{"id":2389,"date":"2023-07-23T13:09:44","date_gmt":"2023-07-23T05:09:44","guid":{"rendered":""},"modified":"2023-07-23T13:09:44","modified_gmt":"2023-07-23T05:09:44","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/2389.html","title":{"rendered":"GPT-5\u53ea\u4f1a\u66f4\u7b28\uff01\u65af\u5766\u798f\u83b1\u65af\u7814\u7a76\u8b66\u544a\uff0cAI\u8badAI\u8d85\u8fc75\u6b21\uff0c\u6a21\u578b\u53cd\u566c\uff0c\u6027\u80fd\u5927\u51cf"},"content":{"rendered":"
\n

\u58f0\u660e\uff1a\u672c\u6587\u6765\u81ea\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7 \u65b0\u667a\u5143\uff08ID:AI<\/span><\/a>_era\uff09\uff0c\u4f5c\u8005:\u65b0\u667a\u5143\uff0c\u6388\u6743\u5fae\u65b0\u521b\u60f3\u8f6c\u8f7d\u53d1\u5e03\u3002<\/p>\n<\/blockquote>\n

\u7528AI\u751f\u6210\u7684\u6570\u636e\u8bad\u7ec3AI\uff0c\u4e0d\u4f1a\u6709\u9b54\u6cd5\uff0c\u53ea\u4f1a\u88ab\u53cd\u566c\u3002<\/p>\n

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\n

\u8bba\u6587\u5730\u5740:https:\/\/arxiv.org\/abs\/2307.01850<\/p>\n

\u7814\u7a76\u53d1\u73b0\u5728\u4f7f\u7528AI\u6570\u636e\uff0c\u7ecf\u8fc7\u7b2c5\u6b21\u8fed\u4ee3\u8bad\u7ec3\u540e\uff0c\u6a21\u578b\u5c31\u4f1a\u60a3\u4e0aMAD\u300266<\/p>\n

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\u62d2\u7edd\u6a21\u578b\u300c\u5185\u8017\u300d<\/p>\n

\u76ee\u524d\uff0cMAD\u5c1a\u672a\u786e\u8ba4\u4f1a\u5f71\u54cd\u6240\u6709AI\u6a21\u578b\uff0c\u4e0d\u8fc7\u7814\u7a76\u4eba\u5458\u5df2\u7ecf\u5bf9\u81ea\u7f16\u7801\u5668\u3001\u9ad8\u65af\u6df7\u5408\u6a21\u578b\u3001\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4e86\u9a8c\u8bc1\u3002<\/p>\n

\u4f5c\u8005\u5199\u9053\uff0c\u300c\u4e16\u754c\u6b63\u5728\u5954\u5411\u4e00\u4e2a\u672a\u6765\uff0c\u751f\u6210\u5f0fAI\u7684\u7206\u53d1\uff0c\u5bfc\u81f4\u4e86\u4e92\u8054\u7f51\u4e0a\u7684\u5408\u6210\u6570\u636e\uff0c\u5f88\u5feb\u5c31\u4f1a\u8d85\u8fc7\u771f\u5b9e\u6570\u636e\u3002\u300d<\/p>\n

\u56e0\u6b64\uff0c\u5f53\u524d\u7684AI\u6a21\u578b\uff0c\u6b63\u5728\u4e0d\u77e5\u4e0d\u89c9\u4e2d\u63a5\u53d7\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u5de5\u667a\u80fd<\/span><\/a>\u5408\u6210\u6570\u636e\u7684\u8bad\u7ec3\u3002<\/p>\n

\u6bd4\u5982\uff0c\u76ee\u524d\u5df2\u77e5\u4e14\u5f00\u6e90\u7684\u6700\u5927<\/span>\u89c4\u6a21\u591a\u6a21\u6001\u6570\u636e\u96c6LAION-5B\uff0c\u5df2\u7ecf\u7528\u4e8e\u8bad\u7ec3\u5f53\u524d\u6700\u5148<\/span>\u8fdb\u7684\u6587\u672c-\u56fe\u50cf\u6a21\u578b\uff0c\u5305\u62ecStable Diffusion\u3002<\/p>\n

\u8fd9\u4e2a\u6570\u636e\u96c6\u5c31\u5305\u542b\u4e86\uff0c\u4ece\u65e9\u671f\u751f\u6210\u6a21\u578b\u4e2d\u91c7\u6837\u7684\u5408\u6210\u56fe\u50cf\u3002<\/p>\n

\u5408\u6210\u6570\u636e\u53d7\u6b22\u8fce\u7684\u4e3b\u8981\u539f\u56e0\u5728\u4e8e4\u70b9:<\/p>\n

– \u5408\u6210\u8bad\u7ec3\u6570\u636e\u6bd4\u83b7\u53d6\u771f\u5b9e\u4e16\u754c\u7684\u6837\u672c\u66f4\u5bb9\u6613\u3001\u66f4\u5feb\u3001\u66f4\u4fbf\u5b9c<\/strong><\/p>\n

– \u67d0\u79cd\u60c5\u51b5\u4e0b\uff0c\u5408\u6210\u6570\u636e\u589e\u5f3a\u53ef\u4ee5\u63d0\u9ad8AI\u7cfb\u7edf\u7684\u6027\u80fd<\/strong><\/p>\n

– \u53ef\u4ee5\u5728\u533b\u5b66\u6210\u50cf\u6216\u533b\u7597\u8bb0\u5f55\u7b49\u654f\u611f\u5e94\u7528\u4e2d\u4fdd\u62a4\u9690\u79c1<\/strong><\/p>\n

– \u6700\u91cd\u8981\u4e00\u70b9\uff0c\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53c2\u6570\u8d8a\u6765\u8d8a\u5e9e\u5927\uff0c\u73b0\u51e0\u4e4e\u6ca1\u6709\u771f\u5b9e\u6570\u636e\u53ef\u7528\u4e86<\/strong><\/p>\n

\u4e3a\u4e86\u83b7\u53d6\u66f4\u591a\u771f\u5b9e\u6570\u636e\uff0c\u5c31\u8fdeOpenAI\u8fd1\u65e5\u4e0e\u7f8e\u8054\u793e\u7b7e\u8ba2\u534f\u8bae\uff0c\u53cc\u65b9\u5c06\u5171\u4eab\u90e8\u5206\u65b0\u95fb\u5185\u5bb9\u548c\u6280\u672f\u3002<\/p>\n

\n

\u4f46\u662f\uff0c\u4e0d\u7ba1\u662f\u6709\u610f\uff0c\u8fd8\u662f\u65e0\u610f\u4f7f\u7528\u5408\u6210\u6570\u636e\uff0c\u5df2\u7ecf\u80cc\u79bb\u4e86\u6807\u51c6\u7684AI\u8bad\u7ec3\u5b9e\u8df5:<\/p>\n

\n

\u4e00\u4ee3\u53c8\u4e00\u4ee3\u5730\u91cd\u590d\u8fd9\u4e00\u8fc7\u7a0b\u5f62\u6210\u4e86\u4e00\u4e2a\u81ea\u566c\u5faa\u73af\uff08autophagous loop\uff09\uff0c\u4e5f\u5c31\u662f\u81ea\u8017(self-consuming)\u3002<\/p>\n<\/blockquote>\n

\u4e0d\u540c\u7684\u81ea\u566c\u73af\u53d8\u5316\u53d6\u51b3\u4e8e\uff0c\u73b0\u6709\u7684\u771f\u5b9e\u6570\u636e\u548c\u5408\u6210\u6570\u636e\u5982\u4f55\u7ec4\u5408\u5230\u672a\u6765\u7684\u8bad\u7ec3\u96c6\u4e2d\u3002<\/p>\n

\n

\u7136\u800c\uff0c\u6839\u636e\u5408\u6210\u6570\u636e\u7684\u751f\u6210\u65b9\u5f0f\uff0c\u8fd8\u4f1a\u51fa\u73b0\u5176\u4ed6\u53d8\u5316\u3002<\/p>\n

\u6bd4\u5982\uff0c\u7814\u7a76\u8005\u6216\u7b97\u6cd5\u901a\u5e38\u4f1a\u901a\u8fc7\u624b\u52a8\u300c\u6311\u9009\u300d\u5408\u6210\u6570\u636e\u6765\u5f15\u5165\u91c7\u6837\u504f\u5dee\uff0c\u4ee5\u6743\u8861\u611f\u77e5\u8d28\u91cf\uff08\u5373\u56fe\u50cf\/\u6587\u672c\u770b\u8d77\u6765\u6765\u4e0d\u9519\uff09\u4e0e\u591a\u6837\u6027(\u4e0d\u540c\u7c7b\u578b\u56fe\u50cf\/\u6587\u672c)\u3002<\/p>\n

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\u5982\u679c\u5408\u6210\u6570\u636e\u5df2\u7ecf\u5b58\u5728\u4e8e\u6211\u4eec\u4eca\u5929\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\uff0c\u90a3\u4e48\u81ea\u566c\u5faa\u73af\u5728\u672a\u6765\u51e0\u4e4e\u662f\u4e0d\u53ef\u907f\u514d\u7684\u3002<\/p>\n

\u90a3\u4e48\u5f71\u54cd\u7a76\u7adf\u6709\u591a\u5927?<\/p>\n

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\u800c\u6709\u4e00\u70b9\u53ef\u4ee5\u786e\u5b9a\u7684\u662f\uff0c\u4f7f\u7528\u5408\u6210\u6570\u636e\u91cd\u590d\u8bad\u7ec3\u53ef\u80fd\u4f1a\uff0c\u9010\u6e10\u653e\u5927\u4efb\u4f55\u751f\u6210\u6a21\u578b\u4e2d\u5b58\u5728\u7684\u504f\u5dee\u548c\u4f2a\u5f71\u3002<\/p>\n

\u603b\u4e4b\uff0c\u8fd9\u9879\u7814\u7a76\u6709\u4e09\u4e2a\u91cd\u8981\u8d21\u732e:<\/p>\n

1. \u81ea\u566c\u5faa\u73af\u7684\u771f\u5b9e\u6a21\u578b<\/strong><\/p>\n

\u56e2\u961f\u7814\u7a76\u4e86\u81ea\u566c\u5faa\u73af\u76843\u79cd\u53d8\u4f53:\u5b8c\u5168\u5408\u6210\u5faa\u73af\uff0c\u5176\u4e2d\u751f\u6210\u6a21\u578b\u4ec5\u5728\u524d\u51e0\u4ee3\u7684\u5408\u6210\u6837\u672c\u4e0a\u8fdb\u884c\u8bad\u7ec3;\u5408\u6210\u589e\u5f3a\u5faa\u73af\uff0c\u5176\u4e2d\u8bad\u7ec3\u96c6\u8fd8\u5305\u62ec\u4e00\u7ec4\u56fa\u5b9a\u7684\u771f\u5b9e\u6570\u636e;\u65b0\u6570\u636e\u5faa\u73af\uff0c\u5176\u4e2d\u8bad\u7ec3\u96c6\u8fd8\u5305\u62ec\u6bcf\u4e00\u4ee3\u7684\u4e00\u7ec4\u65b0\u7684\u771f\u5b9e\u6570\u636e\u3002<\/p>\n

\u6240\u6709\u8fd93\u79cd\u81ea\u566c\u5faa\u73af\u6a21\u578b\u7684\u5e95\u7ebf\u662f\uff0c\u5982\u679c\u6bcf\u4e00\u4ee3\u6ca1\u6709\u8db3\u591f\u7684\u65b0\u9c9c\u771f\u5b9e\u6570\u636e\uff0c\u672a\u6765\u7684\u751f\u6210\u6a21\u578b\u6ce8\u5b9a\u4f1aMAD\u3002<\/p>\n

2. \u91c7\u6837\u504f\u5dee\u5728\u81ea\u566c\u5faa\u73af\u4e2d\u8d77\u7740\u5173\u952e\u4f5c\u7528<\/strong><\/p>\n

\u6a21\u578b\u5b9e\u8df5\u8005\u503e\u5411\u4e8e\u624b\u52a8\u6311\u9009\u5408\u6210\u6570\u636e\uff0c\u66f4\u559c\u6b22\u9ad8\u8d28\u91cf\u7684\u6837\u672c\uff0c\u5e76\u5220\u9664\u4f4e\u8d28\u91cf\u7684\u6837\u672c\u3002\u6b64\u5916\uff0c\u6700\u5148<\/span>\u8fdb\u7684\u751f\u6210\u6a21\u578b\u901a\u5e38\u5177\u6709\u53ef\u63a7\u53c2\u6570\uff0c\u53ef\u4ee5\u4ee5\u727a\u7272\u591a\u6837\u6027\u4e3a\u4ee3\u4ef7\u6765\u63d0\u9ad8\u5408\u6210\u8d28\u91cf\u3002<\/p>\n

\u7814\u7a76\u8bc1\u660e\uff0c\u901a\u8fc7\u8fd9\u79cd\u8d28\u91cf\u591a\u6837\u6027\uff08\u7cbe\u786e\u53ec\u56de\uff09\u6743\u8861\u5f15\u8d77\u7684\u91c7\u6837\u504f\u5dee\uff0c\u5bf9\u81ea\u566c\u8bad\u7ec3\u5faa\u73af\u7684\u884c\u4e3a\u6709\u91cd\u5927\u5f71\u54cd\u3002<\/p>\n

\u5177\u4f53\u6765\u8bb2\uff0c\u5728\u6ca1\u6709\u91c7\u6837\u504f\u5dee\u7684\u60c5\u51b5\u4e0b\uff0c\u81ea\u566c\u4f1a\u5bfc\u81f4\u8d28\u91cf\u548c\u591a\u6837\u6027\u7684\u5feb\u901f\u4e0b\u964d\uff0c\u800c\u5728\u91c7\u6837\u504f\u5dee\u7684\u60c5\u51b5\u4e0b\uff0c\u8d28\u91cf\u53ef\u4ee5\u4fdd\u6301\uff0c\u4f46\u591a\u6837\u6027\u4e0b\u964d\u5f97\u66f4\u5feb\u3002<\/p>\n

3. \u81ea\u566c\u5faa\u73af\u884c\u4e3a\u9002\u7528\u4e8e\u5404\u79cd\u751f\u6210\u6a21\u578b\u548c\u6570\u636e\u96c6<\/strong><\/p>\n

\u9664\u4e86\u5bf9\u7b80\u5355\u591a\u5143\u9ad8\u65af\u548c\u9ad8\u65af\u6df7\u5408\u6a21\u578b\u7684\u5206\u6790\u548c\u5b9e\u8bc1\u7814\u7a76\u4e4b\u5916\uff0c\u56e2\u961f\u8fd8\u5728\u6b63\u6587\u548c\u9644\u5f55\u4e2d\uff0c\u8bc1\u660e\u4e86\u4e3b\u8981\u7ed3\u8bba\u9002\u7528\u4e8e\u5404\u79cd\u751f\u6210\u6a21\u578b\u3002<\/p>\n

\u90e8\u5206\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n

\u5728\u6ca1\u6709\u91c7\u6837\u504f\u5dee\u7684\u5168\u5408\u6210\u5faa\u73af\u4e2d\uff0c\u5b8c\u5168\u4f7f\u7528\u5408\u6210\u6570\u636e\u8bad\u7ec3\u751f\u6210\u6a21\u578b\uff0c\u5176\u5408\u6210\u6570\u636e\u7684\u8d28\u91cf\u548c\u591a\u6837\u6027\u90fd\u4f1a\u9010\u4ee3\u4e0b\u964d\u3002<\/p>\n

\n

\u5728\u5168\u5408\u6210\u5faa\u73af\u4e2d\uff0c\u751f\u6210\u7684\u5408\u6210FFHQ\u548cMNIST\u56fe\u50cf\u7684FID\u3001\u7cbe\u5ea6\u548c\u591a\u6837\u6027\uff08\u53ec\u56de\u7387\uff09<\/p>\n

\u7814\u7a76\u8005\u7ed9\u51fa\u4e86MNIST\u7684\u771f\u5b9e\u6570\u636e\u548c\u5408\u6210\u6570\u636e\u7684t-SNE\u56fe\uff0c\u8fd9\u4e9b\u6570\u636e\u6765\u81ea\u6ca1\u6709\u91c7\u6837\u504f\u5dee\u7684\u5168\u5408\u6210\u73af\u8def\uff08\u03bb =1\uff09\u3002<\/p>\n

\u53ef\u4ee5\u770b\u5230\uff0c\u751f\u6210\u7684\u6a21\u5f0f\u9010\u6e10\u5408\u5e76\uff0c\u76f8\u4e92\u4e4b\u95f4\u5931\u53bb\u4e86\u5206\u79bb\u3002\u5230\u7b2c10\u4ee3\uff0c\u751f\u6210\u7684\u6837\u672c\u51e0\u4e4e\u65e0\u6cd5\u8fa8\u8ba4\u3002<\/p>\n

\n

\u5728\u6ca1\u6709\u91c7\u6837\u504f\u5dee\u7684\u60c5\u51b5\u4e0b\uff0c\u5408\u6210\u6570\u636e\u6a21\u578b\u4f1a\u504f\u79bb\u771f\u5b9e\u6a21\u578b\u5e76\u5408\u5e76<\/p>\n

\u7814\u7a76\u8fd8\u53d1\u73b0\uff0c\u63d0\u9ad8\u5408\u6210\u8d28\u91cf\u4f1a\u635f\u5bb3\u5408\u6210\u591a\u6837\u6027\u3002<\/p>\n

\n

\u5728\u9ad8\u8d28\u91cf\u5408\u6210\u6570\u636e\u4e0a\u8bad\u7ec3\u751f\u6210\u6a21\u578b\u603b\u662f\u4f1a\u5bfc\u81f4\u5408\u6210\u8d28\u91cf\u6216\u5408\u6210\u591a\u6837\u6027\u7684\u635f\u5931<\/p>\n

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

https:\/\/www.tomshardware.com\/news\/generative-ai-goes-mad-when-trained-on-artificial-data-over-five-times<\/p>\n

https:\/\/arxiv.org\/pdf\/2307.01850.pdf<\/p>\n

https:\/\/futurism.com\/ai-trained-ai-generated-data<\/p>\n

https:\/\/www.tweaktown.com\/news\/92328\/scientists-make-ai-go-crazy-by-feeding-it-generated-content\/index.html<\/p>\n","protected":false},"excerpt":{"rendered":"

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