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Z.ai\u56e2\u961f\u5e76\u672a\u5bf9743B\u7684\u57fa\u5ea7\u6a21\u578b\u8fdb\u884c\u4efb\u4f55\u6539\u52a8\uff0c\u800c\u662f\u901a\u8fc7\u5f15\u5165\u66f4\u591a\u6837\u5316\u7684\u957f\u5468\u671f\u4efb\u52a1\u73af\u5883\u3001\u589e\u52a0\u73af\u5883\u7c7b\u578b\u7684\u4e30\u5bcc\u5ea6\u4ee5\u53ca\u5ef6\u957f\u8bad\u7ec3\u65f6\u957f\uff0c\u6765\u5f3a\u5316\u6a21\u578b\u5728\u7279\u5b9a\u573a\u666f\u4e0b\u7684\u80fd\u529b\u3002\u8fd9\u79cd\u201c\u589e\u91cf\u5f0f\u201d\u8fed\u4ee3\u65b9\u5f0f\uff0c\u7c7b\u4f3c\u4e8e\u4e3a\u8f66\u8f86\u52a0\u88c5\u9ad8\u6027\u80fd\u7ec4\u4ef6\u800c\u975e\u66f4\u6362\u6574\u53f0\u53d1\u52a8\u673a\uff0c\u7cbe\u51c6\u5730\u63d0\u5347\u4e86\u6a21\u578b\u5728\u5173\u952e\u9886\u57df\u7684\u8868\u73b0\u3002<\/p>\n

\u57fa\u51c6\u6d4b\u8bd5\uff1a\u4ece\u7ec8\u7aef\u64cd\u4f5c\u5230\u4ee3\u7801\u751f\u6210\u7684\u5168\u9762\u9886\u8dd1<\/h2>\n

\u4e3a\u4e86\u9a8c\u8bc1GLM-5.3\u7684\u5b9e\u9645\u80fd\u529b\uff0cZ.ai\u5728\u591a\u4e2a\u6743\u5a01\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fdb\u884c\u4e86\u68c0\u9a8c\uff0c\u7ed3\u679c\u4ee4\u4eba\u77a9\u76ee\u3002\u5728\u7ec8\u7aef\u64cd\u4f5c\u80fd\u529b\u6d4b\u8bd5Terminal-Bench 3.0\u4e2d\uff0cGLM-5.3\u7684\u5f97\u5206\u4ece\u4e0a\u4e00\u4ee3\u76844.6\u5206\u98d9\u5347\u81f328.3\u5206\u3002\u8fd9\u4e00\u5de8\u5927\u7684\u63d0\u5347\u5e45\u5ea6\u8868\u660e\uff0c\u6a21\u578b\u5728\u6a21\u62df\u771f\u5b9e\u7ec8\u7aef\u73af\u5883\u4e0b\u7684\u547d\u4ee4\u6267\u884c\u3001\u811a\u672c\u7f16\u5199\u4ee5\u53ca\u73af\u5883\u4ea4\u4e92\u80fd\u529b\u4e0a\u6709\u4e86\u8d28\u7684\u98de\u8dc3\uff0c\u80fd\u591f\u66f4\u51c6\u786e\u5730\u7406\u89e3\u590d\u6742\u7684\u547d\u4ee4\u884c\u6307\u4ee4\u5e76\u81ea\u52a8\u5b8c\u6210\u591a\u6b65\u9aa4\u4efb\u52a1\u3002<\/p>\n

\u5728\u4ee3\u7801\u751f\u6210\u4e0e\u8c03\u8bd5\u9886\u57df\uff0cGLM-5.3\u540c\u6837\u8868\u73b0\u62a2\u773c\u3002\u6839\u636eDeepSWE v1.1\u7684\u6d4b\u8bd5\u6570\u636e\uff0c\u5176\u5f97\u5206\u4ece46.2%\u63d0\u5347\u81f366.9%\u3002\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5728\u5904\u7406\u590d\u6742\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u3001\u7406\u89e3\u4ee3\u7801\u903b\u8f91\u4ee5\u53ca\u751f\u6210\u9ad8\u8d28\u91cf\u8865\u4e01\u65f6\u7684\u51c6\u786e\u7387\u6709\u4e86\u663e\u8457\u63d0\u9ad8\u3002\u5bf9\u4e8e\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u8fd9\u6807\u5fd7\u7740AI\u8f85\u52a9\u7f16\u7a0b\u5de5\u5177\u6b63\u5728\u4ece\u7b80\u5355\u7684\u4ee3\u7801\u8865\u5168\u5411\u590d\u6742\u7684\u7cfb\u7edf\u7ea7\u5f00\u53d1\u8f85\u52a9\u8fc8\u8fdb\u3002<\/p>\n

\u5b89\u5168\u9886\u57df\u7684\u7a81\u7834\uff1aCyberGym\u4e0eExploitBench\u7684\u53cc\u91cd\u9a8c\u8bc1<\/h2>\n

\u9664\u4e86\u901a\u7528\u7f16\u7a0b\u80fd\u529b\uff0cGLM-5.3\u5728\u7f51\u7edc\u5b89\u5168\u9886\u57df\u7684\u8868\u73b0\u66f4\u662f\u8d85\u51fa\u4e86Z.ai\u56e2\u961f\u7684\u9884\u671f\u3002\u5728CyberGym\u6d4b\u8bd5\u4e2d\uff0c\u6a21\u578b\u8fbe\u5230\u4e8684.5%\u7684\u9ad8\u51c6\u786e\u7387\uff1b\u800c\u5728\u6781\u5177\u6311\u6218\u6027\u7684ExploitBench\u6f0f\u6d1e\u5229\u7528\u6d4b\u8bd5\u4e2d\uff0c\u5f97\u5206\u66f4\u662f\u7ffb\u500d\uff0c\u8d85\u8fc7\u4e8654.4%\u3002<\/p>\n

ExploitBench\u662f\u8bc4\u4f30AI\u6a21\u578b\u7f51\u7edc\u5b89\u5168\u80fd\u529b\u7684\u201c\u73e0\u7a46\u6717\u739b\u5cf0\u201d\uff0c\u5b83\u8981\u6c42\u6a21\u578b\u80fd\u591f\u7406\u89e3\u590d\u6742\u7684\u6f0f\u6d1e\u5229\u7528\u4ee3\u7801\u5e76\u751f\u6210\u53ef\u6267\u884c\u7684\u653b\u51fb\u811a\u672c\u3002GLM-5.3\u5728\u8fd9\u4e00\u6d4b\u8bd5\u4e2d\u7684\u7a81\u7834\uff0c\u8bc1\u660e\u4e86\u5176\u5177\u5907\u5904\u7406\u6781\u9ad8\u590d\u6742\u5ea6\u3001\u9ad8\u98ce\u9669\u4efb\u52a1\u7684\u80fd\u529b\u3002\u8fd9\u5bf9\u4e8e\u6784\u5efa\u81ea\u52a8\u5316\u5b89\u5168\u5ba1\u8ba1\u7cfb\u7edf\u3001\u6f0f\u6d1e\u6316\u6398\u673a\u5668\u4eba\u4ee5\u53ca\u667a\u80fd\u9632\u5fa1\u7cfb\u7edf\u5177\u6709\u91cc\u7a0b\u7891\u5f0f\u7684\u610f\u4e49\u3002<\/p>\n

\u957f\u5468\u671f\u4efb\u52a1\uff1a\u89e3\u51b3AI\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u75db\u70b9<\/h2>\n

\u672c\u6b21\u53d1\u5e03\u7684\u4e00\u4e2a\u6838\u5fc3\u5173\u952e\u8bcd\u662f\u201c\u957f\u5468\u671f\u4efb\u52a1\u201d\u3002\u5728\u5f53\u524dAI\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u5f80\u5f80\u96be\u4ee5\u5e94\u5bf9\u8de8\u8d8a\u957f\u65f6\u95f4\u3001\u6d89\u53ca\u591a\u6b65\u9aa4\u4ea4\u4e92\u7684\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u7f16\u5199\u4e00\u4e2a\u9700\u8981\u51e0\u5929\u65f6\u95f4\u624d\u80fd\u5b8c\u6210\u7684\u9879\u76ee\uff0c\u6216\u8005\u5728\u670d\u52a1\u5668\u73af\u5883\u4e2d\u6301\u7eed\u76d1\u63a7\u5e76\u4fee\u590d\u6545\u969c\u3002<\/p>\n

GLM-5.3\u901a\u8fc7\u589e\u5f3a\u7684\u957f\u5468\u671f\u8bad\u7ec3\u73af\u5883\uff0c\u663e\u8457\u6539\u5584\u4e86\u6a21\u578b\u5728\u957f\u65f6\u95f4\u8de8\u5ea6\u5185\u7684\u63a8\u7406\u8fde\u8d2f\u6027\u548c\u4efb\u52a1\u6267\u884c\u7a33\u5b9a\u6027\u3002\u8fd9\u610f\u5473\u7740\u672a\u6765\u7684AI\u667a\u80fd\u4f53\u4e0d\u518d\u662f\u4e00\u6b21\u6027\u7684\u5de5\u5177\uff0c\u800c\u662f\u53ef\u4ee5\u50cf\u4eba\u7c7b\u4e13\u5bb6\u4e00\u6837\uff0c\u957f\u671f\u9a7b\u7559\u5728\u7279\u5b9a\u73af\u5883\u4e2d\uff0c\u6301\u7eed\u6267\u884c\u590d\u6742\u4efb\u52a1\u5e76\u81ea\u6211\u4fee\u6b63\u9519\u8bef\u3002<\/p>\n

\u5e94\u7528\u573a\u666f\u5c55\u671b<\/h2>\n

GLM-5.3\u7684\u53d1\u5e03\u9884\u793a\u7740\u4e0b\u4e00\u4ee3AI\u5e94\u7528\u573a\u666f\u7684\u843d\u5730\u3002\u5728\u4f01\u4e1a\u7ea7\u5f00\u53d1\u4e2d\uff0c\u5b83\u5c06\u6210\u4e3aDevOps\u81ea\u52a8\u5316\u8fd0\u7ef4\u7684\u5f97\u529b\u52a9\u624b\uff0c\u80fd\u591f\u81ea\u52a8\u5904\u7406\u670d\u52a1\u5668\u914d\u7f6e\u3001\u65e5\u5fd7\u5206\u6790\u548c\u6545\u969c\u6392\u67e5\u3002\u5728\u7f51\u7edc\u5b89\u5168\u9886\u57df\uff0c\u5b83\u5c06\u8d4b\u80fd\u4f01\u4e1a\u6784\u5efa\u4e3b\u52a8\u9632\u5fa1\u4f53\u7cfb\uff0c\u5b9e\u65f6\u68c0\u6d4b\u5e76\u54cd\u5e94\u6f5c\u5728\u5a01\u80c1\u3002\u6b64\u5916\uff0c\u5728\u9700\u8981\u957f\u671f\u81ea\u4e3b\u8fd0\u884c\u7684\u667a\u80fd\u4f53\u573a\u666f\u4e2d\uff0c\u5982\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7684\u51b3\u7b56\u4f18\u5316\u6216\u590d\u6742\u7684\u79d1\u7814\u5b9e\u9a8c\u6a21\u62df\uff0cGLM-5.3\u7684\u957f\u5468\u671f\u4efb\u52a1\u5904\u7406\u80fd\u529b\u5c06\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u652f\u6491\u3002<\/p>\n

\u76ee\u524d\uff0cGLM-5.3\u7684\u6a21\u578b\u6743\u91cd\u9884\u8ba1\u5c06\u5728\u4e24\u5468\u5185\u4e0a\u7ebf\u3002\u968f\u7740\u66f4\u591a\u5f00\u53d1\u8005\u548c\u7814\u7a76\u8005\u7684\u63a5\u5165\uff0c\u8fd9\u6b3e\u6a21\u578b\u5c06\u5982\u4f55\u91cd\u5851\u8f6f\u4ef6\u5de5\u7a0b\u4e0e\u7f51\u7edc\u5b89\u5168\u7684\u5de5\u4f5c\u6d41\uff0c\u503c\u5f97\u6211\u4eec\u6301\u7eed\u5173\u6ce8\u3002<\/p>\n

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