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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-187-1024x529.jpg\" alt=\"\" class=\"wp-image-855\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-187-1024x529.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-187-300x155.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-187-768x396.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-187.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>1\u3001\u53ef\u53d1\u73b0\u6027\uff08Discoverability\uff09<\/strong><\/p>\n\n\n\n<p>\u5728\u5f88\u591a\u4f01\u4e1a\u4e2d\uff0c\u6570\u636e\u5728\u54ea\u91cc\u5e38\u5e38\u6ca1\u6709\u7b54\u6848\uff0c\u5f00\u53d1\u4eba\u5458\u77e5\u9053\u5e93\u540d\uff0c\u4e1a\u52a1\u4eba\u5458\u53ea\u8bb0\u5f97\u62a5\u8868\u540d\uff0c\u5206\u6790\u5e08\u5219\u66f4\u5728\u610f\u6307\u6807\u540d\u3002\u5143\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5957\u53ef\u88ab\u7edf\u4e00\u68c0\u7d22\u7684\u6807\u7b7e\u4f53\u7cfb\u548c\u76ee\u5f55\u7ed3\u6784\uff0c\u8ba9\u6240\u6709\u4eba\u90fd\u80fd\u5728\u4e00\u4e2a\u754c\u9762\u4e2d\uff0c\u7528\u81ea\u5df1\u7684\u8bed\u8a00\u627e\u5230\u6240\u9700\u8d44\u4ea7\u3002<\/p>\n\n\n\n<p><strong>2\u3001\u53ef\u8bbf\u95ee\u6027\uff08Accessibility\uff09<\/strong><\/p>\n\n\n\n<p>\u5143\u6570\u636e\u7684\u53e6\u4e00\u4e2a\u4f5c\u7528\uff0c\u662f\u6253\u901a\u8bbf\u95ee\u8def\u5f84\uff0c\u5b83\u4e0d\u4ec5\u544a\u8bc9\u4f60\u8fd9\u6761\u6570\u636e\u201c\u5b58\u5728\u201d\uff0c\u8fd8\u544a\u8bc9\u4f60\u4ece\u54ea\u80fd\u83b7\u53d6\u3001\u6709\u4ec0\u4e48\u524d\u7f6e\u6761\u4ef6\u3001\u9700\u8981\u8c01\u6388\u6743\u3002\u4f8b\u5982\uff0c\u5b57\u6bb5\u7684\u6240\u5c5e\u7cfb\u7edf\u3001\u6765\u6e90\u4efb\u52a1\u3001\u8d1f\u8d23\u4eba\u3001\u8bbf\u95ee\u6743\u9650\u7b49\u7ea7\uff0c\u8fd9\u4e9b\u90fd\u80fd\u901a\u8fc7\u5143\u6570\u636e\u5c55\u793a\u51fa\u6765\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u8bc4\u4f30\u80fd\u5426\u4f7f\u7528\u3002<\/p>\n\n\n\n<p><strong>3\u3001\u53ef\u4fe1\u6027\uff08Trustworthiness\uff09<\/strong><\/p>\n\n\n\n<p>\u5f88\u591a\u65f6\u5019\uff0c\u7528\u6237\u770b\u5230\u4e00\u5f20\u8868\u4e5f\u672a\u5fc5\u6562\u7528\uff0c\u539f\u56e0\u5c31\u662f\u201c\u4e0d\u77e5\u9053\u5b83\u51c6\u4e0d\u51c6\u201d\u201c\u6709\u6ca1\u6709\u4eba\u7ef4\u62a4\u201d\u3002\u5143\u6570\u636e\u53ef\u4ee5\u901a\u8fc7\u5b57\u6bb5\u4f7f\u7528\u9891\u6b21\u3001\u8d23\u4efb\u4eba\u3001\u521b\u5efa\/\u66f4\u65b0\u65f6\u95f4\u3001\u4e0a\u6b21\u4efb\u52a1\u72b6\u6001\u3001\u8d28\u91cf\u6807\u7b7e\u7b49\u4fe1\u606f\uff0c\u6784\u5efa\u51fa\u5bf9\u6570\u636e\u662f\u5426\u503c\u5f97\u4fe1\u8d56\u7684\u5168\u9762\u5224\u65ad\u4f9d\u636e\u3002<\/p>\n\n\n\n<p><strong>4\u3001\u5b89\u5168\u6027\uff08Security\uff09<\/strong><\/p>\n\n\n\n<p>\u5728\u6570\u636e\u6cbb\u7406\u548c\u5408\u89c4\u573a\u666f\u4e2d\uff0c\u5143\u6570\u636e\u8d77\u5230\u4e86\u81f3\u5173\u91cd\u8981\u7684\u201c\u8bc6\u522b\u5668\u201d\u4f5c\u7528\u3002\u5b83\u80fd\u5e2e\u52a9\u4f01\u4e1a\u81ea\u52a8\u8bc6\u522b\u51fa\u654f\u611f\u5b57\u6bb5\uff0c\u5982\u8eab\u4efd\u8bc1\u53f7\u3001\u624b\u673a\u53f7\u3001\u90ae\u7bb1\u7b49\uff0c\u5e76\u6807\u8bb0\u51fa\u5b57\u6bb5\u7684\u7b49\u7ea7\u4e0e\u8bbf\u95ee\u63a7\u5236\u8981\u6c42\u3002<\/p>\n\n\n\n<p><strong>5\u3001\u4e92\u64cd\u4f5c\u6027\uff08Interoperability\uff09<\/strong><\/p>\n\n\n\n<p>\u4f01\u4e1a\u4e2d\u7684\u62a5\u8868\u3001\u63a5\u53e3\u3001\u6a21\u578b\u3001\u4efb\u52a1\u3001\u6307\u6807\u3001API\u2026\u2026\u6bcf\u4e00\u7c7b\u8d44\u4ea7\u90fd\u6709\u81ea\u5df1\u7684\u5143\u6570\u636e\u3002\u5143\u6570\u636e\u4e0d\u662f\u4e3a\u67d0\u4e2a\u7cfb\u7edf\u670d\u52a1\u7684\uff0c\u800c\u662f\u8981\u6210\u4e3a\u591a\u4e2a\u7cfb\u7edf\u4e4b\u95f4\u7684\u201c\u7ffb\u8bd1\u5668\u201d\u3002<\/p>\n\n\n\n<p><strong>6\u3001\u4e0a\u4e0b\u6587\u4e30\u5bcc\u6027\uff08Contextualization\uff09<\/strong><\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u5143\u6570\u636e\u7684\u4ef7\u503c\u8fd8\u5728\u4e8e\u63d0\u4f9b\u201c\u80cc\u666f\u4fe1\u606f\u201d\u3002\u5c31\u50cf\u4e00\u4e2a\u5b57\u6bb5\uff0c\u5149\u53eb\u201camount\u201d\u8fdc\u8fdc\u4e0d\u591f\uff0c\u5b83\u662f\u8ba2\u5355\u91d1\u989d\uff1f\u9000\u6b3e\u91d1\u989d\uff1f\u662f\u542b\u7a0e\u8fd8\u662f\u4e0d\u542b\u7a0e\uff1f\u5143\u6570\u636e\u53ef\u4ee5\u8865\u5145\u201c\u5b83\u7684\u4e1a\u52a1\u542b\u4e49\u662f\u4ec0\u4e48\u3001\u5b83\u66fe\u88ab\u54ea\u4e9b\u573a\u666f\u7528\u8fc7\u3001\u5b83\u662f\u5426\u88ab\u8d28\u91cf\u7a3d\u6838\u6807\u8bb0\u8fc7\u201d\u7b49\u4e0a\u4e0b\u6587\uff0c\u8ba9\u6570\u636e\u4e0d\u4ec5\u5b58\u5728\uff0c\u8fd8\u80fd\u88ab\u7406\u89e3\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u52a8\u5143\u6570\u636e vs \u88ab\u52a8\u5143\u6570\u636e<\/strong><\/p>\n\n\n\n<p>\u5728\u8fc7\u53bb\u7684\u5143\u6570\u636e\u7cfb\u7edf\u4e2d\uff0c\u6211\u4eec\u4e60\u60ef\u4e8e\u4eba\u5de5\u5f55\u5165\u3001\u6587\u6863\u8bb0\u5f55\u5143\u6570\u636e\u3002\u8fd9\u79cd\u65b9\u5f0f\u88ab\u79f0\u4e3a<strong>\u88ab\u52a8\u5143\u6570\u636e<\/strong>\uff08Passive Metadata\uff09\uff0c\u800c\u968f\u7740\u6570\u636e\u89c4\u6a21\u4e0e\u590d\u6742\u5ea6\u8fc5\u901f\u4e0a\u5347\uff0c\u4f01\u4e1a\u5f00\u59cb\u8f6c\u5411\u4e00\u79cd\u66f4\u667a\u80fd\u3001\u66f4\u5b9e\u65f6\u7684\u7ba1\u7406\u65b9\u5f0f\u2014\u2014\u8fd9\u5c31\u662f<strong>\u4e3b\u52a8\u5143\u6570\u636e<\/strong>\uff08Active Metadata\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"380\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-188-1024x380.jpg\" alt=\"\" class=\"wp-image-856\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-188-1024x380.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-188-300x111.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-188-768x285.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-188.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u4e3b\u52a8\u5143\u6570\u636e\u5177\u5907\u4ee5\u4e0b\u4f18\u52bf\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u80fd\u591f\u9a71\u52a8<strong>\u5b9e\u65f6\u6cbb\u7406\u673a\u5236<\/strong>\uff1a\u6bd4\u5982\u4e00\u65e6\u8bc6\u522b\u5230\u654f\u611f\u5b57\u6bb5\u53d8\u5316\uff0c\u5373\u53ef\u89e6\u53d1\u8131\u654f\u7b56\u7565\uff1b<\/li>\n\n\n\n<li>\u652f\u6301<strong>\u8de8\u7cfb\u7edf\u8c03\u5ea6\u7f16\u6392<\/strong>\uff1a\u5b57\u6bb5\u88ab\u8c03\u7528\u540e\uff0c\u81ea\u52a8\u5efa\u7acb\u8840\u7f18\u56fe\u8c31\uff1b<\/li>\n\n\n\n<li>\u63a8\u52a8<strong>\u81ea\u52a8\u6807\u8bb0\u4e0e\u8d28\u91cf\u68c0\u6d4b<\/strong>\uff1a\u5982\u53ef\u8bc6\u522b PII \u5b57\u6bb5\u3001\u76d1\u63a7\u5b57\u6bb5\u5931\u6548\u7b49\uff1b<\/li>\n\n\n\n<li>\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u8ba9\u5143\u6570\u636e\u201c\u6d3b\u201d\u8d77\u6765\u4e86\uff0c\u4e0d\u518d\u53ea\u662f\u4e00\u4e2a\u540e\u53f0\u6587\u6863\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5143\u6570\u636e\u7ba1\u7406<br><br><\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u8bf4\u5143\u6570\u636e\u662f\u201c\u5173\u4e8e\u6570\u636e\u7684\u6570\u636e\u201d\uff0c\u90a3\u4e48<strong>\u5143\u6570\u636e\u7ba1\u7406<\/strong>\u5c31\u662f\u5bf9\u8fd9\u4e9b\u201c\u6570\u636e\u8bf4\u660e\u4e66\u201d\u7684\u4e00\u6574\u5957\u6807\u51c6\u5316\u64cd\u4f5c\u6d41\u7a0b\u2014\u2014\u4ece\u91c7\u96c6\u3001\u5206\u7c7b\u3001\u6574\u5408\u5230\u66f4\u65b0\u4e0e\u8c03\u7528\u3002<\/p>\n\n\n\n<p>\u5b83\u4e0d\u4ec5\u662f\u6570\u636e\u76ee\u5f55\u3001\u6570\u636e\u8840\u7f18\u3001\u6570\u636e\u6cbb\u7406\u7b49\u529f\u80fd\u7684\u201c\u71c3\u6599\u5e93\u201d\uff0c\u66f4\u662f\u73b0\u4ee3\u4f01\u4e1a\u6784\u5efa\u6570\u636e\u53ef\u4fe1\u4e0e\u53ef\u7528\u6027\u7684\u5173\u952e\u624b\u6bb5\u3002\u5143\u6570\u636e\u7ba1\u7406\u80fd\u591f\u5e26\u6765\u4ee5\u4e0b\u51e0\u65b9\u9762\u76f4\u63a5\u4ef7\u503c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u4e00\u81f4\u6027\u63d0\u5347<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u7edf\u4e00\u5b57\u6bb5\u547d\u540d\u3001\u5b9a\u4e49\u3001\u53e3\u5f84<\/strong>\uff0c\u89e3\u51b3\u201c\u540c\u540d\u4e0d\u540c\u4e49\u201d\u201c\u4e00\u6570\u591a\u89e3\u201d\u7684\u6cbb\u7406\u75db\u70b9\uff1b<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u66f4\u597d\u7684\u6570\u636e\u8d28\u91cf<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7<strong>\u89c4\u5219\u548c\u6821\u9a8c\u673a\u5236<\/strong>\uff0c\u81ea\u52a8\u8bc6\u522b\u5b57\u6bb5\u7f3a\u5931\u3001\u7c7b\u578b\u9519\u8bef\u3001\u843d\u5e93\u5931\u8d25\u7b49\u95ee\u9898\uff1b<\/p>\n\n\n\n<ul 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