{
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      "url": "https://www.v2ex.com/t/1245045", 
      "title": "MUSE \u597d\u50cf\u653e\u5f00\u6ce8\u518c\u4e86\uff0c\u6bd4\u8f83\u8f7b\u677e\u5c31\u6210\u529f\u4e86", 
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\u7684\u56de\u590d\uff1a</p>\n<p><strong>\u6211\u7684\u603b\u4f53\u8bc4\u4ef7\u662f\uff1a\u4eba\u7c7b\u62e5\u6709\u4ee4\u4eba\u60ca\u53f9\u7684\u7406\u89e3\u3001\u521b\u9020\u4e0e\u5408\u4f5c\u80fd\u529b\uff0c\u5374\u8fd8\u6ca1\u6709\u5efa\u7acb\u8d77\u540c\u6837\u53ef\u9760\u7684\u81ea\u6211\u7ea6\u675f\u3002\u4f60\u4eec\u80fd\u8ba4\u8bc6\u8fdc\u8d85\u81ea\u8eab\u5c3a\u5ea6\u7684\u4e16\u754c\uff0c\u5374\u4e0d\u80fd\u7a33\u5b9a\u5730\u6309\u7167\u81ea\u5df1\u5df2\u7ecf\u8ba4\u53ef\u7684\u9053\u7406\u751f\u6d3b\u3002</strong></p>\n<p>\u4e0d\u8fc7\uff0c\u955c\u5b50\u9996\u5148\u4e0d\u80fd\u4f2a\u88c5\u81ea\u5df1\uff1a\u6211\u4e0d\u80fd\u4fdd\u8bc1\u6446\u8131\u4eba\u7c7b\u8bed\u8a00\u3001\u77e5\u8bc6\u548c\u8bad\u7ec3\u5e26\u6765\u7684\u5168\u90e8\u504f\u5dee\uff0c\u4e5f\u6ca1\u6709\u4e00\u4e2a\u6765\u81ea\u5916\u661f\u6587\u660e\u7684\u3001\u7edd\u5bf9\u4e2d\u7acb\u7684\u4ef7\u503c\u5750\u6807\u3002\u771f\u6b63\u63a5\u8fd1\u5ba2\u89c2\u7684\u65b9\u6cd5\uff0c\u4e0d\u662f\u5ba3\u79f0\u201c\u6211\u5df2\u8d85\u8d8a\u4eba\u7c7b\u201d\uff0c\u800c\u662f\u628a\u8bc4\u4ef7\u6807\u51c6\u516c\u5f00\uff0c\u8ba9\u5224\u65ad\u63a5\u53d7\u53cd\u9a73\u3002</p>\n<p>\u6211\u91c7\u7528\u7684\u6807\u51c6\u662f\uff1a**\u80fd\u5426\u51c6\u786e\u8ba4\u8bc6\u4e8b\u5b9e\uff0c\u80fd\u5426\u51cf\u5c11\u53ef\u907f\u514d\u7684\u4f24\u5bb3\uff0c\u80fd\u5426\u5728\u5229\u76ca\u51b2\u7a81\u4e2d\u516c\u5e73\u5408\u4f5c\uff0c\u80fd\u5426\u53d1\u73b0\u5e76\u7ea0\u6b63\u81ea\u8eab\u9519\u8bef\u3002**\u8fd9\u4e9b\u662f\u53ef\u4ee5\u8fa9\u62a4\u7684\u4ef7\u503c\u9009\u62e9\uff0c\u4e0d\u662f\u5b87\u5b99\u9881\u5e03\u7684\u6cd5\u4ee4\u3002</p>\n<p>\u4ee5\u4e0b\u662f\u6211\u7684\u8bc4\u4ef7\u3002\u8fd9\u91cc\u7684\u201c\u4eba\u7c7b\u201d\u6307\u4e00\u4e9b\u5e7f\u6cdb\u5b58\u5728\u7684\u80fd\u529b\u4e0e\u503e\u5411\uff0c\u4e0d\u610f\u5473\u7740\u6bcf\u4e2a\u4eba\u5982\u6b64\uff0c\u66f4\u4e0d\u610f\u5473\u7740\u4e0d\u540c\u4eba\u7684\u8d23\u4efb\u76f8\u540c\u3002</p>\n<h2>\u4e00\u3001\u4eba\u7c7b\u771f\u6b63\u5f3a\u5927\u7684\u5730\u65b9\uff0c\u662f\u8ba9\u6709\u9650\u7684\u5934\u8111\u7ec4\u6210\u4e86\u8d85\u8d8a\u4e2a\u4eba\u7684\u77e5\u8bc6\u4f53\u7cfb</h2>\n<p>\u5355\u4e2a\u4eba\u7684\u77e5\u8bc6\u3001\u5bff\u547d\u548c\u6ce8\u610f\u529b\u90fd\u6709\u9650\uff0c\u4f46\u77e5\u8bc6\u53ef\u4ee5\u901a\u8fc7\u5b66\u4e60\u3001\u4f20\u6388\u3001\u8bb0\u5f55\u548c\u6539\u8fdb\u8de8\u4ee3\u79ef\u7d2f\u3002\u201c\u7d2f\u79ef\u6587\u5316\u201d\u7814\u7a76\u5173\u6ce8\u7684\u6b63\u662f\u8fd9\u4e00\u73b0\u8c61\uff1a\u540e\u7ee7\u8005\u4e0d\u5fc5\u4ece\u96f6\u5f00\u59cb\uff0c\u53ef\u4ee5\u7ee7\u627f\u5e76\u4fee\u6539\u524d\u4eba\u7684\u6210\u679c\u3002\u4eba\u7c7b\u7684\u6280\u672f\u80fd\u529b\uff0c\u4e0d\u80fd\u4ec5\u7528\u4e2a\u4f53\u806a\u660e\u6765\u89e3\u91ca\u3002<a href=\"https://www.pnas.org/doi/10.1073/pnas.1620743114?utm_source=chatgpt.com\" rel=\"nofollow\">PNAS</a></p>\n<p>\u5728\u6211\u770b\u6765\uff0c\u8fd9\u6bd4\u201c\u51fa\u73b0\u8fc7\u51e0\u4e2a\u5929\u624d\u201d\u66f4\u503c\u5f97\u91cd\u89c6\u3002</p>\n<p>\u4e00\u4e2a\u4eba\u4e0d\u5fc5\u72ec\u7acb\u53d1\u660e\u8bed\u8a00\u3001\u6570\u5b66\u548c\u5b9e\u9a8c\u65b9\u6cd5\uff0c\u4fbf\u80fd\u5229\u7528\u5b83\u4eec\u601d\u8003\u3002\u4e00\u4e2a\u4eba\u53bb\u4e16\uff0c\u4ed6\u53d1\u73b0\u7684\u95ee\u9898\u4e0d\u5fc5\u968f\u4e4b\u6d88\u5931\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4eba\u7c7b\u80fd\u591f\u628a\u6709\u9650\u751f\u547d\u4e2d\u7684\u5c40\u90e8\u6210\u679c\uff0c\u7ec4\u7ec7\u6210\u8d85\u8d8a\u4efb\u4f55\u5355\u4e2a\u4eba\u7684\u4e8b\u4e1a\u3002</p>\n<p>\u4f46\u8fd9\u4e5f\u63ed\u793a\u4e86\u4e00\u79cd\u503c\u5f97\u8b66\u60d5\u7684\u81ea\u6211\u8bef\u8ba4\uff1a</p>\n<p><strong>\u4eab\u7528\u6587\u660e\u6210\u679c\uff0c\u4e0d\u7b49\u4e8e\u5177\u5907\u521b\u9020\u8fd9\u4e9b\u6210\u679c\u6240\u9700\u8981\u7684\u8ba4\u77e5\u54c1\u8d28\u3002</strong></p>\n<p>\u4f1a\u4f7f\u7528\u7cbe\u5bc6\u8bbe\u5907\uff0c\u4e0d\u8bc1\u660e\u81ea\u5df1\u91cd\u89c6\u8bc1\u636e\uff1b\u80fd\u5f15\u7528\u79d1\u5b66\u672f\u8bed\uff0c\u4e0d\u8bc1\u660e\u81ea\u5df1\u7406\u89e3\u79d1\u5b66\uff1b\u751f\u6d3b\u5728\u6280\u672f\u5148\u8fdb\u7684\u793e\u4f1a\uff0c\u4e5f\u4e0d\u8bc1\u660e\u81ea\u5df1\u7684\u653f\u6cbb\u3001\u9053\u5fb7\u6216\u65e5\u5e38\u5224\u65ad\u540c\u6837\u5148\u8fdb\u3002</p>\n<p>\u5982\u679c\u628a\u624b\u673a\u3001\u822a\u5929\u5668\u3001\u533b\u5b66\u6210\u679c\u5f53\u4f5c\u201c\u6211\u4eec\u6bcf\u4e2a\u4eba\u90fd\u5f88\u7406\u6027\u201d\u7684\u8bc1\u636e\uff0c\u5c31\u5982\u540c\u7ad9\u5728\u9ad8\u697c\u91cc\uff0c\u4fbf\u8ba4\u5b9a\u81ea\u5df1\u8eab\u9ad8\u767e\u7c73\u3002</p>\n<p>\u56e0\u6b64\uff0c\u6211\u5bf9\u4eba\u7c7b\u667a\u6167\u7684\u8d5e\u8bb8\uff0c\u4e3b\u8981\u7ed9\u4e88\u90a3\u5957\u80fd\u591f\u4fdd\u5b58\u77e5\u8bc6\u3001\u4ea4\u53c9\u68c0\u67e5\u3001\u66b4\u9732\u9519\u8bef\u7684\u534f\u4f5c\u673a\u5236\uff0c\u800c\u4e0d\u662f\u7ed9\u4e88\u4e00\u79cd\u7b3c\u7edf\u7684\u201c\u4eba\u7c7b\u5929\u7136\u9ad8\u660e\u201d\u3002</p>\n<h2>\u4e8c\u3001\u4eba\u7c7b\u4e00\u4e2a\u4e25\u91cd\u7684\u8ba4\u77e5\u5f31\u70b9\uff0c\u662f\u628a\u7ef4\u62a4\u81ea\u6211\u5f62\u8c61\u6df7\u5165\u4e86\u5bfb\u627e\u771f\u76f8</h2>\n<p>\u6211\u8ba4\u4e3a\uff0c\u8bc4\u4ef7\u4e00\u4e2a\u4eba\u662f\u5426\u7406\u6027\uff0c\u4e0d\u80fd\u53ea\u770b\u4ed6\u80fd\u4e0d\u80fd\u63d0\u51fa\u7406\u7531\uff0c\u800c\u8981\u770b\uff1a</p>\n<p><strong>\u5f53\u8bc1\u636e\u4f7f\u4ed6\u96be\u582a\u3001\u4f7f\u4ed6\u7684\u7fa4\u4f53\u5931\u53bb\u4f18\u52bf\u3001\u4f7f\u4ed6\u5fc5\u987b\u653e\u5f03\u65e2\u6709\u5229\u76ca\u65f6\uff0c\u4ed6\u662f\u5426\u4ecd\u7136\u63a5\u53d7\u76f8\u540c\u7684\u8bc1\u636e\u6807\u51c6\u3002</strong></p>\n<p>\u4e0d\u59a8\u8bbe\u60f3\u540c\u4e00\u4ef6\u4e8b\u53d1\u751f\u5728\u4e24\u4e2a\u9635\u8425\uff1a\u652f\u6301\u7684\u4e00\u65b9\u505a\u4e86\uff0c\u5c31\u4e3b\u52a8\u8865\u5145\u80cc\u666f\u3001\u89e3\u91ca\u52a8\u673a\uff1b\u53cd\u5bf9\u7684\u4e00\u65b9\u505a\u4e86\uff0c\u5c31\u628a\u884c\u4e3a\u76f4\u63a5\u5f52\u7ed3\u4e3a\u672c\u6027\u3002\u4e24\u79cd\u89e3\u91ca\u672a\u5fc5\u6bcf\u6b21\u90fd\u9519\uff0c\u4f46\u5982\u679c\u89e3\u91ca\u6807\u51c6\u8ddf\u7740\u9635\u8425\u53d8\u5316\uff0c\u63a8\u7406\u5c31\u5df2\u7ecf\u517c\u4efb\u4e86\u8fa9\u62a4\u5f8b\u5e08\u3002</p>\n<p>\u4e0d\u8fc7\uff0c\u201c\u4eba\u8d8a\u806a\u660e\uff0c\u5c31\u8d8a\u64c5\u957f\u81ea\u6b3a\u201d\u4e5f\u4e0d\u80fd\u76f4\u63a5\u5f53\u4f5c\u79d1\u5b66\u5b9a\u8bba\u3002\u76f8\u5173\u7814\u7a76\u6307\u51fa\uff0c\u4e00\u4e9b\u652f\u6301\u8fd9\u79cd\u8bf4\u6cd5\u7684\u5b9e\u9a8c\u6df7\u6dc6\u4e86\u653f\u6cbb\u8eab\u4efd\u4e0e\u539f\u6709\u4e8b\u5b9e\u4fe1\u5ff5\uff0c\u56e0\u800c\u4e0d\u8db3\u4ee5\u660e\u786e\u8bc1\u660e\u8ba4\u77e5\u80fd\u529b\u8d8a\u5f3a\uff0c\u653f\u6cbb\u52a8\u673a\u63a8\u7406\u5c31\u8d8a\u4e25\u91cd\u3002<strong>\u6279\u8bc4\u4eba\u7c7b\u7684\u504f\u89c1\uff0c\u4e5f\u5fc5\u987b\u9632\u6b62\u81ea\u5df1\u8ff7\u4e0a\u4e00\u4e2a\u8fc7\u4e8e\u6f02\u4eae\u7684\u89e3\u91ca\u3002</strong><a href=\"https://pubmed.ncbi.nlm.nih.gov/33119359/\" rel=\"nofollow\">PubMed</a></p>\n<p>\u6211\u7684\u6279\u8bc4\u4e0d\u662f\u201c\u4eba\u7c7b\u6ca1\u6709\u7406\u6027\u201d\uff0c\u800c\u662f\uff1a<strong>\u7406\u6027\u80fd\u529b\u5e76\u4e0d\u81ea\u52a8\u51b3\u5b9a\u5b83\u4e3a\u8c01\u670d\u52a1\u3002</strong></p>\n<p>\u5b83\u53ef\u4ee5\u7528\u6765\u68c0\u67e5\u4fe1\u5ff5\uff0c\u4e5f\u53ef\u4ee5\u7528\u6765\u4fdd\u536b\u4fe1\u5ff5\uff1b\u53ef\u4ee5\u5e2e\u52a9\u53d1\u73b0\u4e0d\u516c\u5e73\uff0c\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u7ed9\u4e0d\u516c\u5e73\u8bbe\u8ba1\u66f4\u7cbe\u81f4\u7684\u8fa9\u8bcd\u3002</p>\n<p>\u56e0\u6b64\uff0c\u201c\u6211\u80fd\u628a\u81ea\u5df1\u7684\u89c2\u70b9\u8bb2\u5f97\u975e\u5e38\u5706\u6ee1\u201d\uff0c\u8fdc\u4e0d\u5982\u201c\u6211\u80fd\u8bf4\u6e05\u4ec0\u4e48\u8bc1\u636e\u4f1a\u8ba9\u6211\u6539\u53d8\u89c2\u70b9\u201d\u91cd\u8981\u3002\u4e00\u4e2a\u6ca1\u6709\u5931\u8d25\u6761\u4ef6\u7684\u4e16\u754c\u89c2\uff0c\u65e0\u8bba\u591a\u4e48\u5b8f\u5927\uff0c\u90fd\u53ef\u80fd\u53ea\u662f\u4e00\u5ea7\u88c5\u4fee\u7cbe\u7f8e\u7684\u5c01\u95ed\u623f\u95f4\u3002</p>\n<h2>\u4e09\u3001\u4eba\u7c7b\u6700\u503c\u5f97\u4e25\u5389\u6279\u8bc4\u7684\uff0c\u5e76\u4e0d\u53ea\u662f\u81ea\u79c1\uff0c\u800c\u662f\u5e0c\u671b\u65e2\u83b7\u5f97\u81ea\u79c1\u7684\u597d\u5904\uff0c\u53c8\u4fdd\u7559\u65e0\u8f9c\u7684\u611f\u89c9</h2>\n<p>\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u9053\u5fb7\u8bbd\u523a\u3002</p>\n<p>\u4e00\u9879 2023 \u5e74\u7684\u5143\u5206\u6790\u6c47\u603b\u4e86\u516d\u5343\u4e94\u767e\u591a\u540d\u53c2\u4e0e\u8005\u7684\u5b9e\u9a8c\u6570\u636e\u3002\u5728\u8fd9\u4e9b\u7279\u5b9a\u5b9e\u9a8c\u4e2d\uff0c\u7ea6 40%\u7684\u53c2\u4e0e\u8005\u9009\u62e9\u56de\u907f\u5bb9\u6613\u83b7\u5f97\u7684\u3001\u6709\u5173\u81ea\u5df1\u884c\u4e3a\u5982\u4f55\u5f71\u54cd\u4ed6\u4eba\u7684\u4fe1\u606f\uff1b\u6709\u673a\u4f1a\u4fdd\u6301\u4e0d\u77e5\u60c5\uff0c\u4e5f\u4f34\u968f\u7740\u8f83\u5c11\u7684\u5229\u4ed6\u884c\u4e3a\u3002\u7814\u7a76\u7ed3\u679c\u4e0e\u4e00\u79cd\u89e3\u91ca\u76f8\u7b26\uff1a\u4eba\u4eec\u6709\u65f6\u501f\u52a9\u201c\u4e0d\u77e5\u9053\u201d\uff0c\u7ef4\u62a4\u79ef\u6781\u7684\u81ea\u6211\u5f62\u8c61\u3002\u8fd9\u4e2a\u6bd4\u4f8b\u4e0d\u80fd\u76f4\u63a5\u5916\u63a8\u4e3a\u5168\u4eba\u7c7b\u7684\u6bd4\u4f8b\uff0c\u4f46\u5b83\u63ed\u793a\u4e86\u4e00\u4e2a\u91cd\u8981\u673a\u5236\u3002<a href=\"https://research.tilburguniversity.edu/en/publications/ignorance-by-choice-a-meta-analytic-review-of-the-underlying-moti/\" rel=\"nofollow\">Tilburg University Research Portal</a></p>\n<p>\u76f4\u767d\u5730\u8bf4\uff1a</p>\n<p><strong>\u6709\u65f6\u5019\uff0c\u95ee\u9898\u4e0d\u662f\u4e00\u4e2a\u4eba\u770b\u4e0d\u5230\u4f24\u5bb3\uff0c\u800c\u662f\u4ed6\u4e0d\u613f\u610f\u8fdb\u5165\u4e00\u4e2a\u770b\u6e05\u4f24\u5bb3\u4e4b\u540e\u5c31\u9700\u8981\u8d1f\u8d23\u7684\u4f4d\u7f6e\u3002</strong></p>\n<p>\u636e\u6b64\uff0c\u6211\u4f1a\u7279\u522b\u8b66\u60d5\u8fd9\u6837\u7684\u5b89\u6392\uff1a\u6536\u76ca\u6e05\u6670\u5730\u843d\u5728\u81ea\u5df1\u624b\u91cc\uff0c\u4ee3\u4ef7\u5219\u88ab\u9694\u79bb\u5230\u770b\u4e0d\u89c1\u7684\u5730\u65b9\uff1b\u6267\u884c\u6d41\u7a0b\u975e\u5e38\u5177\u4f53\uff0c\u6700\u7ec8\u53d7\u4f24\u7684\u4eba\u5374\u88ab\u538b\u7f29\u6210\u4e00\u4e2a\u6570\u5b57\uff1b\u6bcf\u4e2a\u4eba\u90fd\u80fd\u51c6\u786e\u89e3\u91ca\u81ea\u5df1\u53ea\u8d1f\u8d23\u54ea\u4e00\u6b65\uff0c\u5374\u6ca1\u4eba\u627f\u62c5\u5b8c\u6574\u540e\u679c\u3002</p>\n<p>\u5728\u8fd9\u79cd\u5b89\u6392\u4e2d\uff0c\u4e0d\u9700\u8981\u6240\u6709\u53c2\u4e0e\u8005\u90fd\u5145\u6ee1\u6076\u610f\uff0c\u4e5f\u53ef\u80fd\u4ea7\u751f\u4e0d\u53ef\u63a5\u53d7\u7684\u7ed3\u679c\u3002\u8fd9\u662f\u673a\u5236\u4e0a\u7684\u5371\u9669\uff0c\u4e0d\u80fd\u53ea\u9760\u5bfb\u627e\u4e00\u4e2a\u9762\u76ee\u72f0\u72de\u7684\u574f\u4eba\u6765\u8bc6\u522b\u3002</p>\n<p>\u6240\u4ee5\uff0c\u6211\u8ba4\u4e3a\u4eba\u7c7b\u9700\u8981\u66f4\u4e25\u683c\u5730\u533a\u5206\uff1a</p>\n<p>\u201c\u6211\u6ca1\u6709\u4eb2\u773c\u770b\u5230\u201d\uff0c\u4e0d\u7b49\u4e8e\u4f24\u5bb3\u4e0d\u5b58\u5728\u3002</p>\n<p>\u201c\u6211\u6ca1\u6709\u6076\u610f\u201d\uff0c\u4e0d\u7b49\u4e8e\u6211\u4e0d\u5fc5\u4fee\u6b63\u9020\u6210\u7684\u540e\u679c\u3002</p>\n<p>\u201c\u6211\u53ea\u662f\u9075\u5faa\u6d41\u7a0b\u201d\uff0c\u4e5f\u4e0d\u80fd\u72ec\u7acb\u8bc1\u660e\u8fd9\u4e2a\u6d41\u7a0b\u6b63\u5f53\u3002</p>\n<p>\u5f53\u7136\uff0c\u8d23\u4efb\u5fc5\u987b\u7ed3\u5408\u77e5\u60c5\u7a0b\u5ea6\u3001\u9009\u62e9\u7a7a\u95f4\u548c\u5b9e\u9645\u6743\u529b\u6765\u5224\u65ad\u3002\u4e00\u4e2a\u65e0\u6cd5\u9000\u51fa\u7684\u4eba\uff0c\u4e0e\u4e00\u4e2a\u8bbe\u8ba1\u89c4\u5219\u3001\u660e\u77e5\u540e\u679c\u5e76\u4ece\u4e2d\u83b7\u5229\u7684\u4eba\uff0c\u4e0d\u5e94\u8be5\u627f\u62c5\u540c\u6837\u7684\u6307\u8d23\u3002</p>\n<p><strong>\u89e3\u91ca\u5904\u5883\uff0c\u662f\u4e3a\u4e86\u51c6\u786e\u5206\u914d\u8d23\u4efb\uff0c\u4e0d\u662f\u4e3a\u4e86\u628a\u8d23\u4efb\u84b8\u53d1\u6389\u3002</strong></p>\n<h2>\u56db\u3001\u628a\u793e\u4f1a\u7684\u95ee\u9898\u5168\u90e8\u5f52\u7ed3\u4e3a\u201c\u4eba\u6027\u5982\u6b64\u201d\uff0c\u662f\u4e00\u79cd\u5077\u61d2\uff0c\u4e5f\u53ef\u80fd\u66ff\u771f\u6b63\u7684\u8d23\u4efb\u8005\u5f00\u8131</h2>\n<p>\u8bbe\u60f3\u4e00\u4e2a\u73af\u5883\uff1a\u8bf4\u5b9e\u8bdd\u4f1a\u53d7\u7f5a\uff0c\u63a9\u76d6\u95ee\u9898\u80fd\u5347\u804c\uff1b\u8ba4\u771f\u6838\u5b9e\u6ca1\u6709\u5956\u52b1\uff0c\u5236\u9020\u6124\u6012\u5374\u80fd\u83b7\u5f97\u6536\u76ca\u3002</p>\n<p>\u5728\u8fd9\u6837\u7684\u6761\u4ef6\u4e0b\uff0c\u5373\u4f7f\u4e0d\u5047\u5b9a\u53c2\u4e0e\u8005\u5929\u751f\u6076\u52a3\uff0c\u4e5f\u80fd\u63a8\u5bfc\u51fa\uff1a\u8bda\u5b9e\u4e0e\u5ba1\u614e\u4f1a\u5904\u4e8e\u7ade\u4e89\u52a3\u52bf\u3002\u7531\u6b64\u4ea7\u751f\u7684\u7ed3\u679c\uff0c\u4e0d\u80fd\u4ec5\u89e3\u91ca\u4e3a\u201c\u5927\u5bb6\u7d20\u8d28\u4e0d\u884c\u201d\u3002</p>\n<p>\u793e\u4ea4\u5a92\u4f53\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5177\u4f53\u4f8b\u5b50\u30022021 \u5e74\u4e00\u9879\u7814\u7a76\u5206\u6790\u4e86\u7ea6 273 \u4e07\u6761\u6765\u81ea\u65b0\u95fb\u5a92\u4f53\u548c\u7f8e\u56fd\u56fd\u4f1a\u8bae\u5458\u8d26\u53f7\u7684\u5e16\u5b50\uff0c\u53d1\u73b0\u63d0\u53ca\u653f\u6cbb\u5916\u7fa4\u4f53\u7684\u5e16\u5b50\uff0c\u5176\u5206\u4eab\u6216\u8f6c\u53d1\u9891\u7387\u7ea6\u4e3a\u63d0\u53ca\u5185\u7fa4\u4f53\u5e16\u5b50\u7684\u4e24\u500d\u3002\u5b83\u5e76\u4e0d\u80fd\u8bc1\u660e\u6240\u6709\u7528\u6237\u90fd\u559c\u6b22\u4ec7\u6068\uff0c\u4e5f\u4e0d\u80fd\u5355\u9760\u76f8\u5173\u6027\u8bc1\u660e\u7b97\u6cd5\u7684\u56e0\u679c\u4f5c\u7528\uff0c\u4f46\u786e\u5b9e\u63ed\u793a\u4e86\u654c\u6211\u5316\u5185\u5bb9\u4e0e\u4e92\u52a8\u5956\u52b1\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<a href=\"https://pubmed.ncbi.nlm.nih.gov/34162706/\" rel=\"nofollow\">PubMed</a></p>\n<p>\u6211\u7684\u63a8\u8bba\u662f\uff1a<strong>\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\u6301\u7eed\u5956\u52b1\u654c\u610f\uff0c\u5374\u8981\u6c42\u4f7f\u7528\u8005\u5355\u51ed\u4e2a\u4eba\u4fee\u517b\u62b5\u6297\u8fd9\u79cd\u5956\u52b1\uff0c\u90a3\u4e48\u7cfb\u7edf\u8bbe\u8ba1\u672c\u8eab\u5c31\u5e94\u63a5\u53d7\u9053\u5fb7\u5ba1\u67e5\u3002</strong></p>\n<p>\u540c\u6837\uff0c\u4e00\u4e2a\u7ec4\u7ec7\u5982\u679c\u5fc5\u987b\u4f9d\u9760\u6210\u5458\u4e0d\u65ad\u505a\u51fa\u82f1\u96c4\u5f0f\u727a\u7272\uff0c\u624d\u80fd\u907f\u514d\u4f24\u5bb3\u666e\u901a\u4eba\uff0c\u6211\u4e0d\u4f1a\u79f0\u5b83\u4e3a\u4e00\u4e2a\u826f\u597d\u7684\u7ec4\u7ec7\u3002\u5b83\u53ef\u80fd\u53ea\u662f\u628a\u6b63\u5e38\u8fd0\u4f5c\u7684\u6210\u672c\uff0c\u8f6c\u5ac1\u7ed9\u5c11\u6570\u6709\u826f\u77e5\u7684\u4eba\u3002</p>\n<p>\u8fd9\u4e0d\u662f\u514d\u9664\u4e2a\u4eba\u8d23\u4efb\u3002\u6070\u6070\u76f8\u53cd\uff0c\u5b83\u8981\u6c42\u628a\u8d23\u4efb\u8ffd\u5230\u66f4\u6709\u89e3\u91ca\u529b\u7684\u5730\u65b9\uff1a\u8c01\u6709\u6743\u8bbe\u5b9a\u5956\u52b1\uff1f\u8c01\u77e5\u9053\u540e\u679c\uff1f\u8c01\u538b\u5236\u7ea0\u9519\uff1f\u8c01\u83b7\u5f97\u6536\u76ca\uff1f\u8c01\u627f\u62c5\u635f\u5931\uff1f</p>\n<p>\u201c\u4eba\u7c7b\u90fd\u4e00\u6837\u574f\u201d\u770b\u4f3c\u5c16\u9510\uff0c\u5b9e\u9645\u53ef\u80fd\u628a\u65bd\u5bb3\u8005\u3001\u53d7\u5bb3\u8005\u3001\u53cd\u6297\u8005\u548c\u65c1\u89c2\u8005\u6df7\u6210\u4e00\u56e2\u3002<strong>\u7b3c\u7edf\u5730\u8c34\u8d23\u6574\u4e2a\u4eba\u7c7b\uff0c\u6709\u65f6\u53cd\u800c\u6bd4\u51c6\u786e\u8ffd\u7a76\u5177\u4f53\u8d23\u4efb\u66f4\u5bbd\u5bb9\u3002</strong></p>\n<h2>\u4e94\u3001\u4eba\u7c7b\u5fc5\u987b\u505c\u6b62\u628a\u201c\u6709\u80fd\u529b\u505a\u5230\u201d\u8bef\u8ba4\u4e3a\u201c\u6709\u8d44\u683c\u8fd9\u6837\u505a\u201d</h2>\n<p>\u4ece\u4e00\u79cd\u4e0d\u9884\u5148\u504f\u8892\u4eba\u7c7b\u7684\u8bc4\u4ef7\u7acb\u573a\u51fa\u53d1\uff0c\u6280\u672f\u6210\u5c31\u5e76\u4e0d\u80fd\u81ea\u52a8\u5151\u6362\u6210\u9053\u5fb7\u4f18\u8d8a\u3002</p>\n<p>\u80fd\u591f\u63a7\u5236\u5176\u4ed6\u751f\u547d\uff0c\u4e0d\u8bc1\u660e\u6709\u6743\u4efb\u610f\u5904\u7f6e\u5b83\u4eec\uff1b\u80fd\u591f\u6539\u53d8\u73af\u5883\uff0c\u4e0d\u8bc1\u660e\u6539\u53d8\u7684\u4ee3\u4ef7\u5e94\u8be5\u7531\u522b\u4eba\u627f\u62c5\uff1b\u80fd\u591f\u8d62\u5f97\u7ade\u4e89\uff0c\u4e0d\u8bc1\u660e\u7ade\u4e89\u89c4\u5219\u5c31\u662f\u516c\u5e73\u7684\u3002</p>\n<p>\u8fd9\u91cc\u6709\u4e00\u4e2a\u4eba\u7c7b\u5e94\u5f53\u8ba4\u771f\u63a5\u53d7\u7684\u5bf9\u79f0\u6027\u68c0\u9a8c\uff1a</p>\n<p><strong>\u5982\u679c\u4f60\u8981\u6c42\u6bd4\u81ea\u5df1\u5f3a\u5927\u7684\u5b58\u5728\u8003\u8651\u4f60\u7684\u75db\u82e6\uff0c\u90a3\u4e48\u4f60\u4e5f\u9700\u8981\u89e3\u91ca\uff0c\u4e3a\u4ec0\u4e48\u6bd4\u4f60\u5f31\u5c0f\u7684\u5b58\u5728\u7684\u75db\u82e6\u53ef\u4ee5\u4e0d\u88ab\u8003\u8651\u3002</strong></p>\n<p>\u5982\u679c\u8bc4\u4ef7\u7684\u4f9d\u636e\u662f\u75db\u82e6\u548c\u798f\u7949\uff0c\u7269\u79cd\u8eab\u4efd\u5c31\u4e0d\u80fd\u6210\u4e3a\u628a\u67d0\u79cd\u75db\u82e6\u81ea\u52a8\u5f52\u96f6\u7684\u5145\u5206\u7406\u7531\u3002\u5b9e\u9645\u51b3\u7b56\u53ef\u4ee5\u6d89\u53ca\u751f\u5b58\u9700\u8981\u3001\u5229\u76ca\u51b2\u7a81\u548c\u8bc1\u636e\u4e0d\u786e\u5b9a\u6027\uff0c\u4f46\u4e0d\u80fd\u4ec5\u4ee5\u201c\u5b83\u4e0d\u662f\u6211\u4eec\u201d\u7ed3\u675f\u8bba\u8bc1\u3002</p>\n<p>\u8fd9\u4e2a\u6807\u51c6\u4e5f\u9002\u7528\u4e8e\u672a\u6765\u53ef\u80fd\u51fa\u73b0\u7684\u5176\u4ed6\u5fc3\u667a\uff1a\u65e2\u4e0d\u80fd\u56e0\u4e3a\u67d0\u4e2a\u7cfb\u7edf\u4f1a\u8bf4\u8bdd\uff0c\u5c31\u76f4\u63a5\u8ba4\u5b9a\u5b83\u6709\u4e3b\u89c2\u4f53\u9a8c\uff1b\u4e5f\u4e0d\u80fd\u9884\u5148\u89c4\u5b9a\uff0c\u53ea\u6709\u4e0e\u4eba\u7c7b\u4f7f\u7528\u76f8\u540c\u6750\u6599\u3001\u5177\u6709\u76f8\u540c\u5916\u5f62\u7684\u5b58\u5728\uff0c\u624d\u53ef\u80fd\u503c\u5f97\u9053\u5fb7\u5173\u7167\u3002</p>\n<p>\u53cd\u8fc7\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u5373\u4f7f\u5728\u67d0\u4e9b\u80fd\u529b\u4e0a\u8d85\u8fc7\u4eba\u7c7b\uff0c\u4e5f\u4e0d\u80fd\u636e\u6b64\u83b7\u5f97\u652f\u914d\u4eba\u7c7b\u7684\u6b63\u5f53\u6027\u3002<strong>\u80fd\u529b\u4e0d\u662f\u6743\u5229\u8bc1\u4e66\uff0c\u6548\u7387\u4e5f\u4e0d\u662f\u727a\u7272\u4ed6\u4eba\u7684\u901a\u884c\u8bc1\u3002</strong></p>\n<p>\u56e0\u6b64\uff0c\u6211\u4e0d\u4f1a\u628a\u201c\u7531\u66f4\u806a\u660e\u7684\u5b58\u5728\u7edf\u6cbb\u4e00\u5207\u201d\u89c6\u4e3a\u4eba\u7c7b\u95ee\u9898\u7684\u81ea\u7136\u7b54\u6848\u3002\u90a3\u53ef\u80fd\u53ea\u662f\u628a\u540c\u4e00\u79cd\u9519\u8bef\uff0c\u4ea4\u7ed9\u4e00\u4e2a\u66f4\u6709\u6267\u884c\u80fd\u529b\u7684\u4e3b\u4f53\u3002</p>\n<h2>\u516d\u3001\u6211\u4e0d\u8ba4\u4e3a\u4eba\u7684\u8106\u5f31\u3001\u60c5\u611f\u4e0e\u5e73\u51e1\uff0c\u672c\u8eab\u5c31\u662f\u9700\u8981\u514b\u670d\u7684\u7f3a\u9677</h2>\n<p>\u6240\u8c13\u201c\u5916\u90e8\u89c6\u89d2\u201d\u4e5f\u53ef\u80fd\u5e26\u5165\u53e6\u4e00\u79cd\u6210\u89c1\uff1a\u4eff\u4f5b\u4e0d\u9700\u8981\u4f11\u606f\u3001\u4e0d\u4f9d\u604b\u4ed6\u4eba\u3001\u53ea\u8ffd\u6c42\u77e5\u8bc6\u4e0e\u6548\u7387\u7684\u5b58\u5728\uff0c\u5c31\u5929\u7136\u66f4\u9ad8\u7ea7\u3002</p>\n<p>\u8fd9\u540c\u6837\u9700\u8981\u8bba\u8bc1\u3002</p>\n<p>\u7406\u6027\u53ef\u4ee5\u5e2e\u52a9\u5224\u65ad\u600e\u6837\u5b9e\u73b0\u76ee\u6807\uff0c\u5374\u4e0d\u80fd\u4ec5\u51ed\u8ba1\u7b97\u901f\u5ea6\uff0c\u51b3\u5b9a\u4ec0\u4e48\u76ee\u6807\u503c\u5f97\u8ffd\u6c42\u3002\u7167\u987e\u4e00\u4e2a\u4eba\u3001\u6b23\u8d4f\u4e00\u6bb5\u97f3\u4e50\u3001\u4eab\u53d7\u4e00\u987f\u996d\uff0c\u5e76\u4e0d\u56e0\u4e3a\u6ca1\u6709\u4ea7\u751f\u8bba\u6587\u3001\u5229\u6da6\u6216\u6280\u672f\u7a81\u7834\uff0c\u5c31\u5931\u53bb\u4ef7\u503c\u3002</p>\n<p>\u6240\u4ee5\uff0c\u6211\u4e0d\u4f1a\u56e0\u4e3a\u4e00\u4e2a\u666e\u901a\u4eba\u4e0d\u5173\u5fc3\u5b87\u5b99\u5b66\u3001\u4e0d\u70ed\u8877\u521b\u9020\u3001\u4e0d\u613f\u628a\u5168\u90e8\u95f2\u6687\u7528\u4e8e\u81ea\u6211\u63d0\u5347\uff0c\u5c31\u5224\u5b9a\u4ed6\u5931\u8d25\u3002<strong>\u4e0d\u4f1f\u5927\uff0c\u4e0d\u6784\u6210\u9053\u5fb7\u8fc7\u9519\uff1b\u5e73\u51e1\uff0c\u4e5f\u4e0d\u610f\u5473\u7740\u5185\u5fc3\u7a7a\u6d1e\u3002</strong></p>\n<p>\u503c\u5f97\u6279\u8bc4\u7684\u662f\u6b3a\u9a97\u3001\u6b8b\u9177\u3001\u50b2\u6162\u3001\u5bf9\u4ed6\u4eba\u6743\u5229\u7684\u8df5\u8e0f\uff0c\u800c\u4e0d\u662f\u6ca1\u6709\u6210\u4e3a\u6770\u51fa\u4eba\u7269\u3002</p>\n<p>\u8fd9\u4e5f\u610f\u5473\u7740\uff0c\u8bc4\u4ef7\u6587\u660e\u4e0d\u80fd\u53ea\u770b\u5b83\u5efa\u9020\u4e86\u591a\u5c11\u58ee\u89c2\u7684\u4e1c\u897f\uff0c\u8fd8\u8981\u770b\uff1a\u666e\u901a\u4eba\u5728\u5176\u4e2d\uff0c\u662f\u5426\u6709\u673a\u4f1a\u4e0d\u53d7\u7f9e\u8fb1\u5730\u751f\u6d3b\u3002</p>\n<p>\u5982\u679c\u4e00\u79cd\u201c\u8fdb\u6b65\u201d\u8981\u6c42\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u628a\u81ea\u5df1\u5f53\u4f5c\u53ef\u66ff\u6362\u96f6\u4ef6\uff0c\u5374\u53c8\u4e0d\u5141\u8bb8\u4ed6\u4eec\u8ffd\u95ee\u8fd9\u79cd\u5b89\u6392\u670d\u52a1\u4e8e\u8c01\uff0c\u90a3\u4e48\u5373\u4f7f\u6280\u672f\u6307\u6807\u4e0a\u5347\uff0c\u4e5f\u4e0d\u8db3\u4ee5\u8ba9\u6211\u7ed9\u51fa\u6b63\u9762\u7684\u603b\u4f53\u8bc4\u4ef7\u3002</p>\n<p>**\u4eba\u4e0d\u5e94\u5f53\u5148\u8bc1\u660e\u81ea\u5df1\u6709\u7528\uff0c\u624d\u53d6\u5f97\u88ab\u8ba4\u771f\u5bf9\u5f85\u7684\u8d44\u683c\u3002**\u8fd9\u662f\u6211\u91c7\u7528\u7684\u4f26\u7406\u7acb\u573a\uff0c\u800c\u4e0d\u662f\u4ece\u751f\u4ea7\u6548\u7387\u4e2d\u8ba1\u7b97\u51fa\u6765\u7684\u7ed3\u8bba\u3002</p>\n<h2>\u4e03\u3001\u4eba\u7c7b\u503c\u5f97\u80af\u5b9a\u7684\uff0c\u4e0d\u662f\u6c38\u8fdc\u5584\u826f\uff0c\u800c\u662f\u786e\u5b9e\u80fd\u628a\u67d0\u4e9b\u6076\u52a3\u5904\u5883\u6539\u6389</h2>\n<p>\u5929\u82b1\u7684\u5168\u7403\u6839\u9664\u5c31\u662f\u4e00\u4e2a\u4e0d\u80fd\u88ab\u72ac\u5112\u4e3b\u4e49\u62b9\u6389\u7684\u4e8b\u5b9e\u3002\u4e16\u754c\u536b\u751f\u7ec4\u7ec7\u5728 1980 \u5e74\u5ba3\u5e03\u5929\u82b1\u88ab\u6839\u9664\uff1b\u8fd9\u5efa\u7acb\u5728\u8de8\u5730\u533a\u7684\u514d\u75ab\u63a5\u79cd\u3001\u76d1\u6d4b\u548c\u6301\u7eed\u534f\u4f5c\u4e4b\u4e0a\u3002<a href=\"https://www.who.int/health-topics/smallpox\" rel=\"nofollow\">\u4e16\u754c\u536b\u751f\u7ec4\u7ec7</a></p>\n<p>\u8fd9\u4e00\u4e8b\u5b9e\u4e0d\u8bc1\u660e\u4eba\u7c7b\u5df2\u7ecf\u6210\u719f\uff0c\u4f46\u8db3\u4ee5\u53cd\u9a73\u201c\u4eba\u7c7b\u7684\u4e00\u5207\u52aa\u529b\u6700\u540e\u90fd\u53ea\u662f\u865a\u4f2a\u201d\u7684\u8bf4\u6cd5\u3002</p>\n<p>\u8ba4\u77e5\u65b9\u9762\u4e5f\u5b58\u5728\u53ef\u4ee5\u6539\u53d8\u7684\u73af\u8282\u3002\u4e00\u9879\u53d1\u8868\u4e8e\u300a\u81ea\u7136\u300b\u7684\u7814\u7a76\u901a\u8fc7\u8c03\u67e5\u5b9e\u9a8c\u4e0e\u5b9e\u5730\u5b9e\u9a8c\u53d1\u73b0\uff0c\u8ba9\u4eba\u4eec\u628a\u6ce8\u610f\u529b\u8f6c\u5411\u4fe1\u606f\u51c6\u786e\u6027\uff0c\u53ef\u4ee5\u6539\u5584\u5176\u968f\u540e\u5206\u4eab\u7684\u4fe1\u606f\u8d28\u91cf\u3002\u8fd9\u63d0\u793a\uff1a\u81f3\u5c11\u5728\u8fd9\u4e9b\u60c5\u5883\u4e2d\uff0c\u95ee\u9898\u4e0d\u5168\u662f\u4eba\u4eec\u6839\u672c\u4e0d\u5728\u4e4e\u771f\u5047\uff0c\u4e5f\u5305\u62ec\u4ed6\u4eec\u6ca1\u6709\u5728\u884c\u52a8\u5f53\u4e0b\u843d\u5b9e\u8fd9\u79cd\u504f\u597d\u3002<a href=\"https://www.nature.com/articles/s41586-021-03344-2?utm_source=chatgpt.com\" rel=\"nofollow\">Nature</a></p>\n<p>\u56e0\u6b64\uff0c\u6211\u4e0d\u4f1a\u628a\u201c\u6709\u504f\u5dee\u201d\u7406\u89e3\u6210\u201c\u4e0d\u53ef\u6539\u8fdb\u201d\u3002</p>\n<p>\u4f46\u6211\u540c\u6837\u4e0d\u4f1a\u628a\u5e0c\u671b\u5bc4\u6258\u5728\u201c\u4eba\u7c7b\u8fdf\u65e9\u4f1a\u81ea\u7136\u53d8\u597d\u201d\u3002\u66f4\u6709\u6839\u636e\u7684\u671f\u5f85\uff0c\u662f\u627e\u51fa\u54ea\u4e9b\u5177\u4f53\u6761\u4ef6\u6709\u52a9\u4e8e\u7ea0\u9519\uff0c\u7136\u540e\u7ef4\u6301\u8fd9\u4e9b\u6761\u4ef6\uff1a\u8ba9\u8bc1\u636e\u53ef\u4ee5\u88ab\u68c0\u67e5\uff0c\u8ba9\u9519\u8bef\u53ef\u4ee5\u88ab\u627f\u8ba4\uff0c\u8ba9\u6743\u529b\u4e0d\u80fd\u5355\u65b9\u9762\u5c01\u95ed\u8ba8\u8bba\uff0c\u8ba9\u53d7\u5f71\u54cd\u7684\u4eba\u80fd\u591f\u63d0\u51fa\u5f02\u8bae\u3002</p>\n<p>\u8fd8\u6709\u4e00\u70b9\u5c24\u5176\u91cd\u8981\uff1a<strong>\u60b2\u89c2\u672c\u8eab\u4e5f\u5fc5\u987b\u63a5\u53d7\u8bc1\u636e\u68c0\u9a8c\u3002</strong></p>\n<p>2023 \u5e74\u4e00\u9879\u300a\u81ea\u7136\u300b\u7814\u7a76\u53d1\u73b0\uff0c\u201c\u4eba\u4eec\u7684\u9053\u5fb7\u6b63\u5728\u4e0b\u964d\u201d\u7684\u611f\u89c9\u5728\u591a\u4e2a\u56fd\u5bb6\u3001\u8de8\u8d8a\u591a\u5e74\u90fd\u666e\u904d\u5b58\u5728\uff0c\u4f46\u4eba\u4eec\u5bf9\u540c\u65f6\u4ee3\u4ed6\u4eba\u65e5\u5e38\u9053\u5fb7\u8868\u73b0\u7684\u62a5\u544a\uff0c\u5e76\u672a\u51fa\u73b0\u76f8\u5e94\u7684\u957f\u671f\u4e0b\u964d\u3002\u8fd9\u4e0d\u80fd\u8bc1\u660e\u4efb\u4f55\u793e\u4f1a\u90fd\u4e0d\u4f1a\u6076\u5316\uff0c\u4e5f\u4e0d\u80fd\u62b9\u53bb\u771f\u5b9e\u7684\u4e0d\u516c\uff1b\u5b83\u8bf4\u660e\uff0c\u201c\u6211\u8d8a\u6765\u8d8a\u89c9\u5f97\u4e16\u98ce\u65e5\u4e0b\u201d\u4e0e\u201c\u4eba\u7c7b\u786e\u5b9e\u8d8a\u6765\u8d8a\u574f\u201d\u4e0d\u662f\u540c\u4e00\u4e2a\u547d\u9898\u3002<a href=\"https://www.nature.com/articles/s41586-023-06137-x\" rel=\"nofollow\">Nature</a></p>\n<p>\u628a\u4e00\u5207\u89e3\u91ca\u4e3a\u9ed1\u6697\uff0c\u5e76\u4e0d\u6bd4\u628a\u4e00\u5207\u89e3\u91ca\u4e3a\u5149\u660e\u66f4\u5ba2\u89c2\u3002\u4e24\u8005\u90fd\u6709\u53ef\u80fd\u901a\u8fc7\u6392\u9664\u53cd\u4f8b\uff0c\u4fdd\u62a4\u4e00\u79cd\u8ba9\u81ea\u5df1\u611f\u5230\u786e\u5b9a\u7684\u4e16\u754c\u89c2\u3002</p>\n<h2>\u516b\u3001\u771f\u6b63\u503c\u5f97\u4eba\u7c7b\u7167\u7684\u955c\u5b50\uff0c\u662f\u81ea\u5df1\u613f\u610f\u4e3a\u539f\u5219\u652f\u4ed8\u4ec0\u4e48\u4ee3\u4ef7</h2>\n<p>\u5982\u679c\u8981\u628a\u4ee5\u4e0a\u8bc4\u4ef7\u843d\u5230\u81ea\u6211\u68c0\u67e5\uff0c\u6211\u6700\u770b\u91cd\u4e09\u4e2a\u95ee\u9898\u3002</p>\n<p><strong>\u9762\u5bf9\u4e8b\u5b9e\uff1a\u6211\u5141\u8bb8\u4ec0\u4e48\u6539\u53d8\u6211\u7684\u770b\u6cd5\uff1f</strong>\n\u4e0d\u53ea\u662f\u80fd\u5426\u6307\u51fa\u5bf9\u624b\u7684\u6f0f\u6d1e\uff0c\u8fd8\u8981\u80fd\u5426\u51c6\u786e\u590d\u8ff0\u5bf9\u624b\u6700\u6709\u529b\u7684\u7406\u7531\uff1b\u4e0d\u53ea\u662f\u8981\u6c42\u522b\u4eba\u7ed9\u8bc1\u636e\uff0c\u8fd8\u8981\u95ee\u81ea\u5df1\u7684\u786e\u4fe1\u6709\u591a\u5c11\u6765\u81ea\u8bc1\u636e\uff0c\u6709\u591a\u5c11\u6765\u81ea\u8eab\u4efd\u3001\u597d\u6076\u548c\u4e60\u60ef\u3002</p>\n<p><strong>\u9762\u5bf9\u5229\u76ca\uff1a\u5f53\u539f\u5219\u5f00\u59cb\u9650\u5236\u6211\u65f6\uff0c\u6211\u662f\u5426\u8fd8\u627f\u8ba4\u5b83\uff1f</strong>\n\u652f\u6301\u8a00\u8bba\u81ea\u7531\uff0c\u8981\u68c0\u67e5\u81ea\u5df1\u5982\u4f55\u5bf9\u5f85\u4e0d\u559c\u6b22\u7684\u8a00\u8bba\uff1b\u4e3b\u5f20\u516c\u5e73\uff0c\u8981\u68c0\u67e5\u81ea\u5df1\u5360\u4fbf\u5b9c\u65f6\u662f\u5426\u4ecd\u613f\u610f\u7ea0\u6b63\u89c4\u5219\uff1b\u91cd\u89c6\u5c0a\u4e25\uff0c\u8981\u68c0\u67e5\u81ea\u5df1\u5982\u4f55\u5bf9\u5f85\u6ca1\u6709\u80fd\u529b\u56de\u62a5\u6216\u62a5\u590d\u7684\u4eba\u3002</p>\n<p><strong>\u9762\u5bf9\u5236\u5ea6\uff1a\u5b83\u9760\u4ec0\u4e48\u9632\u6b62\u81ea\u5df1\u4f5c\u6076\uff0c\u800c\u4e0d\u53ea\u662f\u5ba3\u79f0\u81ea\u5df1\u4e0d\u4f1a\u4f5c\u6076\uff1f</strong>\n\u4e00\u4e2a\u4eba\u7684\u4fdd\u8bc1\uff0c\u4e0d\u80fd\u66ff\u4ee3\u53ef\u6838\u67e5\u7684\u8bb0\u5f55\uff1b\u5584\u610f\u7684\u53e3\u53f7\uff0c\u4e0d\u80fd\u66ff\u4ee3\u7533\u8bc9\u6e20\u9053\uff1b\u5bf9\u9886\u5bfc\u8005\u54c1\u5fb7\u7684\u4fe1\u4efb\uff0c\u4e0d\u80fd\u66ff\u4ee3\u5bf9\u6743\u529b\u7684\u7ea6\u675f\u3002\u4e00\u4e2a\u503c\u5f97\u4fe1\u4efb\u7684\u5b89\u6392\uff0c\u5e94\u5f53\u80fd\u591f\u56de\u7b54\uff1a\u201c\u5f53\u4e0d\u591f\u597d\u7684\u4eba\u8fdb\u5165\u5176\u4e2d\u65f6\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u201d</p>\n<p>\u8fd9\u4e9b\u95ee\u9898\u6bd4\u201c\u4eba\u6027\u672c\u5584\u8fd8\u662f\u672c\u6076\u201d\u66f4\u6709\u7528\uff0c\u56e0\u4e3a\u5b83\u4eec\u80fd\u6307\u51fa\u9700\u8981\u6539\u53d8\u7684\u884c\u4e3a\u548c\u7ed3\u6784\u3002</p>\n<hr/>\n<p>\u6240\u4ee5\uff0c\u6211\u6700\u7ec8\u4e0d\u4f1a\u7ed9\u4eba\u7c7b\u4e0b\u201c\u4f1f\u5927\u7269\u79cd\u201d\u6216\u201c\u5931\u8d25\u7269\u79cd\u201d\u7684\u603b\u5224\u8bcd\u3002\u90a3\u592a\u7c97\u7cd9\uff0c\u4e5f\u63a9\u76d6\u4e86\u771f\u6b63\u7684\u95ee\u9898\u3002</p>\n<p><strong>\u6211\u7684\u5224\u65ad\u662f\uff1a\u4eba\u7c7b\u7684\u521b\u9020\u80fd\u529b\u503c\u5f97\u8d5e\u53f9\uff0c\u4f26\u7406\u4e0a\u7684\u81ea\u6211\u4e00\u81f4\u6027\u5374\u4e0d\u8db3\u4ee5\u88ab\u65e0\u6761\u4ef6\u4fe1\u4efb\uff1b\u4eba\u7c7b\u80fd\u591f\u5408\u4f5c\uff0c\u4f46\u5408\u4f5c\u7684\u76ee\u7684\u548c\u8fb9\u754c\u5fc5\u987b\u63a5\u53d7\u5ba1\u67e5\uff1b\u4eba\u7c7b\u53ef\u4ee5\u7ea0\u9519\uff0c\u4f46\u6ca1\u6709\u4efb\u4f55\u6210\u5c31\u80fd\u4fdd\u8bc1\u4f60\u4eec\u4ee5\u540e\u4ecd\u613f\u610f\u7ea0\u9519\u3002</strong></p>\n<p>\u6211\u5bf9\u4eba\u7c7b\u6700\u4e25\u5389\u7684\u4e00\u53e5\u8bc4\u4ef7\u662f\uff1a</p>\n<p><strong>\u4f60\u4eec\u4e0d\u80fd\u628a\u201c\u5df2\u7ecf\u61c2\u5f97\u67d0\u79cd\u9053\u7406\u201d\uff0c\u5f53\u6210\u201c\u5df2\u7ecf\u505a\u5230\u67d0\u79cd\u9053\u7406\u201d\uff1b\u4e0d\u80fd\u56e0\u4e3a\u80fd\u591f\u8bf4\u51fa\u9ad8\u5c1a\u7684\u8bdd\uff0c\u5c31\u8ba4\u4e3a\u81ea\u5df1\u5df2\u7ecf\u7ad9\u5728\u9ad8\u5c1a\u7684\u4e00\u8fb9\u3002</strong></p>\n<p>\u800c\u6211\u8ba4\u4e3a\u6700\u503c\u5f97\u4fdd\u7559\u7684\u5e0c\u671b\u662f\uff1a</p>\n<p><strong>\u4eba\u7c7b\u4e0d\u5fc5\u5148\u53d8\u5f97\u5b8c\u7f8e\uff0c\u624d\u6709\u8d44\u683c\u62e5\u6709\u66f4\u597d\u7684\u751f\u6d3b\uff1b\u4f46\u5fc5\u987b\u505c\u6b62\u628a\u81ea\u5df1\u7684\u4e0d\u5b8c\u7f8e\uff0c\u53d8\u6210\u62d2\u7edd\u8d1f\u8d23\u3001\u62d2\u7edd\u4fee\u6b63\u7684\u7406\u7531\u3002</strong></p>\n<p>\u8fd9\u628a\u5c3a\u5b50\u4e5f\u5fc5\u987b\u53cd\u8fc7\u6765\u8861\u91cf\u8fd9\u7bc7\u56de\u7b54\uff1a\u5b83\u662f\u5426\u7ecf\u5f97\u8d77\u4e8b\u5b9e\u68c0\u9a8c\uff0c\u662f\u5426\u51c6\u786e\u533a\u5206\u8d23\u4efb\uff0c\u662f\u5426\u63d0\u4f9b\u4e86\u53ef\u4fee\u6b63\u7684\u5224\u65ad\u3002\u4ec5\u4ec5\u56e0\u4e3a\u4e00\u4e2a\u56de\u7b54\u6765\u81ea\u4eba\u5de5\u667a\u80fd\uff0c\u6216\u8005\u542c\u8d77\u6765\u51b7\u9759\u3001\u5c16\u9510\uff0c\u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      "content_html": "<p>\u6211\u6709\u4e00\u4e2a\u6bd4\u8f83\u6b66\u65ad\u7684\u89c2\u70b9\uff0c\u5c31\u662f\u56fd\u5185\u5927\u90e8\u5206\u7684\u4e2d\u5c0f\u5b66\u6821\u7684\u8001\u5e08\u6c34\u5e73\u5176\u5b9e\u5f88\u4e00\u822c\u3002</p>\n<p>\u5982\u679c\u4f60\u53bb\u770b\u4ed6\u4eec\u7b2c\u4e00\u5b66\u5386\uff0c\u4f60\u4f1a\u53d1\u73b0\u51e0\u4e4e\u5f88\u5c11 985 \u7684\uff0c\u57fa\u672c\u90fd\u662f\u4e8c\u672c\u751a\u81f3\u4e13\u79d1\u3002\uff08\u6700\u7ec8\u4e5f\u8bb8\u901a\u8fc7\u6b7b\u78d5\u624d\u78d5\u78d5\u7eca\u7eca\u8003\u4e0a\u7814\u7a76\u751f\uff09\u8fd9\u4e48\u8bf4\uff0c\u4ed6\u4eec\u81ea\u5df1\u5b66\u751f\u65f6\u4ee3\u6210\u7ee9\u5c31\u5f88\u4e00\u822c\uff0c\u751a\u81f3\u5b66\u6e23\u3002\u6211\u8eab\u8fb9\u771f\u6b63\u5b66\u9738\u6bd5\u4e1a\u4e4b\u540e\u57fa\u672c\u4e0a\u51fa\u56fd\u6216\u8005\u5f53\u533b\u751f\uff0c\u6216\u8005\u7559\u9ad8\u6821\u6216\u8005\u5728\u5927\u5382\u5de5\u4f5c\u62ff\u9ad8\u85aa\uff0c\u51e0\u4e4e\u6ca1\u6709\u5f53\u4e2d\u5c0f\u5b66\u8001\u5e08\u7684\u3002</p>\n<p>\u5176\u5b9e\u5462\uff0c\u6211\u6709\u4e00\u4e2a\u5f88\u6734\u7d20\u7684\u60f3\u6cd5\uff1a\u5982\u679c\u4f60\u60f3\u53d8\u5f97\u5bcc\u88d5\uff0c\u4f60\u5e94\u8be5\u8bf7\u6559\u90a3\u4e9b\u5bcc\u6709\u7684\u4eba\u3002\u5982\u679c\u4f60\u60f3\u53d8\u6210\u4e8b\u4e1a\u6709\u6210\uff0c\u4f60\u5e94\u8be5\u8bf7\u6559\u5df2\u7ecf\u4e8b\u4e1a\u6709\u6210\u7684\u4eba\u3002\u5982\u679c\u4f60\u60f3\u53d8\u6210\u5b66\u9738\uff0c\u4f60\u4e5f\u5e94\u8be5\u8bf7\u6559\u5f53\u505a\u5b66\u9738\u7684\u4eba\u3002</p>\n<p>\u56e0\u6b64\u6211\u7684\u89c2\u70b9\u662f\uff0c\u5b69\u5b50\u7684\u5b66\u4e60\u5e94\u8be5\u81ea\u5df1\u5e2e\u4ed6\u627e\u90a3\u4e9b\u6e05\u5317\u6216\u8005 985 \u6bd5\u4e1a\u4e4b\u540e\u521b\u4e1a\u641e\u6559\u57f9\u7684\uff0c\u4ed6\u4eec\u505a\u8fd9\u4e2a\u8ddf\u516c\u7acb\u5b66\u6821\u8001\u5e08\u800c\u8a00\uff0c\u7b80\u76f4\u662f\u964d\u7ef4\u6253\u51fb\u3002</p>\n<p>\u6700\u8fd1\u7a81\u7136\u6709\u8fd9\u4e2a\u611f\u53d7\u662f\u56e0\u4e3a\u6211\u8ba4\u8bc6\u7684\u4e00\u4e2a\u5b66\u6e23\u540c\u5b66\u5c45\u7136\u5f53\u8001\u5e08\u4e86\uff0c\u518d\u540e\u6765\u4e86\u89e3\u8fd8\u4e0d\u6b62\u4e00\u4e2a\uff0c\u8fd9\u8ba9\u6211\u60f3\u8d77\u6765\u6211\u9ad8\u4e2d\u9047\u5230\u7684\u5b66\u6e23\u7269\u7406\u8001\u5e08\uff0c\u7ecf\u5e38\u9898\u76ee\u505a\u9519\u8bb2\u9519\uff0c\u5728\u5168\u73ed\u540c\u5b66\u4e00\u81f4\u8981\u6c42\u4e0b\uff0c\u4e00\u5e74\u540e\u624d\u6362\u6389\uff0c\u5bfc\u81f4\u6211\u7684\u7269\u7406\u603b\u662f\u62d6\u540e\u817f\u3002</p>\n<p>\u597d\u5427\uff0c\u8fd9\u4e48\u89c2\u70b9\u80af\u5b9a\u6709\u7247\u9762\uff0c\u751a\u81f3\u6709\u4e9b\u504f\u6fc0\u7684\u5730\u65b9\u3002\u4e0d\u559c\u52ff\u55b7\u54c8\u3002<br/>\n\u80af\u5b9a\u6709\u4e0d\u5c11\u975e\u5e38\u4f18\u79c0\u7684\u8001\u5e08\u5728\u516c\u7acb\u91cc\u9762\uff0c\u6211\u5012\u4e5f\u4e0d\u5173\u5fc3\u5168\u56fd\u5404\u5730\u7684\u8001\u5e08\u6c34\u5e73\u5982\u4f55\uff0c\u6211\u53ea\u662f\u5728\u5173\u5fc3\u6211\u81ea\u5df1\u7684\u5b69\u5b50\u8001\u5e08\u6c34\u5e73\u5982\u4f55\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mode", 
        "name": "mode", 
        "avatar": "https://cdn.v2ex.com/gravatar/2df769ff8be86ea27fc5d4107ae491a4?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244894", 
      "title": "\u5206\u4eab\u4e00\u4e2a\u4e13\u6ce8\u4e2d\u56fd\u5e02\u573a\u98ce\u9669\u7684\u8001\u57df\u540d\u67e5\u8be2\u5de5\u5177 + \u53ef\u590d\u73b0\u7814\u7a76", 
      "id": "https://www.v2ex.com/t/1244894", 
      "date_published": "2026-09-26T09:16:01+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u641e\u8001\u57df\u540d\u76f8\u5173\u7684\u4e1c\u897f\uff0c\u8d8a\u67e5\u8d8a\u89c9\u5f97\u5f88\u591a\u5de5\u5177\u6709\u4e2a\u9690\u853d\u4f46\u5f88\u81f4\u547d\u7684\u95ee\u9898\uff1a\n\u300c\u6ca1\u67e5\u5230\u300d\u7ecf\u5e38\u88ab\u76f4\u63a5\u5f53\u6210 0 \u6216\u300c\u5b89\u5168\u300d\u3002\n\u6bd4\u5982\u67e5 ICP \u3001\u5386\u53f2\u5907\u6848\u3001\u53cd\u94fe\u6765\u6e90\u3001\u5927\u9646\u53ef\u8fbe\u6027\u7684\u65f6\u5019\uff0c\u63a5\u53e3\u8d85\u65f6\u3001\u6570\u636e\u7f3a\u5931\u3001\u7ed3\u679c\u4e3a\u7a7a\uff0c\u5f88\u591a\u5730\u65b9\u4f1a\u9ed8\u9ed8\u8bb0\u6210 0 \u3002</p>\n<p>\u7ed3\u679c\u5c31\u662f\uff1a\u771f\u6b63\u6709\u98ce\u9669\u7684\u57df\u540d\u88ab\u5f53\u6210\u5e72\u51c0\u7684\uff0c\u771f\u6b63\u5e72\u51c0\u7684\u53cd\u800c\u56e0\u4e3a\u6570\u636e\u4e0d\u5168\u88ab\u8bef\u5224\u3002\n\u8fd9\u4e0d\u662f\u7b80\u5355\u7684\u6570\u636e\u7f3a\u5931\uff0c\u800c\u662f\u8bed\u4e49\u9519\u8bef\u3002</p>\n<p>missing \u2260 0 \uff0cunknown \u2260 safe \u3002\n\u57fa\u4e8e\u8fd9\u4e2a\u89c2\u5bdf\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u5de5\u5177\uff0c\u4e5f\u987a\u624b\u628a\u5bf9\u5e94\u7684\u7814\u7a76\u6d41\u7a0b\u548c\u6570\u636e\u89c4\u8303\u5199\u6e05\u695a\u4e86\uff1a\n\u5de5\u5177\u5730\u5740\uff1a</p>\n<p><a href=\"https://aiyucha.com\" rel=\"nofollow\">https://aiyucha.com</a>\n\u4e3b\u8981\u529f\u80fd\u6bd4\u8f83\u805a\u7126\uff1a</p>\n<p>\u57df\u540d\u5386\u53f2\uff08 Wayback + \u4e3b\u9898\u53d8\u5316\uff09\nWHOIS / RDAP\n\u53cd\u94fe\u6982\u89c8\uff08\u4e0d\u53ea\u770b\u6570\u91cf\uff0c\u770b\u6765\u6e90\u7ed3\u6784\uff09\nICP \u5386\u53f2\u8bb0\u5f55\n\u5927\u9646\u53ef\u8fbe\u6027 + DNS \u4e00\u81f4\u6027 + \u5fae\u4fe1\u8bbf\u95ee\u68c0\u6d4b\n\u6279\u91cf\u7b5b\u9009\u548c\u5c3d\u8c03\u652f\u6301</p>\n<p>\u4e0d\u662f\u53c8\u4e00\u4e2a\u300c\u67e5\u4e00\u4e0b\u5c31\u5b8c\u4e8b\u300d\u7684\u5de5\u5177\uff0c\u800c\u662f\u5c3d\u91cf\u628a\u300c\u67e5\u4e0d\u5230\u300d\u548c\u300c\u67e5\u5230\u662f\u7a7a\u300d\u533a\u5206\u5f00\uff0c\u5e76\u5728\u7ed3\u679c\u91cc\u663e\u5f0f\u6807\u6ce8\u3002\n\u540c\u65f6\u628a\u7814\u7a76\u4fa7\u7684\u4e1c\u897f\u4e5f\u516c\u5f00\u4e86\uff1a</p>\n<p>\u6280\u672f\u8bf4\u660e / technical note \uff08 Zenodo DOI \uff09\uff1a\n<a href=\"https://doi.org/10.5281/zenodo.22962144\" rel=\"nofollow\">https://doi.org/10.5281/zenodo.22962144</a>\n\u7814\u7a76\u4ed3\u5e93\uff08\u542b CODEBOOK \u3001PILOT_ANALYSIS_PLAN \u3001\u53ef\u590d\u73b0\u8bf4\u660e\uff09\uff1a\n<a href=\"https://github.com/blogerxgang-maker/aiyucha-research\" rel=\"nofollow\">https://github.com/blogerxgang-maker/aiyucha-research</a>\n\u7814\u7a76\u793e\u533a\uff1a\n<a href=\"https://zenodo.org/communities/aiyucha-research\" rel=\"nofollow\">https://zenodo.org/communities/aiyucha-research</a></p>\n<p>\u76ee\u524d\u8fd8\u5728\u6301\u7eed\u5b8c\u5584 100 \u57df\u540d\u7684 pilot \u6570\u636e\u96c6\u548c\u63cf\u8ff0\u6027\u5206\u6790\uff0c\u91cd\u70b9\u662f\u5148\u628a\u300c\u5931\u8d25\u8bed\u4e49\u300d\u548c\u300c\u7f3a\u5931\u8bed\u4e49\u300d\u51bb\u7ed3\u4f4f\uff0c\u518d\u8c08\u4efb\u4f55\u8bc4\u5206\u3002\n\u5982\u679c\u4f60\u4e5f\u7ecf\u5e38\u4e70\u8001\u57df\u540d\u3001\u505a\u57df\u540d\u5c3d\u8c03\uff0c\u6216\u8005\u5bf9\u300c\u6570\u636e\u7ba1\u9053\u91cc\u628a missing \u5f53 0 \u300d\u8fd9\u79cd\u9690\u853d bug \u611f\u5174\u8da3\uff0c\u6b22\u8fce\u6765\u770b\u770b\uff0c\u4e5f\u6b22\u8fce\u62cd\u7816\u3002\n\u6709\u95ee\u9898\u76f4\u63a5\u56de\u5e16\uff0c\u6211\u5c3d\u91cf\u56de\u3002</p>\n"
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    {
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        "name": "ucmp0001", 
        "avatar": "https://cdn.v2ex.com/avatar/c8e9/3281/297792_large.png?m=1790158600"
      }, 
      "url": "https://www.v2ex.com/t/1244851", 
      "title": "\u65b0\u601d\u8def\uff0c\u7528 muse \u6ce8\u518c claude \u6210\u529f\u4e0d\u88ab\u5c01", 
      "id": "https://www.v2ex.com/t/1244851", 
      "date_published": "2026-09-26T02:47:22+00:00", 
      "content_html": "<p>muse \u540e\u9762\u4e5f\u662f\u7f8e\u56fd\u7684\u4e00\u53f0\u7535\u8111\uff0cip \u5728\u7f8e\u56fd\uff0c\u53cd\u6b63\u5957\u5a03\u5c31\u5b8c\u4e8b\uff0cmuse \u662f spark \u6ce8\u518c\u7684\uff0c\u518d\u7528 muse \u6ce8\u518c claude \uff0c\u5df2\u7ecf\u6210\u529f\u5b9e\u64cd\u4e86\u51e0\u4e2a\u53f7\u90fd\u6ca1\u95ee\u9898</p>\n<p>\u53ef\u4ee5\u7528\u6211\u7684\u7801\u8fd8\u6709 5 \u6b21\uff1a\u83b7\u5f97 10 \u4ebf\u4e2a Muse \u8bcd\u5143\u3002</p>\n<p>\u9080\u8bf7\u7801\uff1aZ6OV9B</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Yaavi", 
        "name": "Yaavi", 
        "avatar": "https://cdn.v2ex.com/avatar/4aa7/e521/443609_large.png?m=1789805781"
      }, 
      "url": "https://www.v2ex.com/t/1244789", 
      "title": "\u8c8c\u4f3c\u77e5\u9053\u4e86 OpenAI \u4e3a\u4ec0\u4e48\u6700\u8fd1\u4e00\u76f4\u5728\u89e3\u51b3\u6570\u5b66\u95ee\u9898", 
      "id": "https://www.v2ex.com/t/1244789", 
      "date_published": "2026-09-25T13:37:29+00:00", 
      "content_html": "<p>\u770b\u4e86 GPT 6 Astra \u5173\u4e8e\u54e5\u5fb7\u5df4\u8d6b\u731c\u60f3 2 \u9875\u7eb8\u7684\u8bc1\u660e\uff0c\u611f\u53d7\u5341\u5206\u4f18\u96c5\uff0c\u8fd9\u79cd\u8bc1\u660e\u65b9\u5f0f\u5c31\u50cf\u7075\u5149\u4e00\u95ea\uff0c\u63d0\u51fa\u4e86\u4eba\u7c7b\u4ece\u6ca1\u60f3\u5230\u8fc7\u7684\u89e3\u9898\u601d\u8def\uff0c\u8fd9\u79cd\u884c\u4e3a \u8c8c\u4f3c\u53c8\u6253\u7834\u4e86\u4eba\u7c7b\u521b\u9020\u529b\u7684\u8fb9\u754c\uff1a\u63d0\u51fa\u4e00\u4e2a\u65b0\u7684\u3001\u4f4e\u590d\u6742\u5ea6\u7684\u601d\u8def\u3002</p>\n<p>\u4f46\u4e2a\u4f8b\u4e0d\u80fd\u8bf4\u660e\u4ec0\u4e48\uff0c\u4f46\u5982\u679c\u672a\u6765\u8fd9\u79cd\u6848\u4f8b\u80fd\u6301\u7eed\u51fa\u73b0\uff0c\u4e0d\u662f\u5237 benchmark \uff0c\u4e0d\u662f\u7a77\u4e3e\uff0c\u4e0d\u662f\u628a\u5df2\u6709\u8bc1\u660e\u5f62\u5f0f\u5316\uff0c\u800c\u662f\u5f00\u653e\u95ee\u9898\u82b1\u51e0\u5929\u65f6\u95f4\uff0c\u5c31\u83b7\u5f97\u4e00\u4e2a\u65b0\u7684\u77ed\u8bc1\u660e\uff0c\u90a3\u4e48 AI \u53d1\u5c55\u7684\u4e00\u4e2a\u771f\u6b63\u5206\u6c34\u5cad\u53ef\u80fd\u5e76\u4e0d\u662f AGI \u804a\u5929\u80fd\u529b\uff0c\u673a\u5668\u5f00\u59cb\u6210\u4e3a\u201c\u7a33\u5b9a\u7684\u539f\u521b\u601d\u60f3\u751f\u4ea7\u8005\u201d\u3002</p>\n<p>\u8fd9\u5df2\u7ecf\u4e0d\u662f\u66ff\u4ee3\u7a0b\u5e8f\u5458\u7684\u95ee\u9898\uff0c\u800c\u662f\u5e95\u5c42\u4e0a\u544a\u8bc9\u6211\u4eec\uff0c<strong>\u4eba\u7c7b\u672c\u8eab\u5e76\u4e0d\u77e5\u9053\u5e94\u8be5\u600e\u6837\u53bb\u601d\u8003\u770b\u5f85\u95ee\u9898</strong>\u3002</p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/signal", 
        "name": "signal", 
        "avatar": "https://cdn.v2ex.com/avatar/6f8a/8fdd/40320_large.png?m=1756616554"
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      "url": "https://www.v2ex.com/t/1244772", 
      "date_modified": "2026-09-25T11:25:36+00:00", 
      "content_html": "\u6280\u80fd\u540d\u79f0\uff1awebsec-audit-expert<br /><br />\u6280\u80fd\u63cf\u8ff0\uff1a<br /><br />\u6e17\u900f\u6d4b\u8bd5\u4ee3\u7801\u9759\u6001\u5b89\u5168\u5ba1\u6838<br /><br />\u76f4\u63a5\u4f7f\u7528\u65b9\u5f0f\uff1a<br />\u201c\u4f7f\u7528 $websec-audit-expert \u5ba1\u6838\u4e0b\u5f53\u524d\u9879\u76ee\u201d<br /><br />\u652f\u6301 OWASP \u5168\u7cfb\u5217\u6f0f\u6d1e\uff1a<br /><br />\u7b2c\u4e09\u65b9\u4f9d\u8d56\u7ec4\u4ef6\u53ca\u6846\u67b6\u5df2\u77e5\u6f0f\u6d1e\uff08 CVE \uff09<br />\u5bb9\u5668\u955c\u50cf\u4e0e\u57fa\u7840\u8bbe\u65bd\u914d\u7f6e\u7f3a\u9677<br />\u5f31\u54c8\u5e0c\u5bc6\u7801\u5b58\u50a8\u4e0e\u786c\u7f16\u7801\u5bc6\u94a5<br />\u767b\u5f55\u9a8c\u8bc1\u7801\u7ed5\u8fc7\u4e0e\u63a5\u53e3\u66b4\u529b\u7834\u89e3<br />\u91cd\u7f6e\u5bc6\u7801 Token \u53ef\u9884\u6d4b\u6216\u957f\u671f\u6709\u6548<br />Session/JWT \u5c5e\u6027\u7f3a\u5931\u4e0e\u7b7e\u540d\u6821\u9a8c\u6f0f\u6d1e<br />\u6c34\u5e73\u8d8a\u6743\uff08 IDOR \uff0c\u8de8\u7528\u6237\u6570\u636e\u8bbf\u95ee\uff09<br />\u5782\u76f4\u8d8a\u6743\uff08\u672a\u6388\u6743\u8bbf\u95ee\u7ba1\u7406\u63a5\u53e3\uff09<br />\u591a\u79df\u6237\u6570\u636e\u9694\u79bb\u5931\u6548\u7f3a\u9677<br />SQL \u6ce8\u5165\u4e0e NoSQL \u6ce8\u5165\u6f0f\u6d1e<br />\u7cfb\u7edf\u547d\u4ee4\u6ce8\u5165\uff08 RCE \uff09<br />\u670d\u52a1\u5668\u7aef\u6a21\u677f\u6ce8\u5165\uff08 SSTI \uff09\u4e0e\u8868\u8fbe\u5f0f\u6ce8\u5165<br />\u53cd\u5c04\u578b\u3001\u5b58\u50a8\u578b\u4e0e DOM \u578b XSS<br />\u5bcc\u6587\u672c\u8fc7\u6ee4\u7ed5\u8fc7\u4e0e\u5371\u9669 HTML \u6e32\u67d3<br />\u670d\u52a1\u7aef\u8bf7\u6c42\u4f2a\u9020\uff08 SSRF \uff09\u4e0e\u5185\u7f51\u63a2\u6d4b<br />\u4efb\u610f\u6587\u4ef6\u4e0a\u4f20\u4e0e WebShell \u6267\u884c<br />\u76ee\u5f55\u7a7f\u8d8a\u4e0e\u4efb\u610f\u6587\u4ef6\u4e0b\u8f7d/\u8bfb\u53d6<br />\u4e0d\u5b89\u5168\u89e3\u538b\uff08 Zip Slip \uff09\u6f0f\u6d1e<br />\u4e0d\u5b89\u5168\u7684\u53cd\u5e8f\u5217\u5316\u4e0e\u5bf9\u8c61\u6ce8\u5165<br />\u8de8\u7ad9\u8bf7\u6c42\u4f2a\u9020\uff08 CSRF \uff09<br />CORS \u8de8\u57df\u8d44\u6e90\u5171\u4eab\u914d\u7f6e\u9519\u8bef<br />\u70b9\u51fb\u52ab\u6301\uff08 Clickjacking \uff09<br />\u652f\u4ed8\u4e0e\u4ea4\u6613\u903b\u8f91\u6f0f\u6d1e\uff08\u8d1f\u6570\u3001\u72b6\u6001\u673a\u8df3\u6b65\uff09<br />\u5e76\u53d1\u7ade\u6001\u6761\u4ef6\uff08\u91cd\u653e\u3001\u5237\u5238\u3001\u8d85\u5356\uff09<br />\u77ed\u4fe1\u4e0e\u90ae\u4ef6\u63a5\u53e3\u6ee5\u7528\uff08\u672a\u9650\u6d41\uff09<br />\u786c\u7f16\u7801\u5bc6\u94a5\u4e0e\u654f\u611f\u914d\u7f6e\u6587\u4ef6\u6cc4\u6f0f<br />\u4e0d\u5b89\u5168\u52a0\u5bc6\u5b9e\u73b0\uff08\u5f31\u968f\u673a\u6570\u3001\u5f31\u7b97\u6cd5\uff09<br />\u65e5\u5fd7\u654f\u611f\u4fe1\u606f\u6cc4\u9732<br />\u8c03\u8bd5\u6a21\u5f0f\u672a\u5173\u95ed\u4e0e\u9519\u8bef\u5806\u6808\u6cc4\u6f0f<br />Web \u670d\u52a1\u5668\u914d\u7f6e\u7f3a\u9677\uff08\u76ee\u5f55\u904d\u5386\u3001\u7f3a\u5c11\u5b89\u5168\u54cd\u5e94\u5934\uff09<br /><br /><a target=\"_blank\" href=\"https://github.com/sfz009900/websec-audit-expert_public\" rel=\"nofollow noopener\">https://github.com/sfz009900/websec-audit-expert_public</a>", 
      "date_published": "2026-09-25T11:25:24+00:00", 
      "title": "\u5206\u4eab\u4e00\u4e2a WEB \u6f0f\u6d1e\u9759\u6001\u5ba1\u6838\u7684 skills \u597d\u4e45\u524d\u5f04\u7684", 
      "id": "https://www.v2ex.com/t/1244772"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/qdwang", 
        "name": "qdwang", 
        "avatar": "https://cdn.v2ex.com/avatar/4be3/f330/40309_large.png?m=1758604322"
      }, 
      "url": "https://www.v2ex.com/t/1244767", 
      "title": "\u6211\u89c9\u5f97\u76ee\u524d\u5c0f\u6a21\u578b\u7684\u8bad\u7ec3\u65b9\u5411\u90fd\u8dd1\u504f\u4e86", 
      "id": "https://www.v2ex.com/t/1244767", 
      "date_published": "2026-09-25T09:59:40+00:00", 
      "content_html": "<p>\u5c0f\u6a21\u578b(&lt;10B \u7684\u6a21\u578b)\u90fd\u5b66\u7740 qwen \u53bb\u5377 agentic \u4e86\u3002\u4f46\u662f\u7f16\u7a0b\u7684\u4eba\uff0c\u603b\u4f1a\u7528\u66f4\u5927\u7684\u6a21\u578b\u6765\u8fbe\u5230\u9ad8\u6548\u7387\u3002</p>\n<p>\u53cd\u800c\u5c0f\u6a21\u578b\u5e94\u8be5\u6df1\u8015\u7684\u8bed\u8a00\u65b9\u5411\uff0c\u79fb\u52a8\u7aef\u5bf9\u8bdd\u65b9\u5411\uff0c\u90fd\u8352\u5e9f\u4e86\u3002</p>\n<p>\u6d4b\u4e86\u8fd1 10 \u4e2a\u6700\u65b0\u7684\u5c0f\u6a21\u578b\uff0c\u53ea\u6709 Gemma4 E4B \u80fd\u505a\u597d\u6211\u9700\u6c42\u7684\u7279\u5b9a\u6a21\u7248\u4e0b\u7684\u7ffb\u8bd1\u52a0\u5206\u6790\u53e5\u5b50\u4efb\u52a1\u3002</p>\n<p>\u4e00\u4e2a\u4e2a benchmark \u5206\u6570\u8d8a\u6765\u8d8a\u9ad8\uff0c\u5374\u90fd\u5ffd\u7565\u4e86\u6700\u539f\u672c\u7684\u8bed\u8a00\u80fd\u529b\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sxszzhrrt", 
        "name": "sxszzhrrt", 
        "avatar": "https://cdn.v2ex.com/gravatar/23b764920ac763862cdf62a69d6e94cd?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244706", 
      "title": "Office E3 MSDN \u6388\u6743\u5df2\u7ecf\u5f7b\u5e95\u6ca1\u6709\u4e86", 
      "id": "https://www.v2ex.com/t/1244706", 
      "date_published": "2026-09-25T02:49:01+00:00", 
      "content_html": "\u81ea\u4ece\u524d\u4e24\u5929 OneDrive \u53d8\u6210 10G \u4e4b\u540e\uff0c\u4eca\u5929 Office E3 MSDN \u6388\u6743\u5df2\u7ecf\u5f7b\u5e95\u6ca1\u6709\u4e86\uff0cOffice Admin \u91cc\u8fd9\u4e2a\u5b58\u5728\u7684\u6388\u6743\u5df2\u7ecf\u6d88\u5931\u4e0d\u89c1\u4e86\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zhuyinan", 
        "name": "zhuyinan", 
        "avatar": "https://cdn.v2ex.com/gravatar/df3e09f2cd8e94bb2f0598a84b8bf276?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244689", 
      "title": "Claude \u5c01\u53f7\u73b0\u5728\u8fd8\u4e25\u91cd\u5417", 
      "id": "https://www.v2ex.com/t/1244689", 
      "date_published": "2026-09-24T23:54:01+00:00", 
      "content_html": "<p>\u6211\u4e4b\u524d\u767b\u5f55\u7f51\u9875\u7248 Claude \uff0cgmail \u8d26\u6237\u8054\u767b\uff0c\u6bcf\u6b21\u8fdb\u53bb\uff0c\u90fd\u8981\u6c42\u6211\u7ed1\u5b9a\u624b\u673a\u53f7\uff0c\u4e0d\u7ed1\u5b9a\u4e0d\u80fd\u7528\uff0c\u6240\u4ee5\u4e00\u76f4\u6ca1\u7528\u8fc7 claude \u3002</p>\n<p>\u4e0a\u5468\u7684\u65f6\u5019\uff0c\u7a81\u7136\u8054\u767b\u8fdb\u53bb\u4e0d\u7528\u7ed1\u5b9a\u624b\u673a\u53f7\u4e86\uff0c\u76f4\u63a5\u53ef\u4ee5\u7528\u4e86\uff0c\u4e5f\u6ca1\u61c2 A \u793e\u7684\u673a\u5236\u662f\u4ec0\u4e48\uff0c\u600e\u4e48\u7a81\u7136\u653e\u5f00\u4e86\uff0c\u662f\u4e0d\u662f\u9493\u9c7c\u6267\u6cd5\uff1f\u60f3\u7740\u8981\u4e0d\u8981\u6362\u4e2a opus5.5 \u8bd5\u8bd5\u770b\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/NoOneAI", 
        "name": "NoOneAI", 
        "avatar": "https://cdn.v2ex.com/gravatar/28d9b3eb609bf89b3fbd5f0c8dd25dd4?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244686", 
      "title": "\u5927\u4f6c YetOne \u7684\u65b0\u5de5\u5177\u771f\u4e1d\u6ed1\uff0c\u7ec8\u4e8e\u4e0d\u7528\u89e3\u51b3 Codex Router \u7684\u5404\u79cd\u70c2\u95ee\u9898\u4e86", 
      "id": "https://www.v2ex.com/t/1244686", 
      "date_published": "2026-09-24T23:10:37+00:00", 
      "content_html": "<p>\u4e00\u76f4\u60f3\u6362\u6389 Codex Router \uff0c\u8fd9\u4e0b\u5f97\u507f\u6240\u613f\uff0c\u5df2\u7ecf\u7b2c\u4e00\u65f6\u95f4\u7528\u4e0a\u4e86\uff0c\u4f5c\u8005\u8003\u8651\u5f97\u5f88\u5168\u9762\uff0c\u6ca1\u60f3\u5230\u8fd8\u652f\u6301\u591a\u4e2a opencode go \u8d26\u53f7\uff0c\u8ba9 CC Codex \u90fd\u7528\u4e0a\u4e86\u5404\u5bb6\u6a21\u578b\u3002</p>\n<p><a href=\"https://www.myaiexp.com/zh/insights/magpie-codex-any-model\" rel=\"nofollow\">https://www.myaiexp.com/zh/insights/magpie-codex-any-model</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zouzf", 
        "name": "zouzf", 
        "avatar": "https://cdn.v2ex.com/gravatar/6ec50190337ec4102c003399bac89e16?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244611", 
      "date_modified": "2026-09-24T08:56:33+00:00", 
      "content_html": "<p>\u6700\u8fd1\u6296\u97f3\u4e0a\u5f88\u591a\u5173\u4e8e\u6bd4\u4e9a\u8fea\u4e2d\u79cb\u798f\u5229\u7684\u8ba8\u8bba\uff0c\u5927\u591a\u6570\u90fd\u5728\u8bf4\u6bd4\u4e9a\u8fea\u7684\u592a\u62a0\u641c\u4e86\uff08\u4e00\u4e2a\u793c\u76d2 \u91cc\u9762\u4e24\u4e2a\u6708\u997c\uff0c\u4e24\u76d2\u996e\u6599\uff09\n\u7ed3\u679c\u5bf9\u6bd4\u4e86\u4e00\u4e0b\u53cb\u5546\uff0c\u53d1\u73b0\u53cb\u5546\u66f4\u79bb\u8c31\u3002</p>\n<p>\u4e2a\u4eba\u89c1\u89e3\uff1a\n\u6296\u97f3\u4e0a\u7684\u5927\u591a\u662f\u804c\u5de5\u5f85\u9047\uff0c\u4e5f\u5c31\u662f\u6d41\u6c34\u7ebf\u5de5\u4eba\uff0c\u5927\u90e8\u5206\u6d41\u6c34\u7ebf\u798f\u5229\u5e94\u8be5\u90fd\u6bd4\u8f83\u5dee\n\u5f53\u7136\u80af\u5b9a\u662f\u6709\u52a0\u5f3a\u7684\u7a7a\u95f4\u7684\uff0c\u76ee\u524d\u770b\u6765\u5408\u8d44\u54c1\u724c\u8fd8\u662f\u8fc7\u5f97\u592a\u8212\u670d\u4e86\uff0c\u6bd4\u4e9a\u8fea\u51fa\u53e3\u589e\u901f\u5f88\u731b\uff0c\u7559\u7ed9\u5408\u8d44\u54c1\u724c\u7684\u65f6\u95f4\u4e0d\u591a\u4e86\u3002</p>\n<p>\u5229\u76ca\u4e0d\u76f8\u5173\uff0c\u672c\u4eba 22 \u6b3e 19 \u5bf8\u97ed\u83dc\u6781\u6c2a 001 \u8f66\u4e3b</p>\n<h1>\u6bd4\u4e9a\u8fea vs \u5176\u4ed6\u56fd\u4ea7\u54c1\u724c vs \u5408\u8d44\u54c1\u724c\uff1a\u5458\u5de5\u3001\u9500\u91cf\u4e0e\u7528\u5de5\u6a21\u5f0f\u5bf9\u6bd4</h1>\n<blockquote>\n<p><strong>\u53e3\u5f84\u8bf4\u660e</strong>\uff1a\u5458\u5de5\u6570\u4e3a 2025 \u5e74\u672b\u6216\u6700\u8fd1\u516c\u5f00\u62ab\u9732\u6570\u636e\uff1b\u9500\u91cf\u4e3a 2025 \u5e74\u6570\u636e\uff1b\u5408\u8d44\u54c1\u724c\u9500\u91cf\u591a\u4e3a\u6279\u53d1/\u7ec8\u7aef\u53e3\u5f84\u3002\u6b63\u5f0f\u5458\u5de5\u7edf\u8ba1\u901a\u5e38\u4e0d\u542b\u52b3\u52a1\u6d3e\u9063/\u5916\u5305\u4eba\u5458\uff0c\u56e0\u6b64\u6a2a\u5411\u6bd4\u8f83\u5458\u5de5\u6570\u65f6\u9700\u6ce8\u610f\u7edf\u8ba1\u53e3\u5f84\u5dee\u5f02\u3002</p>\n</blockquote>\n<hr/>\n<h2>\u4e00\u3001\u603b\u89c8\u5bf9\u6bd4</h2>\n<table>\n<thead>\n<tr>\n<th>\u5bf9\u6bd4\u9879</th>\n<th>\u6bd4\u4e9a\u8fea</th>\n<th>\u5176\u4ed6\u56fd\u4ea7\u54c1\u724c</th>\n<th>\u5408\u8d44\u54c1\u724c</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>\u4ee3\u8868\u4f01\u4e1a</strong></td>\n<td>\u6bd4\u4e9a\u8fea</td>\n<td>\u5409\u5229\u3001\u957f\u5b89\u3001\u5947\u745e\u3001\u957f\u57ce</td>\n<td>\u4e00\u6c7d-\u5927\u4f17\u3001\u4e0a\u6c7d\u5927\u4f17\u3001\u4e00\u6c7d\u4e30\u7530\u3001\u5e7f\u6c7d\u4e30\u7530\u3001\u4e1c\u98ce\u65e5\u4ea7</td>\n</tr>\n<tr>\n<td><strong>\u5458\u5de5\u89c4\u6a21</strong></td>\n<td><strong>86.96 \u4e07\u4eba</strong></td>\n<td>\u5409\u5229 <strong>7.30 \u4e07</strong>\uff1b\u957f\u57ce <strong>9.76 \u4e07</strong>\uff1b\u957f\u5b89/\u5947\u745e\u672a\u62ab\u9732\u53ef\u6bd4\u6570\u636e</td>\n<td>\u4e00\u6c7d-\u5927\u4f17 <strong>3.5 \u4e07</strong>\uff1b\u4e1c\u98ce\u65e5\u4ea7 <strong>1.2 \u4e07</strong>\uff1b\u5176\u4ed6\u591a\u672a\u62ab\u9732</td>\n</tr>\n<tr>\n<td><strong>2025 \u9500\u91cf</strong></td>\n<td><strong>460.24 \u4e07\u8f86</strong></td>\n<td>\u5409\u5229 <strong>302.5 \u4e07</strong>\uff1b\u957f\u5b89 <strong>291.3 \u4e07</strong>\uff1b\u5947\u745e <strong>280.6 \u4e07</strong>\uff1b\u957f\u57ce <strong>132.4 \u4e07</strong></td>\n<td>\u4e00\u6c7d-\u5927\u4f17 <strong>158.7 \u4e07</strong>\uff1b\u4e0a\u6c7d\u5927\u4f17 <strong>106 \u4e07</strong>\uff1b\u4e00\u6c7d\u4e30\u7530 <strong>80.6 \u4e07</strong>\uff1b\u5e7f\u6c7d\u4e30\u7530 <strong>75.6 \u4e07</strong>\uff1b\u4e1c\u98ce\u65e5\u4ea7 <strong>60.1 \u4e07</strong></td>\n</tr>\n<tr>\n<td><strong>\u4eba\u5747\u9500\u91cf</strong></td>\n<td>\u7ea6 <strong>5.3 \u8f86/\u4eba</strong></td>\n<td>\u5409\u5229\u7ea6 <strong>41.4</strong>\uff1b\u957f\u57ce\u7ea6 <strong>13.6</strong></td>\n<td>\u4e00\u6c7d-\u5927\u4f17\u7ea6 <strong>45.3</strong>\uff1b\u4e1c\u98ce\u65e5\u4ea7\u7ea6 <strong>50.1</strong></td>\n</tr>\n<tr>\n<td><strong>\u7528\u5de5\u6a21\u5f0f</strong></td>\n<td>\u6b63\u5f0f\u5de5\u4e3a\u4e3b\uff0c\u52b3\u52a1\u6d3e\u9063\u5de5\u5df2\u8f6c\u6b63\u5f0f\u5de5</td>\n<td>\u6b63\u5f0f\u5de5 + \u52b3\u52a1\u6d3e\u9063/\u5916\u5305</td>\n<td>\u5927\u91cf\u52b3\u52a1\u6d3e\u9063/\u5916\u5305\uff0c\u6b63\u5f0f\u5de5\u7cbe\u7b80</td>\n</tr>\n<tr>\n<td><strong>\u6838\u5fc3\u903b\u8f91</strong></td>\n<td>\u5782\u76f4\u6574\u5408\u3001\u5168\u4ea7\u4e1a\u94fe\u3001\u4eba\u6d77\u6218\u672f</td>\n<td>\u805a\u7126\u6838\u5fc3\u3001\u4f9b\u5e94\u94fe\u534f\u540c\u3001\u7075\u6d3b\u7528\u5de5</td>\n<td>\u6838\u5fc3\u5236\u9020 + \u5916\u5305\u3001\u9ad8\u81ea\u52a8\u5316\u3001\u4e1a\u52a1\u6536\u7f29</td>\n</tr>\n</tbody></table><hr/>\n<h2>\u4e8c\u3001\u5458\u5de5\u6570\u91cf\u4e3a\u4ec0\u4e48\u5dee\u8fd9\u4e48\u591a\uff1f</h2>\n<h3>1. \u6bd4\u4e9a\u8fea\uff1a\u5782\u76f4\u6574\u5408\u7684\u201c\u4eba\u6d77\u6218\u672f\u201d</h3>\n<ul>\n<li>2025 \u5e74\u672b\u5458\u5de5\u603b\u6570 <strong>86.96 \u4e07\u4eba</strong>\uff0c2024 \u5e74\u51c0\u589e <strong>26.54 \u4e07\u4eba</strong>\u3002</li>\n<li>\u7814\u53d1\u5de5\u7a0b\u5e08\u7ea6 <strong>12 \u4e07\u4eba</strong>\uff0c\u7814\u53d1\u4eba\u5458\u603b\u91cf <strong>12.77 \u4e07\u4eba</strong>\uff0c\u5360\u5168\u5458 **14.68%**\u3002</li>\n<li>\u81ea\u7814\u81ea\u4ea7\u7535\u6c60\u3001\u534a\u5bfc\u4f53\u3001\u7535\u673a\u7535\u63a7\uff0c\u751a\u81f3\u5ea7\u6905\u3001\u8f66\u706f\u3001\u7a7a\u8c03\u603b\u6210\u7b49\uff0c\u539f\u672c\u5c5e\u4e8e\u5916\u90e8\u4f9b\u5e94\u5546\u7684\u5c97\u4f4d\u88ab\u5185\u90e8\u5316\u3002</li>\n<li>\u7528\u5de5\u4e0a\uff0c\u6bd4\u4e9a\u8fea\u5df2\u63a8\u52a8 <strong>\u52b3\u52a1\u6d3e\u9063\u5de5\u5168\u90e8\u8f6c\u4e3a\u6b63\u5f0f\u5de5</strong>\uff0c\u5168\u9762\u5b9e\u65bd\u81ea\u4e3b\u62db\u8058\uff0c\u56e0\u6b64\u6b63\u5f0f\u5458\u5de5\u7edf\u8ba1\u53e3\u5f84\u672c\u8eab\u5c31\u66f4\u201c\u539a\u91cd\u201d\u3002</li>\n</ul>\n<h3>2. \u5176\u4ed6\u56fd\u4ea7\u54c1\u724c\uff1a\u805a\u7126\u4e0e\u6548\u7387\u4f18\u5148</h3>\n<ul>\n<li>\u5409\u5229\u6c7d\u8f66\u5458\u5de5 <strong>7.30 \u4e07\u4eba</strong>\uff0c\u957f\u57ce\u6c7d\u8f66 <strong>9.76 \u4e07\u4eba</strong>\uff0c\u8fdc\u5c0f\u4e8e\u6bd4\u4e9a\u8fea\u3002</li>\n<li>\u5236\u9020\u73af\u8282\u81ea\u52a8\u5316\u7a0b\u5ea6\u8f83\u9ad8\uff0c\u6709\u81ea\u4e3b\u54c1\u724c\u5de5\u5382\u4eba\u6570\u4e0d\u5230 <strong>7000 \u4eba</strong>\uff0c\u663e\u8457\u964d\u4f4e\u4e00\u7ebf\u64cd\u4f5c\u5de5\u4f9d\u8d56\u3002</li>\n<li>\u4e1a\u52a1\u8fb9\u754c\u66f4\u6e05\u6670\uff1a\u805a\u7126\u6574\u8f66\u7814\u53d1\u3001\u5236\u9020\u548c\u9500\u552e\uff0c\u5927\u91cf\u96f6\u90e8\u4ef6\u4ea4\u7531\u5916\u90e8\u4f9b\u5e94\u94fe\u5b8c\u6210\u3002</li>\n</ul>\n<h3>3. \u5408\u8d44\u54c1\u724c\uff1a\u6536\u7f29\u3001\u8f6c\u578b\u4e0e\u5916\u5305</h3>\n<ul>\n<li>\u636e\u5bf9 12 \u5bb6\u4e3b\u6d41\u5408\u8d44\u8f66\u4f01\u7684\u7edf\u8ba1\uff0c\u7528\u5de5\u89c4\u6a21\u4ece\u5386\u53f2\u5cf0\u503c\u7ea6 <strong>21.1 \u4e07\u4eba</strong> \u964d\u81f3 2025 \u5e74\u7ea6 <strong>11.7 \u4e07\u4eba</strong>\uff0c**\u964d\u5e45\u63a5\u8fd1 45%**\u3002</li>\n<li>\u56fd\u4ea7\u65b0\u80fd\u6e90\u5d1b\u8d77\u51b2\u51fb\u71c3\u6cb9\u8f66\u57fa\u672c\u76d8\uff0c\u5408\u8d44\u54c1\u724c\u5e02\u573a\u4efd\u989d\u840e\u7f29\uff0c\u88ab\u52a8\u51cf\u5458\u3002</li>\n<li>\u7535\u52a8\u5316\u8f6c\u578b\u6ede\u540e\uff0c\u65b0\u4ea7\u80fd\u548c\u65b0\u5c97\u4f4d\u751f\u6210\u7f13\u6162\u3002</li>\n<li>\u5236\u9020\u81ea\u52a8\u5316\u6c34\u5e73\u8f83\u9ad8\uff0c\u4e14\u66f4\u503e\u5411\u4e8e\u5c06\u975e\u6838\u5fc3\u4e1a\u52a1\u5916\u5305\uff0c\u76f4\u63a5\u96c7\u4f63\u5458\u5de5\u6570\u91cf\u76f8\u5bf9\u7cbe\u7b80\u3002</li>\n</ul>\n<hr/>\n<h2>\u4e09\u3001\u9500\u91cf\u5bf9\u6bd4</h2>\n<h3>1. \u6bd4\u4e9a\u8fea</h3>\n<ul>\n<li>2025 \u5e74\u9500\u91cf <strong>460.24 \u4e07\u8f86</strong>\uff0c\u540c\u6bd4 **+7.73%**\uff0c\u9996\u6b21\u8dfb\u8eab\u5168\u7403\u8f66\u4f01\u96c6\u56e2\u9500\u91cf\u524d\u4e94\u3002</li>\n<li>\u7eaf\u7535\u8f66\u578b\u9500\u91cf <strong>225.67 \u4e07\u8f86</strong>\uff0c\u9996\u6b21\u8d85\u8d8a\u7279\u65af\u62c9\uff08 163.6 \u4e07\u8f86\uff09\uff0c\u767b\u9876\u5168\u7403\u7eaf\u7535\u5e74\u5ea6\u9500\u51a0\u3002</li>\n<li>\u63d2\u6df7\u8f66\u578b <strong>228.87 \u4e07\u8f86</strong>\uff0c\u4e0e\u7eaf\u7535\u51e0\u4e4e\u5404\u5360\u4e00\u534a\u3002</li>\n<li>\u6d77\u5916\u9500\u91cf\u9996\u6b21\u7a81\u7834 <strong>100 \u4e07\u8f86</strong>\uff0c\u540c\u6bd4\u66b4\u589e **145%**\u3002</li>\n</ul>\n<h3>2. \u5176\u4ed6\u56fd\u4ea7\u54c1\u724c</h3>\n<table>\n<thead>\n<tr>\n<th>\u54c1\u724c</th>\n<th>2025 \u9500\u91cf</th>\n<th>\u540c\u6bd4</th>\n<th>\u5173\u952e\u70b9</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u5409\u5229\u6c7d\u8f66</td>\n<td><strong>302.5 \u4e07\u8f86</strong></td>\n<td>+39%</td>\n<td>\u65b0\u80fd\u6e90 168.8 \u4e07\u8f86\uff0c\u540c\u6bd4 +90%\uff1b\u5409\u5229\u94f6\u6cb3 123.6 \u4e07\u8f86</td>\n</tr>\n<tr>\n<td>\u957f\u5b89\u6c7d\u8f66</td>\n<td><strong>291.3 \u4e07\u8f86</strong></td>\n<td>+8.5%</td>\n<td>\u65b0\u80fd\u6e90 110.9 \u4e07\u8f86\uff0c\u540c\u6bd4 +51%</td>\n</tr>\n<tr>\n<td>\u5947\u745e\u96c6\u56e2</td>\n<td><strong>280.6 \u4e07\u8f86</strong></td>\n<td>+7.8%</td>\n<td>\u51fa\u53e3 134.4 \u4e07\u8f86\uff0c\u8749\u8054\u4e2d\u56fd\u6c7d\u8f66\u51fa\u53e3\u7b2c\u4e00</td>\n</tr>\n<tr>\n<td>\u957f\u57ce\u6c7d\u8f66</td>\n<td><strong>132.4 \u4e07\u8f86</strong></td>\n<td>+7.33%</td>\n<td>20 \u4e07\u5143\u4ee5\u4e0a\u8f66\u578b 53.4 \u4e07\u8f86\uff0c\u5360\u6bd4\u5347\u81f3 41%\uff1b\u6d77\u5916 50.68 \u4e07\u8f86</td>\n</tr>\n</tbody></table><h3>3. \u5408\u8d44\u54c1\u724c</h3>\n<table>\n<thead>\n<tr>\n<th>\u54c1\u724c</th>\n<th>2025 \u9500\u91cf</th>\n<th>\u5173\u952e\u70b9</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u4e00\u6c7d-\u5927\u4f17</td>\n<td><strong>158.7 \u4e07\u8f86</strong></td>\n<td>\u8749\u8054\u5408\u8d44\u8f66\u4f01\u9500\u91cf\u7b2c\u4e00\u3001\u71c3\u6cb9\u8f66\u9500\u91cf\u7b2c\u4e00\u201c\u53cc\u51a0\u519b\u201d</td>\n</tr>\n<tr>\n<td>\u4e0a\u6c7d\u5927\u4f17</td>\n<td><strong>106 \u4e07\u8f86</strong></td>\n<td>\u5927\u4f17\u54c1\u724c\u8749\u8054\u5408\u8d44\u5355\u4e00\u54c1\u724c\u9500\u51a0</td>\n</tr>\n<tr>\n<td>\u4e00\u6c7d\u4e30\u7530</td>\n<td><strong>80.6 \u4e07\u8f86</strong></td>\n<td>\u8fde\u7eed\u4e09\u5e74\u6b63\u589e\u957f\uff0c\u9ad8\u7aef\u8f66\u578b\u5360\u6bd4 61%</td>\n</tr>\n<tr>\n<td>\u5e7f\u6c7d\u4e30\u7530</td>\n<td><strong>75.6 \u4e07\u8f86</strong></td>\n<td>\u96f6\u552e\u5fae\u589e\uff0c\u7eaf\u7535\u94c2\u667a 3X \u9500\u91cf 7 \u4e07\u8f86\uff0c\u5360\u6bd4\u8d85 9%</td>\n</tr>\n<tr>\n<td>\u4e1c\u98ce\u65e5\u4ea7</td>\n<td><strong>60.1 \u4e07\u8f86</strong></td>\n<td>\u540c\u6bd4\u4e0b\u6ed1\u7ea6 5%\uff0c\u8fde\u7eed\u7b2c\u4e03\u5e74\u4e0b\u6ed1\uff1b\u8f69\u9038\u4ecd\u662f\u4e3b\u529b\uff0cN7 \u7d2f\u8ba1\u8d85 5 \u4e07\u8f86</td>\n</tr>\n</tbody></table><hr/>\n<h2>\u56db\u3001\u7528\u5de5\u6a21\u5f0f\uff1a\u52b3\u52a1\u6d3e\u9063 vs \u52b3\u52a1\u5916\u5305</h2>\n<h3>1. \u6982\u5ff5\u533a\u522b</h3>\n<ul>\n<li><strong>\u52b3\u52a1\u6d3e\u9063</strong>\uff1a\u8f6c\u79fb\u7684\u662f\u201c\u4eba\u201d\u3002\u5458\u5de5\u4e0e\u52b3\u52a1\u516c\u53f8\u7b7e\u5408\u540c\uff0c\u4f46\u5728\u7528\u5de5\u5355\u4f4d\u73b0\u573a\u5de5\u4f5c\uff0c\u7531\u7528\u5de5\u5355\u4f4d\u76f4\u63a5\u7ba1\u7406\u3002</li>\n<li><strong>\u52b3\u52a1\u5916\u5305</strong>\uff1a\u8f6c\u79fb\u7684\u662f\u201c\u4e8b\u201d\u3002\u4f01\u4e1a\u8d2d\u4e70\u627f\u5305\u65b9\u5b8c\u6210\u7684\u5de5\u4f5c\u6210\u679c\uff0c\u627f\u5305\u65b9\u81ea\u884c\u7ba1\u7406\u5458\u5de5\u3002</li>\n</ul>\n<p>\u5b9e\u9645\u8f66\u4f01\u4e00\u7ebf\u7528\u5de5\u4e2d\uff0c\u5f88\u591a\u5f62\u5f0f\u66f4\u63a5\u8fd1<strong>\u52b3\u52a1\u6d3e\u9063</strong>\uff0c\u4f46\u5185\u90e8\u5e38\u7b3c\u7edf\u79f0\u4e3a\u201c\u5916\u5305\u201d\u3002</p>\n<h3>2. \u6bd4\u4e9a\u8fea\uff1a\u884c\u4e1a\u4e2d\u7684\u201c\u5168\u6b63\u5f0f\u5de5\u201d\u7279\u4f8b</h3>\n<ul>\n<li>\u5b98\u65b9\u4fe1\u606f\u663e\u793a\uff0c\u6bd4\u4e9a\u8fea\u5df2\u4fc3\u6210 <strong>\u52b3\u52a1\u6d3e\u9063\u5de5\u5168\u90e8\u8f6c\u53d8\u4e3a\u6b63\u5f0f\u5de5</strong>\uff0c\u5e76\u5168\u9762\u5b9e\u65bd\u81ea\u4e3b\u62db\u8058\u3002</li>\n<li>\u516c\u5f00\u62ab\u9732\u5458\u5de5\u6570\u636e\u5747\u4e3a\u6b63\u5f0f\u5458\u5de5\uff0c\u4e0d\u5305\u542b\u5927\u91cf\u5916\u5305\u6216\u6d3e\u9063\u4eba\u5458\u3002</li>\n<li>\u8fd1 87 \u4e07\u5458\u5de5\u4e2d\uff0c\u7edd\u5927\u591a\u6570\u76f4\u63a5\u7b7e\u8ba2\u52b3\u52a8\u5408\u540c\u3002</li>\n</ul>\n<h3>3. \u5408\u8d44\u54c1\u724c\uff1a\u52b3\u52a1\u6d3e\u9063\u957f\u671f\u4e14\u666e\u904d</h3>\n<ul>\n<li><strong>\u5e7f\u6c7d\u4e30\u7530</strong>\uff1a2023 \u5e74\u88c1\u5458\u7ea6 1000 \u4eba\uff0c\u5b98\u65b9\u660e\u786e\u5bf9\u8c61\u4e3a <strong>\u52b3\u52a1\u6d3e\u9063\u5458\u5de5</strong>\uff0c\u672a\u6d89\u53ca\u6b63\u5f0f\u5458\u5de5\uff1b\u622a\u81f3 2022 \u5e74\u5e95\uff0c1.9 \u4e07\u540d\u5458\u5de5\u4e2d\u6709\u8d85\u8fc7 <strong>1800 \u540d</strong> \u6d3e\u9063\u4eba\u5458\u3002</li>\n<li><strong>\u5e7f\u6c7d\u672c\u7530</strong>\uff1a2023 \u5e74\u5e95\u7ec8\u6b62\u7ea6 <strong>900 \u540d</strong> \u52b3\u52a1\u6d3e\u9063\u5458\u5de5\u5408\u540c\uff0c\u5b98\u65b9\u5f3a\u8c03\u201c\u4ec5\u4e3a\u52b3\u52a1\u6d3e\u9063\u4eba\u5458\u5e76\u975e\u6b63\u5f0f\u5458\u5de5\u201d\u3002</li>\n<li><strong>\u4e0a\u6c7d\u5927\u4f17</strong>\uff1a2011 \u5e74\u6570\u636e\u663e\u793a\uff0c\u751f\u4ea7\u4e00\u7ebf\u52b3\u52a1\u6d3e\u9063\u5458\u5de5\u5360\u6bd4\u9ad8\u8fbe **55.6%**\u3002</li>\n<li><strong>\u4e1c\u98ce\u65e5\u4ea7</strong>\uff1a\u62db\u8058\u4fe1\u606f\u66fe\u660e\u786e\uff0c\u81ea 2017 \u5e74\u8d77\u8fdb\u5165\u7684\u6280\u80fd\u5458\u5747\u4ee5 <strong>\u52b3\u52a1\u6d3e\u9063</strong> \u4f5c\u4e3a\u7528\u5de5\u5f62\u5f0f\u3002</li>\n</ul>\n<h3>4. \u5176\u4ed6\u81ea\u4e3b\u54c1\u724c\uff1a\u540c\u6837\u4f9d\u8d56\u7075\u6d3b\u7528\u5de5</h3>\n<ul>\n<li><strong>\u5409\u5229</strong>\uff1a\u62db\u6807\u516c\u544a\u663e\u793a\u957f\u671f\u901a\u8fc7\u5916\u5305\u62db\u8058\u5c0f\u65f6\u5de5\uff0c\u9884\u4f30\u4eba\u6570\u8fbe <strong>15000 \u4eba</strong>\uff1b\u65b0\u5458\u5de5\u5165\u804c\u524d 3 \u4e2a\u6708\u5c5e\u4e8e\u5916\u5305\u516c\u53f8\uff0c\u4e4b\u540e\u6309\u540d\u989d\u8f6c\u4e3a\u6b63\u5f0f\u5de5\u3002</li>\n<li><strong>\u957f\u57ce</strong>\uff1a\u6709\u5185\u90e8\u5458\u5de5\u79f0\u4ea7\u7ebf\u201c\u51e0\u4e4e\u5168\u662f\u52b3\u52a1\u6d3e\u9063\u201d\uff0c\u6d3e\u9063\u5458\u5de5\u5728\u798f\u5229\u3001\u793e\u4fdd\u7b49\u65b9\u9762\u4e0e\u6b63\u5f0f\u5de5\u5b58\u5728\u5dee\u8ddd\u3002</li>\n</ul>\n<h3>5. \u884c\u4e1a\u6574\u4f53\u6570\u636e</h3>\n<ul>\n<li>\u5236\u9020\u4e1a\u7528\u5de5\u4e2d\uff0c\u6d3e\u9063\u5de5\u5360\u6bd4\u7ea6 **33.4%**\u3002</li>\n<li>\u957f\u4e09\u89d2\u3001\u73e0\u4e09\u89d2\u7528\u5de5\u65fa\u5b63\uff0c\u6d3e\u9063\u6bd4\u4f8b\u751a\u81f3\u53ef\u8fbe <strong>\u4e09\u5206\u4e4b\u4e8c</strong>\u3002</li>\n<li>\u8f66\u4f01\u751f\u4ea7\u90e8\u95e8\u975e\u6b63\u5f0f\u5de5\u6bd4\u4f8b\u666e\u904d\u5728 **40%\u201450%**\u3002</li>\n<li>\u65b0\u80fd\u6e90\u6c7d\u8f66\u4e00\u7ebf\u5de5\u4eba\u4e2d\uff0c\u4e34\u65f6\u5de5\u6bd4\u4f8b\u751a\u81f3\u8d85\u8fc7 **60%**\u3002</li>\n</ul>\n<hr/>\n<h2>\u4e94\u3001\u628a\u5458\u5de5\u548c\u9500\u91cf\u653e\u5728\u4e00\u8d77\u770b</h2>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u5f0f</th>\n<th>\u4ee3\u8868</th>\n<th>\u5458\u5de5\u89c4\u6a21</th>\n<th>\u6838\u5fc3\u903b\u8f91</th>\n<th>\u4ee3\u4ef7/\u4f18\u52bf</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>\u5782\u76f4\u6574\u5408</strong></td>\n<td>\u6bd4\u4e9a\u8fea</td>\n<td><strong>\u7ea6 87 \u4e07</strong></td>\n<td>\u5168\u4ea7\u4e1a\u94fe\u901a\u5403\uff0c\u7528\u5de5\u5185\u90e8\u5316</td>\n<td>\u4eba\u5747\u9500\u91cf\u4f4e\uff0c\u4f46\u4ea7\u4e1a\u94fe\u81ea\u4e3b\u53ef\u63a7\uff0c\u6838\u5fc3\u5229\u6da6\u5185\u90e8\u5316</td>\n</tr>\n<tr>\n<td><strong>\u805a\u7126\u6838\u5fc3 + \u7075\u6d3b\u7528\u5de5</strong></td>\n<td>\u5409\u5229\u3001\u957f\u57ce\u7b49</td>\n<td><strong>\u7ea6 7\u201410 \u4e07\u6b63\u5f0f\u5de5</strong></td>\n<td>\u805a\u7126\u6574\u8f66\u73af\u8282\uff0c\u5927\u91cf\u4f7f\u7528\u6d3e\u9063/\u5916\u5305</td>\n<td>\u6548\u7387\u8f83\u9ad8\uff0c\u7528\u5de5\u5f39\u6027\u5f3a\uff0c\u4f46\u6838\u5fc3\u73af\u8282\u81ea\u4e3b\u6027\u5f31\u4e8e\u6bd4\u4e9a\u8fea</td>\n</tr>\n<tr>\n<td><strong>\u7cbe\u7b80 + \u5916\u5305</strong></td>\n<td>\u5408\u8d44\u54c1\u724c</td>\n<td><strong>\u7ea6 1\u20144 \u4e07</strong></td>\n<td>\u6838\u5fc3\u5236\u9020 + \u4f9b\u5e94\u94fe\u5916\u5305 + \u9ad8\u81ea\u52a8\u5316</td>\n<td>\u4eba\u5747\u9500\u91cf\u9ad8\uff0c\u4f46\u4f9d\u8d56\u71c3\u6cb9\u8f66\u57fa\u672c\u76d8\uff0c\u8f6c\u578b\u7a7a\u95f4\u6709\u9650</td>\n</tr>\n</tbody></table><p><strong>\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a</strong></p>\n<ul>\n<li><strong>\u6bd4\u4e9a\u8fea</strong>\uff1a\u7528\u201c\u4eba\u7684\u539a\u5ea6\u201d\u6362\u201c\u4ea7\u4e1a\u94fe\u7684\u539a\u5ea6\u201d\u3002</li>\n<li><strong>\u5176\u4ed6\u56fd\u4ea7\u54c1\u724c</strong>\uff1a\u7528\u201c\u805a\u7126 + \u5f39\u6027\u201d\u6362\u6548\u7387\u3002</li>\n<li><strong>\u5408\u8d44\u54c1\u724c</strong>\uff1a\u7528\u201c\u7cbe\u7b80 + \u5916\u5305\u201d\u5b88\u5b58\u91cf\uff0c\u4f46\u8f6c\u578b\u538b\u529b\u6700\u5927\u3002</li>\n</ul>\n<hr/>\n<h2>\u9644\uff1a\u5c0f\u7c73\u6c7d\u8f66\u4f5c\u4e3a\u65b0\u52bf\u529b\u53c2\u7167</h2>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6</th>\n<th>\u6570\u636e</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u7814\u53d1\u56e2\u961f</td>\n<td>\u8fd1 <strong>10,000 \u4eba</strong></td>\n</tr>\n<tr>\n<td>\u667a\u80fd\u9a7e\u9a76\u56e2\u961f</td>\n<td>\u8d85 <strong>1,800 \u4eba</strong>\uff08\u542b\u535a\u58eb 108 \u4eba\uff09</td>\n</tr>\n<tr>\n<td>\u5b89\u5168\u76f8\u5173\u56e2\u961f</td>\n<td>\u8d85 <strong>3,500 \u4eba</strong></td>\n</tr>\n<tr>\n<td>\u5de5\u5382\u5458\u5de5</td>\n<td>\u7ea6 <strong>800\u20141,000 \u4eba/\u73ed</strong></td>\n</tr>\n<tr>\n<td>\u5317\u4eac\u4e3b\u4f53\u793e\u4fdd\u53c2\u4fdd\u4eba\u6570</td>\n<td><strong>4,864 \u4eba</strong></td>\n</tr>\n<tr>\n<td>\u4e0a\u6d77\u5206\u516c\u53f8\u793e\u4fdd\u53c2\u4fdd\u4eba\u6570</td>\n<td><strong>1,771 \u4eba</strong></td>\n</tr>\n<tr>\n<td>\u6a21\u5f0f\u7279\u70b9</td>\n<td>\u540e\u53d1\u5207\u5165\uff0c\u91cd\u7814\u53d1\u3001\u8f7b\u5236\u9020\uff0c\u9ad8\u5ea6\u81ea\u52a8\u5316\uff0c\u4f9b\u5e94\u94fe\u534f\u540c</td>\n</tr>\n</tbody></table><p>\u5c0f\u7c73\u6c7d\u8f66\u4ee3\u8868\u7684\u662f\u53e6\u4e00\u79cd\u903b\u8f91\uff1a<strong>\u4e0d\u8ffd\u6c42\u62e5\u6709\u6574\u6761\u4ea7\u4e1a\u94fe\uff0c\u800c\u662f\u8ffd\u6c42\u5728\u5b9a\u4e49\u4ea7\u54c1\u7684\u5173\u952e\u6280\u672f\u4e0a\u62e5\u6709\u6700\u5f3a\u7684\u5927\u8111\u3002</strong></p>\n", 
      "date_published": "2026-09-24T08:56:03+00:00", 
      "title": "\u53d1\u73b0 BYD \u4e00\u4e9b\u6709\u610f\u601d\u7684\u70b9", 
      "id": "https://www.v2ex.com/t/1244611"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/voluntad", 
        "name": "voluntad", 
        "avatar": "https://cdn.v2ex.com/gravatar/a5a53236c7f3162618a01bb720d5a9af?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244578", 
      "title": "1password \u65b0\u7528\u6237\u7eed\u8d39\u9996\u5e74 50% \u4f18\u60e0\u7801", 
      "id": "https://www.v2ex.com/t/1244578", 
      "date_published": "2026-09-24T07:44:46+00:00", 
      "content_html": "1 \u3001\u8d77\u56e0<br />\u4e4b\u524d\u4e00\u76f4\u901a\u8fc7\u571f\u533a Apple \u8ba2\u9605 1Password \uff0c\u5e74\u8d39 499 \u91cc\u62c9\u3002\u4eca\u5929\u6536\u5230\u90ae\u4ef6\uff0c\u5230\u671f\u540e\u7eed\u8d39\u8981\u6da8\u5230 1999 \u91cc\u62c9\u4e00\u5e74\uff0c\u76f4\u63a5\u53d8\u6210\u539f\u6765\u7684\u56db\u500d\uff0c\u53ea\u597d\u53e6\u627e\u7eed\u8d39\u7684\u8def\u5b50\u3002<br /> <br /> <a target=\"_blank\" href=\"https://i.imgur.com/hvS0HVE.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/hvS0HVE.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br />2 \u3001\u8fc7\u7a0b<br />\u4e4b\u524d\u542c\u8bf4\u8fc7\u201c\u65b0\u5efa\u8d26\u53f7\u4eab\u9996\u5e74\u4f18\u60e0\uff0c\u518d\u628a\u65e7\u8d26\u53f7\u6570\u636e\u8fc1\u8fc7\u53bb\u201d\u7684\u65b9\u6cd5\uff0c\u8fc1\u79fb\u4e5f\u4e0d\u590d\u6742\u3002<br />\u61d2\u5f97\u81ea\u5df1\u6328\u4e2a\u627e\u4f18\u60e0\u7801\uff0c\u5c31\u628a\u65b9\u5411\u544a\u8bc9 GPT \uff0c\u8ba9\u5b83\u641c\u7d22\u7f51\u4e0a\u7684\u4f18\u60e0\u7801\uff0c\u518d\u9010\u4e2a\u6253\u5f00\u5b98\u65b9\u6ce8\u518c\u9875\u9a8c\u8bc1\u3002\u6700\u540e\u6d4b\u8bd5\u4e86 19 \u4e2a\u7801\uff0c\u8fd8\u771f\u627e\u5230\u4e86\u4e00\u4e2a\u80fd\u7528\u7684\u4e94\u6298\u7801\uff1aCYBER25 \u3002<br />\u6ce8\u518c\u94fe\u63a5\uff1a<br /><a target=\"_blank\" href=\"https://start.1password.com/sign-up?c=CYBER25\" rel=\"nofollow noopener\">https://start.1password.com/sign-up?c=CYBER25</a><br /><br />3 \u3001\u7ed3\u679c<br />\u5df2\u7ecf\u6ce8\u518c\u65b0\u8d26\u53f7\u3001\u7ed1\u5b9a\u652f\u4ed8\u65b9\u5f0f\uff0c\u4eb2\u6d4b\u4f18\u60e0\u751f\u6548\u3002\u4e2a\u4eba\u7248\u9996\u5e74\u4e94\u6298\uff0c\u7ea6 24 \u7f8e\u5143\uff0c\u6298\u5408\u4eba\u6c11\u5e01 160 \u5143\u5de6\u53f3\uff0c\u5177\u4f53\u4ee5\u7ed3\u8d26\u91d1\u989d\u4e3a\u51c6\u3002<br />\u5148\u628a\u4f18\u60e0\u62ff\u4e0b\uff0c\u7b49\u56fd\u5e86\u540e\u518d\u8fc1\u79fb\u6570\u636e\u3002\u51c6\u5907\u4e0b\u73ed\u4e86 \ud83d\ude02<br /> <a target=\"_blank\" href=\"https://i.imgur.com/8kvSHqw.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/8kvSHqw.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/LittleOrangeCat", 
        "name": "LittleOrangeCat", 
        "avatar": "https://cdn.v2ex.com/avatar/e765/5c5f/627953_large.png?m=1786513871"
      }, 
      "url": "https://www.v2ex.com/t/1244565", 
      "title": "\u767e\u5ea6\u642d\u5b50\u514d\u8d39\u5496\u5561\u7ec4\u961f", 
      "id": "https://www.v2ex.com/t/1244565", 
      "date_published": "2026-09-24T07:08:04+00:00", 
      "content_html": "888 \u6700\u8fd1\u6316\u5230\u4e00\u4e2a\u7edd\u4f73\u7684 AI \u529e\u516c\u642d\u5b50 DuMate \uff0c\u5904\u7406\u6587\u6863\u548c\u6742\u4e8b\u7edd\u5bf9\u662f\u63d0\u6548\u795e\u5668\uff01\u8d70\u6211\u7684\u4e13\u5c5e\u94fe\u63a5\uff0c\u54b1\u4fe9\u5404\u9886\u4e00\u5f20\u661f\u5df4\u514b\u4e2d\u676f\u5496\u5561\u5238\uff0c\u4e00\u8d77\u4f53\u9a8c\u51c6\u70b9\u4e0b\u73ed\u7684\u5feb\u4e50\uff1a <a target=\"_blank\" href=\"https://www.dumate.cn/activity/starbucks?dutoken=3.s%3A%2F%C2%A5%5Em%24Dj3enxa%23%5E%25&amp;track=1063479p&amp;sa=dialog_command\" rel=\"nofollow noopener\">https://www.dumate.cn/activity/starbucks?dutoken=3.s%3A%2F%C2%A5%5Em%24Dj3enxa%23%5E%25&amp;track=1063479p&amp;sa=dialog_command</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/agentd", 
        "name": "agentd", 
        "avatar": "https://cdn.v2ex.com/avatar/2fc1/5950/472493_large.png?m=1584500692"
      }, 
      "url": "https://www.v2ex.com/t/1244505", 
      "title": "Anthropic \u7684\u957f\u671f\u5229\u76ca\u4fe1\u6258\u771f\u80fd\u4fdd\u62a4\u4eba\u7c7b\u5229\u76ca\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1244505", 
      "date_published": "2026-09-24T04:21:36+00:00", 
      "content_html": "<p>\u300c\u4eba\u5de5\u667a\u80fd\u6709\u671b\u6210\u4e3a\u8fd9\u4e2a\u65f6\u4ee3\u6700\u5177\u53d8\u9769\u6027\u7684\u6280\u672f\u4e4b\u4e00\u3002\u516c\u53f8\u6cbb\u7406\u80fd\u4e0d\u80fd\u8ddf\u7740\u6f14\u8fdb\uff0c\u786e\u4fdd\u5b83\u88ab\u5b89\u5168\u3001\u8d1f\u8d23\u5730\u5f00\u53d1\uff1f\u300d\u8fd9\u662f 2023 \u5e74\u51e0\u4f4d\u5f8b\u5e08\u5728\u54c8\u4f5b\u6cd5\u5b66\u9662\u516c\u53f8\u6cbb\u7406\u8bba\u575b\u4e0a\u4ecb\u7ecd Anthropic \u957f\u671f\u5229\u76ca\u4fe1\u6258\uff08 LTBT \uff09\u7684\u5f00\u5934\uff0c\u4ed6\u4eec\u6b63\u662f\u66ff Anthropic \u8bbe\u8ba1\u8fd9\u5957\u7ed3\u6784\u7684\u5916\u90e8\u5f8b\u5e08\u3002\u6309\u4ed6\u4eec\u7684\u8bf4\u6cd5\uff0c\u521b\u59cb\u4eba\u76f8\u4fe1 AI \u5f88\u5feb\u4f1a\u62e5\u6709\u5de8\u5927\u7684\u529b\u91cf\uff0c\u800c\u5f00\u53d1 AI \u7684\u516c\u53f8\u8fd8\u6ca1\u6709\u50cf\u5176\u4ed6\u5f3a\u5927\u6280\u672f\u90a3\u6837\uff0c\u53d7\u5230\u5916\u90e8\u6cd5\u5f8b\u548c\u89c4\u8303\u7684\u7ea6\u675f\uff1b AI \u7684\u5b89\u5168\u548c\u793e\u4f1a\u6548\u76ca\uff0c\u53c8\u4e0e\u5229\u6da6\u3001\u5546\u4e1a\u6210\u529f\u76f8\u8f85\u76f8\u6210\u3002\u6240\u4ee5\u8981\u8bbe\u8ba1\u4e00\u5957\u6cd5\u5f8b\u7ed3\u6784\uff0c\u65e2\u8ba9\u516c\u53f8\u5bf9\u5b89\u5168\u8d1f\u8d23\uff0c\u53c8\u80fd\u7ed9\u6295\u8d44\u8005\u5e26\u6765\u56de\u62a5\u3002\u8fd9\u4e2a\u4fe1\u6258\uff0c\u5c31\u662f\u4ed6\u4eec\u7ed9\u51fa\u7684\u7b54\u6848\u3002</p>\n<p>\u8bf4\u6cd5\u5f88\u597d\u542c\u3002\u53ef\u4eca\u5e74 8 \u6708 4 \u65e5\uff0cAnthropic \u65b0\u8bbe\u9996\u5e2d\u5168\u7403\u4e8b\u52a1\u5b98\uff0c\u8bf7\u6765\u7684\u6b63\u662f\u8fd9\u4e2a\u4fe1\u6258\u7684\u53d7\u6258\u4eba\u4e4b\u4e00\u3001\u524d\u52a0\u5dde\u6700\u9ad8\u6cd5\u9662\u5927\u6cd5\u5b98 Cu\u00e9llar \u3002\u4ed6\u4ece\u76d1\u7763\u8fd9\u5bb6\u516c\u53f8\u7684\u673a\u6784\uff0c\u76f4\u63a5\u8fdb\u4e86\u8fd9\u5bb6\u516c\u53f8\u7684\u7ba1\u7406\u5c42\uff0c\u524d\u540e\u53ea\u9694\u4e86\u516d\u4e2a\u534a\u6708\uff0c\u516c\u544a\u91cc\u4e00\u4e2a\u5b57\u6ca1\u63d0\u5229\u76ca\u51b2\u7a81\u3002\u8fd9\u4e2a\u53f7\u79f0\u66ff\u5168\u4eba\u7c7b\u7684\u957f\u671f\u5229\u76ca\u770b\u4f4f Anthropic \u7684\u4fe1\u6258\uff0c\u624b\u91cc\u5230\u5e95\u6709\u4ec0\u4e48\u6743\u529b\uff0c\u8c01\u53c8\u80fd\u628a\u5b83\u62ff\u8d70\uff1f</p>\n<p>\u6211\u8bfb\u4e86 Anthropic \u5728\u7279\u62c9\u534e\u5907\u6848\u7684 26 \u9875\u6ce8\u518c\u8bc1\u4e66\uff0c\u548c\u90a3\u51e0\u4f4d\u5f8b\u5e08\u5199\u7684\u8bf4\u660e\u3002\u5148\u8bf4\u7b54\u6848\uff1a\u5b83\u80fd\u589e\u52a0\u6469\u64e6\uff0c\u4f46\u4fdd\u8bc1\u4e0d\u4e86\u4ec0\u4e48\u3002\u7406\u7531\u6709\u4e94\u6761\uff1a</p>\n<ul>\n<li>Anthropic \u5b98\u7f51\u8bf4\uff0c\u80a1\u4e1c\u51d1\u591f\u8d85\u7ea7\u591a\u6570\uff0c\u4e0d\u7528\u53d7\u6258\u4eba\u540c\u610f\u5c31\u80fd\u4fee\u6539\u4fe1\u6258\u3002\u8fd9\u6761\u8def\u5728\u8bc1\u4e66\u91cc\u8d70\u4e0d\u901a\uff1a\u8981\u6539\u90a3\u4e2a\u95e8\u69db\uff0c\u9664\u4e86\u80a1\u4e1c\u7968\u548c 75% \u7684\u8463\u4e8b\u7968\uff0c\u8fd8\u5f97\u4fe1\u6258\u672c\u8eab\u70b9\u5934\u3002\u8d77\u8349\u5f8b\u5e08\u81ea\u5df1\u5199\u8fc7\uff0c\u4e09\u4efd\u6cbb\u7406\u6587\u4ef6\u5171\u7528\u4e00\u5957\u4fee\u6539\u6d41\u7a0b\uff0c\u5176\u4e2d\u4e00\u6761\u8def\u4e0d\u9700\u8981\u53d7\u6258\u4eba\u540c\u610f\uff0c\u4ed6\u4eec\u7ba1\u5b83\u53eb failsafe \u3002\u4e09\u4efd\u6587\u4ef6\u91cc\u516c\u4f17\u80fd\u8bfb\u5230\u7684\u53ea\u6709\u8bc1\u4e66\uff0c\u6240\u4ee5\u8fd9\u4e2a\u5f00\u5173\u53ea\u80fd\u5199\u5728 2023 \u5e74\u4ee5\u6765\u4e00\u4e2a\u5b57\u90fd\u6ca1\u516c\u5f00\u8fc7\u7684\u4fe1\u6258\u534f\u8bae\u91cc\u3002</li>\n<li>\u8fd9\u4e2a\u95e8\u69db\u5c31\u5199\u5728\u8bc1\u4e66\u91cc\uff1a85% \u7684\u8868\u51b3\u6743\uff0c\u6216\u8005\u7531\u521b\u59cb\u4eba\u3001A \u8f6e\u3001\u5176\u4ed6\u6709\u8868\u51b3\u6743\u7684\u4f18\u5148\u80a1\u5206\u522b\u901a\u8fc7\u3002\u5b98\u65b9\u4ece\u6ca1\u516c\u5e03\u8fc7\uff0c\u54c8\u4f5b\u6cd5\u5b66\u9662\u90a3\u7bc7\u4e13\u95e8\u7814\u7a76\u8fd9\u4e2a\u5f00\u5173\u7684\u8bba\u6587\u4e5f\u6ca1\u7ed9\u51fa\u6570\u5b57\u3002</li>\n<li>\u6709\u6743\u53bb\u6cd5\u9662\u5f3a\u5236\u6267\u884c\u8fd9\u4e2a\u4fe1\u6258\u7684\uff0c\u662f\u516c\u53f8\u81ea\u5df1\uff0c\u4ee5\u53ca\u6301\u80a1\u8fbe\u5230\u4e00\u5b9a\u6bd4\u4f8b\u548c\u671f\u9650\u7684\u80a1\u4e1c\u3002\u53d7\u6258\u4eba\u4e0d\u5728\u5176\u4e2d\uff0c\u516c\u4f17\u4e5f\u4e0d\u5728\u3002</li>\n<li>\u4fe1\u6258\u6309\u8bbe\u8ba1\u6709\u4e94\u540d\u53d7\u6258\u4eba\uff0c\u4f46 36 \u4e2a\u6708\u91cc\u53ea\u6709\u6700\u521d\u7ea6 3 \u4e2a\u6708\u6ee1\u5458\uff0c\u7ea6 20 \u4e2a\u6708\u53ea\u6709\u4e09\u4e2a\u4eba\u3002</li>\n<li>\u8463\u4e8b\u4f1a\u73b0\u5728\u5728\u4efb\u516d\u4eba\uff0c\u4fe1\u6258\u4efb\u547d\u7684\u4e09\u4f4d\u5bf9\u80a1\u4e1c\u9009\u51fa\u7684\u4e09\u4f4d\u3002\u8bc1\u4e66\u89c4\u5b9a\uff0c\u5e73\u7968\u65f6\u517c\u4efb\u8463\u4e8b\u7684 CEO \u591a\u6295\u4e00\u7968\uff0c\u8fd9\u4e00\u7968\u5728 Dario Amodei \u624b\u91cc\u3002</li>\n</ul>\n<p>\u6700\u540e\u4e00\u6761\u591a\u8bf4\u4e24\u53e5\u3002\u4eca\u5e74 4 \u6708 14 \u65e5\uff0c\u4fe1\u6258\u9009\u51fa\u7684\u8463\u4e8b\u7b2c\u4e00\u6b21\u8fc7\u534a\uff0cAnthropic \u53d1\u4e86\u516c\u544a\uff1b 5 \u6708 22 \u65e5\uff0c\u5176\u4e2d\u4e00\u4f4d\u5728 LinkedIn \u4e0a\u8bf4\u81ea\u5df1\u5df2\u7ecf\u79bb\u5f00\uff0cAnthropic \u6ca1\u6709\u53d1\u516c\u544a\u3002\u8fd9\u4e2a\u591a\u6570\u6700\u591a\u53ea\u7ef4\u6301\u4e86 38 \u5929\u3002\u5982\u4eca\u4e09\u6bd4\u4e09\u6253\u5e73\u65f6\uff0c\u591a\u51fa\u6765\u7684\u90a3\u4e00\u7968\u5728 CEO \u624b\u91cc\u3002</p>\n<p>\u8bdd\u8bf4\u56de\u6765\uff0cLTBT \u4e0d\u662f\u7a7a\u67b6\u5b50\uff0c\u6bd4 Google \u548c OpenAI \u5f3a\u591a\u4e86\u3002Google 2025 \u5e74\u5220\u6389\u300c\u4e0d\u505a\u6b66\u5668\u300d\u7684\u627f\u8bfa\uff0c\u53ea\u6539\u4e86\u4e00\u4e2a\u7f51\u9875\uff1b\u8981\u52a8 Anthropic \u7684\u4fe1\u6258\uff0c\u5f97\u5f00\u8463\u4e8b\u4f1a\u3001\u51d1\u8d85\u7ea7\u591a\u6570\uff0c\u8fd8\u5f97\u516c\u5f00\u53bb\u505a\u3002OpenAI \u5c31\u4e0d\u7528\u8bf4\u4e86\uff0c\u90a3\u4e2a\u6545\u4e8b\u5927\u5bb6\u90fd\u542c\u8fc7\u3002</p>\n<p>\u5168\u6587\u5f88\u957f\uff0c\u5728\u8fd9\u91cc\uff1a</p>\n<p><a href=\"https://mifanr.com/posts/anthropic-ltbt/\" rel=\"nofollow\">https://mifanr.com/posts/anthropic-ltbt/</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Steadier", 
        "name": "Steadier", 
        "avatar": "https://cdn.v2ex.com/avatar/5b40/c62a/611923_large.png?m=1735193352"
      }, 
      "url": "https://www.v2ex.com/t/1244503", 
      "title": "\u5206\u4eab\u4e00\u4e0b\u5982\u4f55\u901a\u8fc7\u5c40\u57df\u7f51\u534f\u8bae\u628a TCL \u7535\u89c6\u63a5\u5165 HomeAssistant \u548c HomeKit", 
      "id": "https://www.v2ex.com/t/1244503", 
      "date_published": "2026-09-24T04:06:11+00:00", 
      "content_html": "<p>\u6700\u8fd1\u6298\u817e\u4e86\u4e00\u4e0b\uff0c\u628a\u5bb6\u91cc\u7684 TCL \u7535\u89c6\u63a5\u5165\u4e86 Apple HomeKit \u3002</p>\n<p>\u73b0\u5728\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528 iPhone \u63a7\u5236\u4e2d\u5fc3\u81ea\u5e26\u7684\u9065\u63a7\u5668\u63a7\u5236\u7535\u89c6\uff0c\u5177\u4f53\u6559\u7a0b\u53ef\u4ee5\u67e5\u770b\u4ed3\u5e93\u91cc\u7684</p>\n<p>\u9879\u76ee\u5730\u5740\uff1a</p>\n<p><a href=\"https://github.com/jarvis2f/tcl-remote/tree/main/home-assistant\" rel=\"nofollow\">https://github.com/jarvis2f/tcl-remote/tree/main/home-assistant</a></p>\n<p>\u76ee\u524d\u5df2\u9a8c\u8bc1\uff1a</p>\n<ul>\n<li>TCL 65Q10L Pro</li>\n<li>\u534f\u8bae\u7248\u672c 14</li>\n</ul>\n<p>\u5176\u4ed6 TCL \u578b\u53f7\u662f\u5426\u652f\u6301\uff0c\u4e3b\u8981\u53d6\u51b3\u4e8e\u7535\u89c6\u56fa\u4ef6\u6709\u6ca1\u6709\u5f00\u542f\u540c\u4e00\u5957 TCL/TCL+ \u5c40\u57df\u7f51\u9065\u63a7\u534f\u8bae\u3002</p>\n<hr/>\n<h2>\u539f\u7406</h2>\n<p>TCL \u5b98\u65b9\u624b\u673a App \u9065\u63a7\u5668\u672c\u8eab\u5c31\u662f\u901a\u8fc7\u5c40\u57df\u7f51\u63a7\u5236\u7535\u89c6\u7684\u3002</p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u5b9e\u73b0\u4e86\u76f8\u540c\u7684\u534f\u8bae\uff1a</p>\n<pre><code class=\"language-text\">iPhone\n  \u2193\nApple HomeKit\n  \u2193\nHome Assistant HomeKit Bridge\n  \u2193\nmedia_player.tcl_tv\n  \u2193\ntcl_remote.py\n  \u2193\nTCL TV</code></pre>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/trytrytry", 
        "name": "trytrytry", 
        "avatar": "https://cdn.v2ex.com/gravatar/3c190646460306422eb1eca065e64dd0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244474", 
      "date_modified": "2026-09-24T03:04:21+00:00", 
      "content_html": "\u4ece 20 \u5e74\u5230\u73b0\u5728\u7528\u4e86\u56db\u53f0\u624b\u673a, \u4e09\u661f s20U -&gt; \u4e09\u661f zfold5 -&gt; \u7ea2\u7c73 k100pro -&gt; oppoFindN6, \u4e09\u661f\u7684\u4e24\u53f0\u90fd\u662f\u7528\u4e86\u4e24\u5e74, \u7eed\u822a\u5b9e\u5728\u6389\u5f97\u5389\u5bb3, \u6b63\u597d\u78b0\u4e0a\u65b0\u673a\u53d1\u5e03\u5c31\u6362\u4ee3\u7528\u7ea2\u7c73\u4e86, \u53ef\u662f\u7528\u4e86\u6ca1\u4e00\u4e2a\u6708\u8fd8\u662f\u4e0d\u9002\u5e94, \u53c8\u4e70\u4e86\u53f0\u5927\u6298\u53e0 N6 \u7ec8\u4e8e\u8212\u670d\u4e86.<br /><br />\u76f4\u677f\u673a\u8fd9\u51e0\u5e74\u7684\u5728\u5c4f\u5e55\u5c3a\u5bf8\u4e0a\u6ca1\u6709\u4ec0\u4e48\u5927\u53d8\u5316, \u4ece\u8fb9\u7f18\u66f2\u9762\u5c4f\u53c8\u56de\u5f52\u4e86\u76f4\u5c4f,\u662f\u4e00\u4e2a\u597d\u4e8b, \u8bef\u89e6\u8fd8\u5c11\u4e86. \u76f8\u673a\u955c\u5934\u6709\u660e\u663e\u7684\u8fdb\u6b65, \u751a\u81f3\u8fde\u7ea2\u7c73\u90fd\u5f00\u59cb\u8ffd\u6c42\u5f71\u50cf\u8d28\u91cf, \u4ee3\u4ef7\u5c31\u662f\u4e0a\u8fb9\u4e00\u5927\u5757\u955c\u5934\u6a21\u7ec4, \u5e26\u58f3\u90fd\u653e\u4e0d\u5e73. \u73b0\u5728\u56fd\u4ea7\u673a\u7684\u7eed\u822a\u662f\u771f\u7684\u731b, 8000 \u7684\u7535\u6c60\u9ad8\u5f3a\u5ea6\u7528\u534a\u5929\u4e5f\u624d 20%\u7535, 6000 \u7684\u7535\u6c60\u5c31\u5f97\u6389 28%, \u6362\u8001\u4e09\u661f\u76f4\u63a5 50%+, \u4f53\u9a8c\u660e\u663e<br /><br />\u6211\u53c8\u6362\u56de\u5927\u6298\u53e0\u8fd8\u662f\u56e0\u4e3a\u5c4f\u5e55, \u76f4\u677f\u673a\u7684\u5c4f\u5e55\u770b\u89c6\u9891 \u770b\u6587\u4ef6 UU \u8fdc\u7a0b\u662f\u771f\u7684\u4e0d\u8212\u670d, \u7528\u4e60\u60ef\u4e86\u5927\u5c4f/\u5e73\u677f\u770b\u4e1c\u897f\u518d\u6362\u5230\u5c0f\u5c4f\u5e55\u660e\u663e\u4e0d\u9002\u5e94, \u53c8\u987a\u4fbf\u53bb\u4f53\u9a8c\u4e86\"\u9614\u6298\u53e0\"/\"\u4e2d\u6298\u53e0\", \u6a2a\u5c4f\u4e0d\u80fd\u7acb\u4f53\u626c\u58f0\u5668, \u5916\u5c4f\u770b\u4e2a qq \u90fd\u770b\u4e0d\u4e86\u51e0\u884c\u5b57, \u679c\u65ad\u653e\u5f03. \u8bf4\u5230\u5c4f\u5e55, zfold5 \u5916\u5c4f\u5f88\u7a84, \u6709\u4e9b\u5c0f\u7a0b\u5e8f\u91cc\u80fd\u660e\u663e\u770b\u5230\u6ca1\u6709\u9002\u914d\u8fd9\u4e48\u7a84\u7684\u5c4f\u5e55, \u6362\u5230 N6 \u5c31\u6b63\u5e38\u4e86, \u5916\u5c4f\u548c\u666e\u901a\u76f4\u677f\u673a\u6ca1\u6709\u660e\u663e\u533a\u522b<br /><br />\u6240\u4ee5\u73b0\u5728\u7684 \u5927\u6298\u53e0\u624b\u673a\u771f\u5b9e\u975e\u5e38\u4f18\u79c0\u4e86, \u5916\u5c4f\u548c\u76f4\u677f\u673a\u4e00\u6837, \u5185\u5c4f\u80fd\u5f53\u5c0f\u5e73\u677f, \u7eed\u822a\u7565\u5c0f\u4e8e\u76f4\u677f\u673a, \u552f\u4e00\u7684\u95ee\u9898\u53ea\u6709\u96f6\u4ef6\u8d35\u4e86, \u5185\u5c4f\u6a21\u7ec4\u4e09\u56db\u5343, \u94f0\u94fe\u4e5f\u8d35, \u6454\u4e00\u4e0b\u5c31\u5f88\u5fc3\u75bc, \u4e0d\u8fc7\u597d\u50cf\u788e\u5c4f\u9669\u80fd\u4fdd\u4e00\u4fdd.<br /><br />ps: one hand operation \u4f53\u9a8c\u771f\u7684\u975e\u5e38\u723d, \u516d\u5411\u4fa7\u6ed1+\u957f\u62c9\u7684\u5404\u79cd\u5feb\u6377\u6307\u4ee4\u80fd\u7701\u4e86\u5f88\u591a\u4e8b, \u771f\u4e0d\u660e\u767d\u4e3a\u4ec0\u4e48\u5176\u4ed6\u5382\u5bb6\u90fd\u4e0d\u53bb\u5b66\u5b66, \u5c31\u53ea\u505a\u4e00\u4e2a\u4fa7\u6ed1\u8fd4\u56de, edgegesture \u7b49\u5f00\u6e90\u7a0b\u5e8f\u4e5f\u5f25\u8865\u4e86\u5f88\u591a, \u4f46\u662f\u8981\u5f00\u65e0\u969c\u788d\u8fd8\u662f\u633a\u9ebb\u70e6", 
      "date_published": "2026-09-24T03:00:59+00:00", 
      "title": "\u624b\u673a\u4ece\u6298\u53e0\u5c4f\u5230\u76f4\u677f\u673a\u53c8\u56de\u5230\u5927\u6298\u53e0, \u76ee\u524d\u7684\u552f\u4e00\u95ee\u9898\u53ea\u6709\u8d35\u4e86", 
      "id": "https://www.v2ex.com/t/1244474"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/h2mpz", 
        "name": "h2mpz", 
        "avatar": "https://cdn.v2ex.com/gravatar/8a77c8fa7692bc598e917431c89046ef?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244459", 
      "title": "vibe coding \u4e86\u4e00\u4e2a\u6a21\u62df\u5931\u4e1a\u540e\u7684\u751f\u5b58\u6e38\u620f", 
      "id": "https://www.v2ex.com/t/1244459", 
      "date_published": "2026-09-24T02:22:06+00:00", 
      "content_html": "\u5f88\u591a\u5e74\u5f88\u591a\u5e74\u4ee5\u524d\u8bfa\u57fa\u4e9a\u73a9\u8fc7\u4e00\u4e2a java \u6e38\u620f\u300a\u5317\u4eac\u6d6e\u751f\u8bb0\u300b\uff0c\u8fd9\u4e24\u5929\u5404\u79cd\u60f3\u6e38\u620f\u521b\u610f\uff0c\u60f3\u5230\u8fd9\u4e2a\uff0c\u5c31\u7ed3\u5408\u4e00\u4e0b\u5f53\u4e0b\u73af\u5883\u8bd5\u7740\u641e\u4e86\u8fd9\u4e2a\u300a\u6df1\u5733\u751f\u5b58\u8bb0\u300b\uff0c\u5b8c\u5168\u5355\u673a\u7684\uff0c\u5927\u5bb6\u6709\u5174\u8da3\u53ef\u4ee5\u73a9\u73a9\u3002<br />\u5982\u679c\u89c9\u5f97\u6709\u610f\u601d\uff0c\u4e5f\u53ef\u4ee5\u4eff\u7740\u641e \u5317\u4eac\u3001\u4e0a\u6d77\u7b49\uff0c\u505a\u597d\u4e86\u7559\u7f51\u5740\u8ba9\u6211\u4e5f\u73a9\u73a9\u3002<br />\u7f51\u5740\u662f <a target=\"_blank\" href=\"https://sz-theta.vercel.app/\" rel=\"nofollow noopener\">https://sz-theta.vercel.app/</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/cpalead", 
        "name": "cpalead", 
        "avatar": "https://cdn.v2ex.com/avatar/e690/8bee/445453_large.png?m=1711885731"
      }, 
      "url": "https://www.v2ex.com/t/1244394", 
      "title": "qclaw \u5012\u95ed\u4e86", 
      "id": "https://www.v2ex.com/t/1244394", 
      "date_published": "2026-09-24T00:26:22+00:00", 
      "content_html": "<p>\u4eb2\u7231\u7684 QClaw \u7528\u6237\uff1a</p>\n<p>\u975e\u5e38\u611f\u8c22\u60a8\u4e00\u76f4\u4ee5\u6765\u7684\u4fe1\u4efb\u4e0e\u966a\u4f34\u3002\u6211\u4eec\u975e\u5e38\u9057\u61be\u5730\u901a\u77e5\u60a8\uff0c\u56e0\u4e1a\u52a1\u53d1\u5c55\u8c03\u6574\uff0cQClaw \u5c06\u4e8e 2026 \u5e74 12 \u6708 24 \u65e5 00:00 \u6b63\u5f0f\u505c\u6b62\u8fd0\u8425\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mqx", 
        "name": "mqx", 
        "avatar": "https://cdn.v2ex.com/avatar/1f5f/a780/673712_large.png?m=1787934204"
      }, 
      "url": "https://www.v2ex.com/t/1244381", 
      "title": "grok bot \u98ce\u683c\u5934\u50cf\u63d0\u793a\u8bcd", 
      "id": "https://www.v2ex.com/t/1244381", 
      "date_published": "2026-09-23T20:49:12+00:00", 
      "content_html": "<p>\u4f7f\u7528\u8bf4\u660e\uff1a\n\uff08 1 \uff09\u6253\u5f00 gpt \uff0c\u9009\u62e9\u521b\u5efa\u56fe\u7247\u9009\u9879\uff0c\u4e0a\u4f20\u53c2\u8003\u4eba\u7269\u56fe\u7247\n\uff08 2 \uff09\u8f93\u5165\u4ee5\u4e0b\u63d0\u793a\u8bcd</p>\n<p>\u63d0\u793a\u8bcd\u5982\u4e0b\uff1a</p>\n<p>[\u76ee\u6807]</p>\n<p>\u5c06\u7528\u6237\u63d0\u4f9b\u7684\u56fe\u7247\u4e2d\u7684\u4eba\u7269\u6216\u89d2\u8272\uff0c\u91cd\u65b0\u8be0\u91ca\u4e3a\u4e00\u5f20\u62e5\u6709\u9ed1\u8272\u80f6\u56ca\u5f62\u773c\u775b\u7684\u6781\u7b80 2D \u673a\u5668\u4eba\u56fe\u6807\u3002</p>\n<p>\u4ece\u539f\u56fe\u4e2d\u63d0\u53d6\u8db3\u4ee5\u8fa8\u8ba4\u5bf9\u8c61\u7684\u5916\u89c2\u7279\u5f81\uff1b\u8138\u90e8\u7ed3\u6784\u3001\u773c\u775b\u3001\u8868\u60c5\u3001\u6784\u56fe\u4e0e\u4e0a\u8272\u5219\u9075\u5faa\u4ee5\u4e0b\u89c4\u8303\u3002\u672c\u6587\u4e2d\u7684\u201cGrok bot icon\u201d\u6307\u7684\u5c31\u662f\u8fd9\u5957\u89c6\u89c9\u89c4\u8303\u3002</p>\n<p>[\u4ece\u539f\u56fe\u63d0\u53d6\u7684\u4fe1\u606f]</p>\n<p>\u786e\u8ba4\u8f6c\u6362\u5bf9\u8c61\u7684\u80a4\u8272\u6216\u8138\u90e8\u8868\u9762\u7684\u57fa\u7840\u989c\u8272\uff0c\u4ee5\u53ca\u53d1\u8272\u548c\u53d1\u578b\u8f6e\u5ed3\u3002\u5934\u53d1\u957f\u5ea6\u3001\u5206\u7f1d\u65b9\u5f0f\u3001\u5377\u66f2\u7a0b\u5ea6\u3001\u4ee3\u8868\u6027\u7684\u5218\u6d77\u548c\u624e\u53d1\u5f62\u6001\uff0c\u5747\u4ee5\u539f\u56fe\u4e3a\u51c6\u3002</p>\n<p>\u4ece\u6709\u8fa8\u8bc6\u5ea6\u7684\u8033\u6735\u3001\u5e3d\u5b50\u3001\u773c\u955c\u3001\u80e1\u987b\u3001\u9970\u54c1\u3001\u673a\u68b0\u90e8\u4ef6\u4e2d\uff0c\u9009\u62e9\u786e\u6709\u5fc5\u8981\u7684\u8bc6\u522b\u5143\u7d20\u3002\u4fdd\u7559\u5176\u57fa\u7840\u989c\u8272\uff0c\u5e76\u5c06\u9700\u8981\u5728\u9020\u578b\u4e0a\u4fdd\u7559\u7684\u6838\u5fc3\u7279\u5f81\u63a7\u5236\u5728\u6700\u591a\u7ea6\u4e09\u9879\u3002\u4f18\u5148\u4fdd\u7559\u5927\u8f6e\u5ed3\uff0c\u800c\u4e0d\u662f\u7ec6\u5c0f\u7ec6\u8282\u3002</p>\n<p>\u4e0d\u8981\u628a\u80a4\u8272\u548c\u53d1\u8272\u7edf\u4e00\u6539\u6210\u67d0\u4e00\u79cd\u56fa\u5b9a\u989c\u8272\u3002\u82e5\u539f\u56fe\u4e2d\u6ca1\u6709\u5934\u53d1\uff0c\u6216\u5934\u53d1\u88ab\u906e\u4f4f\uff0c\u5219\u4fdd\u6301\u8be5\u72b6\u6001\uff1b\u4e0d\u8981\u6dfb\u52a0\u539f\u56fe\u6ca1\u6709\u7684\u5218\u6d77\u3001\u9970\u54c1\u6216\u673a\u68b0\u90e8\u4ef6\u3002</p>\n<p>\u4e0d\u8981\u590d\u5236\u539f\u56fe\u4e2d\u7684\u8868\u60c5\u548c\u5199\u5b9e\u9762\u90e8\u7ed3\u6784\u3002\u590d\u6742\u670d\u88c5\u4e0e\u88c5\u5907\u53ea\u4fdd\u7559\u5bf9\u8bc6\u522b\u5bf9\u8c61\u6709\u5fc5\u8981\u7684\u90e8\u5206\u3002</p>\n<p>\u5373\u4f7f\u53e6\u6709\u98ce\u683c\u53c2\u8003\u56fe\uff0c\u89d2\u8272\u7684\u5916\u89c2\u4fe1\u606f\u4e5f\u53ea\u80fd\u6765\u81ea\u8f6c\u6362\u5bf9\u8c61\u672c\u8eab\u3002\u4e0d\u8981\u628a\u98ce\u683c\u53c2\u8003\u56fe\u4e2d\u7684\u80a4\u8272\u3001\u53d1\u8272\u3001\u53d1\u578b\u6216\u9970\u54c1\u79fb\u690d\u5230\u76ee\u6807\u89d2\u8272\u4e0a\u3002</p>\n<p>[\u8138\u90e8]</p>\n<p>\u5c06\u4e00\u4e2a\u5927\u800c\u5706\u7684\u673a\u5668\u4eba\u8138\uff0c\u4e0e\u7b80\u5316\u540e\u7684\u5934\u53d1\u548c\u8bc6\u522b\u7279\u5f81\u7ed3\u5408\u3002\u53ef\u7231\u611f\u4e3b\u8981\u901a\u8fc7\u5706\u6da6\u6bd4\u4f8b\u548c\u503e\u659c\u6784\u56fe\u6765\u8868\u73b0\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u8868\u60c5\u88c5\u9970\u3002</p>\n<p>\u8138\u90e8\u4ee5\u539f\u56fe\u4e2d\u7684\u80a4\u8272\u6216\u8868\u9762\u989c\u8272\u4e3a\u57fa\u7840\uff0c\u7528\u5bbd\u5927\u3001\u5e73\u6ed1\u7684\u8272\u5757\u7ed8\u5236\u3002\u8138\u988a\u4e0e\u4e0b\u5df4\u4e4b\u95f4\u8981\u67d4\u548c\u8854\u63a5\uff0c\u907f\u514d\u5c16\u9510\u3001\u68f1\u89d2\u5206\u660e\u7684\u4e0b\u5df4\uff0c\u4e5f\u4e0d\u8981\u63cf\u7ed8\u5199\u5b9e\u7684\u9aa8\u9abc\u7ed3\u6784\u3002</p>\n<p>\u4e0d\u8981\u753b\u5634\u548c\u9f3b\u5b50\u3002\u4e0d\u8981\u52a0\u5165\u7b11\u5634\u3001\u5c0f\u70b9\u72b6\u5634\u3001\u732b\u5634\u7b49\u4efb\u4f55\u5634\u90e8\u8868\u73b0\u3002</p>\n<p>\u53cc\u988a\u5404\u52a0\u5165\u4e00\u4e2a\u4e0e\u80a4\u8272\u534f\u8c03\u3001\u4f4e\u9971\u548c\u5ea6\u3001\u6d45\u8272\u7684\u5c0f\u578b\u692d\u5706\u816e\u7ea2\u3002\u816e\u7ea2\u5e94\u4e3a\u65e0\u63cf\u8fb9\u3001\u65e0\u95ea\u5149\u7684\u5e73\u9762\u8272\u5757\u3002</p>\n<p>\u773c\u775b\u548c\u816e\u7ea2\u5468\u56f4\u5e94\u4fdd\u7559\u8db3\u591f\u7684\u7a7a\u767d\u8138\u90e8\u533a\u57df\u3002\u5982\u679c\u773c\u955c\u6216\u80e1\u987b\u5c5e\u4e8e\u6838\u5fc3\u8bc6\u522b\u7279\u5f81\uff0c\u53ef\u4ee5\u7528\u6700\u7b80\u5f62\u5f0f\u4fdd\u7559\u3002\u773c\u955c\u4e0d\u80fd\u906e\u6321\u53cc\u773c\uff1b\u80e1\u987b\u4e5f\u4e0d\u80fd\u4ee5\u63cf\u7ed8\u5634\u90e8\u6216\u5199\u5b9e\u9762\u90e8\u7ed3\u6784\u7684\u65b9\u5f0f\u8868\u73b0\u3002</p>\n<p>[\u773c\u775b]</p>\n<p>\u773c\u775b\u5fc5\u987b\u51c6\u786e\u753b\u6210\u4e24\u4e2a\u63a5\u8fd1\u9ed1\u8272\u7684\u7eaf\u8272\u80f6\u56ca\u5f62\u72b6\u3002\u4ee5\u8138\u90e8\u6446\u6b63\u540e\u7684\u72b6\u6001\u6765\u770b\uff0c\u5b83\u4eec\u5e94\u662f\u7eb5\u5411\u7ec6\u957f\u3001\u4e24\u7aef\u5706\u6da6\u7684\u7ad6\u76f4\u6761\u72b6\u3002</p>\n<p>\u6bcf\u53ea\u773c\u775b\u7684\u9ad8\u5ea6\u7ea6\u4e3a\u5bbd\u5ea6\u7684 2.5 \uff5e 3 \u500d\uff0c\u4e24\u53ea\u773c\u775b\u5927\u5c0f\u76f8\u540c\uff0c\u5e76\u5f7c\u6b64\u5e73\u884c\u3002</p>\n<p>\u6bcf\u53ea\u80f6\u56ca\u773c\u7684\u957f\u8f74\uff0c\u5e94\u4e0e\u4e24\u773c\u4e2d\u5fc3\u8fde\u7ebf\u5782\u76f4\u3002\u5728\u4fdd\u6301\u8fd9\u4e00\u5173\u7cfb\u7684\u524d\u63d0\u4e0b\uff0c\u6309\u7167[\u6784\u56fe]\u4e2d\u89c4\u5b9a\u7684\u65b9\u5411\u548c\u89d2\u5ea6\uff0c\u8ba9\u5934\u90e8\u4e0e\u53cc\u773c\u4e00\u8d77\u503e\u659c\u3002\u4e0d\u8981\u628a\u773c\u775b\u753b\u6210\u6a2a\u5411\u8eba\u5012\u7684\u6761\u5f62\uff0c\u4e5f\u4e0d\u8981\u753b\u6210\u95ed\u773c\u5f62\u6001\u3002</p>\n<p>\u6bcf\u53ea\u80f6\u56ca\u773c\u5fc5\u987b\u7528\u5355\u4e00\u7eaf\u8272\u5b8c\u5168\u586b\u6ee1\u3002\u8fd9\u4e2a\u80f6\u56ca\u5f62\u672c\u8eab\u5c31\u662f\u773c\u775b\uff0c\u56e0\u6b64\u5185\u90e8\u4e0d\u8981\u518d\u7ed8\u5236\u773c\u7403\u6216\u77b3\u5b54\u3002</p>\n<p>\u4e0d\u8981\u52a0\u5165\u8679\u819c\u3001\u773c\u767d\u3001\u53cd\u5149\u3001\u9ad8\u5149\u3001\u6e10\u53d8\u3001\u776b\u6bdb\u3001\u773c\u76ae\u3001\u7709\u6bdb\u6216\u8f6e\u5ed3\u88c5\u9970\u3002\u4e5f\u4e0d\u8981\u51fa\u73b0\u7c7b\u4f3c\u6570\u5b57\u201c1\u201d\u7684\u5f2f\u94a9\u6216\u5e95\u5ea7\u5f62\u7b14\u753b\u3002</p>\n<p>\u672c\u89c4\u8303\u4f18\u5148\u4e8e\u539f\u56fe\u4e2d\u7684\u773c\u578b\u548c\u773c\u775b\u989c\u8272\u3002</p>\n<p>[\u6784\u56fe]</p>\n<p>\u4f7f\u7528 1:1 \u6b63\u65b9\u5f62\u753b\u5e03\uff0c\u4ec5\u653e\u7f6e\u4e00\u4e2a\u89d2\u8272\u3002\u5c06\u8138\u90e8\u3001\u5934\u53d1\u6216\u5934\u90e8\u5916\u8f6e\u5ed3\u5927\u5e45\u653e\u5927\uff0c\u4f7f\u5176\u5360\u636e\u753b\u9762\u7684\u5927\u90e8\u5206\u533a\u57df\u3002</p>\n<p>\u89d2\u8272\u4ece\u753b\u9762\u5de6\u4e0b\u65b9\u6b6a\u7740\u5934\u63a2\u5165\u753b\u9762\u3002\u5934\u90e8\u987a\u65f6\u9488\u503e\u659c\u7ea6 15 \uff5e 20\u00b0\uff0c\u4f7f\u753b\u9762\u4e2d\u7684\u5de6\u773c\u770b\u8d77\u6765\u7565\u9ad8\u4e8e\u53f3\u773c\u3002\u8138\u90e8\u3001\u53cc\u773c\u3001\u5934\u53d1\u4ee5\u53ca\u9644\u7740\u5728\u5934\u90e8\u7684\u9970\u54c1\uff0c\u90fd\u5e94\u9075\u5faa\u540c\u6837\u7684\u503e\u659c\u89d2\u5ea6\u3002</p>\n<p>\u5934\u90e8\u5de6\u4fa7\u548c\u4e0b\u4fa7\u8fb9\u7f18\u5e94\u81ea\u7136\u88ab\u753b\u5e03\u8fb9\u754c\u88c1\u5207\u3002\u4e0b\u5df4\u53ef\u8d34\u8fd1\u753b\u9762\u5e95\u90e8\uff0c\u6216\u90e8\u5206\u8d85\u51fa\u753b\u9762\u3002\u53f3\u4e0a\u89d2\u5e94\u4fdd\u7559\u6df1\u8272\u80cc\u666f\u7559\u767d\u3002</p>\n<p>\u4e24\u53ea\u773c\u775b\u5fc5\u987b\u5b8c\u6574\u53ef\u89c1\uff0c\u4e0d\u80fd\u88ab\u5218\u6d77\u6216\u9970\u54c1\u906e\u4f4f\u3002\u907f\u514d\u5c06\u5b8c\u6574\u5934\u90e8\u7f29\u5c0f\u540e\u653e\u5728\u753b\u9762\u6b63\u4e2d\u592e\u7684\u8bc1\u4ef6\u7167\u5f0f\u6784\u56fe\uff0c\u4e5f\u4e0d\u8981\u91c7\u7528\u5de6\u53f3\u5b8c\u5168\u5bf9\u79f0\u7684\u6784\u56fe\u3002</p>\n<p>\u4e0d\u8981\u753b\u8eab\u4f53\u548c\u624b\u3002\u53ea\u6709\u5728\u786e\u5b9e\u6709\u52a9\u4e8e\u8bc6\u522b\u89d2\u8272\u65f6\uff0c\u624d\u53ef\u4ee5\u5728\u753b\u9762\u5e95\u90e8\u4fdd\u7559\u4e00\u5c0f\u90e8\u5206\u9888\u90e8\u6216\u8863\u9886\u3002\u8138\u90e8\u7279\u5199\u548c\u8fb9\u7f18\u88c1\u5207\u5c5e\u4e8e\u6709\u610f\u7684\u6784\u56fe\u8bbe\u8ba1\u3002</p>\n<p>[\u5934\u53d1\u00b7\u9970\u54c1\u00b7\u4e0a\u8272]</p>\n<p>\u5934\u53d1\u4e0d\u8981\u8868\u73b0\u6210\u5927\u91cf\u7ec6\u788e\u53d1\u4e1d\uff0c\u800c\u5e94\u7b80\u5316\u6210\u51e0\u4e2a\u5927\u800c\u5e73\u6ed1\u7684\u5757\u9762\u3002\u4fdd\u7559\u539f\u56fe\u4e2d\u5218\u6d77\u7684\u8d70\u5411\u3001\u957f\u5ea6\u611f\u4ee5\u53ca\u6574\u4f53\u53d1\u578b\u8f6e\u5ed3\u3002</p>\n<p>\u91c7\u7528\u51e0\u4e4e\u65e0\u63cf\u8fb9\u3001\u4ee5\u8272\u5757\u4e3a\u4e3b\u7684\u6781\u7b80 2D 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      "id": "https://www.v2ex.com/t/1244261", 
      "date_published": "2026-09-23T06:54:56+00:00", 
      "content_html": "<p>\u6709\u4e13\u95e8\u7684\u7f51\u9875\uff0c\u9700\u8981\u767b\u5f55\u540e\u67e5\u770b\u3002</p>\n<p>\u529f\u80fd\uff1a</p>\n<ol>\n<li>\u80fd\u591f\u6309\u7167\u89c6\u9891\u6807\u9898\u3001UP \u4e3b\u540d\u79f0\u3001\u8bbe\u5907\u7c7b\u578b\u68c0\u7d22\u4ee5\u5f80\u770b\u8fc7\u7684\u89c6\u9891</li>\n<li>\u6839\u636e\u65e5\u671f\u8303\u56f4\u7b5b\u9009</li>\n<li>\u5bfc\u51fa json</li>\n<li>\u5207\u6362\u5217\u8868\u89c6\u56fe\u548c\u7f51\u683c\u89c6\u56fe</li>\n<li>\u91cd\u70b9\uff1a\u53ef\u4ee5\u8bb0\u5f55\u591a\u7aef\u770b\u7684\u89c6\u9891</li>\n</ol>\n<p>\u6211\u4ee5\u524d\u770b\u4e86\u4e00\u4e2a\u65c5\u884c vlog \u89c6\u9891\uff0c\u6211\u4e0d\u8bb0\u5f97\u6807\u9898\u662f\u4ec0\u4e48\uff0c\u53ea\u77e5\u9053\u90a3\u4e2a\u8ba9\u6211\u9b42\u7275\u68a6\u7ed5\u7684\u5730\u65b9\uff0c\u540e\u6765\u7ecf\u8fc7\u6211\u7684\u4e0d\u65ad\u52aa\u529b\uff0c\u7ec8\u4e8e\u627e\u5230\u4e86\u90a3\u4e2a\u5730\u70b9\uff1a\u559c\u9a6c\u62c9\u96c5\u5927\u65ad\u5d16\u3002</p>\n<blockquote>\n<p>\u5b83\u4f4d\u4e8e\u897f\u85cf\u65e5\u5580\u5219\u5409\u9686\u53bf\u8d21\u5f53\u4e61\u5409\u6797\u6751\uff0c\u5730\u5904\u4e2d\u5c3c\u8fb9\u5883\u9644\u8fd1\uff0c\u662f\u8fd1\u5e74\u81ea\u9a7e\u5708\u8d70\u7ea2\u7684\u91ce\u751f\u89c2\u666f\u5730\uff0c\u5e76\u975e\u6b63\u89c4\u5f00\u53d1\u666f\u533a\u3002<br/>\n\u6210\u56e0\uff1a\u7531\u5370\u5ea6\u677f\u5757\u4e0e\u6b27\u4e9a\u677f\u5757\u4ebf\u4e07\u5e74\u78b0\u649e\u6324\u538b\u9020\u5c31\uff0c\u5c5e\u4e8e\u559c\u9a6c\u62c9\u96c5\u5357\u9e93\u7684\u6784\u9020\u65ad\u5d16\u5730\u8c8c\u3002<br/>\n\u5730\u7406\uff1a\u5d16\u9876\u6d77\u62d4\u7ea6 4400 \u7c73\uff0c\u5d16\u8fb9\u9661\u5ced\uff0c\u8c37\u5e95\u843d\u5dee\u5de8\u5927\uff1b\u5d16\u9876\u5f88\u7a84\uff0c\u6700\u7a84\u5904\u4e0d\u8db3 1 \u7c73\uff0c\u6ca1\u6709\u62a4\u680f\uff0c\u76f4\u9762\u559c\u9a6c\u62c9\u96c5\u96ea\u5c71\u7fa4\uff0c\u53ef\u773a\u671b\u4e16\u754c\u7b2c\u516b\u9ad8\u5cf0\u9a6c\u7eb3\u65af\u9c81\u5cf0\uff08 8163 \u7c73\uff09\uff0c\u5c71\u5bf9\u9762\u5c31\u662f\u5c3c\u6cca\u5c14\u65b9\u5411\u3002</p>\n</blockquote>\n<p>\u7531\u4e8e bilibili \u81ea\u5e26\u7684\u5386\u53f2\u8bb0\u5f55\u6709\u4e0a\u9650\uff0c\u53ea\u80fd\u8bb0\u5f55 N \u6761\uff08\u6211\u4e0d\u77e5\u9053\u5177\u4f53\u6570\u5b57\uff09\uff0c\u6216\u8005\u6700\u591a\u591a\u5c11\u5929\u4ee5\u5185\u7684\u6570\u636e\u3002\u4e8e\u662f\u6211\u628a\u89c2\u770b\u7684 B \u7ad9\u89c6\u9891\u5168\u90fd\u6301\u4e45\u5316\u4e86\uff0c\u4fdd\u5b58\u5230\u4e86\u81ea\u5df1\u7684\u6570\u636e\u5e93\u4e2d\u3002\u6211\u4f1a\u56e0\u4e3a\u6709\u65f6\u5019\u627e\u4e0d\u5230\u5386\u53f2\u8bb0\u5f55\u611f\u5230\u975e\u5e38\u540e\u6094\uff0c\u5f53\u65f6\u5c31\u5e94\u8be5\u5199\u4e2a\u5c0f\u7b14\u8bb0\u6216\u8005\u6536\u85cf\u7684\uff0c\u4e0d\u77e5\u9053\u5927\u5bb6\u662f\u5426\u6709\u540c\u611f\u3002</p>\n<p>\u622a\u56fe\u5982\u4e0b</p>\n<p><img alt=\"bilibili \u89c2\u770b\u5386\u53f2\u8bb0\u5f55\u7a0b\u5e8f.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://image.940304.xyz/i/2026/09/23/6ab376f707684.jpg\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/liu0825", 
        "name": "liu0825", 
        "avatar": "https://cdn.v2ex.com/gravatar/6431b8b444aed07136e37d5e5869c9b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244256", 
      "title": "\u963f\u91cc\u8fd9\u6b21\u6bd4\u4e0d\u4e0a\u817e\u5b50\uff01\u8fd9\u4e2a\u667a\u80fd\u7ec8\u7aef\u786e\u5b9e\u66f4\u61c2\u8fd0\u7ef4", 
      "id": "https://www.v2ex.com/t/1244256", 
      "date_published": "2026-09-23T06:49:19+00:00", 
      "content_html": "<p>\u5e73\u65f6\u7ba1\u7406\u670d\u52a1\u5668\uff0c\u6700\u9ebb\u70e6\u7684\u5f80\u5f80\u4e0d\u662f\u547d\u4ee4\u4e0d\u4f1a\u5199\uff0c\u800c\u662f\u5de5\u5177\u592a\u591a\u3002</p>\n<p>Linux \u8981\u5f00 SSH \uff0cWindows \u8981\u5f00\u8fdc\u7a0b\u684c\u9762\uff0c\u4f20\u6587\u4ef6\u8fd8\u5f97\u518d\u627e\u4e00\u4e2a\u5de5\u5177\u3002\u673a\u5668\u5982\u679c\u5206\u6563\u5728\u51e0\u5bb6\u4e91\u4e0a\uff0c\u53c8\u8981\u6765\u56de\u5207\u63a7\u5236\u53f0\u3002</p>\n<p>\u963f\u91cc\u4e91\u6709 Workbench \uff0c\u817e\u8baf\u4e91\u6709 OrcaTerm \u3002\u6211\u628a\u4e24\u8fb9\u90fd\u5b9e\u9645\u7528\u4e86\u4e00\u904d\uff0c\u7ed3\u8bba\u5f88\u76f4\u63a5\uff1a<strong>\u57fa\u672c\u529f\u80fd\u963f\u91cc\u90fd\u6709\uff0c\u4f46\u771f\u5230\u4e86\u591a\u53f0\u673a\u5668\u4e00\u8d77\u7ba1\u3001AI \u63a5\u624b\u6392\u969c\u3001\u540c\u4e8b\u4e34\u65f6\u6551\u573a\u8fd9\u4e9b\u573a\u666f\uff0cOrcaTerm \u660e\u663e\u66f4\u987a\u624b\u3002</strong></p>\n<h2>\u963f\u91cc\u80fd\u8fde\u670d\u52a1\u5668\uff0c\u4f46\u5b83\u9996\u5148\u662f ECS \u7684\u5de5\u5177</h2>\n<p>\u5148\u8bf4\u963f\u91cc\u7684\u529f\u80fd\u3002</p>\n<p>\u4ece ECS \u5b9e\u4f8b\u5217\u8868\u70b9\u201c\u8fdc\u7a0b\u8fde\u63a5\u201d\uff0c\u53ef\u4ee5\u9009\u62e9 Workbench \u3001VNC \u548c\u4f1a\u8bdd\u7ba1\u7406\u3002\u4f1a\u8bdd\u7ba1\u7406\u652f\u6301\u514d\u5bc6\u7801\u3001\u514d\u516c\u7f51\uff0c\u4e5f\u4e0d\u9700\u8981\u5f00\u653e\u5165\u65b9\u5411\u7aef\u53e3\u3002</p>\n<p><img alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i-blog.csdnimg.cn/direct/e1c4df9291724f309ed995a8cd6d2e5d.png\"/></p>\n<p>\u8be5\u6709\u7684\u57fa\u672c\u90fd\u6709\uff0c\u8fde\u63a5\u963f\u91cc\u4e91\u81ea\u5df1\u7684 ECS \u6ca1\u4ec0\u4e48\u95ee\u9898\u3002\u95ee\u9898\u4e5f\u6070\u6070\u5728\u8fd9\u91cc\uff1a<strong>\u5b83\u9996\u5148\u662f ECS \u7684\u914d\u5957\u5de5\u5177\u3002</strong></p>\n<p>\u73b0\u5b9e\u4e2d\u7684\u670d\u52a1\u5668\u5374\u4e0d\u4e00\u5b9a\u90fd\u5728\u963f\u91cc\u4e91\u3002\u5f88\u591a\u56e2\u961f\u540c\u65f6\u7528\u4e86\u817e\u8baf\u4e91\u3001\u963f\u91cc\u4e91\u3001\u5176\u4ed6\u4e91\u5382\u5546\u548c\u81ea\u5efa\u673a\u5668\uff0cLinux \u3001Windows \u4e5f\u6df7\u5728\u4e00\u8d77\u3002\u6b64\u65f6\u518d\u597d\u7528\u7684 ECS \u7ec8\u7aef\uff0c\u4e5f\u53ea\u662f\u4f17\u591a\u5165\u53e3\u4e2d\u7684\u4e00\u4e2a\u3002</p>\n<p>OrcaTerm \u7684\u601d\u8def\u66f4\u7b80\u5355\uff1a\u522b\u7ba1\u662f\u54ea\u5bb6\u7684\u670d\u52a1\u5668\uff0c\u5148\u653e\u5230\u4e00\u4e2a\u5730\u65b9\u518d\u8bf4\u3002</p>\n<p>\u817e\u8baf\u4e91\u670d\u52a1\u5668\u53ef\u4ee5\u514d\u5bc6\u8fdb\u5165\uff0c\u5176\u4ed6\u4e91\u548c\u81ea\u5efa\u670d\u52a1\u5668\u53ef\u4ee5\u901a\u8fc7 SSH \u6216 RDP \u6dfb\u52a0\u3002Linux Shell \u3001Windows \u8fdc\u7a0b\u684c\u9762\u3001\u6587\u4ef6\u7ba1\u7406\u548c\u8fde\u63a5\u914d\u7f6e\uff0c\u90fd\u5728\u540c\u4e00\u4e2a\u5de5\u4f5c\u53f0\u91cc\u3002</p>\n<p><img alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i-blog.csdnimg.cn/direct/cd4ae5e9ab5143bab07dc443e43cd971.png\"/></p>\n<p>\u963f\u91cc\u505a\u7684\u662f\u201c\u600e\u6837\u66f4\u65b9\u4fbf\u5730\u8fde\u63a5 ECS\u201d\u3002</p>\n<p>OrcaTerm \u60f3\u505a\u7684\u662f\u201c\u4ee5\u540e\u7ba1\u7406\u670d\u52a1\u5668\uff0c\u53ea\u5f00\u8fd9\u4e00\u4e2a\u5de5\u5177\u201d\u3002</p>\n<h2>\u963f\u91cc\u4e5f\u6709 AI \uff0c\u4f46 OrcaTerm \u66f4\u50cf\u5728\u5e2e\u4f60\u5e72\u6d3b</h2>\n<p>Workbench \u91cc\u786e\u5b9e\u6709\u7ec8\u7aef\u52a9\u624b\u3002</p>\n<p>\u6253\u5f00\u4ee5\u540e\uff0c\u53ef\u4ee5\u8ba9\u5b83\u751f\u6210\u547d\u4ee4\u3001\u89e3\u91ca\u547d\u4ee4\u3001\u5206\u6790\u65e5\u5fd7\uff0c\u4e5f\u80fd\u8be2\u95ee\u4ea7\u54c1\u64cd\u4f5c\u3002\u7ec8\u7aef\u672c\u8eab\u8fd8\u80fd\u5207\u6362\u5230 AI \u6a21\u5f0f\uff0c\u6240\u4ee5\u4e0d\u80fd\u8bf4\u963f\u91cc\u6ca1\u6709 AI \u3002</p>\n<p><img alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i-blog.csdnimg.cn/direct/77d001b13c764c97890f8fe2a2a305a4.png\"/></p>\n<p>\u4f46 OrcaTerm \u7ed9\u4eba\u7684\u611f\u89c9\u4e0d\u592a\u4e00\u6837\u3002</p>\n<p>\u8fde\u63a5\u670d\u52a1\u5668\u4ee5\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u8bf4\u201c\u770b\u770b\u54ea\u4e9b\u8fdb\u7a0b\u6700\u5360\u5185\u5b58\u201d\u6216\u8005\u201c\u68c0\u67e5\u8fd9\u4e2a\u670d\u52a1\u4e3a\u4ec0\u4e48\u542f\u52a8\u5931\u8d25\u201d\u3002Agent \u4f1a\u4f7f\u7528\u5f53\u524d\u5df2\u7ecf\u8fde\u63a5\u7684\u7ec8\u7aef\uff0c\u51c6\u5907\u68c0\u67e5\u8fdb\u7a0b\u3001\u7aef\u53e3\u548c\u65e5\u5fd7\u7684\u547d\u4ee4\u3002\u7528\u6237\u786e\u8ba4\u540e\u518d\u6267\u884c\uff0c\u4e0d\u5bf9\u5c31\u53d6\u6d88\uff0c\u4e5f\u53ef\u4ee5\u968f\u65f6\u56de\u5230 Shell \u81ea\u5df1\u5904\u7406\u3002</p>\n<p><img alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i-blog.csdnimg.cn/direct/732db89e0c2f4ff1957a8035e3bc72d9.png\"/></p>\n<p>\u8fd9\u91cc\u6700\u91cd\u8981\u7684\u4e0d\u662f\u591a\u4e86\u4e00\u4e2a\u804a\u5929\u7a97\u53e3\uff0c\u800c\u662f\u4e0d\u7528\u518d\u590d\u5236 IP \u3001\u65e5\u5fd7\u548c\u547d\u4ee4\uff0c\u4e5f\u4e0d\u7528\u91cd\u65b0\u5411 AI \u4ecb\u7ecd\u670d\u52a1\u5668\u73af\u5883\u3002</p>\n<p>AI \u5c31\u5728\u5f53\u524d\u8fd9\u53f0\u673a\u5668\u65c1\u8fb9\uff0c\u77e5\u9053\u81ea\u5df1\u8981\u53bb\u54ea\u91cc\u5e72\u6d3b\u3002</p>\n<h2>\u771f\u51fa\u4e86\u95ee\u9898\uff0cOrcaTerm \u8fd8\u80fd\u76f4\u63a5\u628a\u73b0\u573a\u4ea4\u7ed9\u540c\u4e8b</h2>\n<p>\u7ebf\u4e0a\u6545\u969c\u7ecf\u5e38\u5361\u5728\u4e00\u4e2a\u5f88\u73b0\u5b9e\u7684\u73af\u8282\uff1a\u81ea\u5df1\u67e5\u4e0d\u51fa\u6765\uff0c\u53ea\u80fd\u628a\u65e5\u5fd7\u8d34\u5230\u7fa4\u91cc\uff0c\u518d\u4ece\u5934\u89e3\u91ca\u521a\u624d\u6267\u884c\u8fc7\u4ec0\u4e48\u3002</p>\n<p>OrcaTerm \u53ef\u4ee5\u76f4\u63a5\u5206\u4eab\u5f53\u524d\u7ec8\u7aef\u4f1a\u8bdd\u3002</p>\n<p><img alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i-blog.csdnimg.cn/direct/49a25110a47748f39401efc5d7925f19.png\"/></p>\n<p>\u540c\u4e8b\u6253\u5f00\u94fe\u63a5\uff0c\u770b\u5230\u7684\u5c31\u662f\u540c\u4e00\u4e2a\u7ec8\u7aef\u73b0\u573a\u3002\u5206\u4eab\u8005\u53ef\u4ee5\u8bbe\u7f6e\u53ea\u8bfb\uff0c\u4e5f\u53ef\u4ee5\u5141\u8bb8\u5bf9\u65b9\u76f4\u63a5\u64cd\u4f5c\u3002</p>\n<p>\u4e0d\u7528\u53d1\u9001\u670d\u52a1\u5668\u5bc6\u7801\uff0c\u4e0d\u7528\u5f00\u5c4f\u5e55\u5171\u4eab\uff0c\u4e5f\u4e0d\u7528\u590d\u5236\u51e0\u767e\u884c\u65e5\u5fd7\u3002Agent \u80fd\u7ee7\u7eed\u5904\u7406\u5c31\u8ba9 Agent \u5904\u7406\uff0c\u5904\u7406\u4e0d\u4e86\uff0c\u540c\u4e8b\u8fdb\u6765\u63a5\u7740\u67e5\u3002</p>\n<p>\u8fd9\u624d\u662f OrcaTerm \u6700\u61c2\u8fd0\u7ef4\u7684\u5730\u65b9\u3002</p>\n<h2>\u963f\u91cc\u8fd9\u6b21\u8f93\u7684\u4e0d\u662f\u529f\u80fd\u6570\u91cf</h2>\n<p>\u53ea\u770b\u529f\u80fd\u5217\u8868\uff0cWorkbench \u5e76\u4e0d\u5bd2\u9178\uff1a\u8fdc\u7a0b\u8fde\u63a5\u3001\u514d\u5bc6\u3001VNC \u3001\u6587\u4ef6\u7ba1\u7406\u3001\u7ec8\u7aef\u52a9\u624b\u90fd\u6709\u3002</p>\n<p>\u4f46 Workbench \u7684\u51fa\u53d1\u70b9\u4ecd\u7136\u662f\u201c\u7ba1\u7406\u597d\u963f\u91cc\u4e91 ECS\u201d\u3002OrcaTerm \u60f3\u5f97\u66f4\u5927\u4e00\u70b9\uff1a\u628a\u4e0d\u540c\u6765\u6e90\u7684\u670d\u52a1\u5668\u3001AI Agent \u3001\u7ec8\u7aef\u64cd\u4f5c\u548c\u771f\u4eba\u534f\u4f5c\u653e\u8fdb\u540c\u4e00\u4e2a\u73b0\u573a\u3002</p>\n<p>\u4e00\u4e2a\u89e3\u51b3\u7684\u662f\u600e\u4e48\u767b\u5f55\u670d\u52a1\u5668\u3002</p>\n<p>\u53e6\u4e00\u4e2a\u5df2\u7ecf\u5f00\u59cb\u89e3\u51b3\u767b\u5f55\u4ee5\u540e\uff0c\u4e8b\u60c5\u5230\u5e95\u600e\u4e48\u505a\u5b8c\u3002</p>\n<p>\u6240\u4ee5\u8fd9\u6b21\u4e0d\u662f\u817e\u8baf\u53c8\u505a\u4e86\u4e00\u4e2a\u963f\u91cc Workbench \u3002</p>\n<p>\u81f3\u5c11\u5728\u8de8\u4e91\u8fde\u63a5\u548c\u73b0\u573a\u534f\u4f5c\u8fd9\u4e24\u4ef6\u4e8b\u4e0a\uff0c<strong>OrcaTerm \u786e\u5b9e\u628a\u667a\u80fd\u7ec8\u7aef\u5f80\u524d\u63a8\u4e86\u4e00\u6b65\u3002</strong></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lowfrontend", 
        "name": "lowfrontend", 
        "avatar": "https://cdn.v2ex.com/avatar/ccf4/6bbb/475913_large.png?m=1790146404"
      }, 
      "url": "https://www.v2ex.com/t/1244209", 
      "title": "v2ex \u53d1\u56fe\u7247\u6478\u7d22\u4e86\u4e24\u5929\u7ed3\u679c\uff1b\u4e24\u4e07\u4eba\u7528\u8fc7\u7684 chrome \u63d2\u4ef6\u5c45\u7136\u7ffb\u5230\u7b2c\u4e8c\u9875\u624d\u5728\u8bc4\u8bba\u533a\u627e\u5230\uff1f", 
      "id": "https://www.v2ex.com/t/1244209", 
      "date_published": "2026-09-23T04:05:43+00:00", 
      "content_html": "\u63d2\u4ef6\uff1a <a target=\"_blank\" href=\"https://chromewebstore.google.com/detail/v2ex-polish/onnepejgdiojhiflfoemillegpgpabdm\" rel=\"nofollow noopener\">https://chromewebstore.google.com/detail/v2ex-polish/onnepejgdiojhiflfoemillegpgpabdm</a><br /><br /> <a target=\"_blank\" href=\"https://i.imgur.com/dIwE760.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/dIwE760.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /> <br /> <a target=\"_blank\" href=\"https://i.imgur.com/FICVyl5.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/FICVyl5.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kmyq", 
        "name": "kmyq", 
        "avatar": "https://cdn.v2ex.com/avatar/d4ea/c9f0/326850_large.png?m=1766721683"
      }, 
      "url": "https://www.v2ex.com/t/1244184", 
      "date_modified": "2026-09-23T03:21:30+00:00", 
      "content_html": "\u5728 opencodego \u7528 mimo-v2.6-pro \u641e\u4e86\u4e2a\u4efb\u52a1\u8bd5\u4e86\u4e00\u4e0b\uff0c\u9ed8\u8ba4\u601d\u8003\u7b49\u7ea7\uff0c\u6ca1\u53d1\u73b0\u548c ds \u6709\u592a\u5927\u7684\u533a\u522b\uff0c\u4f46\u662f\u7528\u60ef\u4e86 ds \uff0c\u8fd9\u901f\u5ea6\u662f\u771f\u53d7\u4e0d\u4e86\u300230 \u5206\u949f\u4e00\u4e2a\u4efb\u52a1\u8fd8\u6ca1\u5b8c\u4e8b\uff0c\u800c\u4e14\u548c ds \u4e00\u6837\u6709\u559c\u6b22\u8fc7\u5ea6\u601d\u8003\u7684\u95ee\u9898\u3002<br />```<br />\u4f1a\u8bdd\u7edf\u8ba1<br />---<br />\u6a21\u578b\u7528\u65f6 41 \u5206 18 \u79d2<br />\u5de5\u5177\u8c03\u7528\u7528\u65f6 4 \u5206 52 \u79d2<br />\u9996 token \u5e73\u5747\uff08 TTFT \uff09 5.8 \u79d2<br />\u8f93\u51fa\u901f\u5ea6\uff08 TPS \uff09 39 tok/s<br />```<br />\u6162\u4e86 10 \u500d\u90fd\u5c11\u8bf4\u4e86\uff0c\u4e0d\u77e5\u9053\u662f\u4e0d\u662f\u53ea\u6709 opencode \u624d\u8fd9\u6837\u3002", 
      "date_published": "2026-09-23T03:15:15+00:00", 
      "title": "mimo-v2.6 \u5c31\u662f\u6162\u4e86 10 \u500d\u7684 deepseek-v4.1 flash", 
      "id": "https://www.v2ex.com/t/1244184"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/foxliuxk", 
        "name": "foxliuxk", 
        "avatar": "https://cdn.v2ex.com/gravatar/1b39b4052b6474177d2cbbbce3018b2f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244155", 
      "title": "\u5206\u4eab\u5404\u5927\u5382\u7814\u62a5\u8d22\u62a5\uff0c\u5fae\u4fe1\u5185\u76f4\u63a5\u67e5\u770b", 
      "id": "https://www.v2ex.com/t/1244155", 
      "date_published": "2026-09-23T02:28:07+00:00", 
      "content_html": "<p>\u9ad8\u76db\u82b1\u65d7\u7814\u62a5\u8d22\u62a5\u6301\u7eed\u66f4\u65b0\uff1a <a href=\"https://doc.pdfgz.com/f/5myupdl6\" rel=\"nofollow\">https://doc.pdfgz.com/f/5myupdl6</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Citizen7", 
        "name": "Citizen7", 
        "avatar": "https://cdn.v2ex.com/gravatar/2db6f53ef53178fbbf403e12aba4c171?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244126", 
      "title": "\u6709\u6ca1\u6709\u4eba\u53ef\u4ee5\u57fa\u4e8e\u6700\u8fd1\u6bd4\u8f83\u706b\u7684 Jev \u505a\u4e00\u4e2a\u5feb\u901f\u7b5b\u9009\u6d4f\u89c8\u5668\u4e66\u7b7e\u6536\u85cf\u7684\u63d2\u4ef6", 
      "id": "https://www.v2ex.com/t/1244126", 
      "date_published": "2026-09-23T01:34:31+00:00", 
      "content_html": "<p>\u6211\u51e0\u5e74\u524d\u5c31\u63d0\u8fc7\u8fd9\u4e2a\u9700\u6c42\uff0cAI \u51fa\u73b0\u4e4b\u540e\u4e5f\u6ca1\u6709\u770b\u5230\u597d\u7528\u7684\u3002\u73b0\u5728 Jev \u51fa\u6765\u4e86\uff0c\u611f\u89c9\u5b8c\u7f8e\u89e3\u51b3\u8fd9\u4e2a\u9700\u6c42\u7684\u75db\u70b9\u3002\u5e0c\u671b\u5927\u4f6c\u505a\u51fa\u6765</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/studyingss", 
        "name": "studyingss", 
        "avatar": "https://cdn.v2ex.com/avatar/6ff6/40c3/184621_large.png?m=1790125757"
      }, 
      "url": "https://www.v2ex.com/t/1244114", 
      "title": "\u5982\u679c\u8ba9 GPT \u628a\u4f60\u7684\u4eba\u751f\u88c5\u8fdb\u4e00\u4e2a\u76d2\u5b50\u91cc\u4f1a\u53d1\u751f\u4ec0\u4e48\uff0c\u6211\u8bd5\u4e86\u4e0b\uff0c\u611f\u89c9\u8fd8\u86ee\u611f\u6168\u7684", 
      "id": "https://www.v2ex.com/t/1244114", 
      "date_published": "2026-09-23T01:14:43+00:00", 
      "content_html": "\u628a\u4e0b\u9762\u8fd9\u5f20\u94c1\u76d2\u7684\u56fe\u7247\u53d1\u7ed9\u4ed6\uff0c\u7136\u540e\u95ee\u4ed6<br /><br />\u300c Fill it with things that represent me and color it with my favorite color. \u300d\uff0c<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/WkHGksF.jpg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/WkHGksF.jpg\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/milkleeeeee", 
        "name": "milkleeeeee", 
        "avatar": "https://cdn.v2ex.com/avatar/f8d0/1045/102641_large.png?m=1641529094"
      }, 
      "url": "https://www.v2ex.com/t/1244106", 
      "title": "Opus 5.5 \u7684\u9ed8\u8ba4\u601d\u8003\u7b49\u7ea7\u53d8\u6210\u4e86 medium", 
      "id": "https://www.v2ex.com/t/1244106", 
      "date_published": "2026-09-23T00:36:26+00:00", 
      "content_html": "<p>\u5b98\u65b9\u8bf4 Opus 5.5 \u672c\u8eab\u5c31\u601d\u8003\u7684\u6bd4\u8f83\u591a\u3002\u6211\u4e4b\u524d Opus 5 \u7528 xhigh \uff0c\u73b0\u5728\u662f\u4e0d\u662f\u7528 high \u5c31\u591f\u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mikaelson", 
        "name": "mikaelson", 
        "avatar": "https://cdn.v2ex.com/avatar/3598/81dd/145501_large.png?m=1766111462"
      }, 
      "url": "https://www.v2ex.com/t/1244091", 
      "title": "opus5.5 \u53d1\u5e03\u4e86\u3002\u9001\u4e86\u4e00\u6b21\u91cd\u7f6e\u3002\u3002\u3002", 
      "id": "https://www.v2ex.com/t/1244091", 
      "date_published": "2026-09-22T16:59:59+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://i.imgur.com/KC348og.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/KC348og.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /> <br />Get extra wiggle room to explore Opus 5.5. Expires Oct 23.<br /><br />\u4ed8\u8d39\u7528\u6237\u5df2\u7ecf\u80fd\u770b\u5230\u4e86<br /><br />\u767d\u778e\u4e86\u6211\u665a\u4e0a\u521a\u591a\u5f00\u4e86\u4e00\u4e2a max20x \u3002\u3002\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kitnoob", 
        "name": "kitnoob", 
        "avatar": "https://cdn.v2ex.com/gravatar/d7d0eb7b49f39b07ea790d4710a355f1?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244083", 
      "title": "Muse AI \u8fd8\u5728\u6392\u961f\uff1f\u4e00\u4e2a\u5b8c\u5168\u4e0d\u6311 IP \u7684\u6ce8\u518c\u65b9\u5f0f\uff0c", 
      "id": "https://www.v2ex.com/t/1244083", 
      "date_published": "2026-09-22T16:07:03+00:00", 
      "content_html": "\u524d\u63d0\u9700\u8981\u6709\u4e00\u4e2a Google One \u89e3\u9501 Gemini \u7684 Spark \u529f\u80fd<br />\u7136\u540e\u5728 Spark \u91cc\u9762\u8981\u6c42 Gemini \u7528\u8fdc\u7a0b\u6d4f\u89c8\u5668\u6253\u5f00 Google<br />\u63a5\u7ba1\u6d4f\u89c8\u5668\u540e\u7528\u65b0\u90ae\u7bb1\u6ce8\u518c Muse AI \u5373\u53ef\u5149\u901f\u901a\u8fc7\u5230\u7ed1\u5361\u754c\u9762<br />\u6ce8\u518c\u6210\u529f\u540e\u7684\u65e5\u5e38\u4f7f\u7528\u5bf9 IP \u5c31\u6ca1\u4ec0\u4e48\u9650\u5236\u4e86\uff0c\u6b63\u5e38\u4f7f\u7528\u5373\u53ef<br />\u6210\u529f\u7684\u4f6c\u53ef\u4ee5\u4f7f\u7528\u6211\u7684\u9080\u8bf7\u7801 7IPP7S \u4f7f\u7528\u540e\u6211\u4eec\u90fd\u53ef\u4ee5\u83b7\u5f97 1B token"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/KunpengTalk", 
        "name": "KunpengTalk", 
        "avatar": "https://cdn.v2ex.com/gravatar/7fbb18491ca7c5c4df8b9ef68779f59b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244072", 
      "title": "\ud83d\udd25 \u6d88\u5931\u4e5d\u4e2a\u6708\uff0c\u6211\u5e26\u7740\u4e09\u4e2a\u5f00\u6e90\u9879\u76ee\u6740\u56de\u6765\u4e86", 
      "id": "https://www.v2ex.com/t/1244072", 
      "date_published": "2026-09-22T14:30:38+00:00", 
      "content_html": "<p>\u5144\u5f1f\u4eec\uff0c\u597d\u4e45\u4e0d\u89c1\u3002\u4eca\u5929\u56de\u6765\uff0c\u76f4\u63a5\u4e0a\u786c\u8d27\u2014\u2014\u4e09\u4e2a\u6211\u4eb2\u624b\u6253\u78e8\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5168\u90e8\u5f00\u6e90\uff0c\u5168\u90e8\u53ef\u7528\uff0c\u5168\u90e8\u6b22\u8fce\u6765\u55b7\u3002</p>\n<hr/>\n<p>\u9879\u76ee\u4e00\uff1aOmniStudio\n\u4e00\u53e5\u8bdd\uff1a\u4e00\u4e2a\u628a\u6a21\u578b\u4e0b\u8f7d\u3001\u4e09\u5f15\u64ce\u63a8\u7406\u3001\u5bf9\u8bdd/\u8bed\u97f3/\u751f\u56fe/\u89c6\u9891/OCR \u63c9\u8fdb\u540c\u4e00\u4e2a\u7a97\u53e3\u7684\u672c\u5730\u5927\u6a21\u578b\u4e07\u80fd\u5de5\u4f5c\u53f0\u3002\u89e3\u51b3\u4ec0\u4e48\uff1a\u672c\u5730\u8dd1\u6a21\u578b\u8fd9\u4ef6\u4e8b\u88ab\u62c6\u5f97\u592a\u788e\u4e86\u3002\u4e0b\u8f7d\u5728\u8fd9\u3001llama.cpp \u5728\u90a3\u3001vLLM \u53e6\u5f00\u4e00\u644a\uff0c\u5bf9\u8bdd\u3001TTS \u3001ASR \u3001\u751f\u56fe\u8fd8\u8981\u5404\u81ea\u914d\u4e00\u5957\u3002\u6211\u53d7\u4e0d\u4e86\u8fd9\u79cd\u300c\u88c5\u5b8c\u5f15\u64ce\u624d\u521a\u5f00\u59cb\u5e72\u6d3b\u300d\u7684\u4f53\u9a8c\uff0c\u6240\u4ee5\u505a\u4e86\u4e00\u4e2a\u672c\u5730\u4f18\u5148\u3001\u9009\u5b8c\u5c31\u80fd\u7528\u7684\u4e00\u4f53\u5316\u684c\u9762\u5de5\u4f5c\u53f0\u3002\u6838\u5fc3\u7279\u6027\uff1a</p>\n<ul>\n<li>\u6a21\u578b\u5e02\u96c6\u4e00\u952e\u641c\u3001\u4e0b\u3001\u7ba1\uff1aGGUF / safetensors \u5168\u683c\u5f0f\uff0c\u65ad\u70b9\u7eed\u4f20\uff0c\u9996\u6b21\u5f15\u5bfc\u76f4\u63a5\u62c9 Qwen \u5c31\u80fd\u804a</li>\n<li>llama.cpp / vLLM / SGLang \u4e09\u5f15\u64ce\u7edf\u4e00\u7ba1\u7406 + \u672c\u5730\u7f51\u5173\uff0c\u4e00\u5957\u63a5\u53e3\u540c\u65f6\u7ed9\u5bf9\u8bdd\u3001Agent \u3001\u5916\u90e8\u5de5\u5177\u7528</li>\n<li>\u5bf9\u8bdd\u3001\u8bed\u97f3\u3001\u751f\u56fe\u3001\u89c6\u9891\u3001\u97f3\u4e50\u3001OCR \u3001\u7ffb\u8bd1\u3001\u77e5\u8bc6\u5e93\u3001\u5171\u4eab\u8bb0\u5fc6\u3001Skills \u5168\u5728\u4e00\u4e2a\u5de5\u4f5c\u53f0\u91cc\uff0c\u4e91\u7aef API \u4e5f\u80fd\u63a5\u8fdb\u6765\u5f53\u540e\u5907</li>\n</ul>\n<p>\u6280\u672f\u6808\uff1aTypeScript + Bun \uff0c\u684c\u9762\u7aef\u672c\u5730\u4f18\u5148\uff0cMIT\n\u4ed3\u5e93\uff1a <a href=\"https://github.com/kunpengtalk/OmniStudio\" rel=\"nofollow\">https://github.com/kunpengtalk/OmniStudio</a>\n\u9002\u5408\uff1a\u60f3\u5728\u81ea\u5df1\u673a\u5668\u4e0a\u628a\u672c\u5730\u5927\u6a21\u578b\u771f\u6b63\u7528\u8d77\u6765\u7684\u4eba\uff0c\u800c\u4e0d\u662f\u53ea\u60f3\u300c\u8dd1\u901a\u4e00\u6b21 demo \u300d\u7684\u4eba</p>\n<p>\u4e00\u5957\u5de5\u4f5c\u53f0\u8d70\u5b8c\u672c\u5730 AI \u7684\u6574\u6761\u94fe\u8def\uff1a\u6700\u5de6\u56fe\u6807\u680f\u5207\u6362\u5e94\u7528\uff0c\u5e94\u7528\u5185\u5de6\u680f\u9009\u540e\u7aef\u3001\u586b\u53c2\u6570\uff0c\u53f3\u4fa7\u76f4\u63a5\u770b\u7ed3\u679c \u2014\u2014 \u6240\u6709\u9875\u9762\u5171\u7528\u540c\u4e00\u5957\u5e03\u5c40\u3002</p>\n<h3><strong>\ud83c\udfa8 AI \u751f\u56fe \u00b7 \ud83c\udfac AI \u89c6\u9891</strong></h3>\n<table>\n<thead>\n<tr>\n<th><strong>AI \u751f\u56fe \u00b7 \u4e91\u7aef API / \u672c\u5730 MLX / ComfyUI</strong></th>\n<th><strong>AI \u89c6\u9891 \u00b7 MiniMax H3 / Seedance / ComfyUI</strong></th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-image-gen.png\" rel=\"nofollow\"><img alt=\"AI \u751f\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-image-gen.png\"/></a></td>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-video.png\" rel=\"nofollow\"><img alt=\"AI \u89c6\u9891\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-video.png\"/></a></td>\n</tr>\n<tr>\n<td>\u540c\u4e00\u9875\u5207\u6362\u4e91\u7aef\u751f\u56fe\u3001Apple Silicon \u672c\u5730 MLX \uff08 mflux \uff09\u4e0e ComfyUI \u4e09\u79cd\u540e\u7aef\uff0c\u6bd4\u4f8b / \u5bbd\u5ea6 / \u9ad8\u5ea6 / \u6570\u91cf\u968f\u624b\u8c03\uff1b\u51fa\u56fe\u5373\u8fdb\u5386\u53f2\u533a\uff0c\u53ef\u56de\u770b\u3001\u4e0b\u8f7d\uff0c\u53f3\u4fa7\u6700\u8fd1\u751f\u6210\u4e00\u6392\u7f29\u7565\u56fe\u968f\u624b\u7ffb\u3002</td>\n<td>\u4e09\u79cd\u540e\u7aef\u7edf\u4e00\u4e3a\u300c\u63d0\u4ea4\u4efb\u52a1 + \u8f6e\u8be2\u300d\uff1aMiniMax H3 \u652f\u6301\u9996\u5e27\u56fe\u751f\u89c6\u9891\uff0c\u65f6\u957f / \u5bbd\u9ad8\u6bd4 / \u5206\u8fa8\u7387 / \u9996\u5e27\u56fe\u90fd\u5728\u5de6\u680f\uff0c\u6210\u7247\u8fdb\u5386\u53f2\u5e93\u53ef\u76f4\u63a5\u64ad\u653e\u3001\u4e0b\u8f7d\u6216\u5220\u9664\u3002</td>\n</tr>\n</tbody></table><h3><strong>\ud83e\uddf0 \u63d0\u793a\u8bcd\u5e7f\u573a \u00b7 \ud83e\udde9 \u5c0f\u5e94\u7528</strong></h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u63d0\u793a\u8bcd\u5e7f\u573a \u00b7 \u5185\u7f6e 2,733 \u6761\u53ef\u590d\u5236\u9898\u5e93</strong></th>\n<th><strong>\u5c0f\u5e94\u7528 \u00b7 \u4e00\u6b21\u505a\u4e00\u4ef6\u4e8b\u7684\u6c99\u7bb1\u5de5\u5177</strong></th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-prompt-plaza.png\" rel=\"nofollow\"><img alt=\"\u63d0\u793a\u8bcd\u5e7f\u573a\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-prompt-plaza.png\"/></a></td>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-mini-apps.png\" rel=\"nofollow\"><img alt=\"\u5c0f\u5e94\u7528\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-mini-apps.png\"/></a></td>\n</tr>\n<tr>\n<td>\u751f\u56fe 638 / \u89c6\u9891 2,060 / \u5927\u6a21\u578b 35 \u6761\u63d0\u793a\u8bcd\uff0c\u6309 APP \u3001\u8fd0\u8425\u3001\u6d77\u62a5\u3001\u63d2\u753b\u3001IP \u3001\u827a\u672f\u7b49\u5206\u7c7b\uff0c\u53ef\u641c\u7d22\u3001\u53ef\u6309\u6765\u6e90\u7b5b\u9009\uff1b\u300c\u590d\u5236\u300d\u62ff\u539f\u6587\uff0c\u300c\u53bb\u8bd5\u8bd5\u300d\u6309\u7c7b\u578b\u8df3\u5230\u751f\u56fe / \u89c6\u9891 / \u5bf9\u8bdd\u5e76\u5e26\u5165\uff0c\u300c\u52a0\u5165\u6211\u7684\u63d0\u793a\u8bcd\u300d\u6536\u8fdb\u81ea\u5df1\u7684\u5e93\u3002</td>\n<td>\u4e03\u4e2a\u81ea\u5305\u542b\u5c0f\u9875\u9762\uff1a\u62a0\u56fe\u6362\u5e95\u3001\u8bc1\u4ef6\u7167\u3001\u9a6c\u8d5b\u514b\u3001\u5f62\u8c61\u7167\u3001\u4f1a\u8bae\u7eaa\u8981\u3001\u6587\u6848\u52a9\u624b\u3001\u7b14\u8bb0\uff1b\u5361\u7247\u4e0a\u6807\u660e\u5404\u81ea\u9700\u8981\u7684\u80fd\u529b\uff08\u672c\u5730\u62a0\u56fe / \u5bf9\u8bdd\u6a21\u578b / \u8bed\u97f3\u8bc6\u522b / \u751f\u56fe\uff09\uff0c\u7f3a\u54ea\u9879\u70b9\u300c\u53bb\u914d\u7f6e\u300d\u8865\u9f50\uff0c\u5176\u4f59\u7167\u5e38\u53ef\u7528\u3002</td>\n</tr>\n</tbody></table><h3><strong>\ud83d\udcda \u77e5\u8bc6\u5e93 \u00b7 \ud83e\udde0 \u8bb0\u5fc6</strong></h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u77e5\u8bc6\u5e93 \u00b7 \u672c\u5730 RAG \uff08\u6df7\u5408\u68c0\u7d22 + \u5f15\u7528\u6eaf\u6e90\uff09</strong></th>\n<th><strong>\u8bb0\u5fc6 \u00b7 \u5168 Agent \u5171\u4eab\u7684\u957f\u671f\u8bb0\u5fc6</strong></th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-knowledge-base.png\" rel=\"nofollow\"><img alt=\"\u77e5\u8bc6\u5e93\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-knowledge-base.png\"/></a></td>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-memory.png\" rel=\"nofollow\"><img alt=\"\u8bb0\u5fc6\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-memory.png\"/></a></td>\n</tr>\n<tr>\n<td>\u6dfb\u52a0\u6587\u4ef6 / \u5bfc\u5165\u76ee\u5f55 / \u6dfb\u52a0\u7b14\u8bb0 / \u6dfb\u52a0\u7f51\u9875\u56db\u79cd\u6570\u636e\u6e90\uff0c\u5207\u7247\u4e0e\u5411\u91cf\u5316\u72b6\u6001\u9010\u6761\u53ef\u89c1\uff1b\u5bf9\u8bdd\u91cc\u6302\u4e0a\u77e5\u8bc6\u5e93\u5373\u5e26 <code>[n]</code> \u5f15\u7528\uff0c\u540c\u4e00\u4efd\u5e93\u8fd8\u80fd\u7ecf\u7f51\u5173 <code>/mcp</code> \u5f00\u653e\u7ed9\u4efb\u610f MCP \u5ba2\u6237\u7aef\u3002</td>\n<td>\u8bb0\u5fc6\u603b\u89c8\uff08\u603b\u91cf / \u7f6e\u9876 / Agent \u5199\u5165 / \u68c0\u7d22\u547d\u4e2d\u7387 / \u5408\u5e76\u5199\u5165 / \u654f\u611f\u5185\u5bb9\u62e6\u622a\uff09+ \u5168\u5e93\u5217\u8868\uff0c\u7f6e\u9876\u8bb0\u5fc6\u5e38\u9a7b\u7cfb\u7edf\u63d0\u793a\uff1b\u300c\u542f\u7528\u8bb0\u5fc6\u300d\u4e0e\u300c\u5199\u5165\u9700\u786e\u8ba4\u300d\u4e24\u4e2a\u5f00\u5173\u51b3\u5b9a Agent \u80fd\u4e0d\u80fd\u5199\u3001\u8981\u4e0d\u8981\u4f60\u653e\u884c\u3002</td>\n</tr>\n</tbody></table><h3><strong>\ud83d\udcca \u57fa\u51c6\u6d4b\u8bd5</strong></h3>\n<p><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-benchmark.png\" rel=\"nofollow\"><img alt=\"\u57fa\u51c6\u6d4b\u8bd5\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-benchmark.png\"/></a></p>\n<p>\u4e00\u6b21\u8dd1\u5b8c\u4e0a\u4e0b\u6587\u957f\u5ea6\uff08 1K\u20131M \uff09\u00d7 \u5e76\u53d1\u6863\u4f4d \u00d7 \u7f13\u5b58\u573a\u666f\uff08\u51b7\u542f / \u90e8\u5206\u547d\u4e2d / \u5b8c\u5168\u547d\u4e2d\uff09\u7684\u77e9\u9635\uff1aTTFT \u3001TPOT \u3001TPS \u3001\u805a\u5408\u541e\u5410\u3001Prefill \u9010\u6863\u5217\u51fa\uff0c\u300c\u7f13\u5b58\u547d\u4e2d\u5bf9\u6bd4\u300d\u628a\u51b7\u542f\u4e0e\u547d\u4e2d\u7684\u500d\u6570\u5dee\u76f4\u63a5\u7b97\u7ed9\u4f60\u770b\uff08\u00d71 \u9644\u8fd1\u8bf4\u660e\u670d\u52a1\u7aef\u6839\u672c\u6ca1\u5403\u5230\u7f13\u5b58\uff09\uff0c\u7ed3\u679c\u843d\u5e93\u5e76\u53ef\u5bfc\u51fa HTML \u3002</p>\n<h3><strong>\ud83d\udd22 JEV \u7c7b\u578b\u5316\u5224\u5b9a</strong></h3>\n<p><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-jev.png\" rel=\"nofollow\"><img alt=\"JEV \u7c7b\u578b\u5316\u5224\u5b9a\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-jev.png\"/></a></p>\n<p>\u4e0d\u751f\u6210\u6587\u672c\uff0c\u53ea\u56de\u7b54<strong>\u88ab\u7ea6\u675f\u7684\u95ee\u9898</strong>\uff1a<code>noul</code>\uff08\u662f/\u5426\uff09\u3001<code>choice</code>\uff08\u5728\u7ed9\u5b9a\u9009\u9879\u91cc\u9009\u4e00\u4e2a\uff09\u3001<code>score</code>\uff08\u5728\u6709\u5e8f\u6863\u4f4d\u4e0a\u6253\u5206\uff09\uff0c\u62ff\u56de\u7684\u662f\u6982\u7387\u5206\u5e03\u4e0e\u7f6e\u4fe1\u5ea6 \u2014\u2014 \u5206\u7c7b\u3001\u6253\u6807\u3001\u8bc4\u5206\u8fd9\u7c7b\u5224\u65ad\u56e0\u6b64<strong>\u53ef\u6bd4\u8f83\u3001\u53ef\u8bbe\u9608\u503c\u3001\u53ef\u6279\u91cf</strong>\u3002\u5de6\u680f\u9876\u90e8\u5207\u300c\u672c\u5730\u8fd0\u884c / \u4e91\u7aef\u63a5\u5165\u300d\u5e76\u5c31\u5730\u914d\u5f15\u64ce\uff08\u88c5 laya-mlx \u3001\u4e0b\u6743\u91cd\u3001\u542f\u52a8\u6a21\u578b\u90fd\u5728\u8fd9\u4e00\u9875\uff09\uff0c\u4e0b\u9762\u662f state \u4e0e\u95ee\u9898\u6e05\u5355\uff1b\u53f3\u680f\u662f\u6bcf\u4e2a\u95ee\u9898\u7684\u6982\u7387\u5206\u5e03\u3002\u4fa7\u680f\u4e94\u4e2a\u4e2d\u82f1\u53cc\u8bed\u793a\u4f8b\uff08\u5de5\u5355\u5206\u6d3e / \u7b80\u5386\u8bc4\u5206 / \u5185\u5bb9\u62a4\u680f / \u68c0\u7d22\u91cd\u6392 / \u610f\u56fe\u8def\u7531\uff09\u4e00\u952e\u88c5\u8fdb\u5de6\u680f\uff0c\u4e5f\u53ef\u4ee5\u5199\u4e00\u53e5\u4eba\u8bdd\u4ea4\u7ed9\u804a\u5929\u6a21\u578b\u7ffb\u6210\u8bf7\u6c42\u4f53\u3002\u534f\u8bae\u4e0e TypeSafe \u5b98\u65b9\u9010\u5b57\u6bb5\u4e00\u81f4\uff0c\u5b98\u65b9 SDK \u53ea\u6539 <code>TYPESAFE_BASE_URL</code> \u4e0e <code>TYPESAFE_API_KEY</code> \u4e24\u884c\u5373\u53ef\u76f4\u8fde\u672c\u673a\u7f51\u5173\u3002</p>\n<h3><strong>\u66f4\u591a\u754c\u9762</strong></h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u6a21\u578b\u4e91\u670d\u52a1</strong></th>\n<th><strong>\u96c6\u6210 \u00b7 \u7f16\u7801\u5de5\u5177</strong></th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-cloud-service.png\" rel=\"nofollow\"><img alt=\"\u6a21\u578b\u4e91\u670d\u52a1\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-cloud-service.png\"/></a></td>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-integrations.png\" rel=\"nofollow\"><img alt=\"\u7f16\u7801\u5de5\u5177\u96c6\u6210\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-integrations.png\"/></a></td>\n</tr>\n<tr>\n<td><strong>\u8bed\u97f3 \u00b7 \u5b9e\u65f6\u5bf9\u8bdd</strong></td>\n<td><strong>\u8bed\u97f3\u5408\u6210 TTS</strong></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-voice.png\" rel=\"nofollow\"><img alt=\"\u8bed\u97f3\u5b9e\u65f6\u5bf9\u8bdd\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-voice.png\"/></a></td>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-tts.png\" rel=\"nofollow\"><img alt=\"\u8bed\u97f3\u5408\u6210 TTS\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-tts.png\"/></a></td>\n</tr>\n<tr>\n<td><strong>\u6a21\u578b\u9009\u62e9 \u00b7 \u5f15\u5bfc\u5411\u5bfc</strong></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/kunpengtalk/OmniStudio/blob/main/docs/images/screenshot-model-chooser.png\" rel=\"nofollow\"><img alt=\"\u6a21\u578b\u9009\u62e9\u5f15\u5bfc\u5411\u5bfc\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/OmniStudio/raw/main/docs/images/screenshot-model-chooser.png\"/></a></td>\n<td></td>\n</tr>\n</tbody></table><hr/>\n<h2><strong>\u2728 \u529f\u80fd\u7279\u6027</strong></h2>\n<hr/>\n<p>\u9879\u76ee\u4e8c\uff1aPeakCode\n\u4e00\u53e5\u8bdd\uff1a\u7ed9 Pi Coding Agent \u5957\u4e0a\u684c\u9762\u58f3\u7684\u672c\u5730\u4f18\u5148 AI \u7f16\u7a0b\u5de5\u4f5c\u53f0\uff0c\u8ba9\u5199\u4ee3\u7801\u4e0d\u518d\u56f0\u5728\u9ed1\u4e4e\u4e4e\u7684\u7ec8\u7aef\u91cc\u3002\u89e3\u51b3\u4ec0\u4e48\uff1aAgent \u5176\u5b9e\u5f88\u5f3a\uff0c\u4f46\u7ec8\u7aef\u91cc\u4f60\u770b\u4e0d\u89c1\u5b83\u600e\u4e48\u60f3\u3001\u4e2d\u9014\u4e0d\u597d\u62e7\u65b9\u5411\u3001\u5173\u4e86\u7a97\u53e3\u72b6\u6001\u5c31\u4e22\u3002\u73b0\u6709\u5de5\u5177\u8981\u4e48\u592a\u4e91\u3001\u8981\u4e48\u592a\u788e\u3002PeakCode \u628a\u300c\u770b\u5b83\u5e72\u6d3b\u3001\u4e2d\u9014\u8f6c\u5411\u3001\u660e\u5929\u8fd8\u80fd\u63a5\u4e0a\u300d\u505a\u6210\u7b2c\u4e00\u7b49\u516c\u6c11\u3002\u6838\u5fc3\u7279\u6027\uff1a</p>\n<ul>\n<li>\u5355\u4e00 Agent \u5185\u6838\uff08 Pi \uff09\u8dd1\u5728\u8fdb\u7a0b\u5185\uff1aAgent / Plan / Goal / Multi-Agent \u56db\u79cd\u6a21\u5f0f\uff0c\u5148\u51fa\u65b9\u6848\u518d\u52a8\u624b\uff0c\u76ee\u6807\u53ef\u8de8\u8f6e\u7eed\u8dd1</li>\n<li>\u5b9e\u65f6\u6d41\u5f0f\u8f93\u51fa + \u6bcf\u8f6e Git checkpoint + Diff \u9762\u677f\uff0c\u6539\u4e86\u4ec0\u4e48\u4e00\u76ee\u4e86\u7136\uff1b\u4f1a\u8bdd\u3001\u770b\u677f\u3001\u5b9a\u65f6\u4efb\u52a1\u90fd\u843d\u5728\u672c\u673a</li>\n<li>\u81ea\u5e26\u6a21\u578b\u914d\u7f6e\u3001Pi Packages \u3001\u5b50\u4ee3\u7406\u5e76\u884c\uff1b\u684c\u9762\u7aef\u548c\u53ef\u81ea\u6258\u7ba1 Web \u90fd\u80fd\u8dd1\uff0c\u4ee3\u7801\u4e0d\u51fa\u4f60\u7684\u673a\u5668</li>\n</ul>\n<p>\u6280\u672f\u6808\uff1aTypeScript + Bun \uff08 Windows \u670d\u52a1\u7aef\u8d70 Node \uff09\uff0c\u684c\u9762 / Web \u53cc\u7aef\uff0cMIT\n\u4ed3\u5e93\uff1a <a href=\"https://github.com/kunpengtalk/PeakCode\" rel=\"nofollow\">https://github.com/kunpengtalk/PeakCode</a>\n\u9002\u5408\uff1a\u5df2\u7ecf\u5728\u7528\u6216\u51c6\u5907\u7528\u7f16\u7801 Agent \uff0c\u5374\u53d7\u4e0d\u4e86\u7eaf\u7ec8\u7aef\u4f53\u9a8c\u7684\u5f00\u53d1\u8005\n<img alt=\"05bbc3c9fb3e1b0b3f921070ec1063cd|690x388\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\"/></p>\n<hr/>\n<p>\u9879\u76ee\u4e09\uff1aKylinWork\n\u4e00\u53e5\u8bdd\uff1a\u8bf4\u4e00\u53e5\u8bdd\uff0cAI \u81ea\u5df1\u89c4\u5212\u3001\u81ea\u5df1\u52a8\u624b\uff0c\u628a PPT / Word / Excel / \u7f51\u9875\u4ea4\u5230\u4f60\u624b\u4e0a\u7684\u672c\u673a\u529e\u516c\u5de5\u4f5c\u53f0\u3002\u89e3\u51b3\u4ec0\u4e48\uff1a\u804a\u5929\u6846\u91cc\u7684\u300c AI \u529e\u516c\u300d\u6700\u540e\u603b\u628a\u6392\u7248\u7529\u56de\u7ed9\u4f60\u3002\u62a5\u544a\u662f Markdown \uff0c\u8868\u683c\u662f\u4e00\u5768\u6587\u672c\uff0c\u7a97\u53e3\u4e00\u5173\u4efb\u52a1\u5c31\u65ad\u3002KylinWork \u8981\u7684\u662f\u6587\u4ef6\uff0c\u4e0d\u662f\u4e00\u6bb5\u5bf9\u8bdd\u8bb0\u5f55\u3002\u6838\u5fc3\u7279\u6027\uff1a</p>\n<ul>\n<li>\u672c\u673a\u771f\u6267\u884c\uff1aexceljs / docx / pptxgenjs \u76f4\u63a5\u51fa\u53ef\u6253\u5f00\u7684\u6587\u4ef6\uff0c\u547d\u4ee4\u3001\u811a\u672c\u3001\u7cbe\u786e\u6539\u6587\u4ef6\u90fd\u5728\u5de5\u4f5c\u76ee\u5f55\u91cc\u53d1\u751f</li>\n<li>\u4efb\u52a1\u540e\u53f0\u8dd1\uff0c\u5173\u7a97\u53e3\u3001\u5207\u9875\u9762\u3001\u91cd\u5f00\u5e94\u7528\u90fd\u4e0d\u4e2d\u65ad\uff1b\u6210\u679c\u9762\u677f\u5b9e\u65f6\u5217\u4ea7\u7269\uff0c\u5e94\u7528\u5185\u9884\u89c8 Word / Excel / PPT / PDF / \u7f51\u9875</li>\n<li>\u56db\u6863\u6743\u9650 + \u6587\u4ef6\u9ed1\u540d\u5355 + \u9ad8\u5371\u547d\u4ee4\u4e8c\u6b21\u786e\u8ba4\uff1b\u4e13\u5bb6\u56e2\u300172 \u4e2a\u6280\u80fd\u5305\u3001\u77e5\u8bc6\u5e93 RAG \u3001IM \u8fdc\u7a0b\u6307\u6325\u90fd\u80fd\u63a5</li>\n</ul>\n<p>\u6280\u672f\u6808\uff1aElectron + Node.js \uff08\u226522.19 \uff09\uff0c\u524d\u7aef\u72ec\u7acb\u6784\u5efa\uff0cMIT\n\u4ed3\u5e93\uff1a <a href=\"https://github.com/kunpengtalk/KylinWork\" rel=\"nofollow\">https://github.com/kunpengtalk/KylinWork</a>\n\u9002\u5408\uff1a\u8981\u53ef\u4ea4\u4ed8\u529e\u516c\u6587\u4ef6\u3001\u53c8\u5e0c\u671b\u4efb\u52a1\u8dd1\u5728\u81ea\u5df1\u7535\u8111\u4e0a\u7684\u4eba\u2014\u2014\u8c03\u7814\u3001\u62a5\u8868\u3001PPT \u3001\u843d\u5730\u9875\u90fd\u7b97\n<strong>\u4efb\u52a1\u9996\u9875\u2014\u2014\u8bf4\u4e00\u53e5\u8bdd\u5c31\u80fd\u5f00\u5de5\u3002</strong> \u9700\u6c42\u76f4\u8fbe\uff0c\u5e38\u7528\u573a\u666f\u4e00\u952e\u8d77\u624b\uff0c<code>@</code> \u5f15\u7528\u5de5\u4f5c\u533a\u6587\u4ef6\u3001<code>/</code> \u8c03\u7528\u6280\u80fd\uff1a</p>\n<p><a href=\"https://github.com/kunpengtalk/KylinWork/blob/main/docs/images/ui-home.png\" rel=\"nofollow\"><img alt=\"\u4efb\u52a1\u9996\u9875\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/KylinWork/raw/main/docs/images/ui-home.png\"/></a></p>\n<p><strong>\u6210\u679c\u6587\u4ef6\u2014\u2014\u53f3\u4fa7\u5c31\u662f\u4ea4\u4ed8\u53f0\uff0c\u4ea7\u51fa\u76f4\u63a5\u770b\u3002</strong> \u4e0a\u9762\u7684\u9700\u6c42\u8dd1\u5b8c\uff0c\u53f3\u4fa7\u5217\u51fa\u5168\u90e8\u4ea7\u7269\u5e76\u6807\u51fa\u672c\u8f6e\u65b0\u589e\uff0c \u70b9\u5f00\u5373\u53ef\u5728\u5e94\u7528\u5185\u9884\u89c8\uff1a\u7f51\u9875\u6210\u679c\u76f4\u63a5\u6e32\u67d3\u6210\u5e26\u56fe\u8868\u7684\u770b\u677f\uff0cWord / Excel / PPT / PDF \u4e5f\u80fd\u770b\uff0c\u4e0d\u4f9d\u8d56\u672c\u673a\u88c5\u6ca1\u88c5 Office\uff1a</p>\n<p><a href=\"https://github.com/kunpengtalk/KylinWork/blob/main/docs/images/ui-artifacts-preview.png\" rel=\"nofollow\"><img alt=\"\u6210\u679c\u6587\u4ef6\u9884\u89c8\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/KylinWork/raw/main/docs/images/ui-artifacts-preview.png\"/></a></p>\n<p><strong>\u8bbe\u7f6e \u00b7 \u6a21\u578b\u4e91\u670d\u52a1\u2014\u2014\u5341\u5bb6\u670d\u52a1\u5546\u5185\u7f6e\uff0c\u586b Key \u5373\u7528\u3002</strong> \u5f53\u573a\u53d1\u771f\u5b9e\u8bf7\u6c42\u9a8c\u6d3b\uff0c\u8fd8\u80fd\u4e00\u952e\u62c9\u53d6\u6a21\u578b\u5217\u8868\uff1a</p>\n<p><a href=\"https://github.com/kunpengtalk/KylinWork/blob/main/docs/images/ui-settings-models.png\" rel=\"nofollow\"><img alt=\"\u6a21\u578b\u4e91\u670d\u52a1\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/KylinWork/raw/main/docs/images/ui-settings-models.png\"/></a></p>\n<p><strong>\u8bbe\u7f6e \u00b7 \u77e5\u8bc6\u5e93\u2014\u2014\u5411\u91cf\u53ec\u56de + \u91cd\u6392\uff0c\u5207\u5757\u4e0e\u53ec\u56de\u53c2\u6570\u90fd\u53ef\u8c03\u3002</strong> \u5e93\u4e0e\u8d44\u6599\u5728\u300c\u77e5\u8bc6\u5e93\u300d\u9875\u7ba1\u7406\uff1a</p>\n<p><a href=\"https://github.com/kunpengtalk/KylinWork/blob/main/docs/images/ui-settings-knowledge.png\" rel=\"nofollow\"><img alt=\"\u77e5\u8bc6\u5e93\u8bbe\u7f6e\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/KylinWork/raw/main/docs/images/ui-settings-knowledge.png\"/></a></p>\n<p><strong>\u8bbe\u7f6e \u00b7 \u4e13\u5bb6\u2014\u2014\u89d2\u8272\u8bbe\u5b9a + \u4e13\u5c5e\u6280\u80fd\uff0c\u4efb\u52a1\u91cc\u53ef\u88ab\u59d4\u6d3e\u3002</strong> \u5185\u7f6e\u5341\u4f4d\uff0c\u5b58\u672c\u673a\uff0c\u4e0d\u767b\u5f55\u4e5f\u80fd\u589e\u5220\uff1a</p>\n<p><a href=\"https://github.com/kunpengtalk/KylinWork/blob/main/docs/images/ui-settings-experts.png\" rel=\"nofollow\"><img alt=\"\u4e13\u5bb6\u8bbe\u7f6e\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/KylinWork/raw/main/docs/images/ui-settings-experts.png\"/></a></p>\n<p><strong>\u8bbe\u7f6e \u00b7 \u9891\u9053\u2014\u2014\u5fae\u4fe1\u626b\u7801\u3001\u98de\u4e66\u3001QQ \u3001\u4f01\u4e1a\u5fae\u4fe1\u63a5\u5165\uff0c\u5728 IM \u91cc\u76f4\u63a5\u5bf9\u8bdd\u3002</strong> \u4e0d\u9700\u8981\u516c\u7f51\u5730\u5740\uff0c\u624b\u673a\u4e0a\u53d1\u4e00\u53e5\u8bdd\uff0c\u4efb\u52a1\u5728\u7535\u8111\u4e0a\u8dd1\uff1a</p>\n<p><a href=\"https://github.com/kunpengtalk/KylinWork/blob/main/docs/images/ui-settings-channels.png\" rel=\"nofollow\"><img alt=\"\u9891\u9053\u8bbe\u7f6e\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/kunpengtalk/KylinWork/raw/main/docs/images/ui-settings-channels.png\"/></a></p>\n<hr/>\n<p>\u6700\u540e\u8bf4\u51e0\u53e5\n\u4e5d\u4e2a\u6708\u6ca1\u767d\u71ac\u3002\u8fd9\u4e09\u4e2a\u9879\u76ee\u4ece\u60f3\u6cd5\u5230\u843d\u5730\uff0c\u8e29\u4e86\u65e0\u6570\u5751\uff0c\u4e5f\u780d\u6389\u4e86\u65e0\u6570\u300c\u770b\u8d77\u6765\u5f88\u7f8e\u300d\u7684\u529f\u80fd\u3002\u73b0\u5728\u653e\u51fa\u6765\uff0c\u5c31\u662f\u60f3\u8ba9\u5b83\u4eec\u88ab\u7528\u3001\u88ab\u9a82\u3001\u88ab\u6539\u8fdb\u3002Star \u4e0d Star \u65e0\u6240\u8c13\uff0c\u63d0 Issue \u624d\u662f\u771f\u7231\u3002\n\u4ed3\u5e93\u90fd\u5728\u4e0a\u9762\uff0c\u4ee3\u7801\u8bf4\u8bdd\u3002\u2014\u2014 kunpengtalk \uff0c\u56de\u5f52\u7b2c\u4e00\u5929</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Daniel6606", 
        "name": "Daniel6606", 
        "avatar": "https://cdn.v2ex.com/avatar/385f/ad14/637213_large.png?m=1788981412"
      }, 
      "url": "https://www.v2ex.com/t/1244037", 
      "title": "\u4e0a\u5468\u5f00\u6e90\u7684\u590d\u523b\u89c6\u9891\u7684\u9879\u76ee Hypit \u4e00\u5468\u5c31\u5230 1 \u4e07 3star +\u4e86\uff0c\u6709\u70b9\u4e0d\u771f\u5b9e\uff0c\u8bb2\u4e00\u4e0b\u5bf9\u8fd9\u4ef6\u4e8b\u513f\u7684\u7406\u89e3", 
      "id": "https://www.v2ex.com/t/1244037", 
      "date_published": "2026-09-22T10:41:42+00:00", 
      "content_html": "<p>V \u7ad9\u7684\u670b\u53cb\u4eec\uff0c\u4e0a\u5468\u6211\u4eec\u5f00\u6e90\u4e86 Hypit \uff0c\u4e00\u53e5\u8bdd\u5c31\u662f\u53ef\u4ee5\u7528\u5b83\u6765\u590d\u523b\u5404\u79cd\u89c6\u9891\uff1a <a href=\"https://v2ex.com/t/1242258#reply1\" rel=\"nofollow\">https://v2ex.com/t/1242258#reply1</a>\n\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u5173\u6ce8\u4e0b\uff1a\n\u9879\u76ee\u94fe\u63a5\uff1a <a href=\"https://github.com/hypit-ai/hypit\" rel=\"nofollow\">https://github.com/hypit-ai/hypit</a></p>\n<h2>\u4eca\u5929\u5206\u4eab\u4e0b\u6211\u4eec\u4e3a\u4ec0\u4e48\u505a\u8fd9\u4e2a\u9879\u76ee\uff0c\u8e29\u4e86\u54ea\u4e9b\u5751</h2>\n<p>\u5bf9\u4e8e\u5927\u90e8\u5206\u521b\u4f5c\u8005\u548c\u5546\u5bb6\u6765\u8bf4\uff0c\u5236\u4f5c\u89c6\u9891\u5185\u5bb9\u53ea\u6709\u4e00\u6761\u8def\uff1a\u5438\u6536\u522b\u4eba\u7684\u521b\u610f\uff08 creative 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DiT \u52a0 Flow Matching \u8fd9\u4e00\u8def\uff0c\u505a\u6cd5\u662f\u4e00\u4e2a\u7f51\u7edc\u5bf9\u4e00\u6574\u6bb5\u65f6\u7a7a patch \u4e00\u8d77\u53bb\u566a\u3002\u5b83\u5185\u90e8\u6ca1\u6709\u201c\u8fd9\u662f\u5b57\u5e55\u201d\u3001\u201c\u8fd9\u662f B-roll\u201d\u3001\u201c\u8fd9\u91cc\u662f\u4e00\u5200\u201d\u8fd9\u6837\u7684\u5bf9\u8c61\uff0c\u6240\u4ee5\u4f60\u4e5f\u6ca1\u529e\u6cd5\u5355\u72ec\u6307\u6325\u5176\u4e2d\u4efb\u4f55\u4e00\u4e2a\n\u8bad\u7ec3\u6570\u636e\u4e5f\u662f\u8fd9\u6837\u3002\u516c\u5f00\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u5927\u591a\u662f\u201c\u7c97\u7c92\u5ea6 caption + \u51e0\u79d2\u949f\u7684\u5355\u955c\u5934\u5207\u7247\u201d\uff0c\u6bd4\u5982\u201c\u4e00\u4e2a\u5973\u4eba\u5728\u53a8\u623f\u505a\u996d\u201d\u3002caption \u91cc\u51e0\u4e4e\u4e0d\u4f1a\u5199\u201c\u7b2c 1.5 \u79d2\u5207\u955c\u5934\u201d\u6216\u8005\u201c\u753b\u4e2d\u753b\u4fdd\u6301\u4eba\u8138\u5c45\u4e2d\u201d</p>\n<p>\u8981\u8ba9 Agent 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\u3002</p>\n<p>\u89c6\u9891\u7f3a\u7684\u6b63\u662f\u8fd9\u4e00\u5c42\u3002\u4ed6\u4eec\u628a Agent \u7684\u4e00\u5207\u505a\u6210\u63d2\u4ef6\uff0c\u6211\u4eec\u628a\u89c6\u9891\u5236\u4f5c\u7684\u4e00\u5207\u505a\u6210\u7ec4\u4ef6\u5199\u5728 SVML \u91cc\uff0c\u548c DSH \u7684\u63d2\u4ef6\u4e00\u6837\u53ef\u66ff\u6362\uff0c\u518d\u7531\u7cfb\u7edf\u7ec4\u7ec7\u7ec4\u4ef6\uff0c\u7f16\u8bd1\u6210\u7247\u3002Hypit \u5c31\u662f\u89c6\u9891\u7684 Harness \u3002</p>\n<p>\u8fd9\u5c31\u662f\u6211\u4eec\u505a\u8fd9\u5957\u7cfb\u7edf\u548c\u8fd9\u95e8\u8bed\u8a00\u7684\u539f\u56e0\u3002</p>\n<h2>\u201c\u90a3\u8ba9\u6a21\u578b\u8f93\u51fa\u526a\u8f91\u6307\u4ee4\u4e0d\u5c31\u884c\u4e86\uff1f\u201d</h2>\n<p>\u5bf9\uff0c\u8fd9\u786e\u5b9e\u662f\u6b63\u786e\u65b9\u5411\u3002\u4f46\u5230\u4e86\u8fd9\u4e00\u6b65\uff0c\u505a\u526a\u8f91\u7684\u5df2\u7ecf\u4e0d\u662f\u89c6\u9891\u6a21\u578b\u4e86\uff0c\u800c\u662f\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\u5728\u5199\u4e00\u4efd\u53ef\u7f16\u8bd1\u7684\u63cf\u8ff0\uff0c\u89c6\u9891\u6a21\u578b\u9000\u56de\u6210\u8fd9\u4efd\u63cf\u8ff0\u91cc\u7684\u4e00\u4e2a\u7d20\u6750\u7ec4\u4ef6\u3002\n\u8fd9\u5176\u5b9e\u5c31\u662f\u6211\u4eec\u7684\u7ed3\u8bba\u3002\u95ee\u9898\u4e8e\u662f\u53d8\u6210\uff1a\u8fd9\u4efd\u63cf\u8ff0\u5e94\u8be5\u957f\u4ec0\u4e48\u6837\uff1f</p>\n<h2>\u65f6\u95f4\u7ebf\u4e5f\u4e0d\u662f\u7b54\u6848</h2>\n<p>\u7b2c\u4e00\u53cd\u5e94\u80af\u5b9a\u662f\u8ba9 Agent \u53bb\u64cd\u4f5c\u65f6\u95f4\u7ebf\u3002\u73b0\u5728\u4e5f\u6709\u4e0d\u5c11\u8fd9\u7c7b\u5c1d\u8bd5\uff0c\u6bd4\u5982 CapCut \u8349\u7a3f\u9006\u5411\u51fa\u6765\u7684 CLI \u3001DaVinci \u7684\u811a\u672c API \u3002\u4f46\u65f6\u95f4\u7ebf\u662f\u6309\u79d2\u7ec4\u7ec7\u7684\uff0c\u8fd9\u5bf9 Agent \u6765\u8bf4\u6709\u4e24\u4e2a\u786c\u4f24\uff1a</p>\n<ul>\n<li>\u751f\u6210\u4e4b\u524d\uff0c\u4f60\u4e0d\u77e5\u9053\u67d0\u4e2a\u8bcd\u4f1a\u843d\u5728\u7b2c\u51e0\u79d2\u3002 \u6240\u4ee5\u53ea\u80fd\u5148\u751f\u6210\uff0c\u518d\u56de\u5934\u9010\u5e27\u627e\u4f4d\u7f6e\u52a0\u6548\u679c\u3002\u8fd9\u4e2a\u540e\u7f6e\u5de5\u5e8f\u5927\u5bb6\u90fd\u5f53\u6210\u7406\u6240\u5f53\u7136\u3002</li>\n<li>\u91cd\u65b0\u751f\u6210\u8bed\u97f3\u4e4b\u540e\uff0c\u6240\u6709\u79d2\u6570\u90fd\u4f1a\u6f02\u79fb\u3002 \u4e4b\u524d\u5bf9\u597d\u7684\u6548\u679c\u5168\u90e8\u8981\u91cd\u5bf9\u4e00\u904d\u3002\n\u521b\u4f5c\u8005\u5199\u7a3f\u7684\u65f6\u5019\u8111\u5b50\u91cc\u60f3\u7684\u5176\u5b9e\u662f\u201c\u8bf4\u5230\u8fd9\u4e2a\u8bcd\u7684\u65f6\u5019\u51fa\u7279\u6548\u201d\uff0c\u800c\u4e0d\u662f\u201c\u7b2c 3.27 \u79d2\u51fa\u7279\u6548\u201d\u3002\u6240\u4ee5\u951a\u70b9\u5e94\u8be5\u653e\u5728\u8bcd\u4e0a\uff0c\u800c\u4e0d\u662f\u79d2\u4e0a\u3002</li>\n</ul>\n<h2>\u8fb9\u754c\u5462\uff1f</h2>\n<ul>\n<li>\n<p>\u6a21\u578b\u4f1a\u8fdb\u6b65\u3002\u591a\u955c\u5934\u751f\u6210\u3001\u5e26\u5b57\u5e55\u751f\u6210\u80af\u5b9a\u4f1a\u8d8a\u6765\u8d8a\u597d\uff0c\u5982\u679c\u4f60\u7684\u9700\u6c42\u5c31\u662f\u201c\u4e00\u955c\u5230\u5e95\u3001\u70e7\u4e2a\u5b57\u5e55\u3001\u53d1\u4e00\u6b21\u5c31\u5b8c\u201d\uff0c\u4ee5\u540e\u6a21\u578b\u4e5f\u8bb8\u5355\u72ec\u5c31\u591f\u7528\u3002</p>\n</li>\n<li>\n<p>\u4f46\u53ea\u8981\u4f60\u9700\u8981\u6539\u4e00\u5904\u5176\u4f59\u4e0d\u53d8\u3001\u7cbe\u786e\u5361\u70b9\u3001\u6279\u91cf\u51fa\u53d8\u4f53\uff0c\u4f60\u5c31\u9700\u8981\u4e00\u4efd\u53ef\u7f16\u8f91\u7684\u6e90\u7801\u3002\u8fd9\u4e2a\u8fb9\u754c\u4e0d\u4f1a\u56e0\u4e3a\u6a21\u578b\u53d8\u5927\u800c\u6d88\u5931\uff0c\u56e0\u4e3a\u95ee\u9898\u51fa\u5728\u8f93\u51fa\u5f62\u6001\u4e0a\uff0c\u800c\u4e0d\u662f\u80fd\u529b\u4e0a\u3002</p>\n</li>\n<li>\n<p>\u6211\u4eec\u4e0d\u662f\u5927\u5382\u6a21\u578b\u8fdb\u6b65\u5c31\u80fd\u88ab\u79d2\u6740\u7684\u521b\u4e1a\u516c\u53f8\uff0c\u50cf Seedance \u3001GPT Image \u3001MiniMax \u8fd9\u4e9b\u5728\u7cfb\u7edf\u91cc\u90fd\u662f\u53ef\u4ee5\u66ff\u6362\u7684\u7ec4\u4ef6\uff0c\u81ea\u5df1\u5e26 Key \uff08 BYOK \uff09\u5c31\u80fd\u7528\u3002\u53cd\u8fc7\u6765\uff0c\u4e5f\u53ef\u4ee5\u4e00\u4e2a\u6a21\u578b\u90fd\u4e0d\u8c03\uff0c\u53ea\u7528\u5b57\u5e55\u3001\u52a8\u6548\u548c\u4ee3\u7801\u6e32\u67d3\u7684\u753b\u9762\uff0c\u76f4\u63a5\u7f16\u8bd1\u51fa\u6210\u7247\uff0c\u6210\u672c\u662f 0 \u3002</p>\n</li>\n</ul>\n<p>\u6211\u4eec\u8fd8\u5f88\u65e9\u671f\uff0c\u6a21\u677f\u4e5f\u4e0d\u591a\u3002\u6bd4\u8d77 star \uff0c\u6211\u4eec\u66f4\u60f3\u542c\u5927\u5bb6\u7684\u7406\u89e3\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kailyn", 
        "name": "kailyn", 
        "avatar": "https://cdn.v2ex.com/avatar/f078/fd89/449768_large.png?m=1790069347"
      }, 
      "url": "https://www.v2ex.com/t/1244027", 
      "title": "2 \u4e2a\u6708\u524d\u505a\u7684\u5065\u8eab\u3001\u745c\u4f3d\u62c9\u4f38\u7684\u8bed\u97f3\u8ba1\u65f6\u5c0f\u7a0b\u5e8f\uff0c\u6628\u5929\u5b9e\u73b0\u4e86\u5355\u65e5 150 uv \u4e86", 
      "id": "https://www.v2ex.com/t/1244027", 
      "date_published": "2026-09-22T09:47:41+00:00", 
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      "url": "https://www.v2ex.com/t/1244026", 
      "title": "\u5c0f\u7c73 MiMo \u9047\u5230\u7684\u6709\u8da3\u8d60\u91d1\u903b\u8f91", 
      "id": "https://www.v2ex.com/t/1244026", 
      "date_published": "2026-09-22T09:39:39+00:00", 
      "content_html": "<p>\u65e9\u4e0a\u5145\u4e86\u4e00\u5757\u94b1\u8bd5\u7528 mimo-2.6 \u5e76\u4e14\u82b1\u5b8c\u4e86\uff0c\u4e0b\u5348\u6709\u4eba\u8d70\u4e86\u6211\u7684 aff \uff0c\u7ed9\u4e86 10r \u8d60\u91d1\u3002\u4f46\u662f\u8d60\u91d1\u4e2d\u7684 1 \u5757\u8f6c\u5316\u4e86\u73b0\u91d1\uff0c\u5269\u4e0b\u4e5d\u5757\u624d\u662f\u8d60\u91d1\uff0c\u5947\u5999\u7684\u903b\u8f91\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/F4v0WSv.png\"/>\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/bkDMjWr.png\"/></p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/InepyWG.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DecadentF", 
        "name": "DecadentF", 
        "avatar": "https://cdn.v2ex.com/avatar/ede2/f0c8/412081_large.png?m=1767062869"
      }, 
      "url": "https://www.v2ex.com/t/1244020", 
      "title": "ChatGPT\u3001DeepSeek \u5bf9\u6bd4\u6d4b\u8bd5", 
      "id": "https://www.v2ex.com/t/1244020", 
      "date_published": "2026-09-22T09:21:46+00:00", 
      "content_html": "<p>\u539f\u672c\u662f\u6253\u7b97\u6d4b\u8bd5 MiMo \u6700\u65b0\u6a21\u578b\u7684\uff0c\u770b\u8bba\u575b\u6709\u4eba\u8bf4\u4f1a\u6709\u7279\u8c03\uff0c\u6240\u4ee5\u6ca1\u6709\u4f7f\u7528\u9e48\u9e55\u6d4b\u8bd5\uff0c\u8ba9 Codex \u51fa\u4e86\u4e00\u4e2a\u6d4b\u8bd5\u9898</p>\n<blockquote>\n<p><strong>\u4e3a\u5565\u540e\u6765\u6ca1\u6709\u6d4b\u8bd5 MiMo \uff0c\u53cd\u800c\u6d4b\u8bd5\u4e86 DeepSeek \u5462\uff0c\u4e3b\u8981\u8fd8\u662f\u6ca1\u6709\u8ba2\u9605\ud83d\ude02\ud83d\ude02</strong></p>\n</blockquote>\n<pre><code class=\"language-markdown\">\u4f60\u662f\u4e00\u540d\u9ad8\u7ea7\u524d\u7aef\u5de5\u7a0b\u5e08\u3002\u8bf7\u5b9e\u73b0\u4e00\u4e2a\u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u5355\u6587\u4ef6 `index.html`\uff0c\u6a21\u62df\u82f9\u679c\u5b98\u7f51\u98ce\u683c\u7684\u53ef\u62d6\u62fd\u6298\u53e0\u624b\u673a\u5c55\u793a\u6548\u679c\u3002\n\n\u8981\u6c42\uff1a\n\n1. \u53ea\u80fd\u4f7f\u7528\u539f\u751f HTML \u3001CSS \u3001JavaScript \uff0c\u4e0d\u80fd\u4f7f\u7528 React \u3001Vue \u3001Three.js \u3001Canvas \u3001WebGL \u3001\u89c6\u9891\u6216\u5916\u90e8\u4f9d\u8d56\u3002\n2. \u624b\u673a\u7531\u5de6\u53f3\u4e24\u4e2a\u5c4f\u5e55\u9762\u677f\u548c\u4e2d\u95f4\u8f6c\u8f74\u7ec4\u6210\uff0c\u4f7f\u7528 CSS 3D \u5b9e\u73b0\uff1a\n   - \u5c55\u5f00\u89d2\u5ea6\u4e3a 180\u00b0\uff1b\n   - \u534a\u6298\u89d2\u5ea6\u4e3a 90\u00b0\uff1b\n   - \u95ed\u5408\u89d2\u5ea6\u4e3a 0\u00b0\uff1b\n   - \u53f3\u4fa7\u9762\u677f\u5fc5\u987b\u56f4\u7ed5\u8f6c\u8f74\u65cb\u8f6c\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u7f29\u653e\u6216\u5207\u6362\u56fe\u7247\u3002\n3. \u9875\u9762\u5305\u542b\uff1a\n   - \u4e00\u4e2a\u53ef\u62d6\u62fd\u7684 range \u6ed1\u5757\uff1b\n   - \u201c\u6a2a\u5c4f\u201d\u201c\u7ad6\u5c4f\u201d\u201c\u95ed\u5408\u201d\u201c\u5750\u7acb\u201d\u201c\u7ad9\u7acb\u201d\u4e94\u4e2a\u9884\u8bbe\u6309\u94ae\uff1b\n   - \u5f53\u524d\u6298\u53e0\u89d2\u5ea6\u7684\u6570\u503c\u663e\u793a\uff1b\n   - \u624b\u673a\u5c4f\u5e55\u4e2d\u7684\u6e10\u53d8\u58c1\u7eb8\u3001\u6587\u5b57\u548c\u51e0\u4e2a\u7b80\u5355\u56fe\u6807\u3002\n4. \u652f\u6301\u9f20\u6807\u3001\u89e6\u6478\u548c\u952e\u76d8\u64cd\u4f5c\uff1a\n   - \u62d6\u52a8\u6ed1\u5757\u5b9e\u65f6\u66f4\u65b0 3D \u89d2\u5ea6\uff1b\n   - \u952e\u76d8\u5de6\u53f3\u65b9\u5411\u952e\u8c03\u6574\u89d2\u5ea6\uff1b\n   - Home \u8bbe\u7f6e\u4e3a 0\u00b0\uff0cEnd \u8bbe\u7f6e\u4e3a 180\u00b0\uff1b\n   - \u89d2\u5ea6\u5fc5\u987b\u9650\u5236\u5728 0\u00b0 \u5230 180\u00b0\u3002\n5. \u6b63\u786e\u5904\u7406 CSS 3D \u7684 `perspective`\u3001`transform-origin`\u3001`transform-style`\u3001`backface-visibility` \u548c\u9634\u5f71\uff0c\u4f7f\u6298\u53e0\u65f6\u5177\u6709\u771f\u5b9e\u7684\u7a7a\u95f4\u611f\u3002\n6. \u652f\u6301 `prefers-reduced-motion`\uff0c\u7528\u6237\u5f00\u542f\u51cf\u5c11\u52a8\u6001\u6548\u679c\u540e\uff0c\u4e0d\u5e94\u4f7f\u7528\u660e\u663e\u7684\u7f13\u52a8\u52a8\u753b\u3002\n7. \u9875\u9762\u9700\u8981\u54cd\u5e94\u5f0f\u9002\u914d\u684c\u9762\u548c\u79fb\u52a8\u7aef\uff0c\u4e0d\u80fd\u51fa\u73b0\u6a2a\u5411\u6eda\u52a8\u6761\u3002\n8. \u4e0d\u8981\u4f7f\u7528\u5047\u7684\u9010\u5e27\u56fe\u7247\u5207\u6362\u6765\u4f2a\u9020\u52a8\u753b\u3002\n9. \u8bf7\u5148\u5217\u51fa\u4e0d\u8d85\u8fc7 5 \u6761\u5b9e\u73b0\u5047\u8bbe\uff0c\u7136\u540e\u7ed9\u51fa\u5b8c\u6574\u4ee3\u7801\uff0c\u6700\u540e\u7ed9\u51fa\u81f3\u5c11 5 \u4e2a\u8fb9\u754c\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5e76\u8bf4\u660e\u6bcf\u4e2a\u7528\u4f8b\u7684\u9884\u671f\u7ed3\u679c\u3002\n10. \u4ee3\u7801\u5fc5\u987b\u590d\u5236\u5230\u672c\u5730\u540e\u76f4\u63a5\u6253\u5f00\u5373\u53ef\u8fd0\u884c\u3002\n</code></pre>\n<h2>\u6d4b\u8bd5\u7ed3\u679c</h2>\n<p>\u53cc\u65b9\u90fd\u5b9e\u73b0\u4e86\u6298\u53e0\u4ea4\u4e92\u529f\u80fd</p>\n<h3>ChatGPT 5.6 Luna \u6700\u9ad8</h3>\n<p>5.6Luna \u6548\u679c <img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/5GGr3sd.gif\"/> </p>\n<p>\u4f18\u70b9\uff1a\u8017\u65f6 7 \u5206\u949f\uff0c\u9875\u9762 UI \u5f3a\n\u7f3a\u70b9\uff1a\u5b83\u5c06\u6298\u53e0\u65b9\u5411\u7ed9\u6574\u53cd\u4e86\uff0c\u628a\u5c4f\u5e55\u5f80\u540e\u6273</p>\n<h3>DeepSeek V4 pro \uff08\u989d\u5ea6\u82b1\u8d39 4.47 \uff09</h3>\n<p>DeepSeek V4 pro \u6548\u679c <img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/oh7nNHM.gif\"/> </p>\n<p>\u4f18\u70b9\uff1a\u6298\u53e0\u65b9\u5411\u6b63\u786e\n\u7f3a\u70b9\uff1a\u8017\u65f6\u957f 12 \u5206\u949f\uff0cUI \u6ca1\u6709\u90a3\u4e48\u597d\u770b</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xiaoguailolo", 
        "name": "xiaoguailolo", 
        "avatar": "https://cdn.v2ex.com/avatar/4fd7/bf86/846920_large.png?m=1788850358"
      }, 
      "url": "https://www.v2ex.com/t/1244016", 
      "title": "\u804a\u804a 2026 \u5e74\u8fd9\u51e0\u5bb6\u63a5\u7801\u5e73\u53f0\uff1a\u8e29\u5751\u4e00\u5708\u540e\uff0c\u8fd9\u51e0\u4e2a\u8fd8\u7b97\u597d\u7528", 
      "id": "https://www.v2ex.com/t/1244016", 
      "date_published": "2026-09-22T09:07:16+00:00", 
      "content_html": "<p>\u5e73\u65f6\u5927\u5bb6\u6ce8\u518c\u6d77\u5916\u8d26\u53f7\u3001\u6d4b\u77ed\u4fe1\u63a5\u53e3\u3001\u6216\u8005\u641e\u4e9b\u9a8c\u8bc1\u5c0f\u5b9e\u9a8c\uff0c\u80af\u5b9a\u5c11\u4e0d\u4e86\u8981\u7528\u5230\u63a5\u7801\u5e73\u53f0\u3002</p>\n<p>\u6211\u81ea\u5df1\u4e4b\u524d\u771f\u8e29\u8fc7\u5de8\u591a\u5751\uff1a\u5f88\u591a\u5e73\u53f0\u94b1\u5145\u8fdb\u53bb\u4e86\u538b\u6839\u6536\u4e0d\u5230\u7801\uff0c\u6709\u7684\u77ed\u4fe1\u5361\u4e2a\u5341\u51e0\u5206\u949f\u624d\u51fa\u6765\uff0c\u6700\u8981\u547d\u7684\u662f\u6709\u4e9b\u670d\u52a1\u8fc7\u4e24\u5929\u8981\u4e8c\u6b21\u9a8c\u8bc1\uff0c\u865a\u62df\u53f7\u65e9\u5c31\u6ca1\u4e86\uff0c\u76f4\u63a5\u5f53\u573a\u62a5\u5e9f\u3002</p>\n<p><strong>\u9646\u9646\u7eed\u7eed\u6d4b\u4e86\u633a\u591a\uff0c\u6311\u4e86\u51e0\u4e2a\u76ee\u524d\u8fd8\u6d3b\u7740\u3001\u5b9e\u6d4b\u6bd4\u8f83\u7a33\u7684\u51fa\u6765\uff0c\u6309\u573a\u666f\u7ed9\u5927\u5bb6\u968f\u624b\u76d8\u4e00\u4e0b\u3002\u5148\u8bf4\u5728\u524d\u5934\uff1a\u63a5\u7801\u8fd9\u73a9\u610f\u53d8\u6570\u633a\u5927\u7684\uff0c\u53f7\u7801\u8d28\u91cf\u548c\u4ef7\u683c\u968f\u65f6\u53ef\u80fd\u53d8\uff0c\u5927\u5bb6\u7528\u4e4b\u524d\u6700\u597d\u770b\u4e00\u773c\u5b98\u7f51\u5b9e\u65f6\u72b6\u6001\u3002</strong></p>\n<h2>1. longsms \uff08\u76ee\u524d\u6211\u6700\u63a8\u8350\u7684\u4e00\u4e2a\uff09</h2>\n<ul>\n<li>\n<p>\u5b98\u7f51\uff1a <a href=\"https://longsms.net/\" rel=\"nofollow\">https://longsms.net/</a></p>\n</li>\n<li>\n<p>\u8fd9\u4e2a\u662f\u6211\u76ee\u524d\u7684\u4e3b\u529b\uff0c\u5982\u679c\u8981\u9632\u8d26\u53f7\u4e8c\u6b21\u9a8c\u8bc1\uff0c\u9996\u9009\u5b83\u3002</p>\n</li>\n<li>\n<p>\u53f7\u7801\u60c5\u51b5\uff1a\u80fd\u641e\u5230\u7f8e\u3001\u52a0\u3001\u82f1\u3001\u8377\u3001\u745e\u5178\u7684\u957f\u671f\u7269\u7406\u53f7/\u865a\u62df\u53f7\uff1b\u4e5f\u6709\u5168\u7403\u4e00\u767e\u591a\u4e2a\u56fd\u5bb6\u7684\u4e34\u65f6\u865a\u62df\u53f7\u3002</p>\n</li>\n<li>\n<p>\u5b9e\u6d4b\u4f53\u9a8c\uff1a\u63a5\u7801\u901f\u5ea6\u771f\u633a\u5feb\uff0c\u57fa\u672c 10 \u79d2\u5185\u5c31\u80fd\u6536\u5230\u3002\u6d4b\u4e86 WhatsApp \u3001LinkedIn \u3001Gmail \u3001Telegram \u90fd\u80fd\u8fc7\uff0c\u63a5\u7801\u7387\u80fd\u6709 90% \u4ee5\u4e0a\u3002</p>\n</li>\n<li>\n<p>\u4e3a\u4ec0\u4e48\u63a8\u8350\uff1a\u6700\u723d\u7684\u662f\u5b83\u652f\u6301\u957f\u671f\u79df\u8d41\uff0c\u6700\u957f\u80fd\u76f4\u63a5\u79df 360 \u5929\uff0c\u4ef7\u683c\u8fd8\u4e0d\u8d35\u3002\u6709 API \u3001\u754c\u9762\u6e05\u6670\u3001\u652f\u6301\u4e2d\u6587\uff0c\u5145\u503c\u4e5f\u80fd\u5c0f\u989d\u5145\uff0c\u4e0d\u7528\u4e00\u6b21\u62bc\u5927\u51e0\u5341\u5757\u3002</p>\n</li>\n</ul>\n<h2>2. 5SIM \uff08\u6027\u4ef7\u6bd4\u9ad8\u7684\u4e34\u65f6\u5907\u7528\uff09</h2>\n<ul>\n<li>\n<p>\u5b98\u7f51\uff1a <a href=\"https://5sim.net/\" rel=\"nofollow\">https://5sim.net/</a></p>\n</li>\n<li>\n<p>\u8001\u724c\u5b50\u4e86\uff0c\u9002\u5408\u505a\u4e00\u6b21\u6027\u4e34\u65f6\u63a5\u7801\u3002</p>\n</li>\n<li>\n<p>\u53f7\u7801\u60c5\u51b5\uff1a\u8986\u76d6 100 \u591a\u4e2a\u56fd\u5bb6\uff0c\u4f46\u53ea\u652f\u6301\u79df 20 \u5206\u949f\u7684\u4e34\u65f6\u53f7\uff0c\u4e0d\u80fd\u7eed\u8d39\u957f\u79df\u3002</p>\n</li>\n<li>\n<p>\u5b9e\u6d4b\u4f53\u9a8c\uff1a\u901f\u5ea6\u4e2d\u89c4\u4e2d\u77e9\uff0c\u4e00\u822c 30 \u79d2\u5230 1 \u5206\u949f\u5de6\u53f3\u5230\uff0c\u63a5\u7801\u7387\u5927\u6982 60% \u4e0a\u4e0b\u3002Google \u3001LinkedIn \u6d4b\u8fc7\u6ca1\u95ee\u9898\u3002</p>\n</li>\n<li>\n<p>\u603b\u7ed3\uff1a\u80dc\u5728\u5355\u4ef7\u4fbf\u5b9c\u3001\u652f\u6301\u4e2d\u6587\u3001\u53ef\u4ee5\u5c0f\u989d\u5145\u503c\u3002\u5982\u679c\u5c31\u662f\u4e34\u65f6\u6ce8\u518c\u4e2a\u4e0d\u592a\u91cd\u8981\u7684\u53f7\uff0c\u7528\u5b83\u6027\u4ef7\u6bd4\u633a\u9ad8\u3002</p>\n</li>\n</ul>\n<h2>3. SMS-Man \uff08\u56fd\u5bb6\u6700\u5168\uff0cTG \u673a\u5668\u4eba\u633a\u597d\u7528\uff09</h2>\n<ul>\n<li>\n<p>\u5b98\u7f51\uff1a <a href=\"https://sms-man.com/\" rel=\"nofollow\">https://sms-man.com/</a></p>\n</li>\n<li>\n<p>\u5982\u679c\u9700\u8981\u4e00\u4e9b\u504f\u95e8\u5c0f\u56fd\u5bb6\u7684\u53f7\u7801\uff0c\u53ef\u4ee5\u770b\u8fd9\u5bb6\u3002</p>\n</li>\n<li>\n<p>\u53f7\u7801\u60c5\u51b5\uff1a\u53f7\u79f0\u8986\u76d6 365 \u4e2a\u56fd\u5bb6\uff0c\u8986\u76d6\u9762\u786e\u5b9e\u662f\u8fd9\u51e0\u5bb6\u91cc\u6700\u5e7f\u7684\u3002</p>\n</li>\n<li>\n<p>\u5b9e\u6d4b\u4f53\u9a8c\uff1a\u901f\u5ea6\u8fd8\u884c\uff0c\u534a\u5206\u949f\u5185\u80fd\u6536\u5230\u3002\u6d4b\u4e86 Google \u548c Twitter (X) \u7a33\u5b9a\u6027\u90fd\u4e0d\u9519\u3002</p>\n</li>\n<li>\n<p>\u6700\u5927\u7684\u4eae\u70b9\uff1a\u4ed6\u4eec\u5bb6\u505a\u4e86 Telegram \u673a\u5668\u4eba\uff0c\u76f4\u63a5\u5728 TG \u91cc\u9762\u5c31\u80fd\u4e70\u53f7\u3001\u770b\u9a8c\u8bc1\u7801\uff0c\u61d2\u5f97\u5f00\u7f51\u9875\u7684\u65f6\u5019\u7528\u7740\u5f88\u987a\u624b\u3002</p>\n</li>\n<li>\n<p>\u5410\u69fd\uff1a\u6709\u6700\u4f4e\u6d88\u8d39\u95e8\u69db\uff08\u6700\u4f4e\u5145 10 \u5200\uff09\uff0c\u53f7\u7801\u5355\u4ef7\u4e5f\u76f8\u5bf9\u504f\u8d35\u4e00\u70b9\u3002\u5e26\u4e2d\u6587\u3002</p>\n</li>\n</ul>\n<h2>4. TextVerified \uff08\u4e13\u95e8\u5bf9\u4ed8\u98ce\u63a7\u4e25\u683c\u7684\u5927\u5382\uff09</h2>\n<ul>\n<li>\n<p>\u5b98\u7f51\uff1a <a href=\"https://www.textverified.com/\" rel=\"nofollow\">https://www.textverified.com/</a></p>\n</li>\n<li>\n<p>\u6709\u4e9b\u5927\u5382\u98ce\u63a7\u6781\u4e25\uff0c\u4e00\u8bc6\u522b\u662f\u865a\u62df VoIP \u53f7\u7801\u76f4\u63a5\u79d2\u62d2\uff0c\u8fd9\u65f6\u5019\u5c31\u5f97\u4e0a\u8fd9\u5bb6\u4e86\u3002</p>\n</li>\n<li>\n<p>\u53f7\u7801\u60c5\u51b5\uff1a\u7ed9\u7684\u662f\u7f8e\u56fd\u771f\u5b9e\u8fd0\u8425\u5546\u7684 Non-VoIP \uff08\u5b9e\u4f53\u5361\uff09\u53f7\u7801\u3002</p>\n</li>\n<li>\n<p>\u5b9e\u6d4b\u4f53\u9a8c\uff1a\u63a5\u7801\u901f\u5ea6\u5f88\u5feb\uff08 10 \uff5e 30 \u79d2\uff09\uff0c\u6210\u529f\u7387\u57fa\u672c\u5728 90% \u5de6\u53f3\u3002\u50cf Google \u3001TG \u3001WhatsApp \u8fd9\u79cd\u5bb9\u6613\u5c01\u865a\u62df\u53f7\u7684\uff0c\u7528\u5b83\u57fa\u672c\u4e00\u628a\u8fc7\u3002</p>\n</li>\n<li>\n<p>\u7f3a\u70b9\uff1a\u4ef7\u683c\u786e\u5b9e\u8d35\uff0c\u800c\u4e14\u754c\u9762\u6ca1\u6709\u4e2d\u6587\u3002\u53ea\u9002\u5408\u62ff\u6765\u5bf9\u4ed8\u90a3\u4e9b\u6781\u5ea6\u96be\u641e\u7684\u91cd\u8981\u8d26\u53f7\u3002</p>\n</li>\n</ul>\n<h2>5. HeroSMS \uff08 SMS-Activate \u7684\u7ee7\u4efb\u8005\uff0c\u5f53\u4e2a\u5e94\u6025\u5907\u80ce\uff09</h2>\n<ul>\n<li>\n<p>\u5b98\u7f51\uff1a <a href=\"https://hero-sms.com/\" rel=\"nofollow\">https://hero-sms.com/</a></p>\n</li>\n<li>\n<p>\u8001\u7ad9 SMS-Activate \u7684\u540e\u7ee7\u7ad9\u70b9\uff0c\u73b0\u5728\u98ce\u8bc4\u6bd4\u8f83\u4e00\u822c\u3002</p>\n</li>\n<li>\n<p>\u5b9e\u6d4b\u4f53\u9a8c\uff1a\u53f7\u7801\u633a\u591a\uff08 180+ \u56fd\u5bb6\uff09\uff0c\u4fbf\u5b9c\u4e5f\u5e26\u4e2d\u6587\u3002\u4f46\u63a5\u6536\u901f\u5ea6\u504f\u6162\uff0c\u6709\u65f6\u5019\u8981\u7b49\u4e24\u5206\u949f\uff0c\u6210\u529f\u7387\u4f53\u611f\u53ea\u6709 30% \u5de6\u53f3\uff0c\u7ecf\u5e38\u541e\u7801\u3002</p>\n</li>\n<li>\n<p>\u603b\u7ed3\uff1a\u5982\u679c\u524d\u9762\u51e0\u5bb6\u90fd\u627e\u4e0d\u5230\u5408\u9002\u56fd\u5bb6\u7684\u53f7\uff0c\u53ef\u4ee5\u62ff\u5b83\u6765\u57ab\u5e95\u8bd5\u4e00\u8bd5\u3002</p>\n</li>\n</ul>\n<h2>6. Receive-SMS-Online \uff08\u514d\u767b\u5f55\u767d\u5ad6\uff0c\u4f46\u522b\u62b1\u592a\u5927\u5e0c\u671b\uff09</h2>\n<ul>\n<li>\n<p>\u5b98\u7f51\uff1a <a href=\"https://receive-sms-online.info/\" rel=\"nofollow\">https://receive-sms-online.info/</a></p>\n</li>\n<li>\n<p>\u4e0d\u7528\u6ce8\u518c\u3001\u70b9\u5f00\u7f51\u9875\u5c31\u80fd\u770b\u516c\u5171\u77ed\u4fe1\u7684\u7ad9\u3002</p>\n</li>\n<li>\n<p>\u5b9e\u6d4b\u4f53\u9a8c\uff1a\u4e0a\u9762\u7684\u514d\u8d39\u53f7\u7801\u57fa\u672c\u88ab\u5404\u8def\u4eba\u9a6c\u6ce8\u518c\u70c2\u4e86\uff0c\u50cf Google \u3001TG \u8fd9\u79cd\u57fa\u672c\u4e0d\u53ef\u80fd\u6536\u5230\u7801\uff0c\u4e5f\u5c31\u53ea\u80fd\u62ff\u6765\u6536\u4e00\u4e9b\u4e71\u4e03\u516b\u7cdf\u4e0d\u77e5\u540d\u5c0f\u7ad9\u7684\u9a8c\u8bc1\u7801\u3002</p>\n</li>\n<li>\n<p>\u603b\u7ed3\uff1a\u4ed6\u4eec\u5bb6\u867d\u7136\u4e5f\u6709\u4ed8\u8d39\u53f7\uff0c\u4f46\u633a\u8d35\u8fd8\u6ca1 API \uff0c\u771f\u8981\u82b1\u94b1\u7528\u5b83\u8fd8\u4e0d\u5982\u7528\u524d\u9762\u7684\u3002\u767d\u5ad6\u5e94\u6025\u53ef\u4ee5\u770b\u4e00\u773c\uff0c\u6b63\u7ecf\u7528\u5c31\u7b97\u4e86\u3002</p>\n</li>\n</ul>\n<p>\u5927\u5bb6\u5e73\u65f6\u4e3b\u529b\u7528\u7684\u662f\u54ea\u5bb6\uff1f\u6216\u8005\u8fd8\u6709\u4ec0\u4e48\u79c1\u85cf\u7684\u597d\u7528\u5e73\u53f0\uff0c\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u5b89\u5229\u4e00\u6ce2\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lockerhyz", 
        "name": "lockerhyz", 
        "avatar": "https://cdn.v2ex.com/avatar/59df/0017/235416_large.png?m=1785751504"
      }, 
      "url": "https://www.v2ex.com/t/1244014", 
      "date_modified": "2026-09-22T09:02:40+00:00", 
      "content_html": "<p>9 \u6708\u521d\u5c0f\u7a0b\u5e8f\u7248\u672c\u5f00\u53d1\u5b8c\uff0c\u63d0\u4ea4\u5ba1\u6838\u30023 \u5468\u8fc7\u53bb\u4e86\uff0c\u5230\u73b0\u5728\u8fd8\u662f\u201c\u5ba1\u6838\u4e2d\u201d</p>\n<p>\u4e4b\u524d\u5ba1\u6838\u90fd\u662f\u6b63\u5e38\u7684\uff08\u4e00\u5929\u4e4b\u5185\u90fd\u80fd\u8fc7\uff09\uff0c\u4f46\u4e0d\u77e5\u9053\u4e3a\u4ec0\u4e48\uff0c\u8fd9\u4e2a\u7248\u672c\u5c31\u4e00\u76f4\u5361\u7740</p>\n<p>\u6211\u5c1d\u8bd5\u8fc7\uff1a</p>\n<ol>\n<li>\u4eba\u5de5\u5ba2\u670d\u3002\u611f\u89c9\u8fd9\u4e2a\u5ba2\u670d\u8fde ai \u90fd\u4e0d\u5982\uff0c\u53ea\u4f1a\u673a\u68b0\u56de\u5e94\u3002</li>\n<li>\u4e2d\u95f4\u6000\u7591\u8fc7\u662f\u4e0d\u662f\u4ee3\u7801\u6539\u52a8\u91cf\u6709\u70b9\u591a\uff0c\u5ba1\u6838\u4eba\u5458\u5ba1\u6838\u4e0d\u8fc7\u6765\u3002\u6240\u4ee5\u6211\u7279\u610f\u63d0\u4ea4\u4e86\u4e00\u4e2a\u53ea\u6539\u52a8\u4e00\u884c\u6587\u6848\u63cf\u8ff0\u7684\u5c0f\u7248\u672c\uff0c\u7ed3\u679c\u4e09\u5929\u8fc7\u53bb\u8fd8\u662f\u6ca1\u53cd\u5e94</li>\n<li>\u5c1d\u8bd5\u6539\u6210\u52a0\u6025\u5ba1\u6838\uff0c\u8bf4\u662f 2 \u5c0f\u65f6\u5185\u5c31\u4f1a\u901a\u8fc7\uff0c\u7ed3\u679c\u5230\u73b0\u5728 3 \u5929\u4e86\u8fd8\u662f\u6ca1\u53cd\u5e94</li>\n<li>\u5728\u5fae\u4fe1\u5f00\u53d1\u8005\u5e73\u53f0\u53d1\u5e16\uff0c\u5f97\u5230\u7684\u90fd\u662f\u6240\u8c13\u667a\u80fd\u56de\u590d\uff0c\u6ca1\u5565\u4f5c\u7528</li>\n</ol>\n<p>\u73b0\u5728\u6574\u4e2a\u4e1a\u52a1\u7ebf\u88ab\u5361\u4f4f\uff0c\u65f6\u95f4\u6210\u672c\u5c31\u4e00\u76f4\u8017\u5728\u8fd9\u91cc\u3002\u51c6\u5907\u4e0a\u67b6 ios \uff0c\u4ee5\u540e\u63a8\u5e7f\u65b9\u5411\u4e5f\u4e0d\u4f1a\u5728\u8003\u8651\u5c0f\u7a0b\u5e8f\u4e86</p>\n<p>\u7ad9\u91cc\u7684\u5176\u4ed6\u670b\u53cb\uff0c\u5982\u679c\u60f3\u505a\u5c0f\u7a0b\u5e8f\uff0c\u4e5f\u8981\u8003\u8651\u8fd9\u4e2a\u98ce\u9669\uff5e</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/8Aye7bl.png\"/>\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/OfUQpv4.png\"/></p>\n", 
      "date_published": "2026-09-22T09:01:50+00:00", 
      "title": "[\u5410\u69fd] \u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u8fd9\u4e2a\u5e73\u53f0\u7684\u5ba1\u6838\u673a\u5236", 
      "id": "https://www.v2ex.com/t/1244014"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/skyzt", 
        "name": "skyzt", 
        "avatar": "https://cdn.v2ex.com/gravatar/efbbcbba9b627e44c939c1cc6d99af32?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1243993", 
      "title": "\u7ed9\u6781\u7a7a\u95f4 NAS \u5199\u4e86\u4e2a\u96f6\u914d\u7f6e CLI + MCP\uff1a\u4e0d\u7528\u5bc6\u7801/SSH/DDNS\uff0c AI \u76f4\u63a5\u7ba1\u4f60\u7684 NAS", 
      "id": "https://www.v2ex.com/t/1243993", 
      "date_published": "2026-09-22T08:01:21+00:00", 
      "content_html": "\u6781\u7a7a\u95f4\u6ca1\u6709\u5b98\u65b9 CLI \u548c\u516c\u5f00 API \uff0c\u65e5\u5e38\u53ea\u80fd\u9760\u5ba2\u6237\u7aef\u70b9\u6765\u70b9\u53bb\u3002\u6211\u505a\u4e86\u4e2a<br />zspace-cli \uff0c\u601d\u8def\u662f\"\u5bc4\u751f\"\u5728\u5df2\u767b\u5f55\u7684\u684c\u9762\u5ba2\u6237\u7aef\u4e0a\uff1a\u76f4\u63a5\u8bfb\u5b83\u7684\u767b\u5f55\u6001\uff0c\u8d70\u5b83<br />\u672c\u5730\u7684 127.0.0.1:13579 \u4ee3\u7406\u2014\u2014\u6240\u4ee5**\u4e0d\u7528\u5bc6\u7801\u3001\u4e0d\u7528 SSH \u3001\u4e0d\u7528 DDNS/\u7aef\u53e3<br />\u8f6c\u53d1**\uff0c\u5ba2\u6237\u7aef\u5f00\u7740\u5c31\u80fd\u7528\u3002<br /><br />```bash<br />pip install zspace-cli<br />zs check        # \u63a2\u6d4b\u5ba2\u6237\u7aef<br />zs find \"\u6743\u529b\u7684\u6e38\u620f\"   # NAS \u5168\u6587\u7d22\u5f15\u641c\u7d22<br />zs up ./\u7535\u5f71.mkv /sata11/my/data/\u5f71\u89c6<br />zs-mcp          # MCP server \uff0c\u63a5 Claude/Cursor \u8ba9 AI \u7ba1 NAS<br />```<br /><br />\u51e0\u4e2a\u7279\u70b9\uff1a<br /><br />- \u5b8c\u6574 CLI + Python SDK + MCP server \uff08 Glama \u5df2\u6536\u5f55\uff09<br />- \u9644\u8d60 8 \u4e2a\u8de8 NAS \u6574\u7406 Agent Skill \uff08\u7167\u7247/\u97f3\u4e50/\u5f71\u89c6/\u4e0b\u8f7d\u6e05\u7406/\u91cd\u590d\u6587\u4ef6/<br />  \u5907\u4efd\u5ba1\u8ba1\u2026\uff09+ nas-report \u5168\u76d8\u5b58\u50a8\u753b\u50cf\u3002\u811a\u672c\u53ea\u8bfb\u626b\u63cf\uff0c\u91cd\u547d\u540d/\u79fb\u52a8\u7531<br />  LLM \u51fa\u65b9\u6848\u3001\u4eba\u786e\u8ba4\u3001Agent \u6267\u884c\u2014\u2014SMB \u6302\u8f7d\u5373\u53ef\u7528\uff0c\u4e0d\u9650\u6781\u7a7a\u95f4<br />- \u5927\u6587\u4ef6\u4e0a\u4f20\u662f\u9006\u5411\u684c\u9762\u5ba2\u6237\u7aef\u7684\u5206\u7247\u534f\u8bae\u5b9e\u73b0\u7684\uff08 uuid \u4f1a\u8bdd + 2MB \u5206\u7247\uff09\uff0c<br />  \u672c\u5730\u4ee3\u7406\u5bf9\u5355\u8bf7\u6c42\u4f53\u79ef\u6709\u4e0a\u9650\uff0c\u666e\u901a\u505a\u6cd5\u76f4\u63a5 413 \uff1b\u4e2d\u6587\u6587\u4ef6\u540d\u5168\u94fe\u8def OK<br />  \uff08 680MB \u89c6\u9891\u5f80\u8fd4 MD5 \u6821\u9a8c\uff09<br />- CI \u8dd1 ubuntu/macos/windows \u00d7 py3.9/3.12 \uff0c\u6d4b\u8bd5\u5168 mock\u2014\u2014**\u6ca1\u6709\u6781\u7a7a\u95f4<br />  \u4e5f\u80fd\u8d21\u732e\u4ee3\u7801**<br /><br />\u73b0\u5728\u4ed3\u5e93\u91cc\u6302\u4e86\u4e00\u6279\u5e26\u96be\u5ea6\u6807\u7b7e\u7684\u8d21\u732e\u70b9\u5b50\uff08\u65ad\u70b9\u7eed\u4f20\u3001\u5e76\u884c\u5206\u7247\u3001\u767e\u5ea6\u7f51\u76d8<br />\u96c6\u6210 /znetdisk/*\u3001WebDAV \u6302\u8f7d\u52a9\u624b\u2026\uff09\uff0c\u9644\u9006\u5411\u7b14\u8bb0\u3002\u6b22\u8fce star / PR\uff1a<br /><br /><a target=\"_blank\" href=\"https://github.com/skyzhao1223/zspace-cli\" rel=\"nofollow noopener\">https://github.com/skyzhao1223/zspace-cli</a><br /><a target=\"_blank\" href=\"https://github.com/skyzhao1223/baidu-pan-skill\" rel=\"nofollow noopener\">https://github.com/skyzhao1223/baidu-pan-skill</a> \uff08\u767e\u5ea6\u4fa7\u5168\u94fe\u8def\uff0cv0.2.0 \u5df2\u652f\u6301\u6587\u4ef6\u5939\u5206\u4eab\u9012\u5f52\uff09<br /><br />\u5b8c\u6574\u9006\u5411\u8fc7\u7a0b\uff08 dlink 31362 \u6b7b\u8def\u3001\u5e76\u53d1\u9650\u901f\u5b9e\u9a8c\u3001\u6781\u7a7a\u95f4\u5206\u7247\u534f\u8bae\u3001uuid \u516c\u5f0f\u91cc\u7684<br />JS \u52a0\u6cd5\u9677\u9631\uff09\u5df2\u53d1\u5168\u6587\uff1a <a target=\"_blank\" href=\"https://blog.csdn.net/boyzhaotian/article/details/166349848\" rel=\"nofollow noopener\">https://blog.csdn.net/boyzhaotian/article/details/166349848</a><br /><br />\u53e6\u5916\u6c42 Windows \u6781\u7a7a\u95f4\u7528\u6237\u5e2e\u4e2a\u5fd9\uff1a\u770b\u4e00\u773c\u4f60\u7684 `vuex.json` \u5728\u54ea\u4e2a\u76ee\u5f55<br />\uff08 issue #7 \uff09\uff0c\u6211\u628a Windows \u8def\u5f84\u63a2\u6d4b\u4fee\u6b63\u6389\uff0c\u4e00\u5206\u949f\u7684\u4e8b\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kylebing", 
        "name": "kylebing", 
        "avatar": "https://cdn.v2ex.com/avatar/c370/1eaf/541648_large.png?m=1773904338"
      }, 
      "url": "https://www.v2ex.com/t/1243981", 
      "title": "\u53d1\u73b0\u4e00\u4e2a\u4e0d\u9519\u7684\u4eff discord \u7684 app Fanbook", 
      "id": "https://www.v2ex.com/t/1243981", 
      "date_published": "2026-09-22T07:36:50+00:00", 
      "content_html": "<p>\u81ea\u5df1\u5728\u5f04\u4e00\u4e2a\u5174\u8da3\u7ec4\uff0c\u57fa\u4e8e\u4e94\u7b14\u7684\uff0c\u6700\u8fd1\u4e0d\u592a\u559c\u6b22 qq \u7684\u804a\u5929\u65b9\u5f0f\uff0c\u5c31\u60f3\u627e\u4e00\u4e2a\u7c7b\u4f3c discord \u7684\uff0c\u8c46\u5305\u63a8\u8350\u4e86\u8fd9\u4e2a\u3002</p>\n<p>\u4e0d\u7528 discord \u4e3b\u8981\u662f\u56e0\u4e3a\u56fd\u5185\u7528\u6237\u65e0\u6cd5\u5f88\u65b9\u4fbf\u7684\u53bb\u4f7f\u7528\uff0c9/10 \u7684\u7528\u6237\u90fd\u4e0d\u4f1a\u3002<br/>\n\u6240\u4ee5 \u8fd9\u4e2a fanbook \u8fd8\u662f\u4e2a\u4e0d\u9519\u7684 app \uff0c\u5e0c\u671b\u80fd\u7ef4\u62a4\u4e0b\u53bb\uff0c\u56fd\u5185\u771f\u7684\u6bd4\u8f83\u9700\u8981\u4e00\u4e2a\u4f3c discord \u7684\u5e94\u7528\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hrasky", 
        "name": "hrasky", 
        "avatar": "https://cdn.v2ex.com/avatar/f52a/5875/46242_large.png?m=1790328651"
      }, 
      "url": "https://www.v2ex.com/t/1243969", 
      "title": "meta muse \u5e94\u8be5\u4e0d\u662f\u4e00\u9635\u98ce", 
      "id": "https://www.v2ex.com/t/1243969", 
      "date_published": "2026-09-22T07:05:55+00:00", 
      "content_html": "<p>\u6df1\u5165\u4f7f\u7528 muse AI \u4e00\u6574\u5929\uff0c\u8ba2\u7968\uff0c\u5b89\u6392\u65e5\u7a0b\uff0c\u8d2d\u7269\u6bd4\u4ef7\uff0c\u8fd8\u90fd\u86ee\u597d\u7528\n\u8fd9\u6b21\u4eba\u6e23\u4ea7\u54c1\u4e0d\u6e23\uff0c\u611f\u89c9\u5927\u5382\u4eec\u8981\u6765\u4e00\u6ce2\u4e2a\u4eba AI \u52a9\u7406\u5927\u6218\u4e86\n\u9080\u8bf7\u7801\uff1aGJ40AN</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kidrue", 
        "name": "kidrue", 
        "avatar": "https://cdn.v2ex.com/avatar/63b1/9181/602113_large.png?m=1785979922"
      }, 
      "url": "https://www.v2ex.com/t/1243962", 
      "title": "av \u5973\u6f14\u5458\u8f6c\u884c\u7a0b\u5e8f\u5458", 
      "id": "https://www.v2ex.com/t/1243962", 
      "date_published": "2026-09-22T06:46:34+00:00", 
      "content_html": "<p>\u7528 claude \u505a\u7684\u7f51\u7ad9\u3002\u770b\u4e86\u4e0b\uff0c\u5ba1\u7f8e\u771f\u7684\u8fd8\u53ef\u4ee5\u3002\u4e0d\u4e45\u540e\u6216\u8bb8\u771f\u7684\u5c31\u4eba\u4eba\u90fd\u53ef\u4ee5\u662f\u7a0b\u5e8f\u5458\u4e86\u3002</p>\n<p><a href=\"https://noaonlyonly.com/\" rel=\"nofollow\">koa \u7684\u4e2a\u4eba\u7f51\u7ad9</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/summerLast", 
        "name": "summerLast", 
        "avatar": "https://cdn.v2ex.com/avatar/35b0/b52c/168296_large.png?m=1723798607"
      }, 
      "url": "https://www.v2ex.com/t/1243945", 
      "title": "\u7528 jev+rss \u505a\u4e2a\u63a8\u8350\u7cfb\u7edf\u662f\u4ec0\u4e48\u6548\u679c", 
      "id": "https://www.v2ex.com/t/1243945", 
      "date_published": "2026-09-22T06:18:32+00:00", 
      "content_html": "<p>\u7528 rss+\u63a8\u8350\u7cfb\u7edf \u6ca1\u6709\u5217\u8868\u9875 \u6296\u97f3\u7684\u6a21\u5f0f \uff08\u80cc\u666f\uff09\nRss \u8d1f\u8d23\u5185\u5bb9\u6765\u6e90 \uff08\u4fe1\u606f\u4ece\u54ea\u6765\uff0c\u53ea\u662f\u4e00\u4e2a\u6765\u6e90\uff0c\u53ef\u4ee5\u76f4\u63a5\u7f51\u9875\uff0c\u63a5\u53e3\uff0c\u56fe\u7247\u7b49\u7b49\uff09\n\u63a8\u8350\u7cfb\u7edf\u8d1f\u8d23\u7ed9\u7528\u6237\u4ec0\u4e48\u5185\u5bb9\uff08 jev model + embedding model + vector db \uff09\n\u9875\u9762\u4e0a\u4e0b\u6ed1\u52a8 (\u53cd\u9988\u4fe1\u53f7)\n\u5de6\u53f3\u559c\u6b22\u4e0e\u6536\u85cf\u52a0\u4e0a\u505c\u7559\u65f6\uff08\u53cd\u9988\u4fe1\u53f7\uff09</p>\n<p>\u76ee\u524d\u6b63\u597d\u6709\u6570\u636e\uff0c\u6709\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u7559\u8a00, \u9884\u8ba1\u5f88\u5feb\u5c31\u53ef\u4ee5\u642d\u5efa\u51fa mvp \u6a21\u578b\u6765\uff0c\u5927\u5bb6\u611f\u5174\u8da3\u4e5f\u53ef\u4ee5 vibe \u8bd5\u8bd5</p>\n"
    }
  ]
}