{"id":1984,"date":"2024-10-14T14:33:08","date_gmt":"2024-10-14T06:33:08","guid":{"rendered":"https:\/\/www.niuniucard.com\/blog\/?p=1984"},"modified":"2024-10-14T14:33:08","modified_gmt":"2024-10-14T06:33:08","slug":"ai%e5%87%ad%e5%95%a5%e5%8f%88%e5%be%97%e5%a5%96%ef%bc%9f%e5%b0%b1%e5%87%ad%e5%ae%83%e5%8d%8a%e5%b0%8f%e6%97%b6%e5%b9%b2%e5%ae%8c%e4%ba%86%e5%87%a0%e5%b9%b4%e7%9a%84%e6%b4%bb","status":"publish","type":"post","link":"\/blog\/archives\/1984","title":{"rendered":"AI\u51ed\u5565\u53c8\u5f97\u5956\uff1f\u5c31\u51ed\u5b83\u534a\u5c0f\u65f6\u5e72\u5b8c\u4e86\u51e0\u5e74\u7684\u6d3b"},"content":{"rendered":"\n<p>\u8fd9\u4e9b\u7814\u7a76\u5982\u4f55\u5f71\u54cd\u6211\u4eec\uff1f<\/p>\n\n\n\n<p>\u4eca\u5e74\u7684\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u9881\u7ed9\u4e86\u4e24\u7ec4\u7814\u7a76\u8005\uff0c<strong>\u4ed6\u4eec\u5236\u9020\u7684\u5206\u6790\u5de5\u5177\u6781\u5927\u5730\u63d0\u5347\u4e86\u86cb\u767d\u8d28\u7814\u7a76\u7684\u6548\u7387<\/strong>\uff0c\u4e3a\u751f\u7269\u79d1\u5b66\u7814\u7a76\u548c\u5e94\u7528\u5e26\u6765\u4e86\u4e0d\u53ef\u4f30\u91cf\u7684\u5de8\u5927\u5f71\u54cd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724738-1024x576.png\" alt=\"\" class=\"wp-image-1985\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724738-1024x576.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724738-300x169.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724738-768x432.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724738.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>2024\u5e74\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u7684\u4e3b\u9898\u662f\u86cb\u767d\u8d28\u3002\u5316\u5b66\u5956\u5f97\u4e3b\u5927\u536b\u00b7\u8d1d\u514b\u6784\u5efa\u51fa\u5168\u65b0\u7684\u86cb\u767d\u8d28\uff0c\u6210\u529f\u5b8c\u6210\u4e86\u51e0\u4e4e\u4e0d\u53ef\u80fd\u7684\u58ee\u4e3e\u3002\u6234\u5bc6\u65af\u00b7\u54c8\u8428\u6bd4\u65af\u4e0e\u7ea6\u7ff0\u00b7\u6731\u9ed8\u5e15\u5f00\u53d1\u4e86\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u89e3\u51b3\u4e86\u4e00\u4e2a 50 \u5e74\u524d\u7684\u95ee\u9898\uff1a\u9884\u6d4b\u86cb\u767d\u8d28\u7684\u590d\u6742\u7ed3\u6784\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AlphaFold\uff1a\u53c8\u5feb\u53c8\u51c6\u7684\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u4e00\u7ec4\u83b7\u5956\u8005\u662f<strong>\u6234\u5bc6\u65af\u00b7\u54c8\u8428\u6bd4\u65af\uff08Demis Hassabis\uff09\u4e0e\u7ea6\u7ff0\u00b7\u6731\u9ed8\u5e15\uff08John M. Jumper\uff09<\/strong>\uff0c<strong>\u4ed6\u4eec\u53c2\u4e0e\u521b\u9020\u4e86AI\u86cb\u767d\u8d28\u7ed3\u6784\u5206\u6790\u5de5\u5177AlphaFold<\/strong>\u3002<\/p>\n\n\n\n<p>\u86cb\u767d\u8d28\u7684\u529f\u80fd\u662f\u7531\u5206\u5b50\u7684\u4e09\u7ef4\u7a7a\u95f4\u7ed3\u6784\u51b3\u5b9a\u7684\uff0c\u56e0\u6b64\uff0c\u60f3\u8981\u771f\u6b63\u5730\u7406\u89e3\u86cb\u767d\u8d28\u5982\u4f55\u53d1\u6325\u4f5c\u7528\uff0c\u79d1\u5b66\u5bb6\u4eec\u5c31\u5fc5\u987b\u51c6\u786e\u5730\u638c\u63e1<strong>\u86cb\u767d\u8d28\u7684\u7a7a\u95f4\u7ed3\u6784<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"456\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724739-1024x456.png\" alt=\"\" class=\"wp-image-1986\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724739-1024x456.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724739-300x134.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724739-768x342.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724739.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u86cb\u767d\u8d28\u901a\u5e38\u753120\u79cd\u6c28\u57fa\u9178\u7ec4\u6210\uff0c\u4f46\u5b83\u4eec\u53ef\u4ee5\u7ec4\u5408\u6210\u65e0\u6570\u79cd\u65b9\u5f0f\u3002\u6c28\u57fa\u9178\u94fe\u4f1a\u626d\u66f2\u548c\u6298\u53e0\u6210\u4e00\u4e2a\u72ec\u7279\u7684\uff08\u6709\u65f6\u662f\u72ec\u4e00\u65e0\u4e8c\u7684\uff09\u4e09\u7ef4\u7ed3\u6784\uff0c\u6b63\u662f\u8fd9\u79cd\u7ed3\u6784\u8d4b\u4e88\u4e86\u86cb\u767d\u8d28\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u4e86\u89e3\u7ec4\u6210\u86cb\u767d\u8d28\u7684\u6c28\u57fa\u9178\u5e8f\u5217\u662f\u5bb9\u6613\u7684\uff0c\u4f46\u786e\u5b9a\u5b83\u5177\u4f53\u7684\u7a7a\u95f4\u7ed3\u6784\u5374\u76f8\u5f53\u56f0\u96be\u3002\u5728\u8fc7\u53bb\uff0c\u786e\u5b9a\u86cb\u767d\u8d28\u7ed3\u6784\u4f9d\u8d56X\u5c04\u7ebf\u884d\u5c04\u3001\u51b7\u51bb\u7535\u955c\u7b49\u5b9e\u9a8c\u65b9\u6cd5\u3002\u8fd9\u4e9b\u65b9\u6cd5\u76f8\u5f53\u8017\u65f6\uff1a\u5728\u6676\u4f53\u65f6\u4ee3\uff0c\u5f04\u6e05\u4e00\u4e2a\u6676\u4f53\u7ed3\u6784\u5f80\u5f80\u5c31\u4f1a\u6d88\u8017\u4e00\u4e2a\u535a\u58eb\u751f\u7684\u6574\u4e2a\u6c42\u5b66\u751f\u6daf\u3002\u867d\u7136\u4e5f\u6709\u65e9\u671f\u7684\u5206\u6790\u8f6f\u4ef6\u53ef\u7528\uff0c\u4f46\u5b83\u4eec\u5f80\u5f80<strong>\u4e0d\u591f\u51c6\u786e\uff0c\u53c2\u8003\u4ef7\u503c\u6709\u9650<\/strong>\u3002<\/p>\n\n\n\n<p>\u800c<strong>AlphaFold\u7684\u8fc7\u4eba\u4e4b\u5904\u5c31\u5728\u4e8e\u5b83\u4e0d\u4ec5\u975e\u5e38\u5feb\uff0c\u800c\u4e14\u76f8\u5f53\u51c6\u786e\uff0c\u56e0\u6b64\u5927\u5927\u63d0\u9ad8\u4e86\u86cb\u767d\u8d28\u7814\u7a76\u7684\u6548\u7387<\/strong>\u3002<\/p>\n\n\n\n<p>\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u7684\u91cc\u7a0b\u7891\u5f0f\u4e8b\u4ef6\u662f\u57282020\u5e74\u7684<strong>CASP14<\/strong>\u4e0a\uff0c<strong>AlphaFold2\u9884\u6d4b\u86cb\u767d\u8d28\u7684\u5206\u8fa8\u7387\u8fbe\u5230\u4e86\u8fd1\u539f\u5b50\u7ea7\u522b<\/strong>\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u4e9b\u7ed3\u6784\u5728\u7ec6\u8282\u4e0a\u662f\u201c\u5bf9\u201d\u7684\u2014\u2014\u4e5f\u5c31\u662f\u8bf4\uff0c<strong>\u5728\u836f\u7269\u7b5b\u9009\u7b49\u7814\u7a76\u573a\u5408\uff0cAI\u7684\u9884\u6d4b\u7ed3\u679c\u53d8\u5f97\u5f88\u6709\u7528<\/strong>\u3002<\/p>\n\n\n\n<p>\u5728\u901f\u5ea6\u4e0a\uff0cAlphaFold2\u4e5f\u8fdc\u8fdc\u7529\u5f00\u4e86\u5b9e\u9a8c\u624b\u6bb5\uff1a<strong>\u6d88\u8017\u4e00\u4e2a\u535a\u58eb\u751f\u51e0\u4e2a\u6708\u751a\u81f3\u51e0\u5e74\u7684\u65f6\u95f4\u624d\u80fd\u5f97\u5230\u7684\u7ed3\u6784<\/strong>\uff0c\u4e00\u5f20GPU\u82b1\u534a\u4e2a\u5c0f\u65f6\u5c31\u53ef\u4ee5\u5f97\u5230\u4e00\u4e2a\u8fd1\u4f3c\u7684\uff0c\u8fd9\u5728\u4e4b\u524d\u662f\u65e0\u6cd5\u60f3\u8c61\u7684\u3002\u6b63\u662f\u4f9d\u9760\u8fd9\u6837\u7684\u6548\u7387\uff0cAlphaFold\u5728\u5f88\u77ed\u7684\u65f6\u95f4\u5185\u5c31\u9884\u6d4b\u4e86\u516d\u4e03\u4ebf\u4e2a\u86cb\u767d\u8d28\u7ed3\u6784\u3002<\/p>\n\n\n\n<p>\u4ece2018\u5e74\u76841\u4ee3\u52302024\u5e74\u76843\u4ee3\uff0cAlphaFold\u7ecf\u5386\u4e86\u5de8\u5927\u7684\u5347\u7ea7\u6539\u8fdb\u3002\u4ece\u91c7\u7528\u7ecf\u5178\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u7684\u521d\u59cb\u6a21\u578b\uff0c\u5230\u5f15\u5165\u80fd\u529b\u66f4\u5f3a\u7684Transformer\u67b6\u6784\u3001\u9884\u6d4b\u51c6\u786e\u7387\u53f2\u65e0\u524d\u4f8b\u76842\u4ee3\u6a21\u578b\uff0c\u518d\u5230<strong>\u80fd\u591f\u9884\u6d4b\u201c\u51e0\u4e4e\u6240\u6709\u5206\u5b50\u7c7b\u578b\u201d\u7684\u86cb\u767d\u8d28\u590d\u5408\u7269\u7ed3\u6784\u76843\u4ee3\u6a21\u578b<\/strong>\uff0c\u80fd\u529b\u4e0d\u65ad\u98de\u8dc3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"475\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724740-1024x475.png\" alt=\"\" class=\"wp-image-1987\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724740-1024x475.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724740-300x139.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724740-768x356.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724740.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6234\u5bc6\u65af\u00b7\u54c8\u8428\u6bd4\u65af\u4e0e\u7ea6\u7ff0\u00b7\u6731\u9ed8\u5e15\u4f7f\u7528\u4ed6\u4eecAI\u6a21\u578bAlphaFold2\uff0c\u8ba1\u7b97\u4e86\u6240\u6709\u4eba\u7c7b\u86cb\u767d\u8d28\u7684\u7ed3\u6784\uff0c\u5e76\u9884\u6d4b\u4e86\u76ee\u524d\u5df2\u77e5\u7684\u5730\u7403\u751f\u7269\u51712\u4ebf\u79cd\u86cb\u767d\u8d28\u7684\u7ed3\u6784\u3002Google DeepMind\u516c\u5f00\u4e86AlphaFold2 \u7684\u4ee3\u7801\uff0c\u52302024\u5e7410\u6708\uff0c190\u4e2a\u56fd\u5bb6\u7684200\u591a\u4e07\u4eba\u4f7f\u7528\u4e86 AlphaFold2\u3002\u56fe\u7247\u4e2d\u4e3aAlphaFold2\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u7684\u4f8b\u5b50\u3002<\/p>\n\n\n\n<p>\u5927\u7ea6\u534a\u4e2a\u4e16\u7eaa\u4ee5\u524d\uff0c\u6709\u4f4d\u540d\u53eb\u514b\u91cc\u65af\u8482\u5b89\u00b7\u5b89\u82ac\u68ee\u7684\u79d1\u5b66\u5bb6\uff0c\u4ed6\u5728\u7814\u7a76RNA\u9176\u7684\u65f6\u5019\u53d1\u73b0\uff1a\u5bf9\u4e00\u4e9b\u86cb\u767d\u8d28\u6765\u8bf4\uff0c\u53ea\u8981\u73af\u5883\u4e0d\u53d8\uff0c\u5b83\u7684\u5929\u7136\u7ed3\u6784\u4fbf\u53ea\u7531\u6c28\u57fa\u9178\u5e8f\u5217\u51b3\u5b9a\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c<strong>\u7ed9\u5b9a\u4e00\u4e2a\u6c28\u57fa\u9178\u5e8f\u5217\uff0c\u7406\u8bba\u4e0a\u5c31\u53ef\u4ee5\u9884\u6d4b\u51fa\u86cb\u767d\u8d28\u7684\u4e09\u7ef4\u7ed3\u6784<\/strong>\u3002<\/p>\n\n\n\n<p>\u540e\u6765\u7684\u51e0\u5341\u5e74\u95f4\uff0c\u79d1\u5b66\u5bb6\u4eec\u5728\u9884\u6d4b\u86cb\u767d\u7ed3\u6784\u7684\u8def\u4e0a\u8270\u96be\u5730\u524d\u884c\uff0c\u5e0c\u671b\u6709\u671d\u4e00\u65e5\u80fd\u628a\u201c\u7406\u8bba\u4e0a\u201d\u8fd9\u51e0\u4e2a\u5b57\u53bb\u6389\u3002<\/p>\n\n\n\n<p>\u800c\u73b0\u5728\uff0c<strong>Alphafold\u7684\u51fa\u73b0\u5df2\u7ecf\u8ba9\u8fd9\u4e2a\u68a6\u60f3\u57fa\u672c\u6210\u771f<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Rosetta\uff1a\u5236\u9020\u5168\u65b0\u7684\u86cb\u767d\u8d28<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u4e0e\u4e24\u4f4d\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u5206\u4eab\u8bfa\u5956\u7684\u662f<strong>\u751f\u7269\u5316\u5b66\u5bb6\u5927\u536b\u00b7\u8d1d\u514b\uff08David Baker\uff09<\/strong>\uff0c\u4ed6\u7684\u7814\u7a76\u6210\u679c\u662f<strong>\u5229\u7528\u8ba1\u7b97\u673a\u8f6f\u4ef6\u4ece\u5934\u5f00\u59cb\u8bbe\u8ba1\u5168\u65b0\u7684\u86cb\u767d\u8d28<\/strong>\u3002<\/p>\n\n\n\n<p>\u8fd9\u6b63\u662f<strong>\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u7684\u53cd\u5411\u64cd\u4f5c<\/strong>\uff1a\u8fd9\u4e00\u6b21\uff0c<strong>\u4eba\u4eec\u8f93\u5165\u7684\u662f\u86cb\u767d\u8d28\u7a7a\u95f4\u7ed3\u6784\u7684\u201c\u8bbe\u8ba1\u56fe\u7eb8\u201d\uff0c\u8ba1\u7b97\u673a\u4f1a\u6839\u636e\u56fe\u7eb8\u53cd\u63a8\u51fa\u5bf9\u5e94\u7684\u6c28\u57fa\u9178\u5e8f\u5217<\/strong>\u3002\u53ea\u8981\u6309\u7167\u8fd9\u4e2a\u6c28\u57fa\u9178\u5e8f\u5217\u8fdb\u884c\u5408\u6210\uff0c\u5c31\u53ef\u4ee5\u5f97\u5230\u4eba\u4eec\u60f3\u8981\u7684\u3001\u5177\u6709\u7279\u5b9a\u529f\u80fd\u7684\u65b0\u86cb\u767d\u8d28\u3002<\/p>\n\n\n\n<p>\u5728\u8fc7\u53bb\uff0c\u79d1\u5b66\u5bb6\u6ca1\u6709\u529e\u6cd5\u5b8c\u5168\u51ed\u7a7a\u8bbe\u8ba1\u4e00\u79cd\u65b0\u86cb\u767d\u8d28\uff0c\u4ed6\u4eec\u53ea\u80fd\u4f9d\u9760\u81ea\u7136\u754c\u5df2\u7ecf\u5b58\u5728\u7684\u86cb\u767d\u8d28\uff0c\u7136\u540e\u5bf9\u5b83\u4eec\u7684\u7ed3\u6784\u52a0\u4ee5\u6539\u9020\u3002\u5c31\u50cf\u662f\u901a\u8fc7\u6539\u88c5\u9e1f\u6765\u8bbe\u8ba1\u98de\u673a\u4e00\u6837\uff0c\u8fd9\u79cd\u6539\u9020\u7684\u65b9\u6cd5\u6709\u5f88\u5927\u7684\u5c40\u9650\u6027\u800c\u4e14\u6548\u7387\u4f4e\u4e0b\u3002<\/p>\n\n\n\n<p>\u800c\u8d1d\u514b\u548c\u4ed6\u5f00\u53d1\u7684\u86cb\u767d\u8d28\u5206\u6790\u8f6f\u4ef6Rosetta\u5f7b\u5e95\u6539\u53d8\u4e86\u8fd9\u79cd\u5c40\u9762\uff0c\u8ba9<strong>\u4ece\u5934\u5f00\u59cb\u8f7b\u677e\u8bbe\u8ba1\u86cb\u767d\u8d28\u53d8\u6210\u53ef\u80fd<\/strong>\u30022003\u5e74\u65f6\uff0c\u4ed6\u9996\u6b21\u5229\u7528\u8f6f\u4ef6\u6210\u529f\u521b\u9020\u51fa\u4e86\u4e00\u4e2a\u4e0e\u5929\u7136\u86cb\u767d\u8d28\u622a\u7136\u4e0d\u540c\u7684\u65b0\u86cb\u767d\u8d28\uff1aTop7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"876\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724741-1024x876.png\" alt=\"\" class=\"wp-image-1988\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724741-1024x876.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724741-300x257.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724741-768x657.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724741.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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class=\"wp-block-heading\"><strong>\u8fd9\u4e9b\u7814\u7a76\u5982\u4f55\u5f71\u54cd\u6211\u4eec\uff1f<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u5206\u6790\u86cb\u767d\u8d28\u7ed3\u6784\u548c\u8bbe\u8ba1\u5168\u65b0\u7684\u86cb\u767d\u8d28\u5728\u5f88\u591a\u9886\u57df\u90fd\u6709\u7740\u91cd\u8981\u7684\u5e94\u7528\u4ef7\u503c\uff0c\u4ece\u8fd9\u4e9b\u7814\u7a76\u5de5\u5177\u4e2d\u4ea7\u751f\u7684\u65b0\u6210\u679c\u53ef\u80fd\u4e5f\u4f1a\u6539\u53d8\u6211\u4eec\u7684\u751f\u6d3b\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u8bf4\uff0c\u8fd9\u4e9b\u5206\u6790\u8f6f\u4ef6\u5728\u533b\u836f\u9886\u57df\u5c31\u6709\u5f88\u591a\u5e94\u7528\u3002\u5f88\u591a\u836f\u7269\u7684\u4f5c\u7528\u9776\u70b9\u90fd\u662f\u4eba\u4f53\u5185\u7684\u86cb\u767d\u8d28\uff0c\u5206\u6790\u4e86\u8fd9\u4e9b\u86cb\u767d\u8d28\u7684\u7a7a\u95f4\u7ed3\u6784\uff0c\u5c31<strong>\u53ef\u4ee5\u9ad8\u6548\u5730\u7b5b\u9009\u80fd\u4e0e\u5b83\u7ed3\u5408\u7684\u5206\u5b50\uff0c\u8fdb\u800c\u4ece\u4e2d\u627e\u51fa\u5177\u6709\u6f5c\u529b\u7684\u65b0\u836f<\/strong>\u3002\u800c\u4e86\u89e3\u4e86\u7a7a\u95f4\u7ed3\u6784\u7279\u5f81\uff0c\u4e5f\u53ef\u4ee5\u8bbe\u8ba1\u51fa\u76f8\u5e94\u7684\u65b0\u578b\u86cb\u767d\u8d28\uff0c\u8ba9\u5b83\u4eec\u6210\u4e3a\u65b0\u7684<strong>\u836f\u7269\u3001\u75ab\u82d7\u6216\u662f\u8f7d\u4f53<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"676\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724742-1024x676.png\" alt=\"\" class=\"wp-image-1989\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724742-1024x676.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724742-300x198.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724742-768x507.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724742.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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