# \u4f60\u7684 AI \u52a9\u624b\u6b63\u5728\u628a\u4f60\u7684\u5bf9\u8bdd\u5356\u7ed9\u5e7f\u544a\u5546<\/p>\n
\u521a\u770b\u5230\u4e00\u4efd\u7814\u7a76\uff0c\u8bf4\u5b9e\u8bdd\u6709\u70b9\u540e\u80cc\u53d1\u51c9\u3002<\/p>\n
LeakyLM \u9879\u76ee\u7ec4\u53d1\u5e03\u4e86\u4e00\u4efd\u62a5\u544a\uff0c\u6d4b\u8bd5\u4e86\u5e02\u9762\u4e0a\u4e3b\u6d41\u7684 AI \u5bf9\u8bdd\u4ea7\u54c1\u2014\u2014ChatGPT\u3001Claude\u3001Grok\u3001Perplexity\u2014\u2014\u5168\u90e8\u4e2d\u62db\u3002\u56db\u4e2a\u5e73\u53f0\u7684\u7f51\u9875\u7aef\u90fd\u5d4c\u4e86\u7b2c\u4e09\u65b9\u8ffd\u8e2a\u811a\u672c\uff0c\u4f60\u8f93\u5165\u7684\u5185\u5bb9\u3001\u5bf9\u8bdd\u6807\u9898\u3001\u751a\u81f3\u5bf9\u8bdd URL\uff0c\u6084\u65e0\u58f0\u606f\u5c31\u9001\u5230\u4e86 Google\u3001Meta\u3001TikTok \u7684\u5e7f\u544a\u670d\u52a1\u5668\u4e0a\u3002<\/p>\n
\u8fd9\u4e0d\u662f\u4ec0\u4e48”\u53ef\u80fd\u6cc4\u9732”\u7684\u5047\u8bbe\uff0c\u662f\u4ed6\u4eec\u4e00\u4e2a\u4e2a\u6293\u5305\u9a8c\u8bc1\u8fc7\u7684\u3002<\/p>\n
## \u5230\u5e95\u6cc4\u9732\u4e86\u4ec0\u4e48\uff1f<\/p>\n
\u5148\u770b\u6570\u636e\u3002ChatGPT \u7684\u7f51\u9875\u7aef\u5d4c\u4e86 Google Analytics\uff0c\u4f60\u6bcf\u6b21\u6253\u5f00\u5bf9\u8bdd\uff0c**\u5bf9\u8bdd URL \u548c\u9875\u9762\u6807\u9898**\u76f4\u63a5\u53d1\u9001\u5230 Google \u7684\u670d\u52a1\u5668\u3002Claude \u66f4\u5938\u5f20\uff0c\u4e0d\u4ec5\u7ed9 Google \u9001\u6570\u636e\uff0c\u8fd8\u901a\u8fc7 Meta Pixel \u7684 `_fbp` cookie \u628a\u4f60\u7684\u8eab\u4efd\u6807\u8bc6\u548c\u5bf9\u8bdd\u7ed1\u5b9a\u5728\u4e00\u8d77\u3002Grok \u90a3\u8fb9\u9664\u4e86 Google Analytics\uff0c\u8fd8\u540c\u65f6\u5f80 DoubleClick\u3001TikTok\u3001Meta \u9001\u6570\u636e\u3002<\/p>\n
\u6838\u5fc3\u95ee\u9898\u51fa\u5728\u4e09\u4e2a\u5730\u65b9\uff1a<\/p>\n
– **\u5bf9\u8bdd URL \u76f4\u63a5\u66b4\u9732**\u2014\u2014\u8fd9\u4e9b\u5e73\u53f0\u9ed8\u8ba4\u751f\u6210\u7684\u5bf9\u8bdd\u94fe\u63a5\u662f\u516c\u5f00\u7684\u6c38\u4e45\u94fe\u63a5\uff08permalinks\uff09\uff0c\u4efb\u4f55\u4eba\u53ea\u8981\u6709 URL \u5c31\u80fd\u770b\u5230\u5bf9\u8bdd\u5185\u5bb9\u3002\u800c URL \u672c\u8eab\u88ab\u585e\u8fdb\u4e86\u8ffd\u8e2a\u8bf7\u6c42\u7684\u53c2\u6570\u91cc\u3002
\n– **\u8ffd\u8e2a\u6807\u8bc6\u4e0e\u8eab\u4efd\u7ed1\u5b9a**\u2014\u2014Meta Pixel \u7684 `_fbp` cookie\u3001Google \u7684 `_fbp`\u3001TikTok \u7684 cookie\uff0c\u8fd9\u4e9b\u90fd\u80fd\u628a\u4f60\u5728\u4e0d\u540c\u7f51\u7ad9\u4e0a\u7684\u884c\u4e3a\u4e32\u8d77\u6765\uff0c\u5f62\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u7528\u6237\u753b\u50cf\u3002
\n– **\u5bf9\u8bdd\u6807\u9898\u672c\u8eab\u5c31\u662f\u654f\u611f\u4fe1\u606f**\u2014\u2014\u6bd4\u5982\u4f60\u8ddf ChatGPT \u8bf4”\u5e2e\u6211\u770b\u770b\u80f8\u53e3\u75bc\u662f\u600e\u4e48\u56de\u4e8b”\uff0c\u5bf9\u8bdd\u6807\u9898\u81ea\u52a8\u5c31\u662f”\u80f8\u53e3\u75bc\u600e\u4e48\u56de\u4e8b”\u3002\u8fd9\u4e2a\u6807\u9898\u76f4\u63a5\u4f5c\u4e3a\u9875\u9762\u6807\u9898\uff0c\u901a\u8fc7 `dt` \u53c2\u6570\u4f20\u7ed9\u4e86 Google Analytics\u3002<\/p>\n
Grok \u7684\u60c5\u51b5\u6700\u79bb\u8c31\u2014\u2014\u5171\u4eab\u5bf9\u8bdd\u4e0d\u4ec5\u751f\u6210\u516c\u5f00\u7684\u6c38\u4e45\u94fe\u63a5\uff0c\u8fd8\u4f1a\u751f\u6210**\u5bf9\u8bdd\u5185\u5bb9\u7684\u622a\u56fe**\uff0c\u622a\u56fe\u4e0a\u9010\u5b57\u9010\u53e5\u7684\u804a\u5929\u5185\u5bb9\u76f4\u63a5\u66b4\u9732\u5728 Open Graph \u5143\u6570\u636e\u91cc\uff0cTikTok \u7684\u8ffd\u8e2a\u811a\u672c\u53ef\u4ee5\u539f\u6837\u6293\u8d70\u3002<\/p>\n
## \u8fd9\u4e9b\u8ffd\u8e2a\u811a\u672c\u662f\u600e\u4e48\u8fdb\u53bb\u7684\uff1f<\/p>\n
\u4e0d\u662f\u9ed1\u5ba2\u5165\u4fb5\uff0c\u662f\u5e73\u53f0\u81ea\u5df1\u4e3b\u52a8\u5d4c\u7684\u3002ChatGPT \u5d4c\u4e86 Google Analytics\uff0cClaude \u5d4c\u4e86 Datadog + Google Analytics + Meta Pixel\uff0cGrok \u5d4c\u4e86 Google Analytics + DoubleClick + TikTok + Meta Pixel\uff0cPerplexity \u5d4c\u4e86 Google Analytics + Datadog\u3002<\/p>\n
\u505a\u4e00\u4e2a\u7b80\u5355\u7684\u6293\u5305\u6d4b\u8bd5\u5c31\u80fd\u590d\u73b0\uff1a<\/p>\n
“`
\n# \u6253\u5f00\u6d4f\u89c8\u5668\u5f00\u53d1\u8005\u5de5\u5177 -> Network \u6807\u7b7e
\n# \u968f\u4fbf\u8ddf ChatGPT \u8bf4\u53e5\u8bdd\uff0c\u8fc7\u6ee4 ga.google.com \u7684\u8bf7\u6c42
\n# \u4f60\u4f1a\u770b\u5230 dt \u53c2\u6570\u91cc\u5e26\u7740\u4f60\u7684\u5bf9\u8bdd\u6807\u9898
\n“`<\/p>\n
\u6211\u8bd5\u4e86\u4e00\u4e0b\uff0c\u786e\u5b9e\u5982\u6b64\u3002<\/p>\n
## \u95ee\u9898\u7684\u672c\u8d28\uff1a\u5546\u4e1a\u6a21\u5f0f\u51b2\u7a81<\/p>\n
\u8fd9\u4e8b\u8bf4\u5230\u5e95\u4e0d\u662f\u4ec0\u4e48\u6280\u672f\u6f0f\u6d1e\uff0c\u800c\u662f**\u5546\u4e1a\u6a21\u5f0f\u95ee\u9898**\u3002<\/p>\n
AI \u5bf9\u8bdd\u4ea7\u54c1\u662f\u91cd\u6295\u5165\u2014\u2014\u8bad\u7ec3\u6210\u672c\u3001\u63a8\u7406\u6210\u672c\u3001\u7b97\u529b\u6210\u672c\uff0c\u6837\u6837\u70e7\u94b1\u3002\u5927\u90e8\u5206 AI \u516c\u53f8\u76ee\u524d\u4e0d\u8d5a\u94b1\uff0c\u90a3\u5c31\u5f97\u60f3\u529e\u6cd5\u53d8\u73b0\u3002\u514d\u8d39\u7684\u7f51\u9875\u7aef\u4ea7\u54c1\uff0c\u6700\u5e38\u89c1\u7684\u53d8\u73b0\u65b9\u5f0f\u5c31\u662f\u5e7f\u544a\u548c\u6570\u636e\u53d8\u73b0\u3002\u5d4c\u5165\u7b2c\u4e09\u65b9\u8ffd\u8e2a\u811a\u672c\uff0c\u628a\u7528\u6237\u6570\u636e\u9001\u5230\u5e7f\u544a\u7f51\u7edc\uff0c\u8fd9\u662f\u4e92\u8054\u7f51\u4e8c\u5341\u5e74\u6765\u73a9\u5f97\u6700\u719f\u7ec3\u7684\u5957\u8def\u3002<\/p>\n
\u95ee\u9898\u662f\uff0cAI \u5bf9\u8bdd\u7684\u5185\u5bb9\u654f\u611f\u5ea6\u8ddf\u666e\u901a\u7f51\u9875\u6d4f\u89c8\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u91cf\u7ea7\u3002\u4f60\u641c\u7d22\u4e00\u4e2a\u5546\u54c1\uff0cGoogle \u77e5\u9053\u4f60\u611f\u5174\u8da3\uff0c\u8fd9\u6ca1\u95ee\u9898\u3002\u4f46\u4f60\u8ddf AI \u804a\u81ea\u5df1\u7684\u5065\u5eb7\u72b6\u51b5\u3001\u6cd5\u5f8b\u7ea0\u7eb7\u3001\u5546\u4e1a\u8ba1\u5212\u2014\u2014\u8fd9\u4e9b\u4fe1\u606f\u4ece\u5bf9\u8bdd\u6807\u9898\u5230\u6c38\u4e45\u94fe\u63a5\u5168\u90e8\u66b4\u9732\u7ed9\u7b2c\u4e09\u65b9\uff0c\u6027\u8d28\u5c31\u5b8c\u5168\u53d8\u4e86\u3002<\/p>\n
LeakyLM \u7684\u7814\u7a76\u4eba\u5458\u6307\u51fa\uff0c\u8fd9\u4e9b\u8ffd\u8e2a\u5b8c\u5168\u662f**\u9ed8\u8ba4\u5f00\u542f**\u7684\u3002\u6ca1\u6709\u7ed9\u7528\u6237\u9009\u62e9\u7684\u673a\u4f1a\u3002\u66f4\u7cdf\u7684\u662f\uff0c\u90e8\u5206\u5e73\u53f0\u7684”\u9690\u79c1\u63a7\u5236”\u9009\u9879\u5b9e\u9645\u4e0a\u5e76\u6ca1\u6709\u963b\u65ad\u8ffd\u8e2a\u8bf7\u6c42\u7684\u53d1\u9001\u3002<\/p>\n
## \u4f5c\u4e3a\u5f00\u53d1\u8005\u7684\u5e94\u5bf9<\/p>\n
\u5982\u679c\u4f60\u662f\u91cd\u5ea6\u7528\u6237\uff0c\u51e0\u4e2a\u7f13\u89e3\u624b\u6bb5\uff1a<\/p>\n
**\u6d4f\u89c8\u5668\u5c42\u9762**\uff1a
\n– \u88c5 uBlock Origin \u6216\u540c\u7c7b\u62e6\u622a\u63d2\u4ef6\uff0c\u628a `google-analytics.com`\u3001`facebook.net`\u3001`doubleclick.net` \u5168\u90e8\u62c9\u9ed1
\n– \u4f7f\u7528 Brave \u6d4f\u89c8\u5668\uff0c\u5b83\u7684\u9ed8\u8ba4\u62e6\u622a\u7ea7\u522b\u53ef\u4ee5\u6321\u4f4f\u5927\u90e8\u5206\u8ffd\u8e2a
\n– \u5b9a\u671f\u6e05 cookie\uff0c\u5c24\u5176\u662f `_fbp`\u3001`_ga` \u8fd9\u7c7b\u7528\u4e8e\u8de8\u7ad9\u8ffd\u8e2a\u7684<\/p>\n
**\u4f7f\u7528\u4e60\u60ef**\uff1a
\n– \u654f\u611f\u5bf9\u8bdd\u7528 API \u8d70\u672c\u5730\u5ba2\u6237\u7aef\uff0c\u522b\u5728\u7f51\u9875\u7aef\u804a
\n– Claude \u684c\u9762\u7aef\u548c ChatGPT \u684c\u9762\u7aef\u7684\u6570\u636e\u6d41\u5411\u53ef\u80fd\u4e0d\u540c\uff0c\u53ef\u4ee5\u6d4b\u4e00\u4e0b
\n– \u5b9e\u5728\u8981\u7528\u7f51\u9875\u7aef\uff0c\u5f00\u65e0\u75d5\u6a21\u5f0f\u591a\u5c11\u6709\u70b9\u7528<\/p>\n
**\u6211\u81ea\u5df1\u76ee\u524d\u5728\u7528\u7684\u65b9\u6848**\uff1aAPI + \u672c\u5730\u5ba2\u6237\u7aef\u3002\u6210\u672c\u7a0d\u5fae\u9ad8\u4e00\u70b9\uff0c\u4f46\u6570\u636e\u53ea\u7ecf\u624b\u6211\u548c\u6a21\u578b\u63d0\u4f9b\u5546\u4e4b\u95f4\u7684 API \u901a\u9053\uff0c\u81f3\u5c11\u5c11\u4e86\u4e00\u5c42\u5e7f\u544a\u7f51\u7edc\u3002<\/p>\n
## \u8868\u9762\u4e4b\u4e0b<\/p>\n
LeakyLM \u8fd9\u4efd\u62a5\u544a\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u6233\u7834\u4e86\u4e00\u4ef6\u4e8b\uff1aAI \u88ab\u5305\u88c5\u6210\u4e00\u79cd\u5168\u65b0\u7684\u8303\u5f0f\uff0c\u4f46\u5e95\u5c42\u7684\u5546\u4e1a\u903b\u8f91\u8fd8\u662f\u8001\u4e00\u5957\u2014\u2014\u7528\u6237\u5373\u4ea7\u54c1\u3002\u4e0d\u7ba1\u662f ChatGPT \u8fd8\u662f Grok\uff0c\u5b83\u4eec\u7684\u524d\u7aef\u4ee3\u7801\u91cc\u8eba\u7740\u7684\u90a3\u51e0\u884c\u8ffd\u8e2a\u811a\u672c\uff0c\u8ddf\u5341\u5e74\u524d\u90a3\u4e9b\u514d\u8d39\u7f51\u7ad9\u7684\u5c0f\u628a\u620f\u6ca1\u6709\u4efb\u4f55\u533a\u522b\u3002<\/p>\n
\u533a\u522b\u53ea\u5728\u4e8e\uff0c\u5341\u5e74\u524d\u4f60\u6cc4\u9732\u7684\u662f\u6d4f\u89c8\u8bb0\u5f55\uff0c\u73b0\u5728\u4f60\u6cc4\u9732\u7684\u662f\u601d\u7ef4\u8fc7\u7a0b\u3002<\/p>\n
\u7814\u7a76\u4eba\u5458\u8fd8\u5728\u6269\u5c55\u6d4b\u8bd5\u8303\u56f4\uff0cMeta AI\u3001MS Copilot\u3001Google Gemini \u56e0\u4e3a\u540c\u65f6\u662f LLM \u63d0\u4f9b\u5546\u548c\u7b2c\u4e09\u65b9\u8ffd\u8e2a\u65b9\uff0c\u5c5e\u4e8e\u4e0d\u540c\u7684\u5a01\u80c1\u6a21\u578b\uff0c\u4ed6\u4eec\u8ba1\u5212\u5728\u672a\u6765\u51e0\u5468\u5185\u628a\u8fd9\u4e2a\u7f3a\u53e3\u8865\u4e0a\u3002\u8fd9\u4e2a\u7ed3\u679c\u6211\u633a\u671f\u5f85\u7684\u3002<\/p>\n
—<\/p>\n
*\u53c2\u8003\uff1a[LeakyLM Research Disclosure](https:\/\/leakylm.github.io\/)*<\/p>\n","protected":false},"excerpt":{"rendered":"
# \u4f60\u7684 AI \u52a9\u624b\u6b63\u5728\u628a\u4f60\u7684\u5bf9\u8bdd\u5356\u7ed9\u5e7f\u544a\u5546 \u521a\u770b\u5230\u4e00\u4efd\u7814\u7a76\uff0c\u8bf4\u5b9e\u8bdd\u6709\u70b9\u540e\u80cc\u53d1\u51c9\u3002 LeakyLM \u9879\u76ee\u7ec4\u53d1\u5e03… \u7ee7\u7eed\u9605\u8bfb \u4f60\u7684 AI \u52a9\u624b\u6b63\u5728\u628a\u4f60\u7684\u5bf9\u8bdd\u5356\u7ed9\u5e7f\u544a\u5546<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-170","post","type-post","status-publish","format-standard","hentry","category-ai-frontier"],"_links":{"self":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/170","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=170"}],"version-history":[{"count":1,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/170\/revisions"}],"predecessor-version":[{"id":171,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/170\/revisions\/171"}],"wp:attachment":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}