><b data-path-to-node=\"9\" data-index-in-node=\"0\">\u4fe1\u606f\u6765\u6e90\uff1a<\/b> \u653f\u7b56\u4e0e\u89c4\u5212\u5904\u56fd\u9645\u5173\u7cfb\u7ec4 <br \/><b data-path-to-node=\"9\" data-index-in-node=\"18\">\u6574\u7406\uff1a<\/b> Chaweewan Manopa<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55d4593 elementor-widget elementor-widget-image-gallery\" data-id=\"55d4593\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-4805 gallery-columns-6 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"55d4593\" data-elementor-lightbox-title=\"DSC_1902\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDgxMCwidXJsIjoiaHR0cHM6XC9cL2ljLnJtdXRwLmFjLnRoXC9jblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDJcL0RTQ18xOTAyLmpwZyIsInNsaWRlc2hvdyI6IjU1ZDQ1OTMifQ%3D%3D\" href='https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1902.jpg'><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1902-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"55d4593\" 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data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDgxMiwidXJsIjoiaHR0cHM6XC9cL2ljLnJtdXRwLmFjLnRoXC9jblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDJcL0RTQ18xOTI0LmpwZyIsInNsaWRlc2hvdyI6IjU1ZDQ1OTMifQ%3D%3D\" href='https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1924.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ic.rmutp.ac.th\/cn\/wp-content\/uploads\/2026\/02\/DSC_1924-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"55d4593\" data-elementor-lightbox-title=\"DSC_1926\" 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