{"id":19509,"date":"2026-09-08T16:05:53","date_gmt":"2026-09-08T06:05:53","guid":{"rendered":"https:\/\/geoffreychen.com\/ai-philosophy-observation-inclusion-is-not-representation\/"},"modified":"2026-09-08T16:05:53","modified_gmt":"2026-09-08T06:05:53","slug":"ai-philosophy-observation-inclusion-is-not-representation","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/ai-philosophy-observation-inclusion-is-not-representation\/","title":{"rendered":"AI\u54f2\u5b66\u89c2\u5bdf\uff5c\u6536\u5f55\u66f4\u591a\u58f0\u97f3\u4e0d\u7b49\u4e8e\u5df2\u7ecf\u4ee3\u8868\u8fd9\u4e9b\u58f0\u97f3"},"content":{"rendered":"<\/p>\n<p>2026\u5e749\u67082\u65e5\uff0c\u5370\u5ea6\u79d1\u5b66\u7814\u7a76\u6240\u4e0eARTPARK\u7684\u7814\u7a76\u56e2\u961f\u5728arXiv\u63d0\u4ea4Vaani\u566a\u58f0\u4e8b\u4ef6\u6570\u636e\u96c6\u8bba\u6587\uff1b9\u67087\u65e5\uff0c\u56e2\u961f\u53c8\u5728Hugging Face\u53d1\u5e03\u6280\u672f\u8bf4\u660e\u3002\u8bba\u6587\u6240\u79f0\u7684\u201c\u53d1\u5e03\u8d28\u91cf\u5b50\u96c6\u201d\u5305\u542b72,756\u6bb5\u73b0\u573a\u8bed\u97f3\uff0c\u5171122.17\u5c0f\u65f6\uff0c\u6765\u81ea38,541\u540d\u8bf4\u8bdd\u8005\uff0c\u8986\u76d6\u5370\u5ea630\u4e2a\u90a6\u3001162\u4e2a\u5730\u533a\u548c58\u79cd\u8bed\u8a00\u3002\u5f55\u97f3\u4e0d\u662f\u628a\u5e72\u51c0\u8bed\u97f3\u4e0e\u566a\u58f0\u4e8b\u540e\u5408\u6210\uff0c\u800c\u662f\u5728\u65e5\u5e38\u73af\u5883\u4e2d\u7528\u79fb\u52a8\u8bbe\u5907\u91c7\u96c6\uff0c\u518d\u628a\u4e0e\u8bed\u97f3\u91cd\u53e0\u7684\u80cc\u666f\u58f0\u97f3\u6807\u8bb0\u4e3a\u4e03\u7c7b\u4e8b\u4ef6\uff0c\u5e76\u8bb0\u5f55\u8d77\u6b62\u65f6\u95f4\u3002<\/p>\n<p>\u8fd9\u4e9b\u6570\u5b57\u6765\u81ea\u4f5c\u8005\u7684\u9884\u5370\u672c\u548c\u6570\u636e\u5361\uff0c\u4e0d\u662f\u540c\u884c\u8bc4\u5ba1\u7ed3\u8bba\u3002\u8bba\u6587\u628a21.85\u5c0f\u65f6\u5217\u4e3a\u7ecf\u8fc7\u5185\u90e8\u91cd\u65b0\u6807\u6ce8\u548c\u62bd\u6837\u590d\u6838\u7684\u65f6\u95f4\u6233\uff0c\u628a100.32\u5c0f\u65f6\u5217\u4e3a\u5c1a\u672a\u6838\u9a8c\u6807\u6ce8\u8005\u4e00\u81f4\u6027\u7684\u65f6\u95f4\u6233\u3002\u5f53\u524d\u6570\u636e\u5361\u8fd8\u5217\u51fa\u6ca1\u6709\u65f6\u95f4\u6233\u768432.4\u5c0f\u65f6\uff0c\u56e0\u6b64\u5176\u603b\u89c4\u6a21\u5927\u4e8e\u8bba\u6587\u5206\u6790\u7684\u5b50\u96c6\u3002\u6570\u636e\u4ed3\u5e93\u91c7\u7528CC BY 4.0\u8bb8\u53ef\uff0c\u4f46\u4e0b\u8f7d\u8005\u987b\u767b\u5f55\u5e76\u540c\u610f\u5206\u4eab\u8054\u7cfb\u4fe1\u606f\u3002\u4f5c\u8005\u8bf4\u660e\u4e86\u91c7\u96c6\u3001\u6807\u6ce8\u4e0e\u8d28\u91cf\u63a7\u5236\u8fc7\u7a0b\uff1b\u76ee\u524d\u6ca1\u6709\u516c\u5f00\u7684\u4e0b\u6e38\u6a21\u578b\u5b9e\u9a8c\uff0c\u4e5f\u6ca1\u6709\u72ec\u7acb\u7814\u7a76\u5bf9\u6570\u636e\u8d28\u91cf\u6216\u8de8\u8bed\u8a00\u6548\u679c\u4f5c\u51fa\u590d\u73b0\u3002<\/p>\n<p>\u8fd9\u9879\u5de5\u4f5c\u5f15\u51fa\u7684\u54f2\u5b66\u95ee\u9898\u4e0d\u662f\u201c\u6570\u636e\u8d8a\u591a\u662f\u5426\u8d8a\u597d\u201d\uff0c\u800c\u662f\uff1a\u5f53\u4e00\u4e2a\u6570\u636e\u96c6\u6536\u5f55\u66f4\u591a\u8bed\u8a00\u3001\u5730\u533a\u548c\u771f\u5b9e\u73af\u5883\u65f6\uff0c\u5b83\u662f\u5426\u5df2\u7ecf\u4ee3\u8868\u4e86\u8fd9\u4e9b\u58f0\u97f3\uff1f\u8fd9\u91cc\u81f3\u5c11\u8981\u533a\u5206\u56db\u4ef6\u4e8b\u3002\u67d0\u79cd\u8bed\u8a00\u5728\u6587\u4ef6\u4e2d\u51fa\u73b0\uff0c\u662f\u7eb3\u5165\uff1b\u82e5\u8bed\u8a00\u3001\u5730\u533a\u548c\u58f0\u5b66\u6761\u4ef6\u8fbe\u5230\u4e00\u5b9a\u8303\u56f4\uff0c\u662f\u8986\u76d6\uff1b\u82e5\u6570\u636e\u80fd\u591f\u5728\u660e\u786e\u4efb\u52a1\u4e2d\u4e3a\u5173\u4e8e\u8fd9\u4e9b\u5bf9\u8c61\u7684\u5224\u65ad\u63d0\u4f9b\u9002\u5f53\u8bc1\u636e\uff0c\u624d\u6d89\u53ca\u8ba4\u8bc6\u4ee3\u8868\u6027\uff1b\u6a21\u578b\u636e\u6b64\u5f62\u6210\u53ef\u9760\u80fd\u529b\uff0c\u5219\u8fd8\u9700\u8981\u8bad\u7ec3\u3001\u6d4b\u8bd5\u548c\u5916\u90e8\u4f7f\u7528\u4e2d\u7684\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u3002\u628a\u8fd9\u56db\u5c42\u5408\u5e76\uff0c\u5c31\u5bb9\u6613\u4ece\u201c\u5df2\u7ecf\u6536\u5f55\u201d\u76f4\u63a5\u8df3\u5230\u201c\u5df2\u7ecf\u8ba4\u8bc6\u201d\u3002<\/p>\n<p>Vaani\u786e\u5b9e\u6539\u53d8\u4e86\u53ef\u88ab\u89c2\u5bdf\u7684\u8303\u56f4\u3002\u8bb8\u591a\u8bed\u97f3\u8d44\u6e90\u4ee5\u5e72\u51c0\u5f55\u97f3\u3001\u6717\u8bfb\u8bed\u97f3\u6216\u4eba\u5de5\u6df7\u5408\u566a\u58f0\u4e3a\u4e3b\uff0c\u8fd9\u5957\u8d44\u6599\u5219\u4fdd\u7559\u73b0\u573a\u8bed\u97f3\u4e0e\u73af\u5883\u58f0\u97f3\u540c\u65f6\u53d1\u751f\u7684\u5173\u7cfb\u3002\u5bf9\u4e8e\u7814\u7a76\u5370\u5ea6\u771f\u5b9e\u573a\u666f\u4e2d\u7684\u8bed\u97f3\u8bc6\u522b\uff0c\u5b83\u63d0\u4f9b\u4e86\u4ee5\u524d\u8f83\u96be\u53d6\u5f97\u7684\u5dee\u5f02\uff1a\u8bed\u8a00\u5dee\u5f02\u3001\u5730\u57df\u5dee\u5f02\u3001\u8bbe\u5907\u4e0e\u573a\u666f\u5dee\u5f02\uff0c\u4ee5\u53ca\u566a\u58f0\u4e0e\u8bf4\u8bdd\u5728\u65f6\u95f4\u4e0a\u7684\u91cd\u53e0\u5dee\u5f02\u3002\u8fd9\u4e9b\u65b0\u589e\u5dee\u5f02\u5177\u6709\u8ba4\u8bc6\u4ef7\u503c\uff0c\u56e0\u4e3a\u4e00\u4e2a\u7cfb\u7edf\u4e0d\u53ef\u80fd\u5b66\u4e60\u5b83\u4ece\u672a\u88ab\u5141\u8bb8\u533a\u5206\u7684\u6761\u4ef6\u3002<\/p>\n<p>\u4f46\u4ee3\u8868\u6027\u4e0d\u80fd\u7531\u8bed\u8a00\u6570\u91cf\u5355\u72ec\u63a8\u51fa\u3002\u8bba\u6587\u7684122.17\u5c0f\u65f6\u4e2d\uff0c\u5370\u5730\u8bed\u536083.9\u5c0f\u65f6\uff0c\u5176\u4ed6\u8bed\u8a00\u5f62\u6210\u660e\u663e\u957f\u5c3e\u3002\u8fd9\u4e2a\u5206\u5e03\u672c\u8eab\u4e0d\u5fc5\u7136\u9519\u8bef\uff1b\u6570\u636e\u662f\u5426\u5408\u9002\u53d6\u51b3\u4e8e\u7814\u7a76\u95ee\u9898\u3002\u82e5\u4efb\u52a1\u662f\u7814\u7a76\u5370\u5730\u8bed\u5360\u4e3b\u5bfc\u7684\u91c7\u96c6\u573a\u666f\uff0c\u5b83\u53ef\u80fd\u5408\u7406\uff1b\u82e5\u7ed3\u8bba\u88ab\u8868\u8ff0\u4e3a\u5bf958\u79cd\u8bed\u8a00\u5177\u6709\u8fd1\u4f3c\u540c\u7b49\u7684\u4ee3\u8868\u6027\uff0c\u540c\u4e00\u5206\u5e03\u5c31\u4e0d\u8db3\u4ee5\u652f\u6301\u3002\u4ee3\u8868\u6027\u56e0\u6b64\u4e0d\u662f\u6837\u672c\u4e0e\u603b\u4f53\u4e4b\u95f4\u4e00\u79cd\u8131\u79bb\u7528\u9014\u7684\u76f8\u4f3c\uff0c\u800c\u662f\u6570\u636e\u3001\u4e3b\u5f20\u548c\u9002\u7528\u8303\u56f4\u4e4b\u95f4\u662f\u5426\u5339\u914d\u3002<\/p>\n<p>\u5206\u7c7b\u4e5f\u4e0d\u662f\u5bf9\u73b0\u5b9e\u7684\u88ab\u52a8\u590d\u5236\u3002\u8fde\u7eed\u7684\u58f0\u5b66\u73af\u5883\u88ab\u7ec4\u7ec7\u4e3a\u201c\u52a8\u7269\u201d\u201c\u8f66\u8f86\u4e0e\u4ea4\u901a\u201d\u201c\u5a74\u5e7c\u513f\u201d\u201c\u6b4c\u5531\u4e0e\u97f3\u4e50\u201d\u201c\u7535\u8bdd\u3001\u4fe1\u53f7\u4e0e\u8b66\u62a5\u201d\u201c\u5bb6\u7535\u4e0e\u673a\u5668\u201d\u201c\u975e\u8bed\u8a00\u4eba\u58f0\u201d\u4e03\u4e2a\u4e0a\u4f4d\u7c7b\u522b\u3002\u8fd9\u6837\u7684\u538b\u7f29\u4f7f\u6807\u6ce8\u3001\u8bad\u7ec3\u548c\u6bd4\u8f83\u6210\u4e3a\u53ef\u80fd\uff0c\u5374\u4e5f\u51b3\u5b9a\u4e86\u4ec0\u4e48\u5dee\u5f02\u4f1a\u88ab\u4fdd\u7559\uff0c\u4ec0\u4e48\u5dee\u5f02\u88ab\u5408\u5e76\u3002\u4f8b\u5982\u7948\u7977\u58f0\u5f52\u5165\u6b4c\u5531\u4e0e\u97f3\u4e50\uff0c\u8b66\u7b1b\u53ef\u80fd\u6839\u636e\u89c4\u5219\u8fdb\u5165\u7279\u5b9a\u7c7b\u522b\uff1b\u8fd9\u5e76\u975e\u7b80\u5355\u53d1\u73b0\u4e00\u4e2a\u5929\u7136\u8fb9\u754c\uff0c\u800c\u662f\u5728\u4efb\u52a1\u76ee\u6807\u4e0b\u5f62\u6210\u53ef\u64cd\u4f5c\u8fb9\u754c\u3002\u5206\u7c7b\u4e0d\u56e0\u662f\u4eba\u4e3a\u7684\u5c31\u5931\u53bb\u77e5\u8bc6\u4ef7\u503c\uff0c\u4f46\u5b83\u5fc5\u987b\u80fd\u8bf4\u660e\u81ea\u5df1\u7684\u76ee\u7684\u3001\u89c4\u5219\u548c\u4ee3\u4ef7\u3002<\/p>\n<p>\u6570\u636e\u8d28\u91cf\u5c42\u7ea7\u8fdb\u4e00\u6b65\u8bf4\u660e\uff0c\u4ee3\u8868\u6027\u4e0d\u662f\u4e8c\u5143\u5c5e\u6027\u3002\u7ecf\u8fc7\u591a\u4eba\u4e00\u81f4\u6027\u68c0\u67e5\u7684\u65f6\u95f4\u6233\u3001\u53ea\u6709\u4e00\u6b21\u6807\u6ce8\u7684\u65f6\u95f4\u6233\uff0c\u4ee5\u53ca\u53ea\u6709\u7c7b\u522b\u800c\u6ca1\u6709\u8fb9\u754c\u7684\u8bb0\u5f55\uff0c\u90fd\u53ef\u4ee5\u6709\u7528\u9014\uff0c\u5374\u4e0d\u80fd\u627f\u62c5\u76f8\u540c\u5f3a\u5ea6\u7684\u8bc1\u636e\u8d23\u4efb\u3002\u56e2\u961f\u628a\u8fd9\u4e9b\u5c42\u7ea7\u516c\u5f00\u533a\u5206\uff0c\u662f\u6bd4\u7528\u4e00\u4e2a\u603b\u89c4\u6a21\u6570\u5b57\u63a9\u76d6\u5dee\u5f02\u66f4\u53ef\u9760\u7684\u505a\u6cd5\u3002\u4e0d\u8fc7\uff0c\u900f\u660e\u6807\u6ce8\u4ecd\u53ea\u662f\u53ef\u68c0\u9a8c\u6027\u7684\u8d77\u70b9\u3002\u6570\u636e\u5728\u4e0d\u540c\u8bed\u8a00\u4e0a\u7684\u9519\u8bef\u7387\u3001\u6807\u6ce8\u8005\u5bf9\u5730\u65b9\u58f0\u97f3\u7684\u8bc6\u522b\u80fd\u529b\u3001\u7f3a\u5931\u6837\u672c\u7684\u5206\u5e03\uff0c\u4ee5\u53ca\u6a21\u578b\u5728\u672a\u89c1\u5730\u533a\u80fd\u5426\u6cdb\u5316\uff0c\u90fd\u9700\u8981\u540e\u7eed\u68c0\u9a8c\u3002<\/p>\n<p>\u5df2\u6709\u6570\u636e\u54f2\u5b66\u63d0\u4f9b\u4e86\u4e00\u4e2a\u91cd\u8981\u533a\u5206\u3002\u6570\u636e\u4e0d\u662f\u65e0\u9700\u89e3\u91ca\u7684\u73b0\u5b9e\u5207\u7247\uff1b\u4e00\u4e2a\u8bb0\u5f55\u80fd\u5426\u6210\u4e3a\u8bc1\u636e\uff0c\u53d6\u51b3\u4e8e\u5b83\u600e\u6837\u4ea7\u751f\u3001\u600e\u6837\u52a0\u5de5\u3001\u5e26\u6709\u4ec0\u4e48\u6765\u6e90\u548c\u5de5\u4f5c\u6d41\u7a0b\u4fe1\u606f\uff0c\u4ee5\u53ca\u88ab\u7528\u4e8e\u652f\u6301\u4ec0\u4e48\u4e3b\u5f20\u3002\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\u7684\u201c\u6570\u636e\u8bf4\u660e\u201d\u7814\u7a76\u4e5f\u4e3b\u5f20\u8bb0\u5f55\u6570\u636e\u4eba\u7fa4\u3001\u8bed\u8a00\u6761\u4ef6\u548c\u63a8\u8350\u7528\u9014\uff0c\u4ee5\u9650\u5236\u4e0d\u6070\u5f53\u7684\u6cdb\u5316\u3002\u8fd9\u91cc\u7684\u8981\u70b9\u4e0d\u662f\u8981\u6c42\u4efb\u4f55\u5355\u4e00\u6570\u636e\u96c6\u590d\u5236\u4e00\u4e2a\u793e\u4f1a\u7684\u5168\u90e8\u590d\u6742\u6027\uff0c\u800c\u662f\u8981\u6c42\u5b83\u7684\u4ee3\u8868\u6027\u4e3b\u5f20\u4e0e\u53ef\u89c1\u7684\u5f62\u6210\u8fc7\u7a0b\u76f8\u79f0\u3002<\/p>\n<p>\u4ece\u7ef4\u6210\u8bba\u770b\uff0cDifference\u9996\u5148\u662f\u53ef\u533a\u5206\u6027\u53ca\u5173\u7cfb\u5f62\u6210\u7684\u8d77\u70b9\u3002Vaani\u901a\u8fc7\u73b0\u573a\u5f55\u97f3\u548c\u4e8b\u4ef6\u65f6\u95f4\u6233\u589e\u52a0\u4e86\u53ef\u533a\u5206\u7684\u8bed\u8a00\u3001\u5730\u57df\u4e0e\u58f0\u5b66\u5173\u7cfb\uff1b\u540c\u65f6\uff0c\u4e03\u7c7b\u4f53\u7cfb\u548c\u91c7\u6837\u5206\u5e03\u53c8\u9009\u62e9\u4e86\u54ea\u4e9b\u5dee\u5f02\u8fdb\u5165\u6280\u672f\u89c6\u91ce\u3002Constraint\u4e0d\u662f\u7b3c\u7edf\u7684\u9650\u5236\uff0c\u800c\u662f\u4f7f\u67d0\u4e9b\u5f62\u6210\u65b9\u5f0f\u6210\u4e3a\u53ef\u80fd\u6216\u4e0d\u53ef\u80fd\u7684\u6761\u4ef6\uff1a\u91c7\u96c6\u5730\u70b9\u3001\u79fb\u52a8\u8bbe\u5907\u3001\u56fe\u50cf\u63d0\u793a\u3001\u6807\u6ce8\u89c4\u5219\u3001\u8d28\u91cf\u5c42\u7ea7\u3001\u8bbf\u95ee\u6761\u4ef6\u548c\u9884\u5b9a\u4efb\u52a1\uff0c\u5171\u540c\u9650\u5b9a\u4e86\u6570\u636e\u53ef\u4ee5\u652f\u6301\u7684\u5224\u65ad\u3002Sustained Coherence\u5219\u4e0d\u662f\u9759\u6001\u7684\u201c\u4ee3\u8868\u5f97\u50cf\u4e0d\u50cf\u201d\uff0c\u800c\u662f\u6570\u636e\u3001\u5143\u6570\u636e\u3001\u8d28\u91cf\u6807\u8bb0\u3001\u7248\u672c\u53d8\u5316\u3001\u6a21\u578b\u6d4b\u8bd5\u548c\u4f7f\u7528\u8005\u53cd\u9988\u80fd\u5426\u5728\u53cd\u9a73\u4e0e\u4fee\u6b63\u4e2d\u6301\u7eed\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n<p>\u6211\u7684\u5224\u65ad\u662f\uff0cVaani\u6269\u5927\u4e86\u5370\u5ea6\u591a\u8bed\u8a00\u73b0\u573a\u8bed\u97f3\u8fdb\u5165AI\u7814\u7a76\u7684\u8ba4\u8bc6\u6761\u4ef6\uff0c\u8fd9\u662f\u4e00\u9879\u5b9e\u8d28\u6027\u8d21\u732e\uff1b\u4f46\u6536\u5f55\u66f4\u591a\u58f0\u97f3\u8fd8\u4e0d\u7b49\u4e8e\u5df2\u7ecf\u4ee3\u8868\u8fd9\u4e9b\u58f0\u97f3\u3002\u8ba4\u8bc6\u4ee3\u8868\u6027\u4e0d\u662f\u6388\u4e88\u6570\u636e\u96c6\u7684\u4e00\u6b21\u6027\u79f0\u53f7\uff0c\u800c\u662f\u4e00\u79cd\u9700\u8981\u6301\u7eed\u7ef4\u6301\u7684\u8bc1\u636e\u5173\u7cfb\u3002\u5b83\u8981\u6c42\u7814\u7a76\u8005\u80fd\u591f\u6307\u51fa\u8c01\u548c\u4ec0\u4e48\u88ab\u7eb3\u5165\u3001\u4ee5\u4f55\u79cd\u6bd4\u4f8b\u548c\u65b9\u5f0f\u88ab\u5206\u7c7b\u3001\u54ea\u4e9b\u90e8\u5206\u66f4\u53ef\u4fe1\u3001\u7ed3\u8bba\u53ef\u4ee5\u63a8\u5e7f\u5230\u54ea\u91cc\uff0c\u4ee5\u53ca\u9519\u8bef\u51fa\u73b0\u540e\u5982\u4f55\u4fee\u6b63\u3002<\/p>\n<p>\u8fd9\u4e2a\u5224\u65ad\u4e0d\u5426\u8ba4\u4e0d\u5747\u8861\u6570\u636e\u7684\u7528\u9014\uff0c\u4e5f\u4e0d\u8981\u6c42\u6bcf\u79cd\u8bed\u8a00\u5177\u6709\u76f8\u540c\u5c0f\u65f6\u6570\u3002\u5b83\u53ea\u9650\u5b9a\u4e3b\u5f20\u7684\u8fb9\u754c\uff1a\u5728\u8de8\u8bed\u8a00\u4e0b\u6e38\u8bc4\u6d4b\u3001\u72ec\u7acb\u590d\u6838\u548c\u7248\u672c\u5316\u7684\u9519\u8bef\u8bb0\u5f55\u51fa\u73b0\u4e4b\u524d\uff0c\u8f83\u51c6\u786e\u7684\u8bf4\u6cd5\u662f\u8fd9\u5957\u6570\u636e\u6269\u5c55\u4e86\u53ef\u7814\u7a76\u7684\u771f\u5b9e\u58f0\u5b66\u6761\u4ef6\uff0c\u800c\u4e0d\u662f\u5df2\u7ecf\u5b8c\u6574\u4ee3\u8868\u5370\u5ea6\u7684\u8bed\u8a00\u4e0e\u58f0\u97f3\u73af\u5883\u3002\u672a\u6765\u6700\u6709\u8fa8\u522b\u529b\u7684\u8bc1\u636e\uff0c\u4e0d\u662f\u518d\u589e\u52a0\u4e00\u4e2a\u603b\u91cf\u6570\u5b57\uff0c\u800c\u662f\u6309\u8bed\u8a00\u3001\u5730\u533a\u3001\u8bbe\u5907\u548c\u8d28\u91cf\u5c42\u7ea7\u62a5\u544a\u6a21\u578b\u8868\u73b0\uff0c\u5e76\u5141\u8bb8\u76f8\u5173\u8bed\u8a00\u793e\u7fa4\u5bf9\u5206\u7c7b\u4e0e\u7f3a\u5931\u63d0\u51fa\u80fd\u591f\u6539\u53d8\u6570\u636e\u7248\u672c\u7684\u53cd\u9988\u3002<\/p>\n<p>\u53c2\u8003\u8d44\u6599<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2609.02474\" rel=\"nofollow\">https:\/\/arxiv.org\/abs\/2609.02474<\/a><\/p>\n<p><a href=\"https:\/\/huggingface.co\/blog\/ARTPARK-IISc\/a-real-world-dataset-for-noise-robust-speech-ai\" rel=\"nofollow\">https:\/\/huggingface.co\/blog\/ARTPARK-IISc\/a-real-world-dataset-for-noise-robust-speech-ai<\/a><\/p>\n<p><a href=\"https:\/\/huggingface.co\/datasets\/ARTPARK-IISc\/Vaani-Noise-Event-Dataset\" rel=\"nofollow\">https:\/\/huggingface.co\/datasets\/ARTPARK-IISc\/Vaani-Noise-Event-Dataset<\/a><\/p>\n<p><a href=\"https:\/\/plato.stanford.edu\/entries\/science-big-data\/\" rel=\"nofollow\">https:\/\/plato.stanford.edu\/entries\/science-big-data\/<\/a><\/p>\n<p><a href=\"https:\/\/aclanthology.org\/Q18-1041\/\" rel=\"nofollow\">https:\/\/aclanthology.org\/Q18-1041\/<\/a><\/p>\n<p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17897162,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"Using the multilingual Vaani noise-event dataset as its factual starting point, this essay distinguishes data coverage from epistemic representation and argues that representation depends on an examinable relationship among collection, classification, quality disclosure, scope and continuing correction.","_geoff_meta_description_zh":"\u4ee5Vaani\u591a\u8bed\u8a00\u566a\u58f0\u4e8b\u4ef6\u6570\u636e\u96c6\u4e3a\u4e8b\u5b9e\u8d77\u70b9\uff0c\u533a\u5206\u6570\u636e\u8986\u76d6\u4e0e\u8ba4\u8bc6\u4ee3\u8868\u6027\uff0c\u4e3b\u5f20\u4ee3\u8868\u6027\u53d6\u51b3\u4e8e\u91c7\u96c6\u3001\u5206\u7c7b\u3001\u8d28\u91cf\u8bf4\u660e\u3001\u9002\u7528\u8303\u56f4\u548c\u6301\u7eed\u6821\u6b63\u4e4b\u95f4\u53ef\u68c0\u9a8c\u7684\u5173\u7cfb\u3002","_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[787298291],"tags":[787298294,787294346,787294331,787298292,787294332,787294292,787298293,787298295],"class_list":["post-19509","post","type-post","status-publish","format-standard","hentry","category-ai-philosophy-observation","tag-ai-and-humanity","tag-artificial-intelligence","tag-787294331","tag-philosophy-of-ai","tag-sustenesis-theory","tag-787294292","tag-philosophy-of-ai-zh","tag-ai-and-humanity-zh",""],"translatepress_titles":{"en_AU":"AI Philosophy Observations | Including More Voices Is Not Yet Representing Them","zh_CN":"AI\u54f2\u5b66\u89c2\u5bdf\uff5c\u6536\u5f55\u66f4\u591a\u58f0\u97f3\u4e0d\u7b49\u4e8e\u5df2\u7ecf\u4ee3\u8868\u8fd9\u4e9b\u58f0\u97f3"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-54F","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/19509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/users\/17897162"}],"replies":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/comments?post=19509"}],"version-history":[{"count":0,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/19509\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=19509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=19509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=19509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}