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AI \u53d1\u7684\u7ea2\u5305\u77ac\u95f4\u5c31\u62a2\u7a7a\u4e86\u3002\u4e0d\u5f97\u4e0d\u8bf4\u8c22\u8c22\u5f20\u603b\uff0c\u8c22\u8c22 AI Agent\u3002<\/section>\n

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\u4ece\u5b9e\u73b0\u539f\u7406\u6765\u8bb2\uff0cGLM-PC \u5728\u5145\u5206\u7406\u89e3\u7528\u6237\u6307\u4ee4\u540e\u5bf9\u4efb\u52a1\u8fdb\u884c\u89c4\u5212\uff0c\u7136\u540e\u8bc6\u522b\u7535\u8111\u754c\u9762\u4e2d\u7684\u7a97\u53e3\u3001\u56fe\u5f62\u3001\u6587\u5b57\u7b49\u4fe1\u606f\uff0c\u7136\u540e\u81ea\u52a8\u64cd\u4f5c\u7535\u8111\u3002\u53e6\u5916\uff0c\u8fd9\u4e2a AI \u52a9\u624b\u5728\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u53ef\u4ee5\u6839\u636e\u9875\u9762\u4fe1\u606f\u66f4\u6539\u8ba1\u5212\u5e76\u81ea\u6211\u7ea0\u9519\uff0c\u4ece\u800c\u66f4\u597d\u5730\u5b8c\u6210\u4efb\u52a1\u3002<\/section>\n
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\u636e\u4ecb\u7ecd\uff0cGLM-PC \u5c24\u4e3a\u64c5\u957f\u5904\u7406\u529e\u516c\u573a\u666f\uff0c\u53ef\u4ee5\u5728\u5fae\u4fe1\u3001\u98de\u4e66\u3001\u9489\u9489\u3001\u817e\u8baf\u4f1a\u8bae\u7b49\u5e73\u53f0\u6267\u884c\u591a\u6837\u6027\u4efb\u52a1\uff0c\u6bd4\u5982\u53d1\u9001\u4fe1\u606f\u3001\u9884\u5b9a\u548c\u53c2\u4e0e\u4f1a\u8bae\u3002\u540c\u65f6\u652f\u6301\u6d4f\u89c8\u5668\u7f51\u9875\u641c\u7d22\u4ee5\u53ca\u7f51\u9875\u5185\u5bb9\u7684\u9605\u8bfb\u603b\u7ed3\u3001\u7ffb\u8bd1\uff0c\u8fd8\u80fd\u8fdb\u884c\u591a\u79cd\u6587\u6863\u5904\u7406\uff0c\u5305\u62ec\u4e0b\u8f7d\u3001\u53d1\u9001\u548c\u603b\u7ed3\u3002<\/a><\/section>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6253\u5f00\u5e76\u52a0\u5165\u98de\u4e66\u4f1a\u8bae\u3002<\/a><\/sup><\/em>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u90ae\u4ef6\u53d1\u9001\u4f1a\u8bae\u7eaa\u8981\u3002<\/sup><\/em><\/section>\n
<\/section>\n
\u4e0d\u4ec5\u5982\u6b64\uff0c\u667a\u8c31\u8fd8\u5b9e\u73b0\u4e86 GLM-PC \u4e0e\u624b\u673a\u7aef\u7684\u8054\u52a8<\/strong>\u3002\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728\u624b\u673a\u4e0a\u8fdc\u7a0b\u5411 GLM-PC \u53d1\u6d88\u606f\uff0c\u8ba9\u5b83\u81ea\u52a8\u8fdb\u884c\u7535\u8111\u7aef\u64cd\u4f5c\u3002<\/a><\/section>\n
\u6700\u540e\uff0c\u667a\u8c31\u5728\u53d1\u5e03\u4f1a\u73b0\u573a\u8868\u793a\uff0c\u8981\u5bf9\u5341\u4e2a\u4ebf\u7ea7 App \u8fdb\u884c\u514d\u8d39 Auto \u5347\u7ea7\u3002\u8363\u8000\u3001\u534e\u7855\u3001\u5c0f\u9e4f\u6c7d\u8f66\u7b49\u5927\u5382\uff0c\u9ad8\u901a\u3001\u82f1\u7279\u5c14\u7b49\u786c\u4ef6\u3001\u82af\u7247\u5382\u5546\u4e5f\u7eb7\u7eb7\u7ad9\u53f0\uff0c\u4ecb\u7ecd\u4e86\u4e0e\u667a\u8c31\u7684\u5408\u4f5c\u3002<\/section>\n
<\/section>\n
\u968f\u7740\u7aef\u5230\u7aef\u3001\u591a\u6a21\u6001\u3001\u89c6\u9891\u7b49\u65b0\u80fd\u529b\u7684\u5927\u6a21\u578b\u51fa\u73b0\uff0c\u5927\u6a21\u578b\u5df2\u7ecf\u521d\u6b65\u5177\u5907\u4e86\u548c\u7269\u7406\u4e16\u754c\u4e92\u52a8\u7684\u80fd\u529b\u3002<\/section>\n
<\/section>\n
\u6211\u4eec\u80fd\u591f\u9010\u6e10\u60f3\u8c61\u51fa\u5c71\u59c6\u00b7\u5965\u7279\u66fc\u53e3\u4e2d\u300c\u524d\u6240\u672a\u6709\u7684\u81ea\u7136\u4ea4\u4e92\u300d\u7684\u6837\u5b50\uff0c\u4f46\u773c\u524d\u80fd\u591f\u63a5\u89e6\u5230\u7684\u5f88\u591a\u843d\u5730\u4ea7\u54c1\uff0c\u5374\u4f3c\u4e4e\u603b\u662f\u5dee\u70b9\u610f\u601d\u3002\u8fd9\u53ef\u80fd\u662f\u56e0\u4e3a\u60f3\u8981\u6784\u5efa\u98a0\u8986\u6027\u7684\u4ea7\u54c1\uff0c\u9700\u8981\u7684\u4e0d\u6b62\u662f\u5927\u6a21\u578b\u80fd\u529b\uff0c\u8fd8\u6709\u5bf9\u4e8e\u6280\u672f\u65b9\u5411\u7684\u63d0\u524d\u9884\u5224\uff0c\u4ee5\u53ca\u5b8c\u6574\u7cfb\u7edf\u7684\u4f18\u5316\u3002<\/section>\n

\u5728\u63a2\u7d22\u5927\u6a21\u578b\u667a\u80fd\u4f53\u80fd\u529b\u8fb9\u754c\u7684\u8fc7\u7a0b\u4e2d\uff0c\u667a\u8c31\u9010\u6e10\u83b7\u5f97\u4e86\u4e24\u4e2a\u91cd\u8981\u7684\u89c2\u5bdf\u3002<\/p>\n

\u9996\u5148\uff0c\u667a\u80fd\u4f53\u548c\u63a8\u7406\u672c\u8d28\u4e0a\u670d\u4ece\u7740\u540c\u5927\u6a21\u578b\u8bad\u7ec3\u7c7b\u4f3c\u7684\u00a0Scaling Law\u3002<\/strong>\u667a\u80fd\u4f53\u901a\u8fc7\u548c\u73af\u5883\u4ea4\u4e92\uff0c\u6a21\u578b\u83b7\u5f97\u6765\u81ea\u73af\u5883\u7684\u53cd\u9988\u76d1\u7763\u4fe1\u53f7\uff0c\u5177\u6709\u7c7b\u4f3c\u7684\u89c4\u6a21\u6269\u5c55\u6548\u5e94\u3002\u8fd9\u8bf4\u660e\u901a\u8fc7\u6269\u5c55\u8ba1\u7b97\u89c4\u6a21\uff0c\u6211\u4eec\u53ef\u4ee5\u6301\u7eed\u5730\u63d0\u5347\u5927\u6a21\u578b\u667a\u80fd\u4f53\u7684\u8868\u73b0\u6c34\u5e73\u3002<\/p>\n

\u5728\u65b0\u7684 Scaling Law \u80cc\u540e\uff0c\u667a\u8c31\u8bbe\u8ba1\u4e86 WebRL\uff0c\u4e00\u4e2a\u81ea\u8fdb\u5316\u5728\u7ebf\u8bfe\u7a0b\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u6846\u67b6\u3002\u901a\u8fc7\u5f15\u5165\u5927\u6a21\u578b\u7279\u6709\u7684\u81ea\u8fdb\u5316\u6f14\u5316\u7b56\u7565\uff0c\u5e76\u5229\u7528\u8bfe\u7a0b\u5b66\u4e60\u5b9e\u73b0\u667a\u80fd\u4f53\u7531\u6613\u5230\u96be\u8fdb\u884c\u6cdb\u5316\uff0c\u5e76\u6700\u7ec8\u501f\u52a9\u5728\u7ebf off-policy \u5f3a\u5316\u5b66\u4e60\uff0cAutoGLM \u5b9e\u73b0\u4e86\u5728\u7ebf\u73af\u5883\u4e2d\u7684\u667a\u80fd\u4f53\u6269\u5c55\u89c4\u5f8b\u3002<\/p>\n

\u5176\u6b21\uff0c\u667a\u8c31\u8fdb\u4e00\u6b65\u7684\u63a2\u7d22\u53d1\u73b0\u4e86 Agent \u5b58\u5728 Emergent Ability\uff0c\u5373\u80fd\u529b\u6d8c\u73b0<\/strong>\u3002\u00a0<\/p>\n

10 \u6708\u53d1\u5e03\u4e4b\u521d\uff0cAutoGLM \u8fd8\u53ea\u80fd\u5728\u5355\u4e2a\u5e94\u7528\u3001\u77ed\u8ddd\u79bb\u4efb\u52a1\u4e0a\u5c55\u73b0\u80fd\u529b\u3002\u7136\u800c\uff0c\u968f\u7740\u5de5\u7a0b\u5e08\u4eec\u8fdb\u4e00\u6b65\u8bad\u7ec3\u548c\u89c4\u6a21\u7684\u6269\u5c55\uff0c\u6700\u65b0\u7248\u672c\u7684 AutoGLM \u5df2\u521d\u6b65\u5177\u5907\u8de8\u5e94\u7528\u3001\u957f\u8ddd\u79bb\u4efb\u52a1\u7684\u80dc\u4efb\u6c34\u5e73\uff0c\u751a\u81f3\u80fd\u591f\u80fd\u9075\u4ece\u590d\u6742\u6307\u4ee4\u5728\u4ece\u672a\u89c1\u8fc7\u7684 App \u5e94\u7528\u4e2d\u64cd\u4f5c\u3002<\/p>\n

\u5176\u5b9e\u5728\u53d1\u5c55\u5927\u6a21\u578b\u57fa\u7840\u6280\u672f\u4e4b\u5916\uff0c\u667a\u8c31\u6700\u8fd1\u8fd8\u4e00\u76f4\u5728\u63a8\u8fdb\u53e6\u4e00\u4ef6\u4e8b\uff1a\u6784\u5efa\u4f53\u7cfb\u3002<\/section>\n

<\/a><\/p>\n

\u7531\u4e8e\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u73b0\u5728\u7684 AI \u5df2\u7ecf\u5177\u5907\u4e86\u8bed\u4e49\u7406\u89e3\u3001\u5c4f\u5e55\u5185\u5bb9\u89e3\u6790\u548c\u884c\u4e3a\u8bed\u4e49\u7406\u89e3\u7b49\u80fd\u529b\u3002\u63a5\u4e0b\u6765\u8981\u505a\u7684\u4f3c\u4e4e\u5c31\u662f\u627e\u5230\u4e00\u79cd\u673a\u5236\uff0c\u8ba9\u5927\u6a21\u578b\u80fd\u591f\u4e00\u6b65\u4e00\u6b65\u5730\u89e3\u9898\u3002<\/p>\n

\u667a\u80fd\u4f53\uff08AI Agent\uff09\u5c31\u662f\u7528\u6765\u6267\u884c\u8fd9\u6837\u590d\u6742\u7684\u4efb\u52a1\u7684\u3002\u5b83\u65e2\u5177\u6709\u81ea\u4e3b\u6027\uff0c\u53c8\u80fd\u8fdb\u884c\u73af\u5883\u4ea4\u4e92\uff0c\u53ef\u4ee5\u5206\u89e3\u590d\u6742\u4efb\u52a1\u8fdb\u884c\u89c4\u5212\uff0c\u4f7f\u7528\u4e13\u4e1a\u7684\u6a21\u578b\u6216\u5916\u90e8\u5de5\u5177\u6765\u63d0\u5347\u81ea\u8eab\u80fd\u529b\uff0c\u8fd8\u62e5\u6709\u8fdc\u8d85\u5927\u6a21\u578b\u672c\u8eab\u7684\u8bb0\u5fc6\u80fd\u529b\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740\u52a0\u5165\u667a\u80fd\u4f53\u4e4b\u540e\uff0c\u624b\u673a\u8fd9\u6837\u7684\u8bbe\u5907\u53ef\u4ee5\u5229\u7528\u76f8\u5bf9\u8f7b\u91cf\u7ea7\u7684\u6a21\u578b\uff0c\u627f\u8f7d\u8d77\u66f4\u52a0\u590d\u6742\u7684\u81ea\u52a8\u5316\u4efb\u52a1\u3002<\/p>\n

\u6b64\u524d\u5728\u4e1a\u5185\uff0c\u4e00\u4e9b\u79d1\u6280\u5927\u5382\u3001\u521b\u4e1a\u516c\u53f8\u548c\u624b\u673a\u5382\u5546\u5df2\u5728 PC\u3001AI \u624b\u673a\u4e0a\u6784\u5efa\u4e86\u667a\u80fd\u4f53\u80fd\u529b\uff0c\u5e76\u83b7\u5f97\u4e86\u4e0d\u9519\u7684\u6548\u679c\u3002\u4f46\u4ece\u6280\u672f\u53d1\u5c55\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u8fd9\u5f80\u5f80\u662f\u5404\u81ea\u4ea7\u54c1\u8def\u7ebf\u7684\u5ef6\u4f38\u3002\u667a\u8c31\u63d0\u4f9b\u7684\u89e3\u51b3\u65b9\u6848\u5728\u6b64\u57fa\u7840\u4e0a\u8fd8\u4f1a\u8986\u76d6\u6c7d\u8f66\u3001\u667a\u80fd\u773c\u955c\u3001\u667a\u80fd\u97f3\u7bb1\uff0c\u751a\u81f3\u5177\u8eab\u667a\u80fd\u7684\u673a\u5668\u4eba\u7b49 AI \u539f\u751f\u786c\u4ef6\uff0c\u4f53\u73b0\u51fa\u4e86\u53e6\u4e00\u79cd\u601d\u8def\u3002<\/p>\n

\u667a\u8c31\u8ba4\u4e3a\uff0c\u5c06\u6765\u4e0d\u540c\u7684\u786c\u4ef6\u8bbe\u5907\u90fd\u53ef\u80fd\u7531\u7edf\u4e00\u4f53\u7cfb\u7684 AI \u667a\u80fd\u4f53\u6765\u64cd\u4f5c\uff0c\u8fd9\u6837\u624d\u80fd\u5b9e\u73b0\u4eba\u673a\u4ea4\u4e92\u7684\u63d0\u5347\u3002\u4e3a\u6b64\uff0c\u4ed6\u4eec\u4e5f\u5728\u82af\u7247\u3001\u5e94\u7528 App\u3001\u64cd\u4f5c\u7cfb\u7edf OS \u548c\u6a21\u578b\u4fa7\u8fdb\u884c\u4e86\u63d0\u524d\u5e03\u5c40\u3002<\/p>\n

\u8fd9\u5176\u4e2d\u5305\u62ec\u4e0e\u82af\u7247\u3001\u7ec8\u7aef\u5382\u5546\u6301\u7eed\u5408\u4f5c\uff0c\u4ece\u786c\u4ef6\u5e95\u5c42\u8fdb\u884c\u4f18\u5316\uff0c\u4ee5\u53ca\u6301\u7eed\u4f18\u5316\u7aef\u4fa7\u5927\u6a21\u578b\u7684\u80fd\u529b\u3002\u5728 10 \u6708\u9ad8\u901a\u9a81\u9f99 8 \u81f3\u5c0a\u7248\u53d1\u5e03\u65f6\uff0c\u667a\u8c31\u5c31\u5ba3\u5e03\u5df2\u8054\u5408\u9ad8\u901a\u5bf9\u6700\u65b0\u4e00\u4ee3\u7aef\u4fa7\u89c6\u89c9\u5927\u6a21\u578b GLM-4V \u8fdb\u884c\u4e86\u6df1\u5ea6\u9002\u914d\u548c\u63a8\u7406\u4f18\u5316\u3002\u5728\u7aef\u4fa7\u90e8\u7f72\u540e\uff0c\u4eca\u5e74\u7684\u65b0\u4e00\u4ee3\u65d7\u8230\u624b\u673a\u5df2\u7ecf\u53ef\u4ee5\u652f\u6301\u4e30\u5bcc\u7684\u591a\u6a21\u6001\u4ea4\u4e92\u65b9\u5f0f\uff0c\u8ba9\u4eba\u4eec\u83b7\u5f97\u66f4\u52a0\u60c5\u5883\u5316\u3001\u4e2a\u6027\u5316\u7684\u7ec8\u7aef\u4fa7\u667a\u80fd\u4f53\u9a8c\u3002<\/p>\n

\u667a\u8c31\u4e5f\u548c\u4f17\u591a\u624b\u673a\u3001\u7535\u8111\u5382\u5546\u5408\u4f5c\uff0c\u5728 AI PC\u3001\u624b\u673a\u7aef\u667a\u80fd\u52a9\u624b\u9886\u57df\u7ed9\u5927\u6a21\u578b\u8fdb\u884c\u843d\u5730\u3002\u7387\u5148\u4eae\u51fa AI \u667a\u80fd\u4f53\u64cd\u4f5c\u624b\u673a\u7684\u8363\u8000\uff0c\u5c31\u5728\u4e5d\u6708\u4efd\u4e0e\u667a\u8c31\u8fbe\u6210\u4e86 AI \u5927\u6a21\u578b\u6280\u672f\u7684\u6218\u7565\u5408\u4f5c\u3002<\/p>\n

\u672c\u5468\uff0c\u667a\u8c31\u8fd8\u4e0e\u82f1\u7279\u5c14\u3001\u673a\u68b0\u9769\u547d\u8054\u5408\u53d1\u5e03\u4e86\u4e13\u4e3a\u7a0b\u5e8f\u5458\u8bbe\u8ba1\u7684 CODE AI \u7a0b\u5e8f\u5458\u7b14\u8bb0\u672c\uff0c\u9884\u88c5\u4e86\u57fa\u4e8e\u7aef\u4fa7\u7684\u667a\u80fd\u7f16\u7a0b\u52a9\u624b\u3002<\/p>\n

\u901a\u8fc7\u7aef\u4fa7\u82af\u7247\u6027\u80fd\u4f18\u5316\u548c\u7aef\u4e91\u4e00\u4f53\u67b6\u6784\uff0c\u667a\u8c31\u7684\u5927\u6a21\u578b\u667a\u80fd\u4f53\u6280\u672f\uff0c\u4e0d\u4e45\u540e\u5c06\u51fa\u73b0\u5728\u8d8a\u6765\u8d8a\u591a\u7684\u8bbe\u5907\u4e0a\u3002<\/p>\n

Agent \u7684\u5c3d\u5934\u662f\u4ec0\u4e48\uff1f<\/strong><\/section>\n
<\/section>\n
\u5c3d\u7ba1\u76ee\u524d\u7684\u6280\u672f\u8fd8\u5728\u521d\u671f\uff0c\u4f46 AI \u667a\u80fd\u4f53\u5df2\u7ecf\u5c55\u73b0\u51fa\u4e86\u524d\u666f\u3002<\/section>\n
<\/section>\n
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<\/section>\n
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