{"id":1073253,"date":"2023-09-11T04:52:00","date_gmt":"2023-09-11T11:52:00","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?post_type=msr-blog-post&#038;p=1073253"},"modified":"2024-09-25T03:44:45","modified_gmt":"2024-09-25T10:44:45","slug":"societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning","status":"publish","type":"msr-blog-post","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/articles\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning\/","title":{"rendered":"\u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u5982\u4f55\u8bc4\u4f30\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u667a\u80fd\uff1f"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u5230\u6765\uff0c\u4f7f\u5f97\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u4e86\u771f\u6b63\u5f71\u54cd\u4eba\u7c7b\u793e\u4f1a\u7684\u91cd\u8981\u6280\u672f\u4e4b\u4e00\uff0c\u5982\u4f55\u6253\u9020\u201c\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u201d\u7684\u95ee\u9898\u6b63\u53d8\u5f97\u6108\u53d1\u8feb\u5207\u548c\u5173\u952e\u3002\u4e00\u76f4\u4ee5\u6765\uff0c\u5fae\u8f6f\u59cb\u7ec8\u81f4\u529b\u4e8e\u4f9d\u7167\u4ee5\u4eba\u4e3a\u672c\u7684\u4f26\u7406\u539f\u5219\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e5f\u5c06\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u4f5c\u4e3a\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5411\u3002<\/p>\n\n\n\n<p>2023\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7279\u522b\u7ec4\u7ec7\u4e86\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a\uff0c\u4e3a\u8ba1\u7b97\u673a\u9886\u57df\u7684\u79d1\u7814\u4eba\u5458\u4e0e\u793e\u4f1a\u79d1\u5b66\u9886\u57df\u7684\u4e13\u5bb6\u5b66\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6df1\u5165\u63a2\u8ba8\u8de8\u5b66\u79d1\u524d\u6cbf\u95ee\u9898\u7684\u5e73\u53f0\uff0c\u52a9\u529b\u5851\u9020\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u793e\u4f1a\u548c\u8c10\u5171\u5904\u7684\u672a\u6765\u3002\u7cfb\u5217\u7814\u8ba8\u4f1a\u5305\u62ec\u6cd5\u5f8b\u4e0e\u4f26\u7406\u3001\u5fc3\u7406\u5b66\u548c\u793e\u4f1a\u5b66\u4e09\u5927\u4e3b\u9898\u8ba8\u8bba\u3002\u4eca\u5929\u662f\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u7cfb\u5217\u7814\u8ba8\u4f1a\u5185\u5bb9\u68b3\u7406\u7684\u7b2c\u4e8c\u671f\uff0c\u4e3a\u5927\u5bb6\u5e26\u6765\u7684\u662f\u5404\u754c\u5b66\u8005\u5bf9\u4eba\u5de5\u667a\u80fd\u4e0e\u5fc3\u7406\u5b66\u53ca\u6559\u80b2\u5b66\u76f8\u5173\u7684\u601d\u8003\u548c\u8ba8\u8bba\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u5e94\u7528\u7684\u4e0d\u65ad\u843d\u5730\uff0cAI \u4e4b\u4e8e\u4eba\u7c7b\u7684\u89d2\u8272\u4e5f\u5728\u6084\u7136\u6539\u53d8\u3002\u4eba\u4eec\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u671f\u5f85\u548c\u770b\u6cd5\uff0c\u4ece\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u7684\u673a\u5668\u8f6c\u5411\u4e86\u771f\u6b63\u7684\u667a\u80fd\u4f19\u4f34\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u65b0\u4f19\u4f34\u6240\u5177\u6709\u7684\u590d\u6742\u6027\u548c\u672a\u77e5\u6027\u5374\u662f\u4eba\u4eec\u524d\u6240\u672a\u89c1\u7684\uff0c\u56e0\u6b64\u5927\u6a21\u578b\u7684\u6d4b\u8bc4\u5de5\u4f5c\u6210\u4e3a\u4e86\u5f53\u4e0b\u4e9f\u5f85\u89e3\u51b3\u7684\u5173\u952e\u95ee\u9898\u3002\u4eba\u7c7b\u82e5\u8981\u6df1\u5165\u5730\u7406\u89e3\u8fd9\u4e9b\u590d\u6742\u4e14\u9ad8\u5ea6\u667a\u80fd\u7684\u6a21\u578b\uff0c\u5c31\u9700\u8981\u5fc3\u7406\u5b66\u53ca\u6559\u80b2\u5b66\u7b49\u6d89\u53ca\u8ba4\u77e5\u80fd\u529b\u5185\u5728\u7684\u7814\u7a76\u9886\u57df\u4e0e\u8ba1\u7b97\u673a\u79d1\u5b66\u5408\u529b\u63a2\u7d22\u3002<\/p>\n\n\n\n<p>\u5728\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\uff0c\u7814\u7a76\u8005\u4eec\u5df2\u5c06\u5bf9\u4eba\u7c7b\u80fd\u529b\u7684\u6df1\u523b\u7406\u89e3\u548c\u6d1e\u5bdf\u8fdb\u884c\u4e86\u6c47\u96c6\uff0c\u5e76\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7406\u8bba\u6a21\u578b\u4ee5\u53ca\u5bf9\u5176\u8fdb\u884c\u6709\u6548\u6d4b\u8bc4\u7684\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u90fd\u80fd\u591f\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u8bc4\u4f30\u548c\u8fdb\u4e00\u6b65\u53d1\u5c55\u63d0\u4f9b\u542f\u793a\u3002\u8fd1\u671f\uff0c\u5728\u5317\u4eac\u5e08\u8303\u5927\u5b66\u5fc3\u7406\u5b66\u90e8\u9a86\u65b9\u6559\u6388\u7684\u5927\u529b\u652f\u6301\u4e0e\u534f\u52a9\u4e0b\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3e\u529e\u4e86\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a\u7684\u5fc3\u7406\u4e0e\u6559\u80b2\u4e13\u9898\u8ba8\u8bba\u3002\u7814\u8ba8\u4f1a\u4e0a\uff0c\u6765\u81ea\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\u3001\u6559\u80b2\u9886\u57df\u4ee5\u53ca\u8ba1\u7b97\u673a\u9886\u57df\u7684\u9876\u5c16\u4e13\u5bb6\u4eec\u5171\u540c\u63a2\u8ba8\u4e86\u5fc3\u7406\u6d4b\u91cf\u6280\u672f\u5e94\u7528\u4e0e\u4eba\u5de5\u667a\u80fd\u6d4b\u8bc4\u7684\u53ef\u884c\u6027\u3001\u5927\u6a21\u578b\u5982\u4f55\u8d4b\u80fd\u5fc3\u7406\u6d4b\u8bc4\uff0c\u5e76\u5c55\u671b\u4e86\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u4e0b\u7684\u672a\u6765\u6559\u80b2\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1.png\" alt=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a\u5fc3\u7406\u4e0e\u6559\u80b2\u4e13\u9898\u8ba8\u8bba\u53c2\u4f1a\u5609\u5bbe\" class=\"wp-image-1073256\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1.png 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1-300x169.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1-768x432.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1-655x368.png 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1-240x135.png 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1-640x360.png 640w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-1-960x540.png 960w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a\u5fc3\u7406\u4e0e\u6559\u80b2\u4e13\u9898\u8ba8\u8bba\u53c2\u4f1a\u5609\u5bbe<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4eba\u7c7b\u53ca\u5927\u6a21\u578b\u7684\u80fd\u529b\u8bc4\u4f30-\u6c47\u805a\u4e0e\u6574\u5408\">\u4eba\u7c7b\u53ca\u5927\u6a21\u578b\u7684\u80fd\u529b\u8bc4\u4f30\uff1a\u6c47\u805a\u4e0e\u6574\u5408<\/h2>\n\n\n\n<p>\u76ee\u524d\uff0c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4f20\u7edf\u8bc4\u4f30\u5bf9\u8c61\u662f\u4e3a\u7279\u5b9a\u4efb\u52a1\u8bbe\u8ba1\u548c\u6784\u5efa\u7684 AI \u6a21\u578b\uff0c\u5982\u673a\u5668\u7ffb\u8bd1\u6a21\u578b\u7b49\uff0c\u6a21\u578b\u8bc4\u4f30\u5373\u8bc4\u4f30\u8fd9\u4e9b AI \u6a21\u578b\u5728\u8fd9\u4e00\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u7136\u800c\uff0c\u65b0\u4e00\u4ee3\u7684\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u662f\u4e3a\u4e86\u6267\u884c\u67d0\u4e00\u4e2a\u7279\u5b9a\u4efb\u52a1\u800c\u8bbe\u8ba1\u7684\uff0c\u5b83\u4eec\u80fd\u591f\u5e7f\u6cdb\u5730\u6a21\u62df\u4eba\u7c7b\u667a\u6167\uff0c\u80dc\u4efb\u591a\u6837\u5316\u7684\u4efb\u52a1\uff0c\u6bd4\u5982 ChatGPT\u3002\u56e0\u6b64\uff0c\u57fa\u4e8e\u5355\u4e00\u4efb\u52a1\u8868\u73b0\u7684\u4f20\u7edf\u8bc4\u4f30\u65b9\u5f0f\u4e0d\u518d\u9002\u7528\u4e8e\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u9762\u5bf9\u8fd9\u6837\u7684\u73b0\u72b6\uff0c\u6765\u81ea\u74e6\u4f26\u897f\u4e9a\u7406\u5de5\u5927\u5b66\u7684 Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u5224\u65ad\uff0c\u5df2\u6709\u7684\u8bc4\u4f30\u65b9\u6cd5\u201c\u4efb\u52a1\u5bfc\u5411\u7684\u8bc4\u4f30\u201d\uff08task-oriented evaluation\uff09\uff0c\u73b0\u5728\u9700\u8981\u8f6c\u5411\u201c\u80fd\u529b\u5bfc\u5411\u7684\u8bc4\u4f30\u201d\uff08capability-oriented evaluation\uff09\uff0c\u628a\u8bc4\u4f30\u7684\u91cd\u70b9\u4ece\u8861\u91cf\u67d0\u9879\u7279\u5b9a\u4efb\u52a1\u7684\u8868\u73b0\uff0c\u8f6c\u5411\u8fd9\u4e9b\u8868\u73b0\u80cc\u540e\u7684\u601d\u7ef4\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5c3d\u7ba1\u5bf9\u4e8e\u5927\u6a21\u578b\u800c\u8a00\uff0c\u80fd\u529b\u6d4b\u8bc4\u662f\u4e00\u4e2a\u5168\u65b0\u7684\u8bae\u9898\uff0c\u4f46\u5bf9\u4e8e\u4eba\u7c7b\u7684\u80fd\u529b\u6d4b\u8bc4\u5374\u6709\u7740\u60a0\u4e45\u7684\u5386\u53f2\u3002\u5fc3\u7406\u6d4b\u91cf\u5b66\u8ba4\u4e3a\u4eba\u7c7b\u6240\u5177\u6709\u7684\u67d0\u79cd\u6f5c\u5728\u7279\u8d28\u4f1a\u5bfc\u81f4\u4e00\u7cfb\u5217\u5178\u578b\u884c\u4e3a\uff0c\u6d4b\u91cf\u8fd9\u4e9b\u5178\u578b\u884c\u4e3a\u7684\u76ee\u7684\u4fbf\u662f\u83b7\u53d6\u5bf9\u80fd\u529b\u7684\u4f30\u8ba1\uff0c\u800c\u80fd\u529b\u53c8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u9884\u6d4b\u5728\u66f4\u591a\u76f8\u5173\u884c\u4e3a\u4e0a\u7684\u8868\u73b0\u3002\u56e0\u6b64\uff0c\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\u7684\u7814\u7a76\u8005\u4eec\u591a\u5e74\u6765\u4ee5\u4eba\u7c7b\u4e3a\u7814\u7a76\u5bf9\u8c61\uff0c\u7814\u7a76\u5982\u4f55\u91cf\u5316\u4eba\u7c7b\u7684\u4e0d\u53ef\u89c1\u5fc3\u7406\u7279\u8d28\uff0c\u5982\u601d\u7ef4\u80fd\u529b\uff0c\u5e76\u5c06\u5b83\u4eec\u4e0e\u53ef\u89c2\u5bdf\u7684\u884c\u4e3a\u8868\u73b0\u8fdb\u884c\u5173\u8054\u3002Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u8ba4\u4e3a\uff0c\u4e3a\u4e86\u5b9e\u73b0\u5bf9\u5927\u6a21\u578b\u80fd\u529b\u7684\u51c6\u786e\u8bc4\u4f30\uff0c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u79d1\u7814\u4eba\u5458\u9700\u8981\u505a\u597d\u8fdb\u884c\u201c\u8303\u5f0f\u8f6c\u53d8\u201d\u7684\u51c6\u5907\uff0c\u628a\u5fc3\u7406\u6d4b\u91cf\u65b9\u6cd5\u878d\u5165\u5230 AI \u8bc4\u4f30\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-1024x683.jpg\" alt=\"\u88c5\u9970\u6027\u56fe\u7247\" class=\"wp-image-1073259\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-1024x683.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-300x200.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-768x512.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-1536x1024.jpg 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-2048x1365.jpg 2048w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-2-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7136\u800c\uff0c\u5728\u5c06\u57fa\u4e8e\u4eba\u7c7b\u667a\u80fd\u6240\u6784\u5efa\u7684\u5fc3\u7406\u6d4b\u8bc4\u65b9\u6cd5\u5e94\u7528\u4e8e\u5927\u6a21\u578b\u7684\u80fd\u529b\u65f6\uff0c\u5fc5\u987b\u8981\u5341\u5206\u5ba1\u614e\u3002Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u6307\u51fa\uff0c\u201c\u5fc3\u7406\u6d4b\u91cf\u5b66\u7684\u65b9\u6cd5\u548c\u6280\u672f\u9700\u8981\u6839\u636e AI \u7684\u7279\u70b9\u8fdb\u884c\u6709\u9488\u5bf9\u6027\u7684\u8c03\u6574\uff0c\u76f8\u5173\u7ed3\u679c\u7684\u610f\u4e49\u548c\u89e3\u8bfb\u53ef\u80fd\u4e5f\u9700\u8981\u91cd\u65b0\u601d\u8003\u201d\u3002\u6765\u81ea\u5351\u5c14\u6839\u5927\u5b66\u7684 Marija Slavkovik \u6559\u6388\u4e5f\u8ba4\u4e3a\uff0c\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u662f\u5b8c\u5168\u6a21\u4eff\u4eba\u7c7b\u667a\u80fd\uff0c\u6240\u4ee5\u8ba1\u7b97\u673a\u5b8c\u6210\u4efb\u52a1\u6240\u91c7\u7528\u7684\u662f\u4e0e\u4eba\u7c7b\u4e0d\u540c\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u5965\u672c\u5927\u5b66\u7684\u8303\u6d25\u781a\u6559\u6388\u63d0\u5230\uff0c\u76f8\u6bd4\u4e8e\u80fd\u5426\u5c06\u5fc3\u7406\u6d4b\u9a8c\u5e94\u7528\u4e8e\u6d4b\u8bc4\u5927\u6a21\u578b\u8fd9\u4e00\u95ee\u9898\u672c\u8eab\uff0c\u89c2\u5ff5\u548c\u601d\u7ef4\u65b9\u5f0f\u7684\u8f6c\u53d8\u66f4\u4e3a\u91cd\u8981\uff0c\u901a\u8fc7\u5fc3\u7406\u6d4b\u8bc4\u7684\u89c6\u89d2\u53bb\u63a2\u7d22\u5168\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u6d4b\u8bc4\u9053\u8def\u662f\u5341\u5206\u6709\u610f\u4e49\u7684\u3002\u800c\u8fd9\u8981\u6c42\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u5fc3\u7406\u5b66\u7684\u79d1\u7814\u4eba\u5458\u8981\u5171\u540c\u63a2\u7d22\u9002\u7528\u4e8e AI \u80fd\u529b\u6d4b\u8bc4\u7684\u65b0\u8303\u5f0f\uff0c\u4e0d\u65ad\u5730\u53bb\u53d1\u73b0\u548c\u89e3\u51b3\u90a3\u4e9b\u524d\u6240\u672a\u6709\u7684\u65b0\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u5723\u52a0\u4ed1\u5927\u5b66\u7684 Clemens Stachl \u6559\u6388\u8fd8\u6307\u51fa\uff0c\u4e4b\u524d\u5df2\u6709\u7684\u6d4b\u9a8c\u5f88\u53ef\u80fd\u5df2\u7ecf\u51fa\u73b0\u5728\u4e86\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u4e2d\uff0c\u56e0\u6b64\u7814\u7a76\u8005\u5e94\u8be5\u5173\u6ce8\u5927\u6a21\u578b\u5728\u90a3\u4e9b\u5168\u65b0\u6d4b\u9a8c\u4e0a\u7684\u8868\u73b0\uff0c\u5373\u8003\u5bdf\u5927\u6a21\u578b\u662f\u5426\u5177\u5907\u5e94\u5bf9\u548c\u89e3\u51b3\u65b0\u95ee\u9898\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5927\u6a21\u578b\u8f85\u52a9\u4e0b\u7684\u672a\u6765\u6559\u80b2\u53ca\u6d4b\u8bc4\">\u5927\u6a21\u578b\u8f85\u52a9\u4e0b\u7684\u672a\u6765\u6559\u80b2\u53ca\u6d4b\u8bc4<\/h2>\n\n\n\n<p>\u5728\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\u65e2\u6709\u7684\u77e5\u8bc6\u7ecf\u9a8c\u4e0d\u65ad\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5e26\u6765\u6df1\u8fdc\u5f71\u54cd\u7684\u540c\u65f6\uff0c\u65b0\u5174\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e5f\u7ed9\u6d4b\u91cf\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u601d\u8def\u548c\u542f\u793a\u3002<\/p>\n\n\n\n<p>\u4f20\u7edf\u5fc3\u7406\u6d4b\u91cf\u5b66\u66f4\u591a\u91c7\u7528\u7684\u662f\u81ea\u4e0a\u800c\u4e0b\u7684\u601d\u8def\u2014\u2014\u57fa\u4e8e\u7406\u8bba\u6784\u5efa\u67d0\u79cd\u6bd4\u8f83\u7b80\u5355\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u7136\u540e\u83b7\u53d6\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u4ee5\u9a8c\u8bc1\u6a21\u578b\u7684\u6709\u6548\u6027\u3002\u800c\u5728\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5145\u5206\u53d1\u5c55\u7684\u5f53\u4e0b\uff0c\u5404\u79cd\u5728\u7ebf\u5b66\u4e60\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5b66\u4e60\u8d44\u6599\u3001\u5b66\u4e60\u573a\u666f\u4ee5\u53ca\u4ea4\u4e92\u5f62\u5f0f\u3002\u725b\u6d25\u5927\u5b66\u7684 Alina A von Davier \u6559\u6388\u63d0\u51fa\uff0c\u672a\u6765\u7684\u5b66\u4e60\u548c\u6d4b\u8bc4\u7cfb\u7edf\u5c06\u4f1a\u5177\u6709\u6570\u5b57\u5316\u3001\u81ea\u9002\u5e94\u3001\u4e2a\u6027\u5316\u4ee5\u53ca\u6c89\u6d78\u611f\u7b49\u7279\u70b9\uff0c\u4e14\u4eba\u4eec\u53ef\u83b7\u53d6\u7684\u5b66\u4e60\u53ca\u6d4b\u9a8c\u6570\u636e\u4e5f\u6108\u53d1\u4e30\u5bcc\uff0c\u5305\u542b\u4e86\u8bed\u97f3\u3001\u89c6\u9891\u7b49\uff0c\u56e0\u6b64\u7814\u7a76\u8005\u9700\u8981\u601d\u8003\u5982\u4f55\u5efa\u6a21\u8fd9\u4e9b\u591a\u6a21\u6001\u6570\u636e\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u6d4b\u91cf\u9886\u57df\u4e5f\u9700\u8981\u8f6c\u53d8\u8303\u5f0f\uff0c\u63a2\u7d22\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u4e0b\u7684\u6d4b\u8bc4\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p>Alina A von Davier \u6559\u6388\u63d0\u5230\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6d4b\u9a8c\u7684\u7f16\u5236\u3001\u65bd\u6d4b\u3001\u8bc4\u5206\u4ee5\u53ca\u7ed3\u679c\u62a5\u544a\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u80fd\u591f\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4f46\u5404\u4e2a\u73af\u8282\u4e2d\u4ecd\u9700\u8981\u4eba\u7c7b\u4e13\u5bb6\u8fdb\u884c\u76d1\u63a7\u548c\u51b3\u7b56\uff0c\u6bcf\u4e2a\u73af\u8282\u90fd\u5e94\u8be5\u662f\u4eba\u5de5\u667a\u80fd\u548c\u4eba\u7c7b\u667a\u80fd\u534f\u4f5c\u7684\u7ed3\u679c\u3002\u9488\u5bf9\u7f16\u5236\u73af\u8282\uff0c\u6765\u81ea\u5251\u6865\u5927\u5b66\u7684 David Stillwell \u6559\u6388\u5206\u4eab\u4e86\u5c1d\u8bd5\u91c7\u7528\u5927\u6a21\u578b\u81ea\u52a8\u7f16\u5236\u6d4b\u9a8c\u9898\u76ee\u7684\u7ecf\u9a8c\uff0c\u4ed6\u8ba4\u4e3a\u5927\u6a21\u578b\u80fd\u591f\u5e2e\u52a9\u7814\u7a76\u8005\u60f3\u51fa\u66f4\u591a\u5143\u3001\u66f4\u4e30\u5bcc\u7684\u9898\u76ee\u60c5\u5883\uff0c\u4ece\u800c\u63d0\u9ad8\u6d4b\u9a8c\u7684\u7f16\u5236\u6548\u7387\u3002\u7136\u800c\u76ee\u524d\u5927\u6a21\u578b\u751f\u6210\u7684\u9898\u76ee\u8d28\u91cf\u8fd8\u591f\u4e0d\u7406\u60f3\uff0c\u9700\u8981\u4eba\u7c7b\u4e13\u5bb6\u8fdb\u884c\u7ec6\u81f4\u7684\u7b5b\u67e5\u3002Clemens Stachl \u6559\u6388\u5219\u8868\u793a\uff0c\u5927\u6a21\u578b\u5728\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u91cf\u4e0a\u5177\u6709\u60c5\u5883\uff0c\u4f46\u5176\u53ef\u4fe1\u5ea6\u548c\u6709\u6548\u6027\u4ee5\u53ca\u900f\u660e\u5ea6\u7b49\u95ee\u9898\u5219\u4f1a\u6784\u6210\u6311\u6218\u3002<\/p>\n\n\n\n<p>Alina A von Davier \u6559\u6388\u7684\u56e2\u961f\u76ee\u524d\u5df2\u7ecf\u5c1d\u8bd5\u5c06 AI \u6280\u672f\u878d\u5165\u5fc3\u7406\u6d4b\u91cf\u4e2d\uff0c\u5e76\u63d0\u51fa\u4e86 Digital-First Assessment \u8fd9\u4e00\u65b0\u578b\u7684\u6d4b\u9a8c\u65b9\u6cd5\u3002Digital-First Assessment \u57fa\u4e8e\u6570\u5b57\u5316\u73af\u5883\u8bbe\u8ba1\uff0c\u53ef\u63d0\u4f9b\u4ea4\u4e92\u5f0f\u7684\u64cd\u4f5c\u548c\u529f\u80fd\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u8f85\u52a9\u8fdb\u884c\u6d4b\u9a8c\u7684\u751f\u6210\u548c\u5206\u53d1\uff0c\u5728\u81ea\u52a8\u91c7\u96c6\u88ab\u8bd5\u591a\u6a21\u6001\u7684\u8fc7\u7a0b\u6027\u6570\u636e\u540e\uff0c\u518d\u7ed3\u5408\u5fc3\u7406\u6d4b\u91cf\u7406\u8bba\u8fdb\u884c\u5206\u6790\u548c\u89e3\u8bfb\uff0c\u4ece\u800c\u4fdd\u8bc1\u4e86\u6d4b\u8bc4\u7ed3\u679c\u7684\u6709\u6548\u6027\u548c\u53ef\u9760\u6027\u3002Alina A von Davier \u6559\u6388\u8ba4\u4e3a\u8fd9\u79cd\u878d\u5408\u6709\u671b\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u4e0b\uff0c\u5fc3\u7406\u53ca\u6559\u80b2\u6d4b\u8bc4\u7684\u4e3b\u8981\u5f62\u5f0f\u3002<\/p>\n\n\n\n<p>\u5f53\u5927\u6a21\u578b\u5e94\u7528\u8fdb\u5165\u6559\u80b2\u9886\u57df\uff0c\u5b66\u6821\u3001\u5bb6\u957f\u4ee5\u53ca\u793e\u4f1a\u90fd\u5728\u62c5\u5fe7\u7531\u5176\u5f15\u53d1\u7684\u4e00\u4e9b\u6709\u635f\u6559\u80b2\u521d\u8877\u548c\u516c\u5e73\u6027\u7684\u60c5\u51b5\uff0c\u5982\u5b66\u751f\u4f7f\u7528\u5927\u6a21\u578b\u5b8c\u6210\u4f5c\u4e1a\u548c\u8003\u8bd5\u7b49\u3002\u6765\u81ea\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u7684\u7814\u7a76\u5458\u6731\u5b5f\u6f47\u8ba4\u4e3a\u79d1\u7814\u4eba\u5458\u9700\u8981\u601d\u8003\u5982\u4f55\u8bc6\u522b\u548c\u907f\u514d\u8fd9\u4e9b\u60c5\u51b5\u7684\u53d1\u751f\uff0c\u5305\u62ec\u5bf9\u5f02\u5e38\u4f5c\u7b54\u7684\u68c0\u6d4b\uff0c\u4f46\u66f4\u4e3a\u91cd\u8981\u7684\u662f\u601d\u8003\u5982\u4f55\u91cd\u65b0\u8bbe\u8ba1\u4f5c\u4e1a\u548c\u8bc4\u4f30\u7684\u5f62\u5f0f\u3002\u5bf9\u6b64\uff0c\u8303\u6d25\u781a\u6559\u6388\u63d0\u4f9b\u4e86\u4e00\u4e2a\u601d\u8def\u2014\u2014\u8fc7\u7a0b\u6027\u8bc4\u4f30\uff0c\u5373\u4e0d\u50cf\u4ee5\u5f80\u90a3\u6837\u5b8c\u5168\u5173\u6ce8\u7ed3\u679c\uff0c\u800c\u662f\u66f4\u5173\u6ce8\u4ea7\u51fa\u7ed3\u679c\u7684\u8fc7\u7a0b\uff0c\u6839\u636e\u8fc7\u7a0b\u6765\u53cd\u6620\u88ab\u8bd5\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3-1024x682.jpg\" alt=\"\u88c5\u9970\u6027\u56fe\u7247\" class=\"wp-image-1073262\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3-1024x682.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3-300x200.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3-768x512.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3-1536x1024.jpg 1536w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3-240x160.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/08\/societal-ai-understanding-evaluating-big-models-for-human-intelligence-and-learning-3.jpg 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5927\u6a21\u578b\u7684\u51fa\u73b0\u548c\u5e94\u7528\u76f4\u63a5\u63a8\u52a8\u4e86\u6559\u80b2\u89c2\u5ff5\u7684\u6539\u53d8\uff0c\u4fc3\u4f7f\u4eba\u4eec\u91cd\u65b0\u601d\u8003\u672a\u6765\u6559\u5b66\u548c\u8bc4\u4f30\u7684\u7126\u70b9\u3002Marija Slavkovik \u6559\u6388\u8ba4\u4e3a\u5927\u6a21\u578b\u7684\u51fa\u73b0\u8ba9\u5927\u5bb6\u5f00\u59cb\u53cd\u601d\u5982\u4eca\u7684\u6559\u80b2\u662f\u5426\u5728\u57f9\u517b\u548c\u8bc4\u4f30\u5b66\u751f\u7684\u80fd\u529b\u800c\u975e\u7279\u5b9a\u77e5\u8bc6\uff0c\u4f46\u8fd9\u5b9e\u9645\u4e0a\u662f\u6559\u80b2\u672c\u5c31\u9700\u8981\u601d\u8003\u7684\u95ee\u9898\uff0c\u662f\u5927\u6a21\u578b\u7684\u51fa\u73b0\u589e\u52a0\u4e86\u8fd9\u4e2a\u95ee\u9898\u7684\u7d27\u8feb\u6027\u3002\u6765\u81ea\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7684\u5362\u5b87\u6559\u6388\u5f3a\u8c03\uff0c\u5982\u4eca\u6211\u4eec\u6bd4\u4ee5\u5f80\u66f4\u9700\u8981\u5f3a\u8c03\u9ad8\u9636\u601d\u7ef4\u80fd\u529b\u7684\u57f9\u517b\u548c\u6d4b\u8bc4\u3002Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u5219\u6307\u51fa\u4e86\u4e00\u4e2a\u66f4\u5177\u6709\u524d\u77bb\u6027\u7684\u65b9\u5411\uff1a\u8bc4\u4f30\u4eba\u7c7b\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u5171\u540c\u4f53\uff08the hybrid of human and AI system\uff09\uff0c\u5373\u8bc4\u4f30\u4e2a\u4f53\u80fd\u5426\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u6765\u66f4\u597d\u5730\u89e3\u51b3\u95ee\u9898\u3002\u5b5f\u83f2\u65af\u5927\u5b66\u7684\u80e1\u7965\u6069\u6559\u6388\u8ba4\u4e3a\uff0c\u65b0\u4e00\u4ee3 AI \u4ee3\u8868\u4e86\u6570\u5b57\u5316\u7684\u6587\u660e\uff0c\u4eba\u4eec\u9700\u8981\u5177\u5907\u4e0e\u5b83\u4eec\u5408\u4f5c\u7684\u80fd\u529b\u3002\u9762\u5bf9\u4e00\u4e2a AI \u65e0\u5904\u4e0d\u5728\u7684\u672a\u6765\u4e16\u754c\uff0c\u793e\u4f1a\u5404\u754c\u5fc5\u987b\u5e2e\u52a9\u4e0b\u4e00\u4ee3\u5728\u8fd9\u4e2a\u4e16\u754c\u7684\u751f\u5b58\u548c\u53d1\u5c55\u505a\u597d\u51c6\u5907\u3002<\/p>\n\n\n\n<p>\u6b32\u4e86\u89e3\u672c\u6b21\u7814\u8ba8\u4f1a\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u70b9\u51fb\u94fe\u63a5\uff1a<\/p>\n\n\n\n<p><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/event\/the-workshop-on-understanding-and-evaluating-big-models-for-human-intelligence-and-learning\/\">The Workshop on Understanding and Evaluating Big Models for Human Intelligence and Learning<\/a><\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u4e0e\u5fc3\u7406\u6d4b\u91cf\u7684\u7ed3\u5408\u9884\u793a\u7740\u4e00\u573a\u5212\u65f6\u4ee3\u7684\u53d8\u9769\u3002\u5fc3\u7406\u6d4b\u91cf\u5b66\u53ef\u4ee5\u5e2e\u52a9\u4eba\u4eec\u6df1\u523b\u3001\u900f\u5f7b\u5730\u7406\u89e3\u548c\u6316\u6398\u5927\u6a21\u578b\u7684\u771f\u5b9e\u80fd\u529b\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u5927\u6a21\u578b\u4e5f\u5c06\u6210\u4e3a\u5fc3\u7406\u53ca\u6559\u80b2\u6d4b\u8bc4\u7814\u7a76\u8005\u6df1\u5ea6\u5408\u4f5c\u7684\u4f19\u4f34\uff0c\u901a\u8fc7\u5c06 AI \u6280\u672f\u878d\u5165\u5fc3\u7406\u53ca\u6559\u80b2\u6d4b\u91cf\u7684\u5168\u8fc7\u7a0b\u4e4b\u4e2d\uff0c\u5fc3\u7406\u53ca\u6559\u80b2\u6d4b\u8bc4\u9886\u57df\u5c06\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u3001\u81ea\u52a8\u5316\u4e14\u6c89\u6d78\u5f0f\u7684\u8bc4\u4f30\u3002\u53ef\u4ee5\u9884\u89c1\u7684\u662f\uff0c\u4e00\u65e6\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e0e\u5fc3\u7406\u6d4b\u91cf\u6280\u672f\u7ed3\u5408\u7684\u5de8\u5927\u6f5c\u529b\u88ab\u6fc0\u53d1\uff0c\u4e00\u4e2a\u66f4\u4e3a\u667a\u80fd\u3001\u5f00\u653e\u548c\u4eba\u6027\u5316\u7684\u6559\u80b2\u65b0\u7eaa\u5143\u5c06\u4f1a\u6210\u4e3a\u73b0\u5b9e\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6309\uff1a\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u5230\u6765\uff0c\u4f7f\u5f97\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u4e86\u771f\u6b63\u5f71\u54cd\u4eba\u7c7b\u793e\u4f1a\u7684\u91cd\u8981\u6280\u672f\u4e4b\u4e00\uff0c\u5982\u4f55\u6253\u9020\u201c\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u201d\u7684\u95ee\u9898\u6b63\u53d8\u5f97\u6108\u53d1\u8feb\u5207\u548c\u5173\u952e\u3002\u4e00\u76f4\u4ee5\u6765\uff0c\u5fae\u8f6f\u59cb\u7ec8\u81f4\u529b\u4e8e\u4f9d\u7167\u4ee5\u4eba\u4e3a\u672c\u7684\u4f26\u7406\u539f\u5219\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e5f\u5c06\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u4f5c\u4e3a\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5411\u3002 2023\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7279\u522b\u7ec4\u7ec7\u4e86\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a\uff0c\u4e3a\u8ba1\u7b97\u673a\u9886\u57df\u7684\u79d1\u7814\u4eba\u5458\u4e0e\u793e\u4f1a\u79d1\u5b66\u9886\u57df\u7684\u4e13\u5bb6\u5b66\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6df1\u5165\u63a2\u8ba8\u8de8\u5b66\u79d1\u524d\u6cbf\u95ee\u9898\u7684\u5e73\u53f0\uff0c\u52a9\u529b\u5851\u9020\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u793e\u4f1a\u548c\u8c10\u5171\u5904\u7684\u672a\u6765\u3002\u7cfb\u5217\u7814\u8ba8\u4f1a\u5305\u62ec\u6cd5\u5f8b\u4e0e\u4f26\u7406\u3001\u5fc3\u7406\u5b66\u548c\u793e\u4f1a\u5b66\u4e09\u5927\u4e3b\u9898\u8ba8\u8bba\u3002\u4eca\u5929\u662f\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u7cfb\u5217\u7814\u8ba8\u4f1a\u5185\u5bb9\u68b3\u7406\u7684\u7b2c\u4e8c\u671f\uff0c\u4e3a\u5927\u5bb6\u5e26\u6765\u7684\u662f\u5404\u754c\u5b66\u8005\u5bf9\u4eba\u5de5\u667a\u80fd\u4e0e\u5fc3\u7406\u5b66\u53ca\u6559\u80b2\u5b66\u76f8\u5173\u7684\u601d\u8003\u548c\u8ba8\u8bba\u3002 \u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u5e94\u7528\u7684\u4e0d\u65ad\u843d\u5730\uff0cAI \u4e4b\u4e8e\u4eba\u7c7b\u7684\u89d2\u8272\u4e5f\u5728\u6084\u7136\u6539\u53d8\u3002\u4eba\u4eec\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u671f\u5f85\u548c\u770b\u6cd5\uff0c\u4ece\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u7684\u673a\u5668\u8f6c\u5411\u4e86\u771f\u6b63\u7684\u667a\u80fd\u4f19\u4f34\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u65b0\u4f19\u4f34\u6240\u5177\u6709\u7684\u590d\u6742\u6027\u548c\u672a\u77e5\u6027\u5374\u662f\u4eba\u4eec\u524d\u6240\u672a\u89c1\u7684\uff0c\u56e0\u6b64\u5927\u6a21\u578b\u7684\u6d4b\u8bc4\u5de5\u4f5c\u6210\u4e3a\u4e86\u5f53\u4e0b\u4e9f\u5f85\u89e3\u51b3\u7684\u5173\u952e\u95ee\u9898\u3002\u4eba\u7c7b\u82e5\u8981\u6df1\u5165\u5730\u7406\u89e3\u8fd9\u4e9b\u590d\u6742\u4e14\u9ad8\u5ea6\u667a\u80fd\u7684\u6a21\u578b\uff0c\u5c31\u9700\u8981\u5fc3\u7406\u5b66\u53ca\u6559\u80b2\u5b66\u7b49\u6d89\u53ca\u8ba4\u77e5\u80fd\u529b\u5185\u5728\u7684\u7814\u7a76\u9886\u57df\u4e0e\u8ba1\u7b97\u673a\u79d1\u5b66\u5408\u529b\u63a2\u7d22\u3002 \u5728\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\uff0c\u7814\u7a76\u8005\u4eec\u5df2\u5c06\u5bf9\u4eba\u7c7b\u80fd\u529b\u7684\u6df1\u523b\u7406\u89e3\u548c\u6d1e\u5bdf\u8fdb\u884c\u4e86\u6c47\u96c6\uff0c\u5e76\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7406\u8bba\u6a21\u578b\u4ee5\u53ca\u5bf9\u5176\u8fdb\u884c\u6709\u6548\u6d4b\u8bc4\u7684\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u90fd\u80fd\u591f\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u8bc4\u4f30\u548c\u8fdb\u4e00\u6b65\u53d1\u5c55\u63d0\u4f9b\u542f\u793a\u3002\u8fd1\u671f\uff0c\u5728\u5317\u4eac\u5e08\u8303\u5927\u5b66\u5fc3\u7406\u5b66\u90e8\u9a86\u65b9\u6559\u6388\u7684\u5927\u529b\u652f\u6301\u4e0e\u534f\u52a9\u4e0b\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3e\u529e\u4e86\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a\u7684\u5fc3\u7406\u4e0e\u6559\u80b2\u4e13\u9898\u8ba8\u8bba\u3002\u7814\u8ba8\u4f1a\u4e0a\uff0c\u6765\u81ea\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\u3001\u6559\u80b2\u9886\u57df\u4ee5\u53ca\u8ba1\u7b97\u673a\u9886\u57df\u7684\u9876\u5c16\u4e13\u5bb6\u4eec\u5171\u540c\u63a2\u8ba8\u4e86\u5fc3\u7406\u6d4b\u91cf\u6280\u672f\u5e94\u7528\u4e0e\u4eba\u5de5\u667a\u80fd\u6d4b\u8bc4\u7684\u53ef\u884c\u6027\u3001\u5927\u6a21\u578b\u5982\u4f55\u8d4b\u80fd\u5fc3\u7406\u6d4b\u8bc4\uff0c\u5e76\u5c55\u671b\u4e86\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u4e0b\u7684\u672a\u6765\u6559\u80b2\u3002 \u76ee\u524d\uff0c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4f20\u7edf\u8bc4\u4f30\u5bf9\u8c61\u662f\u4e3a\u7279\u5b9a\u4efb\u52a1\u8bbe\u8ba1\u548c\u6784\u5efa\u7684 AI \u6a21\u578b\uff0c\u5982\u673a\u5668\u7ffb\u8bd1\u6a21\u578b\u7b49\uff0c\u6a21\u578b\u8bc4\u4f30\u5373\u8bc4\u4f30\u8fd9\u4e9b AI \u6a21\u578b\u5728\u8fd9\u4e00\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u7136\u800c\uff0c\u65b0\u4e00\u4ee3\u7684\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u662f\u4e3a\u4e86\u6267\u884c\u67d0\u4e00\u4e2a\u7279\u5b9a\u4efb\u52a1\u800c\u8bbe\u8ba1\u7684\uff0c\u5b83\u4eec\u80fd\u591f\u5e7f\u6cdb\u5730\u6a21\u62df\u4eba\u7c7b\u667a\u6167\uff0c\u80dc\u4efb\u591a\u6837\u5316\u7684\u4efb\u52a1\uff0c\u6bd4\u5982 ChatGPT\u3002\u56e0\u6b64\uff0c\u57fa\u4e8e\u5355\u4e00\u4efb\u52a1\u8868\u73b0\u7684\u4f20\u7edf\u8bc4\u4f30\u65b9\u5f0f\u4e0d\u518d\u9002\u7528\u4e8e\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002 \u9762\u5bf9\u8fd9\u6837\u7684\u73b0\u72b6\uff0c\u6765\u81ea\u74e6\u4f26\u897f\u4e9a\u7406\u5de5\u5927\u5b66\u7684 Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u5224\u65ad\uff0c\u5df2\u6709\u7684\u8bc4\u4f30\u65b9\u6cd5\u201c\u4efb\u52a1\u5bfc\u5411\u7684\u8bc4\u4f30\u201d\uff08task-oriented evaluation\uff09\uff0c\u73b0\u5728\u9700\u8981\u8f6c\u5411\u201c\u80fd\u529b\u5bfc\u5411\u7684\u8bc4\u4f30\u201d\uff08capability-oriented evaluation\uff09\uff0c\u628a\u8bc4\u4f30\u7684\u91cd\u70b9\u4ece\u8861\u91cf\u67d0\u9879\u7279\u5b9a\u4efb\u52a1\u7684\u8868\u73b0\uff0c\u8f6c\u5411\u8fd9\u4e9b\u8868\u73b0\u80cc\u540e\u7684\u601d\u7ef4\u80fd\u529b\u3002 \u5c3d\u7ba1\u5bf9\u4e8e\u5927\u6a21\u578b\u800c\u8a00\uff0c\u80fd\u529b\u6d4b\u8bc4\u662f\u4e00\u4e2a\u5168\u65b0\u7684\u8bae\u9898\uff0c\u4f46\u5bf9\u4e8e\u4eba\u7c7b\u7684\u80fd\u529b\u6d4b\u8bc4\u5374\u6709\u7740\u60a0\u4e45\u7684\u5386\u53f2\u3002\u5fc3\u7406\u6d4b\u91cf\u5b66\u8ba4\u4e3a\u4eba\u7c7b\u6240\u5177\u6709\u7684\u67d0\u79cd\u6f5c\u5728\u7279\u8d28\u4f1a\u5bfc\u81f4\u4e00\u7cfb\u5217\u5178\u578b\u884c\u4e3a\uff0c\u6d4b\u91cf\u8fd9\u4e9b\u5178\u578b\u884c\u4e3a\u7684\u76ee\u7684\u4fbf\u662f\u83b7\u53d6\u5bf9\u80fd\u529b\u7684\u4f30\u8ba1\uff0c\u800c\u80fd\u529b\u53c8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u9884\u6d4b\u5728\u66f4\u591a\u76f8\u5173\u884c\u4e3a\u4e0a\u7684\u8868\u73b0\u3002\u56e0\u6b64\uff0c\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\u7684\u7814\u7a76\u8005\u4eec\u591a\u5e74\u6765\u4ee5\u4eba\u7c7b\u4e3a\u7814\u7a76\u5bf9\u8c61\uff0c\u7814\u7a76\u5982\u4f55\u91cf\u5316\u4eba\u7c7b\u7684\u4e0d\u53ef\u89c1\u5fc3\u7406\u7279\u8d28\uff0c\u5982\u601d\u7ef4\u80fd\u529b\uff0c\u5e76\u5c06\u5b83\u4eec\u4e0e\u53ef\u89c2\u5bdf\u7684\u884c\u4e3a\u8868\u73b0\u8fdb\u884c\u5173\u8054\u3002Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u8ba4\u4e3a\uff0c\u4e3a\u4e86\u5b9e\u73b0\u5bf9\u5927\u6a21\u578b\u80fd\u529b\u7684\u51c6\u786e\u8bc4\u4f30\uff0c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u79d1\u7814\u4eba\u5458\u9700\u8981\u505a\u597d\u8fdb\u884c\u201c\u8303\u5f0f\u8f6c\u53d8\u201d\u7684\u51c6\u5907\uff0c\u628a\u5fc3\u7406\u6d4b\u91cf\u65b9\u6cd5\u878d\u5165\u5230 AI \u8bc4\u4f30\u4e2d\u3002 \u7136\u800c\uff0c\u5728\u5c06\u57fa\u4e8e\u4eba\u7c7b\u667a\u80fd\u6240\u6784\u5efa\u7684\u5fc3\u7406\u6d4b\u8bc4\u65b9\u6cd5\u5e94\u7528\u4e8e\u5927\u6a21\u578b\u7684\u80fd\u529b\u65f6\uff0c\u5fc5\u987b\u8981\u5341\u5206\u5ba1\u614e\u3002Jos\u00e9 Hern\u00e1ndez-Orallo \u6559\u6388\u6307\u51fa\uff0c\u201c\u5fc3\u7406\u6d4b\u91cf\u5b66\u7684\u65b9\u6cd5\u548c\u6280\u672f\u9700\u8981\u6839\u636e AI \u7684\u7279\u70b9\u8fdb\u884c\u6709\u9488\u5bf9\u6027\u7684\u8c03\u6574\uff0c\u76f8\u5173\u7ed3\u679c\u7684\u610f\u4e49\u548c\u89e3\u8bfb\u53ef\u80fd\u4e5f\u9700\u8981\u91cd\u65b0\u601d\u8003\u201d\u3002\u6765\u81ea\u5351\u5c14\u6839\u5927\u5b66\u7684 Marija Slavkovik \u6559\u6388\u4e5f\u8ba4\u4e3a\uff0c\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u662f\u5b8c\u5168\u6a21\u4eff\u4eba\u7c7b\u667a\u80fd\uff0c\u6240\u4ee5\u8ba1\u7b97\u673a\u5b8c\u6210\u4efb\u52a1\u6240\u91c7\u7528\u7684\u662f\u4e0e\u4eba\u7c7b\u4e0d\u540c\u7684\u65b9\u5f0f\u3002 \u5965\u672c\u5927\u5b66\u7684\u8303\u6d25\u781a\u6559\u6388\u63d0\u5230\uff0c\u76f8\u6bd4\u4e8e\u80fd\u5426\u5c06\u5fc3\u7406\u6d4b\u9a8c\u5e94\u7528\u4e8e\u6d4b\u8bc4\u5927\u6a21\u578b\u8fd9\u4e00\u95ee\u9898\u672c\u8eab\uff0c\u89c2\u5ff5\u548c\u601d\u7ef4\u65b9\u5f0f\u7684\u8f6c\u53d8\u66f4\u4e3a\u91cd\u8981\uff0c\u901a\u8fc7\u5fc3\u7406\u6d4b\u8bc4\u7684\u89c6\u89d2\u53bb\u63a2\u7d22\u5168\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u6d4b\u8bc4\u9053\u8def\u662f\u5341\u5206\u6709\u610f\u4e49\u7684\u3002\u800c\u8fd9\u8981\u6c42\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u5fc3\u7406\u5b66\u7684\u79d1\u7814\u4eba\u5458\u8981\u5171\u540c\u63a2\u7d22\u9002\u7528\u4e8e AI \u80fd\u529b\u6d4b\u8bc4\u7684\u65b0\u8303\u5f0f\uff0c\u4e0d\u65ad\u5730\u53bb\u53d1\u73b0\u548c\u89e3\u51b3\u90a3\u4e9b\u524d\u6240\u672a\u6709\u7684\u65b0\u95ee\u9898\u3002 \u6b64\u5916\uff0c\u5723\u52a0\u4ed1\u5927\u5b66\u7684 Clemens Stachl \u6559\u6388\u8fd8\u6307\u51fa\uff0c\u4e4b\u524d\u5df2\u6709\u7684\u6d4b\u9a8c\u5f88\u53ef\u80fd\u5df2\u7ecf\u51fa\u73b0\u5728\u4e86\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u4e2d\uff0c\u56e0\u6b64\u7814\u7a76\u8005\u5e94\u8be5\u5173\u6ce8\u5927\u6a21\u578b\u5728\u90a3\u4e9b\u5168\u65b0\u6d4b\u9a8c\u4e0a\u7684\u8868\u73b0\uff0c\u5373\u8003\u5bdf\u5927\u6a21\u578b\u662f\u5426\u5177\u5907\u5e94\u5bf9\u548c\u89e3\u51b3\u65b0\u95ee\u9898\u7684\u80fd\u529b\u3002 \u5728\u5fc3\u7406\u6d4b\u91cf\u9886\u57df\u65e2\u6709\u7684\u77e5\u8bc6\u7ecf\u9a8c\u4e0d\u65ad\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5e26\u6765\u6df1\u8fdc\u5f71\u54cd\u7684\u540c\u65f6\uff0c\u65b0\u5174\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e5f\u7ed9\u6d4b\u91cf\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u601d\u8def\u548c\u542f\u793a\u3002 \u4f20\u7edf\u5fc3\u7406\u6d4b\u91cf\u5b66\u66f4\u591a\u91c7\u7528\u7684\u662f\u81ea\u4e0a\u800c\u4e0b\u7684\u601d\u8def\u2014\u2014\u57fa\u4e8e\u7406\u8bba\u6784\u5efa\u67d0\u79cd\u6bd4\u8f83\u7b80\u5355\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u7136\u540e\u83b7\u53d6\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u4ee5\u9a8c\u8bc1\u6a21\u578b\u7684\u6709\u6548\u6027\u3002\u800c\u5728\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5145\u5206\u53d1\u5c55\u7684\u5f53\u4e0b\uff0c\u5404\u79cd\u5728\u7ebf\u5b66\u4e60\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5b66\u4e60\u8d44\u6599\u3001\u5b66\u4e60\u573a\u666f\u4ee5\u53ca\u4ea4\u4e92\u5f62\u5f0f\u3002\u725b\u6d25\u5927\u5b66\u7684 Alina A von Davier \u6559\u6388\u63d0\u51fa\uff0c\u672a\u6765\u7684\u5b66\u4e60\u548c\u6d4b\u8bc4\u7cfb\u7edf\u5c06\u4f1a\u5177\u6709\u6570\u5b57\u5316\u3001\u81ea\u9002\u5e94\u3001\u4e2a\u6027\u5316\u4ee5\u53ca\u6c89\u6d78\u611f\u7b49\u7279\u70b9\uff0c\u4e14\u4eba\u4eec\u53ef\u83b7\u53d6\u7684\u5b66\u4e60\u53ca\u6d4b\u9a8c\u6570\u636e\u4e5f\u6108\u53d1\u4e30\u5bcc\uff0c\u5305\u542b\u4e86\u8bed\u97f3\u3001\u89c6\u9891\u7b49\uff0c\u56e0\u6b64\u7814\u7a76\u8005\u9700\u8981\u601d\u8003\u5982\u4f55\u5efa\u6a21\u8fd9\u4e9b\u591a\u6a21\u6001\u6570\u636e\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u6d4b\u91cf\u9886\u57df\u4e5f\u9700\u8981\u8f6c\u53d8\u8303\u5f0f\uff0c\u63a2\u7d22\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u4e0b\u7684\u6d4b\u8bc4\u6a21\u5f0f\u3002 Alina A von Davier \u6559\u6388\u63d0\u5230\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6d4b\u9a8c\u7684\u7f16\u5236\u3001\u65bd\u6d4b\u3001\u8bc4\u5206\u4ee5\u53ca\u7ed3\u679c\u62a5\u544a\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u80fd\u591f\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4f46\u5404\u4e2a\u73af\u8282\u4e2d\u4ecd\u9700\u8981\u4eba\u7c7b\u4e13\u5bb6\u8fdb\u884c\u76d1\u63a7\u548c\u51b3\u7b56\uff0c\u6bcf\u4e2a\u73af\u8282\u90fd\u5e94\u8be5\u662f\u4eba\u5de5\u667a\u80fd\u548c\u4eba\u7c7b\u667a\u80fd\u534f\u4f5c\u7684\u7ed3\u679c\u3002\u9488\u5bf9\u7f16\u5236\u73af\u8282\uff0c\u6765\u81ea\u5251\u6865\u5927\u5b66\u7684 David Stillwell [&hellip;]<\/p>\n","protected":false},"author":34512,"featured_media":1075578,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-content-parent":1012650,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[],"msr-locale":[268881],"msr-post-option":[],"class_list":["post-1073253","msr-blog-post","type-msr-blog-post","status-publish","has-post-thumbnail","hentry","msr-locale-zh_cn"],"msr_assoc_parent":{"id":1012650,"type":"lab"},"_links":{"self":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1073253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post"}],"about":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-blog-post"}],"author":[{"embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/users\/34512"}],"version-history":[{"count":3,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1073253\/revisions"}],"predecessor-version":[{"id":1075620,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1073253\/revisions\/1075620"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media\/1075578"}],"wp:attachment":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1073253"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1073253"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1073253"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1073253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}