2026\u5e749\u670823\u65e5\uff0cAmazon\u4e3a\u7b2c\u4e09\u65b9\u5356\u5bb6\u63a8\u51fa\u540d\u4e3a\u201cworkflows\u201d\u7684\u6301\u7eed\u8fd0\u884c\u670d\u52a1\u3002Reuters\u786e\u8ba4\uff0c\u5356\u5bb6\u53ef\u4ee5\u8ba9\u5de5\u4f5c\u6d41\u6301\u7eed\u76d1\u6d4b\u5546\u54c1\u4ef7\u683c\u6216\u8bc4\u5206\u53d8\u5316\uff0c\u5e76\u901a\u8fc7\u63d2\u4ef6\u8fde\u63a5Amazon Quick\u548cAnthropic Claude\u3002\u670d\u52a1\u514d\u8d39\u4e14\u53ef\u9009\uff0c\u5356\u5bb6\u53ef\u4ee5\u51b3\u5b9a\u5171\u4eab\u591a\u5c11\u4e2a\u4eba\u8d44\u6599\u3002Amazon\u57282025\u5e74\u53d1\u5e03Seller Assistant\u7684\u667a\u80fd\u4f53\u7248\u672c\u65f6\u5df2\u7ecf\u8bf4\u660e\uff0c\u8fd9\u5957\u7cfb\u7edf\u53ef\u4ee5\u76d1\u6d4b\u5e93\u5b58\u3001\u8d26\u6237\u5065\u5eb7\u548c\u5408\u89c4\u72b6\u6001\uff0c\u5e76\u5728\u5356\u5bb6\u6279\u51c6\u540e\u91c7\u53d6\u884c\u52a8\uff1b\u672c\u6b21\u65b0\u589e\u7684\u662f\u628a\u4e00\u6b21\u6027\u7684\u8be2\u95ee\u6216\u5efa\u8bae\u8fdb\u4e00\u6b65\u5ef6\u4f38\u4e3a\u6301\u7eed\u6267\u884c\u7684\u4efb\u52a1\u3002<\/p>\n
\u4e24\u5929\u524d\uff0cKevin Baum\u3001Maximilian Kiener\u3001Markus Langer\u548cJohann Laux\u53d1\u5e03\u9884\u5370\u672c\u300aAnticipatory Human Oversight of Agentic AI\u300b\u3002\u4f5c\u8005\u8ba4\u4e3a\uff0c\u5f53\u667a\u80fd\u4f53\u80fd\u591f\u5206\u89e3\u76ee\u6807\u3001\u8c03\u7528\u5de5\u5177\u5e76\u5728\u8f83\u957f\u65f6\u95f4\u5185\u8fde\u7eed\u884c\u52a8\u65f6\uff0c\u4f20\u7edf\u7684\u53cd\u5e94\u5f0f\u76d1\u7763\u4f1a\u9047\u5230\u7ed3\u6784\u6027\u9650\u5236\uff1a\u9010\u9879\u68c0\u67e5\u4f1a\u62b5\u6d88\u4f7f\u7528\u667a\u80fd\u4f53\u6240\u8ffd\u6c42\u7684\u81ea\u4e3b\u6267\u884c\u6548\u7387\uff0c\u53ea\u68c0\u67e5\u6c47\u603b\u7ed3\u679c\u53c8\u53ef\u80fd\u592a\u8fdf\uff0c\u65e0\u6cd5\u53d1\u73b0\u7531\u8bb8\u591a\u5c40\u90e8\u5408\u7406\u884c\u52a8\u7d2f\u79ef\u800c\u6210\u7684\u504f\u79bb\u3002\u4ed6\u4eec\u4e3b\u5f20\u5728\u5b9e\u65f6\u4ecb\u5165\u4e4b\u5916\u52a0\u5165\u201c\u524d\u77bb\u6027\u76d1\u7763\u201d\uff0c\u4e8b\u5148\u89c4\u5b9a\u76ee\u6807\u3001\u4ef7\u503c\u3001\u7ea6\u675f\u548c\u5347\u7ea7\u6761\u4ef6\uff0c\u518d\u6839\u636e\u8fd0\u884c\u8bb0\u5f55\u6301\u7eed\u4fee\u8ba2\u3002\u8fd9\u662f\u4f5c\u8005\u5728\u5c1a\u672a\u540c\u884c\u8bc4\u5ba1\u7684\u9884\u5370\u672c\u4e2d\u63d0\u51fa\u7684\u54f2\u5b66\u6846\u67b6\uff0c\u4e0d\u662f\u5df2\u7ecf\u5f97\u5230\u7ecf\u9a8c\u7814\u7a76\u786e\u8ba4\u7684\u7edf\u4e00\u7ed3\u8bba\u3002<\/p>\n
\u8fd9\u4e24\u9879\u6750\u6599\u5171\u540c\u63d0\u51fa\u4e00\u4e2a\u6bd4\u201c\u4eba\u662f\u5426\u8fd8\u5728\u56de\u8def\u4e2d\u201d\u66f4\u51c6\u786e\u7684\u95ee\u9898\uff1a\u5982\u679c\u4eba\u6279\u51c6\u4e86\u521d\u59cb\u4efb\u52a1\uff0c\u53ef\u4ee5\u67e5\u770b\u7ed3\u679c\uff0c\u4e5f\u80fd\u591f\u5728\u67d0\u4e2a\u65f6\u523b\u505c\u6b62\u7cfb\u7edf\uff0c\u662f\u5426\u5c31\u8db3\u4ee5\u8bf4\u8fd9\u4e2a\u667a\u80fd\u4f53\u5904\u4e8e\u4eba\u7684\u6709\u6548\u76d1\u7763\u4e4b\u4e0b\uff1f<\/p>\n
\u9700\u8981\u5148\u533a\u5206\u4ecb\u5165\u4e0e\u76d1\u7763\u3002\u4ecb\u5165\u662f\u4e00\u4e2a\u4e8b\u4ef6\uff1a\u6279\u51c6\u4e00\u6b21\u52a8\u4f5c\u3001\u62d2\u7edd\u4e00\u6b21\u8bf7\u6c42\u3001\u6309\u4e0b\u505c\u6b62\u952e\uff0c\u6216\u8005\u5728\u5f02\u5e38\u51fa\u73b0\u540e\u63a5\u7ba1\u3002\u76d1\u7763\u5219\u662f\u4e00\u79cd\u8de8\u65f6\u95f4\u5173\u7cfb\uff1a\u4eba\u7684\u76ee\u7684\u3001\u7406\u7531\u548c\u89d2\u8272\u4e49\u52a1\u5fc5\u987b\u5728\u7cfb\u7edf\u9009\u62e9\u884c\u52a8\u3001\u6539\u53d8\u8ba1\u5212\u548c\u5904\u7406\u4f8b\u5916\u65f6\u6301\u7eed\u6709\u6548\u3002\u7cfb\u7edf\u5b58\u5728\u4e00\u4e2a\u505c\u6b62\u6309\u94ae\uff0c\u53ea\u80fd\u8bc1\u660e\u4eba\u4fdd\u7559\u4e86\u67d0\u79cd\u56e0\u679c\u80fd\u529b\uff1b\u5b83\u4e0d\u80fd\u8bc1\u660e\u4eba\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u5e94\u8be5\u505c\u6b62\uff0c\u4e5f\u4e0d\u80fd\u8bc1\u660e\u7cfb\u7edf\u5728\u6ca1\u6709\u89e6\u53d1\u505c\u6b62\u6761\u4ef6\u65f6\u4ecd\u7136\u6309\u7167\u4eba\u7684\u6574\u4f53\u7406\u7531\u884c\u52a8\u3002<\/p>\n
\u8fd8\u8981\u533a\u5206\u5355\u4e2a\u884c\u52a8\u4e0e\u884c\u52a8\u8f68\u8ff9\u3002\u4e00\u4e2a\u5356\u5bb6\u53ef\u4ee5\u5408\u7406\u5730\u8981\u6c42\u7cfb\u7edf\u964d\u4f4e\u6ede\u9500\u5546\u54c1\u4ef7\u683c\uff0c\u4e5f\u53ef\u4ee5\u5408\u7406\u5730\u8981\u6c42\u7cfb\u7edf\u7ef4\u6301\u8bc4\u5206\u3002\u4f46\u662f\uff0c\u8fde\u7eed\u5de5\u4f5c\u6d41\u53ef\u80fd\u5728\u4e0d\u540c\u65f6\u95f4\u3001\u4e0d\u540c\u5546\u54c1\u548c\u4e0d\u540c\u5e02\u573a\u6761\u4ef6\u4e0b\u53cd\u590d\u6267\u884c\u5c40\u90e8\u5408\u7406\u7684\u8c03\u6574\u3002\u6bcf\u4e00\u4e2a\u52a8\u4f5c\u5355\u72ec\u770b\u90fd\u7b26\u5408\u6307\u4ee4\uff0c\u7d2f\u79ef\u7ed3\u679c\u5374\u53ef\u80fd\u504f\u79bb\u5356\u5bb6\u66f4\u5e7f\u6cdb\u7684\u8ba1\u5212\uff0c\u4f8b\u5982\u54c1\u724c\u5b9a\u4f4d\u3001\u5e93\u5b58\u5468\u8f6c\u3001\u5ba2\u6237\u5173\u7cfb\u6216\u5408\u89c4\u627f\u8bfa\u3002\u5c40\u90e8\u6279\u51c6\u65e0\u6cd5\u81ea\u52a8\u4ee3\u8868\u5bf9\u6574\u6bb5\u8f68\u8ff9\u7684\u8ba4\u53ef\u3002<\/p>\n
\u5173\u4e8e\u80fd\u52a8\u6027\u7684\u54f2\u5b66\u8ba8\u8bba\u901a\u5e38\u628a\u884c\u52a8\u4e0e\u7406\u7531\u3001\u610f\u56fe\u548c\u63a7\u5236\u8054\u7cfb\u8d77\u6765\u3002\u8fd9\u91cc\u771f\u6b63\u9700\u8981\u4fdd\u7559\u7684\u4e0d\u662f\u4eba\u5728\u5f62\u5f0f\u4e0a\u7684\u6700\u7ec8\u6743\u529b\uff0c\u800c\u662f\u4eba\u7684\u7406\u7531\u80fd\u591f\u5bf9\u7cfb\u7edf\u7684\u884c\u4e3a\u4ea7\u751f\u53ef\u8bc6\u522b\u7684\u5dee\u5f02\uff1a\u5982\u679c\u5356\u5bb6\u7684\u957f\u671f\u76ee\u6807\u3001\u98ce\u9669\u627f\u53d7\u7a0b\u5ea6\u6216\u5408\u89c4\u4e49\u52a1\u6539\u53d8\uff0c\u5de5\u4f5c\u6d41\u7684\u884c\u4e3a\u4e5f\u5e94\u76f8\u5e94\u6539\u53d8\u3002\u53ea\u6709\u540d\u4e49\u4e0a\u7684\u63a7\u5236\u6743\uff0c\u5374\u6ca1\u6709\u8db3\u591f\u4fe1\u606f\u3001\u53ef\u7406\u89e3\u8bb0\u5f55\u3001\u9002\u5f53\u63d0\u9192\u548c\u73b0\u5b9e\u7684\u4fee\u6b63\u673a\u4f1a\uff0c\u4e0d\u80fd\u5f62\u6210\u5b9e\u8d28\u76d1\u7763\u3002<\/p>\n
\u6211\u7684\u5224\u65ad\u662f\uff1a\u4eba\u5de5\u4ecb\u5165\u662f\u6709\u6548\u76d1\u7763\u7684\u4e00\u9879\u6761\u4ef6\uff0c\u4f46\u4e0d\u662f\u6709\u6548\u76d1\u7763\u672c\u8eab\u3002\u5bf9\u6301\u7eed\u667a\u80fd\u4f53\u800c\u8a00\uff0c\u76d1\u7763\u81f3\u5c11\u5e94\u5f53\u540c\u65f6\u5b58\u5728\u4e8e\u4e09\u4e2a\u4f4d\u7f6e\u3002\u8fd0\u884c\u524d\uff0c\u4eba\u9700\u8981\u89c4\u5b9a\u4efb\u52a1\u8303\u56f4\u3001\u7981\u6b62\u4e8b\u9879\u3001\u6570\u636e\u8fb9\u754c\u548c\u5347\u7ea7\u6761\u4ef6\uff1b\u8fd0\u884c\u4e2d\uff0c\u7cfb\u7edf\u9700\u8981\u66b4\u9732\u4e0e\u8fd9\u4e9b\u6761\u4ef6\u76f8\u5173\u7684\u72b6\u6001\uff0c\u5e76\u5728\u4e0d\u786e\u5b9a\u6027\u6216\u5f71\u54cd\u8d85\u8fc7\u9608\u503c\u65f6\u6682\u505c\u6216\u8bf7\u6c42\u5224\u65ad\uff1b\u8fd0\u884c\u540e\uff0c\u4eba\u9700\u8981\u80fd\u591f\u68c0\u67e5\u884c\u52a8\u8f68\u8ff9\u3001\u8bc6\u522b\u7d2f\u79ef\u504f\u79bb\u5e76\u4fee\u6539\u4e0b\u4e00\u8f6e\u7ea6\u675f\u3002\u4e09\u8005\u7f3a\u5c11\u4efb\u4f55\u4e00\u9879\uff0c\u90fd\u53ef\u80fd\u51fa\u73b0\u201c\u5f62\u5f0f\u4e0a\u6709\u4eba\u8d1f\u8d23\uff0c\u5b9e\u9645\u4e0a\u65e0\u4eba\u80fd\u591f\u638c\u63e1\u8fc7\u7a0b\u201d\u7684\u60c5\u51b5\u3002<\/p>\n
\u7ef4\u6210\u8bba\u53ef\u4ee5\u628a\u8fd9\u4e2a\u95ee\u9898\u8868\u8fbe\u5f97\u66f4\u6e05\u695a\u3002Difference\u9996\u5148\u533a\u5206\u59d4\u6258\u4eba\u3001\u667a\u80fd\u4f53\u3001\u5e73\u53f0\u3001\u5355\u4e2a\u52a8\u4f5c\u548c\u8de8\u65f6\u95f4\u8f68\u8ff9\uff1b\u5982\u679c\u8fd9\u4e9b\u5bf9\u8c61\u88ab\u6df7\u6210\u4e00\u4e2a\u201c\u7cfb\u7edf\u201d\uff0c\u8d23\u4efb\u548c\u63a7\u5236\u5c31\u4f1a\u5931\u53bb\u843d\u70b9\u3002Constraint\u4e0d\u662f\u4e00\u822c\u610f\u4e49\u4e0a\u7684\u9650\u5236\uff0c\u800c\u662f\u4f7f\u67d0\u4e9b\u884c\u52a8\u6210\u4e3a\u53ef\u80fd\u3001\u4f7f\u53e6\u4e00\u4e9b\u884c\u52a8\u4e0d\u80fd\u53d1\u751f\u7684\u5177\u4f53\u6761\u4ef6\uff0c\u5305\u62ec\u6743\u9650\u3001\u5de5\u5177\u8303\u56f4\u3001\u65f6\u95f4\u8fb9\u754c\u3001\u6570\u636e\u8bbf\u95ee\u3001\u9608\u503c\u3001\u65e5\u5fd7\u548c\u5347\u7ea7\u89c4\u5219\u3002Sustained Coherence\u4e5f\u4e0d\u662f\u7cfb\u7edf\u8fde\u7eed\u8fd0\u884c\uff0c\u800c\u662f\u4eba\u7684\u7406\u7531\u3001\u4e8b\u5148\u7ea6\u675f\u3001\u5b9e\u9645\u884c\u52a8\u548c\u4e8b\u540e\u4fee\u6b63\u4e4b\u95f4\u7684\u7ed3\u6784\u4e00\u81f4\uff0c\u80fd\u591f\u5728\u73af\u5883\u53d8\u5316\u4e0e\u53cd\u9988\u4e2d\u7ee7\u7eed\u7ef4\u6301\u3002<\/p>\n
\u8fd9\u4e00\u5206\u6790\u4e5f\u5212\u51fa\u4e0e\u6388\u6743\u95ee\u9898\u7684\u8fb9\u754c\u3002\u6388\u6743\u56de\u7b54\u201c\u7cfb\u7edf\u53ef\u4ee5\u505a\u4ec0\u4e48\u201d\uff0c\u76d1\u7763\u56de\u7b54\u201c\u5728\u7cfb\u7edf\u6301\u7eed\u505a\u4e8b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4eba\u7684\u7406\u7531\u600e\u6837\u7ee7\u7eed\u53d1\u6325\u4f5c\u7528\u201d\u3002\u5408\u6cd5\u83b7\u5f97\u6743\u9650\u7684\u5de5\u4f5c\u6d41\u4ecd\u53ef\u80fd\u7f3a\u5c11\u6709\u6548\u76d1\u7763\uff1b\u53d7\u5230\u4e25\u5bc6\u76d1\u7763\u7684\u7cfb\u7edf\u4e5f\u53ef\u80fd\u56e0\u521d\u59cb\u6388\u6743\u672c\u8eab\u4e0d\u6b63\u5f53\u800c\u4e0d\u80fd\u884c\u52a8\u3002\u4e24\u8005\u76f8\u5173\uff0c\u4f46\u4e0d\u80fd\u4e92\u76f8\u66ff\u4ee3\u3002<\/p>\n
\u76ee\u524d\u6ca1\u6709\u516c\u5f00\u8d44\u6599\u8bf4\u660eAmazon workflows\u7684\u6700\u957f\u8fd0\u884c\u65f6\u95f4\u3001\u5347\u7ea7\u9608\u503c\u3001\u5ba1\u8ba1\u8bb0\u5f55\u7c92\u5ea6\u3001\u9519\u8bef\u6062\u590d\u65b9\u5f0f\u548c\u91cd\u65b0\u786e\u8ba4\u673a\u5236\uff0c\u4e5f\u6ca1\u6709\u72ec\u7acb\u7814\u7a76\u6d4b\u91cf\u5356\u5bb6\u80fd\u5426\u53d1\u73b0\u957f\u671f\u504f\u79bb\u3002\u56e0\u6b64\uff0c\u672c\u6587\u4e0d\u80fd\u5224\u65ad\u8fd9\u9879\u5177\u4f53\u670d\u52a1\u662f\u5426\u5df2\u7ecf\u5b9e\u73b0\u6709\u6548\u76d1\u7763\u3002\u5f53\u524d\u80fd\u591f\u6210\u7acb\u7684\u5224\u65ad\u53ea\u6d89\u53ca\u6982\u5ff5\u6807\u51c6\uff1a\u4eba\u7684\u4e00\u6b21\u6279\u51c6\u3001\u53ef\u80fd\u7684\u4ecb\u5165\u548c\u4e8b\u540e\u67e5\u770b\u90fd\u4e0d\u8db3\u4ee5\u5355\u72ec\u8bc1\u660e\u6301\u7eed\u667a\u80fd\u4f53\u5904\u4e8e\u6709\u610f\u4e49\u7684\u4eba\u7c7b\u63a7\u5236\u4e4b\u4e0b\u3002\u8fd8\u9700\u8981\u770b\u5230\u4eba\u7684\u7406\u7531\u80fd\u5426\u901a\u8fc7\u7ea6\u675f\u3001\u53cd\u9988\u3001\u8bb0\u5f55\u548c\u4fee\u6b63\uff0c\u6301\u7eed\u5851\u9020\u6574\u6bb5\u884c\u52a8\u8f68\u8ff9\u3002<\/p>\n
\u53c2\u8003\u8d44\u6599<\/p>\n
Amazon\uff0c\u201cAmazon introduces agentic AI across the seller experience, transforming how sellers manage their businesses\u201d\uff0c2025\u5e749\u670817\u65e5\uff0chttps:\/\/www.aboutamazon.com\/news\/innovation-at-amazon\/seller-assistant-agentic-ai<\/p>\n
Reuters\uff0c\u201cAmazon rolls out new agentic AI for third-party sellers\u201d\uff0c2026\u5e749\u670823\u65e5\uff0chttps:\/\/www.reuters.com\/business\/retail-consumer\/amazon-rolls-out-new-agentic-ai-third-party-sellers-2026-09-23\/<\/p>\n
Baum, Kiener, Langer and Laux\uff0c\u201cAnticipatory Human Oversight of Agentic AI: A Philosophical Account\u201d\uff0c\u9884\u5370\u672c\uff0c2026\u5e749\u670821\u65e5\uff0chttps:\/\/arxiv.org\/abs\/2609.24242<\/p>\n
Stanford Encyclopedia of Philosophy\uff0c\u201cAgency\u201d\uff0chttps:\/\/plato.stanford.edu\/entries\/agency\/<\/p>\n
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