{"id":20225,"date":"2026-09-21T21:44:13","date_gmt":"2026-09-21T11:44:13","guid":{"rendered":"https:\/\/geoffreychen.com\/ai-philosophy-observation-missing-provenance-is-not-erased-provenance\/"},"modified":"2026-09-21T21:44:13","modified_gmt":"2026-09-21T11:44:13","slug":"ai-philosophy-observation-missing-provenance-is-not-erased-provenance","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/ai-philosophy-observation-missing-provenance-is-not-erased-provenance\/","title":{"rendered":"AI\u54f2\u5b66\u89c2\u5bdf\uff5c\u6765\u6e90\u4fe1\u606f\u7f3a\u5931\u4e0d\u7b49\u4e8e\u6765\u6e90\u5df2\u88ab\u5220\u9664"},"content":{"rendered":"<\/p>\n

2026\u5e749\u670816\u65e5\uff0c\u7f8e\u56fd\u7b2c\u4e5d\u5de1\u56de\u4e0a\u8bc9\u6cd5\u9662\u5728 Doe v. GitHub, Inc. \u6848\u4e2d\u7ef4\u6301\u4e86\u5bf9\u4e00\u9879\u300a\u6570\u5b57\u5343\u5e74\u7248\u6743\u6cd5\u300b\u8bf7\u6c42\u7684\u9a73\u56de\u3002\u539f\u544a\u662f\u628a\u53d7\u7248\u6743\u548c\u5f00\u6e90\u8bb8\u53ef\u4fdd\u62a4\u7684\u4ee3\u7801\u53d1\u5e03\u5728GitHub\u4e0a\u7684\u7a0b\u5e8f\u5458\u3002\u4ed6\u4eec\u4e3b\u5f20\uff0cGitHub Copilot\u6709\u65f6\u4f1a\u751f\u6210\u4e0e\u8bad\u7ec3\u6750\u6599\u76f8\u540c\u3001\u8fd1\u4f3c\u6216\u7ecf\u8fc7\u4fee\u6539\u7684\u4ee3\u7801\uff0c\u5374\u4e0d\u9644\u5e26\u539f\u4ee3\u7801\u4e2d\u7684\u7f72\u540d\u3001\u7248\u6743\u58f0\u660e\u6216\u8bb8\u53ef\u6761\u4ef6\uff0c\u56e0\u6b64\u6784\u6210\u5bf9\u7248\u6743\u7ba1\u7406\u4fe1\u606f\u7684\u5220\u9664\u6216\u4fee\u6539\u3002<\/p>\n

\u5224\u51b3\u7684\u8303\u56f4\u6bd4\u201c\u6cd5\u9662\u8ba4\u5b9aAI\u53ef\u4ee5\u65e0\u7f72\u540d\u4f7f\u7528\u4ee3\u7801\u201d\u7a84\u5f97\u591a\u3002\u6cd5\u9662\u628a\u4e89\u8bae\u5206\u6210\u8bad\u7ec3\u8f93\u5165\u4e0e\u751f\u6210\u8f93\u51fa\u4e24\u79cd\u7406\u8bba\u3002\u8bad\u7ec3\u9636\u6bb5\u662f\u5426\u5220\u9664\u7248\u6743\u7ba1\u7406\u4fe1\u606f\uff0c\u56e0\u539f\u544a\u5728\u4e0b\u7ea7\u6cd5\u9662\u6ca1\u6709\u6301\u7eed\u4e3b\u5f20\u800c\u88ab\u8ba4\u5b9a\u5df2\u7ecf\u653e\u5f03\uff0c\u4e0a\u8bc9\u6cd5\u9662\u6ca1\u6709\u4f5c\u5b9e\u4f53\u5224\u65ad\u3002\u6cd5\u9662\u5ba1\u7406\u7684\u662f\u8f93\u51fa\u7406\u8bba\uff0c\u5e76\u8ba4\u4e3a\u539f\u544a\u6240\u63cf\u8ff0\u7684Copilot\u901a\u8fc7\u7edf\u8ba1\u6a21\u5f0f\u751f\u6210\u65b0\u4f5c\u54c1\uff0c\u800c\u4e0d\u662f\u4ece\u4e00\u4e2a\u65e2\u5b58\u526f\u672c\u4e0a\u53d6\u4e0b\u5df2\u7ecf\u9644\u7740\u7684\u7248\u6743\u7ba1\u7406\u4fe1\u606f\u3002\u4ec5\u4ec5\u6ca1\u6709\u5728\u65b0\u8f93\u51fa\u4e2d\u52a0\u5165\u4fe1\u606f\uff0c\u4e0d\u7b49\u4e8e\u4ece\u65e2\u5b58\u4f5c\u54c1\u4e0a\u201c\u5220\u9664\u201d\u6216\u201c\u4fee\u6539\u201d\u4fe1\u606f\u3002\u6cd5\u9662\u540c\u65f6\u660e\u786e\u6ca1\u6709\u5224\u65ad\u6709\u5173\u8f93\u51fa\u662f\u5426\u53ef\u80fd\u6784\u6210\u4f20\u7edf\u7248\u6743\u4fb5\u6743\uff1b\u5f00\u6e90\u8bb8\u53ef\u5408\u540c\u8bf7\u6c42\u4e5f\u4ecd\u5728\u4e0b\u7ea7\u6cd5\u9662\u7ee7\u7eed\u3002<\/p>\n

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GitHub\u5f53\u524d\u7684\u4ee3\u7801\u5f15\u7528\u673a\u5236\u4e5f\u4f53\u73b0\u4e86\u8fd9\u4e00\u5dee\u5f02\u3002\u5176\u6587\u6863\u8bf4\u660e\uff0cCopilot\u4f1a\u628a\u6f5c\u5728\u5efa\u8bae\u53ca\u5468\u56f4\u7ea6150\u4e2a\u5b57\u7b26\u4e0e\u516c\u5171\u4ed3\u5e93\u7d22\u5f15\u6bd4\u8f83\uff1b\u53d1\u73b0\u5339\u914d\u65f6\uff0c\u53ef\u4ee5\u63d0\u4f9b\u6587\u4ef6\u5730\u5740\u548c\u8bb8\u53ef\u540d\u79f0\uff0c\u4f9b\u7528\u6237\u51b3\u5b9a\u5982\u4f55\u5f52\u5c5e\u6216\u662f\u5426\u79fb\u9664\u4ee3\u7801\u3002GitHub\u540c\u65f6\u8bf4\u660e\uff0c\u7d22\u5f15\u6bcf\u51e0\u4e2a\u6708\u66f4\u65b0\u4e00\u6b21\uff0c\u79c1\u6709\u4ed3\u5e93\u548cGitHub\u4e4b\u5916\u7684\u4ee3\u7801\u4e0d\u5728\u5339\u914d\u8303\u56f4\u5185\uff0c\u7ecf\u8fc7\u7528\u6237\u4fee\u6539\u7684\u5efa\u8bae\u4e5f\u4e0d\u4f1a\u63a5\u53d7\u540c\u6837\u68c0\u67e5\u3002\u8fd9\u4e0d\u662f\u5173\u4e8e\u6240\u6709\u8f93\u51fa\u6765\u6e90\u7684\u5b8c\u6574\u8bc1\u660e\uff0c\u800c\u662f\u4e00\u79cd\u53d7\u9608\u503c\u3001\u7d22\u5f15\u548c\u4ea7\u54c1\u8303\u56f4\u7ea6\u675f\u7684\u5339\u914d\u673a\u5236\u3002<\/p>\n

\u6211\u7684\u5224\u65ad\u662f\uff1a\u6765\u6e90\u4fe1\u606f\u7f3a\u5931\u4e0e\u6765\u6e90\u5df2\u88ab\u5220\u9664\u4e0d\u5e94\u88ab\u6982\u5ff5\u4e0a\u5408\u5e76\u3002\u524d\u8005\u63cf\u8ff0\u53ef\u89c1\u4fe1\u606f\u7684\u72b6\u6001\uff0c\u540e\u8005\u8fd8\u4e3b\u5f20\u4e00\u4e2a\u4ee5\u65e2\u5b58\u4fe1\u606f\u4e3a\u5bf9\u8c61\u7684\u884c\u52a8\u3002\u628a\u4e24\u8005\u5408\u5e76\uff0c\u4f1a\u628a\u4efb\u4f55\u65e0\u6765\u6e90\u8bf4\u660e\u7684AI\u8f93\u51fa\u90fd\u63d0\u524d\u89e3\u91ca\u4e3a\u5220\u9664\u884c\u4e3a\uff1b\u628a\u4e24\u8005\u5f7b\u5e95\u5272\u88c2\uff0c\u5219\u4f1a\u8ba9\u201c\u4e0d\u6784\u6210\u5220\u9664\u201d\u88ab\u8bef\u89e3\u6210\u201c\u4e0d\u5b58\u5728\u6765\u6e90\u4e49\u52a1\u201d\u3002\u7b2c\u4e5d\u5de1\u56de\u6cd5\u9662\u89e3\u51b3\u7684\u662f\u7279\u5b9a\u6cd5\u6761\u4e0b\u7684\u540e\u4e00\u79cd\u4e3b\u5f20\uff0c\u6ca1\u6709\u89e3\u51b3AI\u7cfb\u7edf\u5728\u77e5\u8bc6\u3001\u8bb8\u53ef\u548c\u4fe1\u4efb\u5c42\u9762\u5e94\u4fdd\u5b58\u591a\u5c11\u6765\u6e90\u5173\u7cfb\u3002<\/p>\n

\u7ef4\u6210\u8bba\u53ef\u4ee5\u66f4\u6e05\u695a\u5730\u8868\u793a\u8fd9\u4e00\u533a\u5206\u3002Difference\u4e0d\u662f\u666e\u901a\u7684\u201c\u6709\u6240\u4e0d\u540c\u201d\uff0c\u800c\u662f\u4f7f\u5173\u7cfb\u80fd\u591f\u6210\u7acb\u7684\u53ef\u533a\u5206\u6027\u3002\u539f\u59cb\u4ee3\u7801\u3001\u8bad\u7ec3\u8f93\u5165\u3001\u6a21\u578b\u53c2\u6570\u3001\u751f\u6210\u7247\u6bb5\u3001\u7248\u6743\u7ba1\u7406\u4fe1\u606f\u548c\u4ee3\u7801\u4f5c\u8005\u5fc5\u987b\u5148\u4fdd\u6301\u53ef\u533a\u5206\uff0c\u6765\u6e90\u5224\u65ad\u624d\u6709\u5bf9\u8c61\u3002Constraint\u4e0d\u662f\u6cdb\u6307\u9650\u5236\uff0c\u800c\u662f\u51b3\u5b9a\u54ea\u4e9b\u5173\u7cfb\u80fd\u591f\u88ab\u53d1\u73b0\u6216\u9a8c\u8bc1\u7684\u6761\u4ef6\uff0c\u5305\u62ec\u5339\u914d\u9608\u503c\u3001\u7d22\u5f15\u8303\u56f4\u3001\u8bb8\u53ef\u6587\u672c\u3001\u65e5\u5fd7\u4fdd\u5b58\u3001\u6a21\u578b\u8bbf\u95ee\u6743\u9650\u548c\u4e3e\u8bc1\u89c4\u5219\u3002Sustained Coherence\u5219\u8981\u6c42\u6765\u6e90\u5173\u7cfb\u80fd\u5728\u751f\u6210\u3001\u4f7f\u7528\u3001\u5ba1\u67e5\u548c\u7ea0\u6b63\u4e4b\u95f4\u6301\u7eed\u4fdd\u6301\u7ed3\u6784\u4e00\u81f4\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u8f93\u51fa\u65c1\u8fb9\u5076\u7136\u51fa\u73b0\u4e00\u4e2a\u540d\u5b57\u3002<\/p>\n

\u8fd9\u4e5f\u7ed9\u8d23\u4efb\u5212\u51fa\u8f83\u51c6\u786e\u7684\u8fb9\u754c\u3002\u5e73\u53f0\u6ca1\u6709\u4e49\u52a1\u628a\u6bcf\u4e2a\u62bd\u8c61\u5f71\u54cd\u90fd\u8f6c\u5316\u4e3a\u4f5c\u8005\u540d\u5355\uff1b\u90a3\u65e2\u4e0d\u53ef\u64cd\u4f5c\uff0c\u4e5f\u53ef\u80fd\u5236\u9020\u865a\u5047\u7684\u786e\u5b9a\u6027\u3002\u4f46\u5f53\u8f93\u51fa\u4e0e\u65e2\u6709\u6750\u6599\u5b58\u5728\u8db3\u591f\u5177\u4f53\u7684\u5339\u914d\u3001\u8bb8\u53ef\u6761\u4ef6\u53ef\u80fd\u7ee7\u7eed\u9002\u7528\uff0c\u6216\u7528\u6237\u9700\u8981\u636e\u6b64\u5224\u65ad\u80fd\u5426\u4f7f\u7528\u65f6\uff0c\u5e73\u53f0\u5c31\u6709\u7406\u7531\u4fdd\u5b58\u548c\u5448\u73b0\u76f8\u5e94\u5173\u7cfb\u3002\u8d23\u4efb\u7684\u6839\u636e\u4e0d\u662f\u6240\u6709\u5f71\u54cd\u90fd\u7b49\u540c\u4e8e\u590d\u5236\uff0c\u800c\u662f\u67d0\u4e9b\u53ef\u533a\u5206\u3001\u53ef\u9a8c\u8bc1\u5e76\u4e0e\u5b9e\u9645\u51b3\u5b9a\u76f8\u5173\u7684\u6765\u6e90\u5173\u7cfb\u5df2\u7ecf\u5f62\u6210\u3002<\/p>\n

\u5f53\u524d\u8bc1\u636e\u4ecd\u6709\u660e\u786e\u8fb9\u754c\u3002\u8fd9\u9879\u5224\u51b3\u57fa\u4e8e\u8bc9\u72b6\u6240\u63cf\u8ff0\u7684Copilot\u673a\u5236\uff0c\u5e76\u53ea\u5904\u7406\u4e00\u9879\u8f93\u51fa\u9636\u6bb5\u7684\u6cd5\u5b9a\u8bf7\u6c42\uff1b\u5b83\u4e0d\u662f\u5bf9\u6240\u6709\u751f\u6210\u5f0fAI\u5185\u90e8\u8fc7\u7a0b\u7684\u4e8b\u5b9e\u8ba4\u5b9a\uff0c\u4e5f\u4e0d\u662f\u5bf9\u7248\u6743\u4fb5\u6743\u3001\u5f00\u6e90\u8bb8\u53ef\u6216\u9053\u5fb7\u5f52\u5c5e\u7684\u6700\u7ec8\u7ed3\u8bba\u3002\u672a\u6765\u82e5\u6709\u7cfb\u7edf\u76f4\u63a5\u68c0\u7d22\u5e76\u8f93\u51fa\u65e2\u5b58\u6587\u4ef6\uff0c\u6216\u6709\u8bc1\u636e\u663e\u793a\u7248\u6743\u7ba1\u7406\u4fe1\u606f\u5728\u8bad\u7ec3\u6216\u5206\u53d1\u6d41\u7a0b\u4e2d\u88ab\u4e3b\u52a8\u79fb\u9664\uff0c\u6cd5\u5f8b\u5206\u6790\u548c\u54f2\u5b66\u5224\u65ad\u90fd\u53ef\u80fd\u6539\u53d8\u3002\u73b0\u5728\u53ef\u4ee5\u786e\u5b9a\u7684\u662f\uff1a\u4e0d\u663e\u793a\u6765\u6e90\u3001\u5220\u53bb\u6765\u6e90\u548c\u4e0d\u5b58\u5728\u6765\u6e90\uff0c\u662f\u4e09\u4e2a\u4e0d\u540c\u547d\u9898\u3002\u53ef\u9760\u7684AI\u6765\u6e90\u5236\u5ea6\u5fc5\u987b\u5206\u522b\u8bc1\u660e\u5b83\u4eec\u3002<\/p>\n

\u53c2\u8003\u8d44\u6599<\/p>\n

\u70b9\u51fb\u4ee5\u8bbf\u95ee doe-vs-github-ninth-circuit.pdf<\/a><\/p>\n<\/p>\n

https:\/\/www.reuters.com\/legal\/government\/openai-microsoft-fend-off-part-software-developer-lawsuit-over-ai-training-2026-09-16\/<\/a><\/p>\n

https:\/\/docs.github.com\/en\/copilot\/concepts\/completions\/code-referencing<\/a><\/p>\n

https:\/\/www.w3.org\/TR\/prov-overview\/<\/a><\/p>\n

https:\/\/plato.stanford.edu\/entries\/intellectual-property\/<\/a><\/p>\n

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