{"id":1137800,"date":"2025-04-28T03:10:36","date_gmt":"2025-04-28T10:10:36","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?post_type=msr-blog-post&#038;p=1137800"},"modified":"2025-04-28T03:10:39","modified_gmt":"2025-04-28T10:10:39","slug":"new-arrival-in-research-25","status":"publish","type":"msr-blog-post","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/articles\/new-arrival-in-research-25\/","title":{"rendered":"CHI\u4e0a\u65b0 | \u63a2\u7d22\u4eba\u673a\u534f\u4f5c\u7684\u65b0\u8303\u5f0f"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u6b22\u8fce\u9605\u8bfb\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u680f\u76ee\uff01\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u6c47\u805a\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6700\u65b0\u7684\u521b\u65b0\u6210\u679c\u4e0e\u79d1\u7814\u52a8\u6001\u3002\u5728\u8fd9\u91cc\uff0c\u4f60\u53ef\u4ee5\u5feb\u901f\u6d4f\u89c8\u7814\u7a76\u9662\u7684\u4eae\u70b9\u8d44\u8baf\uff0c\u4fdd\u6301\u5bf9\u524d\u6cbf\u9886\u57df\u7684\u654f\u9510\u55c5\u89c9\uff0c\u540c\u65f6\u4e5f\u80fd\u627e\u5230\u5148\u8fdb\u5b9e\u7528\u7684\u5f00\u6e90\u5de5\u5177\u3002<\/p>\n\n\n\n<p>CHI \u662f\u4eba\u673a\u4ea4\u4e92\u9886\u57df\u6700\u5177\u5f71\u54cd\u529b\u7684\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u4e4b\u4e00\uff0c\u4eca\u5e74\u7684 CHI \u5927\u4f1a\u4e8e4\u670826\u65e5\u81f35\u67081\u65e5\u5728\u65e5\u672c\u6a2a\u6ee8\u4e3e\u529e\u3002\u672c\u671f\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u5c06\u4e3a\u5927\u5bb6\u5e26\u6765\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5165\u9009 CHI 2025 \u7684\u4e09\u7bc7\u7cbe\u9009\u8bba\u6587\uff0c\u805a\u7126\u751f\u6210\u5f0f AI \u9a71\u52a8\u4e0b\u7684\u8bbe\u8ba1\u534f\u540c\u4e0e\u4eba\u673a\u4ea4\u4e92\u524d\u6cbf\u63a2\u7d22\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u672c\u671f\u5185\u5bb9\u901f\u89c8<\/strong><\/p>\n\n\n\n<p>01. 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href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/productmeta-an-interactive-system-for-metaphorical-product-design-ideation-with-multimodal-large-language-models\/\">https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/productmeta-an-interactive-system-for-metaphorical-product-design-ideation-with-multimodal-large-language-models\/<\/a><\/p>\n\n\n\n<p>\u9690\u55bb\u6027\u4ea7\u54c1\u8bbe\u8ba1\u662f\u6307\u901a\u8fc7\u5c06\u201c\u55bb\u4f53\u201d\uff08\u67d0\u4e00\u7269\u4f53\uff09\u7684\u5c5e\u6027\u6620\u5c04\u5230\u201c\u672c\u4f53\u201d\uff08\u5f85\u8bbe\u8ba1\u4ea7\u54c1\uff09\u4e0a\uff0c\u6765\u589e\u5f3a\u4ea7\u54c1\u7684\u65b0\u9896\u6027\u3001\u6fc0\u53d1\u60c5\u611f\u5171\u9e23\uff0c\u5e76\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002\u4f46\u65b0\u624b\u8bbe\u8ba1\u5e08\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\u5f80\u5f80\u9762\u4e34\u4e09\u5927\u96be\u9898\uff1a\u4e00\u662f\u96be\u4ee5\u60f3\u5230\u6709\u521b\u610f\u4e14\u7b26\u5408\u8bbe\u8ba1\u60c5\u5883\u7684\u55bb\u4f53\uff1b\u4e8c\u662f\u6620\u5c04\u7ef4\u5ea6\u7e41\u591a\uff0c\u5bb9\u6613\u9057\u6f0f\u5173\u952e\u5c5e\u6027\uff1b\u4e09\u662f\u5728\u9690\u55bb\u8868\u8fbe\u4e0e\u4ea7\u54c1\u53ef\u7528\u6027\u4e4b\u95f4\u5f88\u96be\u53d6\u5f97\u5e73\u8861\u3002<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u5408\u6e05\u534e\u5927\u5b66\u548c\u4e54\u6cbb\u6885\u68ee\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u6b3e\u57fa\u4e8e\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u7684\u9690\u55bb\u6027\u4ea7\u54c1\u8bbe\u8ba1\u521b\u610f\u652f\u6301\u5de5\u5177 ProductMeta\u3002\u901a\u8fc7\u201c\u5206\u6b65+\u6846\u67b6\u5316\u201d\u7684\u4ea4\u4e92\u754c\u9762\uff0cProductMeta \u53ef\u4ee5\u628a\u9690\u55bb\u8bbe\u8ba1\u7684\u8fc7\u7a0b\u62c6\u89e3\u4e3a\u4e09\u5927\u6a21\u5757\uff1a\u55bb\u4f53\u63a2\u7d22\u3001\u6620\u5c04\u63a2\u7d22\u4e0e\u65b9\u6848\u6784\u5efa\uff0c\u4ece\u800c\u8f85\u52a9\u8bbe\u8ba1\u5e08\u5728\u53d1\u6563\u4e0e\u6536\u655b\u601d\u7ef4\u4e4b\u95f4\u65e0\u7f1d\u5207\u6362\uff0c\u751f\u6210\u591a\u6837\u4e14\u5951\u5408\u60c5\u5883\u7684\u9690\u55bb\u5316\u8bbe\u8ba1\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"363\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-1024x363.png\" alt=\"graphical user interface, application, website\" class=\"wp-image-1137802\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-1024x363.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-300x106.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-768x272.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-1536x545.png 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-2048x726.png 2048w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-2-240x85.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe1\uff1aProductMeta 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https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-3-240x115.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"367\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-1024x367.png\" alt=\"\u5c5e\u6027\u6620\u5c04\u6a21\u5757\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5e2e\u52a9\u7528\u6237\u63a2\u7d22\u6620\u5c04\u7b56\u7565\uff1a\uff08a\uff09\u5c5e\u6027\u914d\u5bf9\u9762\u677f\uff0c\uff08b\uff09\u5c5e\u6027\u63d0\u53d6\u5668\uff0c\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u56fe\u50cf\u4ee5\u63d0\u53d6\u5c5e\u6027\uff0c\u4ee5\u53ca\uff08c\uff09\u6982\u5ff5\u5e93\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5176\u4e2d\u9884\u89c8\u3001\u5b8c\u5584\u548c\u6bd4\u8f83\u6620\u5c04\u7b56\u7565\u3002\u865a\u7ebf\u8868\u793a\u6570\u636e\u7684\u4f20\u9012\u8fc7\u7a0b\u3002\" class=\"wp-image-1137804\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-1024x367.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-300x108.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-768x276.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-1536x551.png 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-2048x735.png 2048w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-4-240x86.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe3\uff1a\u5c5e\u6027\u6620\u5c04\u6a21\u5757\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5e2e\u52a9\u7528\u6237\u63a2\u7d22\u6620\u5c04\u7b56\u7565\uff1a\uff08a\uff09\u5c5e\u6027\u914d\u5bf9\u9762\u677f\uff0c\uff08b\uff09\u5c5e\u6027\u63d0\u53d6\u5668\uff0c\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u56fe\u50cf\u4ee5\u63d0\u53d6\u5c5e\u6027\uff0c\u4ee5\u53ca\uff08c\uff09\u6982\u5ff5\u5e93\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5176\u4e2d\u9884\u89c8\u3001\u5b8c\u5584\u548c\u6bd4\u8f83\u6620\u5c04\u7b56\u7565\u3002\u865a\u7ebf\u8868\u793a\u6570\u636e\u7684\u4f20\u9012\u8fc7\u7a0b\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u5728\u65b9\u6848\u6784\u5efa\u9636\u6bb5\uff0cProductMeta \u901a\u8fc7\u201c\u7ea6\u675f\u9762\u677f\u201d\u4e0e\u201c\u5c5e\u6027\u9762\u677f\u201d\u5206\u522b\u5206\u89e3\u672c\u4f53\u7684\u529f\u80fd-\u884c\u4e3a-\u7ed3\u6784\u8981\u7d20\u4e0e\u55bb\u4f53\u7684\u5f62\u5f0f\u3001\u8272\u5f69\u3001\u6750\u8d28\u7b49\u7ec6\u8282\uff0c\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u5728\u9690\u55bb\u8868\u8fbe\u4e0e\u4ea7\u54c1\u53ef\u7528\u6027\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u3002\u57fa\u4e8e\u5148\u524d\u9009\u5b9a\u7684\u6620\u5c04\u7b56\u7565\u4e0e\u5173\u952e\u8bcd\uff0c\u7cfb\u7edf\u53ef\u4e00\u6b21\u6027\u751f\u6210\u56db\u5957\u8bbe\u8ba1\u65b9\u6848\uff0c\u5305\u542b\u8bbe\u8ba1\u540d\u79f0\u3001\u5ba3\u4f20\u8bed\u3001\u6982\u5ff5\u63cf\u8ff0\u548c\u4ea7\u54c1\u6e32\u67d3\u56fe\uff0c\u4e3a\u8bbe\u8ba1\u5e08\u63d0\u4f9b\u591a\u5143\u5316\u7684\u53c2\u8003\u89c6\u89d2\u3002\u7528\u6237\u53ef\u6839\u636e\u9700\u8981\u53cd\u590d\u8c03\u6574\u5173\u952e\u8bcd\u6216\u4e0a\u4f20\u65b0\u56fe\u7247\uff0c\u8fc5\u901f\u83b7\u5f97\u8fed\u4ee3\u66f4\u65b0\u7684\u8bbe\u8ba1\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"411\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-1024x411.png\" alt=\"\u65b9\u6848\u6784\u5efa\u6a21\u5757\u5e2e\u52a9\u7528\u6237\u5b8c\u5584\u8bbe\u8ba1\u65b9\u6848\u3002\u4e3b\u8981\u7ec4\u4ef6\u5305\u62ec\uff1a\uff08a\uff09\u7ea6\u675f\u9762\u677f\uff0c\uff08b\uff09\u5c5e\u6027\u9762\u677f\uff0c\uff08c\uff09\u7528\u4e8e\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5c5e\u6027\u7684\u6dfb\u52a0\u7a97\u53e3\uff0c\uff08d\uff09\u7528\u4e8e\u4e0a\u4f20\u56fe\u50cf\u4ee5\u63d0\u53d6\u5c5e\u6027\u7684\u5c5e\u6027\u63d0\u53d6\u5668\uff0c\u4ee5\u53ca\uff08e\uff09\u65b9\u6848\u521b\u5efa\u9762\u677f\u3002\" class=\"wp-image-1137805\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-1024x411.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-300x120.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-768x308.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-1536x616.png 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-2048x822.png 2048w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-5-240x96.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe4\uff1a\u65b9\u6848\u6784\u5efa\u6a21\u5757\u5e2e\u52a9\u7528\u6237\u5b8c\u5584\u8bbe\u8ba1\u65b9\u6848\u3002\u4e3b\u8981\u7ec4\u4ef6\u5305\u62ec\uff1a\uff08a\uff09\u7ea6\u675f\u9762\u677f\uff0c\uff08b\uff09\u5c5e\u6027\u9762\u677f\uff0c\uff08c\uff09\u7528\u4e8e\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5c5e\u6027\u7684\u6dfb\u52a0\u7a97\u53e3\uff0c\uff08d\uff09\u7528\u4e8e\u4e0a\u4f20\u56fe\u50cf\u4ee5\u63d0\u53d6\u5c5e\u6027\u7684\u5c5e\u6027\u63d0\u53d6\u5668\uff0c\u4ee5\u53ca\uff08e\uff09\u65b9\u6848\u521b\u5efa\u9762\u677f\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u5728\u4e00\u9879\u5305\u542b16\u540d\u521d\u5b66\u8bbe\u8ba1\u5e08\u7684\u5bf9\u6bd4\u5b9e\u9a8c\u4e2d\uff0cProductMeta \u76f8\u8f83\u4e8e\u57fa\u4e8e GPT4o \u7684 ChatGPT \u63a5\u53e3\uff0c\u5728\u521b\u610f\u55bb\u4f53\u591a\u6837\u6027\u3001\u6620\u5c04\u7b56\u7565\u6df1\u5ea6\u4ee5\u53ca\u65b9\u6848\u53ef\u884c\u6027\u4e0a\u5747\u8868\u73b0\u51fa\u663e\u8457\u4f18\u52bf\u3002\u4f7f\u7528\u8005\u62a5\u544a\u663e\u793a\uff0cProductMeta \u4e0d\u4ec5\u63d0\u5347\u4e86\u63a2\u7d22\u7684\u5e7f\u5ea6\u4e0e\u8fed\u4ee3\u7684\u9891\u6b21\uff0c\u4e5f\u589e\u5f3a\u4e86\u5bf9\u8fc7\u7a0b\u7684\u638c\u63a7\u611f\u4e0e\u6295\u5165\u5ea6\u3002\u4e13\u5bb6\u8bc4\u5ba1\u8fdb\u4e00\u6b65\u8bc1\u5b9e\uff0c\u501f\u52a9 ProductMeta \u6240\u751f\u6210\u7684\u9690\u55bb\u6027\u8bbe\u8ba1\u65b9\u6848\u5728\u521b\u65b0\u6027\u4e0e\u5b9e\u7528\u6027\u65b9\u9762\u5747\u4f18\u4e8e\u5bf9\u7167\u7ec4\u6210\u679c\u3002<\/p>\n\n\n\n<p>\u672a\u6765\uff0c\u7814\u7a76\u5458\u4eec\u8ba1\u5212\u5728\u591a\u6a21\u6001\u5c5e\u6027\u63d0\u53d6\u4e0e\u751f\u6210\u3001\u4ea4\u4e92\u6d41\u7a0b\u53ca\u4f53\u9a8c\u7b49\u65b9\u9762\u6301\u7eed\u4f18\u5316\uff0c\u5e76\u63a2\u7d22\u5c06\u8be5\u5de5\u5177\u4e0e\u66f4\u591a\u573a\u666f\u7684\u5177\u4f53\u9700\u6c42\u76f8\u7ed3\u5408\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u9690\u55bb\u6027\u4ea7\u54c1\u8bbe\u8ba1\u7684\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u6548\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"860\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-6-1024x860.png\" alt=\"\u7528\u6237\u4f7f\u7528 ProductMeta \u7cfb\u7edf\u751f\u6210\u7684\u8bbe\u8ba1\u6848\u4f8b\u5c55\u793a\" class=\"wp-image-1137806\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-6-1024x860.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-6-300x252.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-6-768x645.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-6-214x180.png 214w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-6.png 1320w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe5\uff1a\u7528\u6237\u4f7f\u7528 ProductMeta \u7cfb\u7edf\u751f\u6210\u7684\u8bbe\u8ba1\u6848\u4f8b\u5c55\u793a<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"02-\u4ea4\u4e92\u589e\u5f3a\u578b\u6307\u4ee4-\u6253\u5f00\u751f\u6210\u5f0fai\u7cbe\u51c6\u534f\u4f5c\u7684\u65b0\u8303\u5f0f\">02. \u4ea4\u4e92\u589e\u5f3a\u578b\u6307\u4ee4\uff1a\u6253\u5f00\u751f\u6210\u5f0fAI\u7cbe\u51c6\u534f\u4f5c\u7684\u65b0\u8303\u5f0f<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-7-1024x386.png\" alt=\"graphical user interface, text, application\" class=\"wp-image-1137807\" style=\"width:510px\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-7-1024x386.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-7-300x113.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-7-768x289.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-7-240x90.png 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-7.png 1369w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2503.02874\">https:\/\/arxiv.org\/abs\/2503.02874<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u666e\u53ca\u8ba9\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u6210\u4e3a\u4eba\u673a\u4ea4\u4e92\u7684\u6838\u5fc3\u65b9\u5f0f\uff0c\u4f46\u5176\u56fa\u6709\u7684\u6a21\u7cca\u6027\u5e38\u5bfc\u81f4\u8f93\u51fa\u504f\u79bb\u7528\u6237\u7684\u771f\u5b9e\u9700\u6c42\u3002\u4e3a\u7834\u89e3\u8fd9\u4e00\u56f0\u5c40\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u5408\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u3001\u897f\u5317\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u5728\u6700\u65b0\u8bba\u6587\u4e2d\u7cfb\u7edf\u9610\u91ca\u4e86\u201c\u4ea4\u4e92\u589e\u5f3a\u578b\u6307\u4ee4\uff08Interaction-Augmented Instruction\uff09\u201d\u7684\u8bbe\u8ba1\u903b\u8f91\u4e0e\u5e94\u7528\u6846\u67b6\uff0c\u4e3a\u63d0\u5347 AI \u610f\u56fe\u7406\u89e3\u80fd\u529b\u63d0\u4f9b\u4e86\u7406\u8bba\u652f\u6491\u3002<\/p>\n\n\n\n<p>\u6b64\u524d\u7ed9 AI \u4e0b\u6307\u4ee4\u5c31\u50cf\u604b\u7231\u4e2d\u7684\u7eaf\u6587\u5b57\u8868\u767d\uff0c\u82e5\u52a0\u5165&#8221;\u80a2\u4f53\u8bed\u8a00&#8221;\u6548\u679c\u53ef\u80fd\u4f1a\u66f4\u597d\u3002\u9876\u7ea7\u7684\u4e13\u4e1a\u7528\u6237\u4e5f\u90fd\u5728\u4f7f\u7528&#8221;\u6587\u5b57+\u4ea4\u4e92&#8221;\u7684\u7ec4\u5408\u62f3\uff1a\u8bbe\u8ba1\u5e08\u7528\u6d82\u62b9\u9009\u533a\u7cbe\u51c6\u9501\u5b9a\u4fee\u6539\u533a\u57df\uff0c\u7a0b\u5e8f\u5458\u7528\u6d41\u7a0b\u56fe\u6846\u5b9a\u4ee3\u7801\u751f\u6210\u8303\u56f4\u7b49\u3002\u5c3d\u7ba1\u8fd9\u79cd\u589e\u5f3a\u7b56\u7565\u5df2\u7ecf\u88ab\u5e7f\u6cdb\u5e94\u7528\uff0c\u4f46\u76ee\u524d\u4ecd\u7f3a\u4e4f\u5bf9\u5176\u8bbe\u8ba1\u8303\u5f0f\u7684\u7cfb\u7edf\u6027\u7406\u89e3\uff0c\u8fd9\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u963b\u788d\u4e86\u76f8\u5173\u6280\u672f\u7684\u91cd\u7528\u4e0e\u521b\u65b0\u3002<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u667a\u80fd\u6307\u4ee4\u8bbe\u8ba1\u7684\u4e94\u5927\u7075\u9b42\u62f7\u95ee 4W1H\uff1a<\/p>\n\n\n\n<p>1. Why\uff1a\u4e3a\u4ec0\u4e48\u9700\u8981\u4ea4\u4e92\u52a9\u653b\uff1f<br>\u9650\u5236\u8303\u56f4\uff1a\u7ed9 AI \u753b\u4e2a&#8221;\u91cd\u70b9\u5708&#8221;\uff0c\u907f\u514d\u7cfb\u7edf\u4e71\u6d82\u9e26<br>\u6269\u5c55\u4fe1\u606f\uff1a\u7ed9\u63d0\u793a\u8bcd&#8221;\u6253\u8865\u4e01&#8221;\uff0c\u751f\u6210 BGM \u65f6\u53ef\u76f4\u63a5\u62d6\u5165\u53c2\u8003\u97f3\u9891<br>\u91cd\u7ec4\u7ed3\u6784\uff1a\u628a\u201c\u788e\u788e\u5ff5\u201d\u53d8\u6210\u601d\u7ef4\u5bfc\u56fe<br>\u4fee\u6b63\u8868\u8fbe\uff1a\u7ed9\u6a21\u7cca\u63cf\u8ff0\u201c\u4e0a\u6ee4\u955c&#8221;\uff0c\u79d2\u53d8\u5177\u4f53\u53c2\u6570<\/p>\n\n\n\n<p>2\ufe0f. When\uff1a\u4f55\u65f6\u53d1\u8d77\u4ea4\u4e92\uff1f<br>\u8d77\u624b\u5f0f\uff1a\u5f00\u5c40\u5c31\u753b\u91cd\u70b9<br>\u89c1\u62db\u62c6\u62db\uff1a\u6839\u636e AI \u53cd\u9988\u52a8\u6001\u8c03\u6574<\/p>\n\n\n\n<p>3\ufe0f. Who\uff1a\u8c01\u6765\u4e3b\u5bfc\u8fd9\u573a\u5bf9\u8bdd\uff1f<br>\u7528\u6237\u4e3b\u52a8\u6d3e\uff1a\u62d6\u62fd\/\u6807\u6ce8\/\u8349\u56fe\u4efb\u9009<br>AI \u52a9\u653b\u6d41\uff1a\u667a\u80fd\u63a8\u8350\u9009\u9879\u7684\u591a\u8f6e battle<\/p>\n\n\n\n<p>4\ufe0f. What\uff1a\u6709\u54ea\u4e9b\u795e\u4ed9\u64cd\u4f5c\uff1f<br>\u4ece\u57fa\u7840\u6b3e\u5230 Pro \u7248\uff1a\u70b9\u51fb\u9009\u62e9\u3001\u6587\u672c\u6807\u6ce8\u3001\u624b\u7ed8\u8349\u56fe\u3001\u6d41\u7a0b\u56fe\u64cd\u63a7\u30013D \u7a7a\u95f4\u6807\u6ce8\u7b49\u7b49<\/p>\n\n\n\n<p>5\ufe0f. How\uff1a\u5982\u4f55\u843d\u5730\u6267\u884c\uff1f<br>AI \u76f4\u63a5\u89e3\u7801\u6216\u8c03\u7528\u5176\u4ed6\u4e13\u4e1a\u5de5\u5177\u94fe\uff08PS\/Sketch \u5168\u5bb6\u6876\u8054\u52a8\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"365\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-1024x365.png\" alt=\"4W1H \u5206\u6790\u6846\u67b6\u3002\u201cWhy\u201d \u7ef4\u5ea6\u63cf\u8ff0\u4e86\u4ea4\u4e92\u5bf9\u7eaf\u6587\u672c\u6307\u4ee4\u4ea7\u751f\u7684\u56db\u79cd\u5f71\u54cd\u7c7b\u578b\" class=\"wp-image-1137808\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-1024x365.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-300x107.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-768x274.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-1536x548.png 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-2048x730.png 2048w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-8-240x86.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe6\uff1a4W1H \u5206\u6790\u6846\u67b6\u3002\u201cWhy\u201d \u7ef4\u5ea6\u63cf\u8ff0\u4e86\u4ea4\u4e92\u5bf9\u7eaf\u6587\u672c\u6307\u4ee4\u4ea7\u751f\u7684\u56db\u79cd\u5f71\u54cd\u7c7b\u578b<\/figcaption><\/figure>\n\n\n\n<p>\u501f\u52a9 4W1H \u6846\u67b6\uff0c\u672c\u6587\u8be6\u7ec6\u5206\u6790\u4e86\u652f\u6301\u4ea4\u4e92\u589e\u5f3a\u578b\u6307\u4ee4\u7684\u73b0\u6709\u5de5\u5177\uff0c\u5e76\u603b\u7ed3\u4e86\u5e38\u89c1\u7684\u8bbe\u8ba1\u8303\u5f0f\u3002\u57fa\u4e8e\u8fd9\u4e9b\u6d1e\u89c1\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u63d0\u51fa\u4e86\u4e00\u7cfb\u5217\u6f5c\u5728\u7684\u7814\u7a76\u673a\u4f1a\uff0c\u6bd4\u5982\u66f4\u6df1\u5165\u7684\u7406\u89e3\u548c\u8bc4\u4f30\u5927\u6a21\u578b\u5bf9\u4e8e\u4eba\u673a\u4ea4\u4e92\u65b9\u5f0f\u7684\u652f\u6301\uff0c\u4ee5\u53ca\u4e0d\u540c\u8bbe\u8ba1\u8303\u5f0f\u5bf9\u7528\u6237\u5728\u4eba\u673a\u534f\u540c\uff08Human-AI Collaboration\uff09\u8fc7\u7a0b\u4e2d\u8ba4\u77e5\u548c\u81ea\u4e3b\u6027\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"624\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-1024x624.png\" alt=\"\u5e38\u89c1\u7684\u8bbe\u8ba1\u8303\u5f0f\" class=\"wp-image-1137809\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-1024x624.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-300x183.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-768x468.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-1536x936.png 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-2048x1248.png 2048w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-9-240x146.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe7\uff1a\u5e38\u89c1\u7684\u8bbe\u8ba1\u8303\u5f0f<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"03-\u6570\u636e\u89c6\u9891\u5de5\u5177\u8bbe\u8ba1\u8303\u5f0f\u7684\u7cfb\u7edf\u6027\u53cd\u601d\">03. \u6570\u636e\u89c6\u9891\u5de5\u5177\u8bbe\u8ba1\u8303\u5f0f\u7684\u7cfb\u7edf\u6027\u53cd\u601d<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"306\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-10-1024x306.png\" alt=\"graphical user interface, text\" class=\"wp-image-1137810\" style=\"width:510px\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-10-1024x306.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-10-300x90.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-10-768x229.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-10-240x72.png 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-10.png 1136w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2502.04801\">https:\/\/arxiv.org\/abs\/2502.04801<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p>\u6570\u636e\u89c6\u9891\u4f5c\u4e3a\u4e00\u79cd\u878d\u5408\u53ef\u89c6\u5316\u3001\u52a8\u753b\u4e0e\u97f3\u9891\u7684\u591a\u5a92\u4f53\u53d9\u4e8b\u5f62\u5f0f\uff0c\u8fd1\u5e74\u6765\u5728\u5546\u4e1a\u3001\u6559\u80b2\u53ca\u8bbe\u8ba1\u9886\u57df\u8fc5\u901f\u666e\u53ca\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u901a\u8fc7\u52a8\u6001\u5316\u53d9\u4e8b\u964d\u4f4e\u6570\u636e\u7406\u89e3\u95e8\u69db\uff0c\u5e76\u501f\u52a9\u591a\u611f\u5b98\u523a\u6fc0\u63d0\u5347\u89c2\u4f17\u53c2\u4e0e\u5ea6\u3002\u51e0\u5927\u5168\u7403\u77e5\u540d\u7684\u89c6\u9891\u5185\u5bb9\u5e73\u53f0\u5747\u9a8c\u8bc1\u4e86\u6570\u636e\u89c6\u9891\u7684\u4ebf\u7ea7\u7528\u6237\u5438\u5f15\u529b\u3002\u7136\u800c\uff0c\u89c6\u9891\u7684\u521b\u4f5c\u8fc7\u7a0b\u590d\u6742\uff0c\u9700\u534f\u8c03\u53ef\u89c6\u5316\u3001\u52a8\u753b\u3001\u53d9\u4e8b\u7ed3\u6784\u3001\u97f3\u9891\u7b49\u591a\u6837\u7684\u591a\u5a92\u4f53\u7ec4\u4ef6\uff0c\u5bf9\u7528\u6237\u7684\u8bbe\u8ba1\u80fd\u529b\u548c\u5de5\u5177\u652f\u6301\u63d0\u51fa\u4e86\u6781\u9ad8\u7684\u8981\u6c42\u3002\u5c3d\u7ba1\u5df2\u6709\u5927\u91cf\u5de5\u5177\u81f4\u529b\u4e8e\u7b80\u5316\u6d41\u7a0b\uff0c\u4f46\u4ecd\u7f3a\u4e4f\u5bf9\u8bbe\u8ba1\u8303\u5f0f\u7684\u7cfb\u7edf\u6027\u603b\u7ed3\uff0c\u96be\u4ee5\u6307\u5bfc\u672a\u6765\u5de5\u5177\u7684\u5f00\u53d1\u3002<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u4e0e\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u5c48\u534e\u6c11\u6559\u6388\u7684\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u4e8c\u7ef4\u6846\u67b6\uff0c\u4ece\u201c\u521b\u5efa\u4e0e\u534f\u8c03\u4ec0\u4e48\u6837\u7684\u6570\u636e\u89c6\u9891\u7ec4\u4ef6\u201d\u548c\u201c\u5982\u4f55\u9ad8\u6548\u5730\u652f\u6301\u521b\u5efa\u4e0e\u534f\u8c03\u8fd9\u4e9b\u7ec4\u4ef6\u201d\u4e24\u4e2a\u7ef4\u5ea6\uff0c\u5bf946\u4e2a\u73b0\u6709\u6570\u636e\u89c6\u9891\u5de5\u5177\u7684\u8868\u73b0\u529b\uff08expressiviness\uff09\u548c\u53ef\u5b66\u4e60\u6027\uff08learnability\uff09\u8fdb\u884c\u4e86\u6df1\u5ea6\u5206\u6790\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u89c6\u9891\u53ef\u5206\u89e3\u4e3a\u89c6\u89c9\u3001\u52a8\u6548\u3001\u53d9\u4e8b\u3001\u97f3\u9891\u56db\u7c7b\u7ec4\u4ef6\uff0c\u6309\u7ec4\u4ef6\u590d\u6742\u5ea6\u7814\u7a76\u5458\u4eec\u5c06\u5176\u5212\u5206\u4e3a\u4e09\u4e2a\u8868\u73b0\u529b\u5c42\u7ea7\uff1a\u52a8\u753b\u5355\u5143\uff08\u89c6\u89c9+\u52a8\u6548\uff09\u3001\u52a8\u6001\u53d9\u4e8b\uff08\u589e\u52a0\u6587\u672c\uff09\u3001\u97f3\u9891\u589e\u5f3a\u89c6\u9891\uff08\u5305\u542b\u5b8c\u6574\u56db\u8981\u7d20\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"204\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-11-1024x204.png\" alt=\"\u6570\u636e\u89c6\u9891\u7684\u4e09\u4e2a\u8868\u73b0\u529b\u5c42\u7ea7\u3002\u7ec4\u4ef6\u7684\u591a\u6837\u6027\u867d\u63d0\u5347\u4e86\u8868\u73b0\u6f5c\u529b\uff0c\u4f46\u4e5f\u56e0\u6d89\u53ca\u66f4\u591a\u7ec4\u4ef6\u53ca\u5f15\u5165\u65b0\u7684\u534f\u8c03\u5173\u7cfb\u800c\u589e\u52a0\u4e86\u521b\u4f5c\u590d\u6742\u6027\u3002\" class=\"wp-image-1137811\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-11-1024x204.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-11-300x60.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-11-768x153.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-11-240x48.png 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-11.png 1139w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe8\uff1a\u6570\u636e\u89c6\u9891\u7684\u4e09\u4e2a\u8868\u73b0\u529b\u5c42\u7ea7\u3002\u7ec4\u4ef6\u7684\u591a\u6837\u6027\u867d\u63d0\u5347\u4e86\u8868\u73b0\u6f5c\u529b\uff0c\u4f46\u4e5f\u56e0\u6d89\u53ca\u66f4\u591a\u7ec4\u4ef6\u53ca\u5f15\u5165\u65b0\u7684\u534f\u8c03\u5173\u7cfb\u800c\u589e\u52a0\u4e86\u521b\u4f5c\u590d\u6742\u6027\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u73b0\u6709\u5de5\u5177\u901a\u8fc7\u5dee\u5f02\u5316\u6765\u5206\u914d\u4eba\u673a\u4efb\u52a1\uff0c\u4ee5\u4fc3\u8fdb\u5404\u7ec4\u4ef6\u7684\u521b\u4f5c\u4e0e\u534f\u540c\u3002\u4ece\u7528\u6237\u8f93\u5165\u5230\u6700\u7ec8\u534f\u8c03\u6570\u636e\u89c6\u9891\u7ec4\u4ef6\u7684\u8f6c\u5316\u8fc7\u7a0b\u5448\u73b0\u51fa\u56db\u79cd\u4eba\u673a\u5206\u5de5\u6a21\u5f0f\uff1a\u539f\u59cb\u6a21\u5f0f\uff08\u65e0\u8f6c\u5316\uff09\u3001\u4eba\u5de5\u4e3b\u5bfc\uff08\u7528\u6237\u5168\u6d41\u7a0b\u63a7\u5236\uff09\u3001\u6df7\u5408\u4e3b\u5bfc\uff08\u4eba\u673a\u534f\u540c\uff09\u53ca AI \u4e3b\u5bfc\uff08\u81ea\u52a8\u5316\u751f\u6210\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"334\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-12-1024x334.png\" alt=\"\u4eba\u7c7b\u4e0e AI \u5728\u5c06\u591a\u5143\u7528\u6237\u8f93\u5165\u8f6c\u5316\u4e3a\u6570\u636e\u89c6\u9891\u8fc7\u7a0b\u4e2d\u7684\u89d2\u8272\u5206\u5de5\u6a21\u5f0f\u3002\" class=\"wp-image-1137812\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-12-1024x334.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-12-300x98.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-12-768x250.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-12-240x78.png 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2025\/04\/new-arrival-in-research-25-12.png 1136w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe9\uff1a\u4eba\u7c7b\u4e0e AI 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