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\u5185\u90e8\u53d1\u5e03\u7684\u4e00\u5c01\u7ea2\u8272\u8b66\u62a5\uff0c\u518d\u6b21\u6572\u54cd\u4e86\u4eba\u5de5\u667a\u80fd\u7ade\u4e89\u767d\u70ed\u5316\u7684\u6218\u9f13\u3002<\/p>\n\n\n\n

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\u7ad9\u57282025\u7684\u5e74\u5c3e\uff0c\u56de\u987e\u6765\u65f6\u4e4b\u8def\uff0c\u4eceDeepSeek\u7684\u706b\u70ed\uff0c\u5230GPT4o \u540e\u5409\u535c\u529b\u52a8\u753b\u7684\u6d41\u884c\uff0cSora2\u7684\u4e0e\u5c71\u59c6\u5965\u7279\u66fc\u540c\u6846\uff0c\u518d\u5230\u8c37\u6b4cNano Banana\u751f\u56fe\u7684\u5404\u79cd\u673a\u5668\u732b\u8bb2\u89e3\u3002\u6709\u65f6\u4f3c\u4e4e\u6709\u604d\u5982\u9694\u4e16\u4e4b\u611f\uff0c\u4e00\u9879\u4eca\u5e74\u7684\u6280\u672f\uff0c\u4eff\u4f5b\u5df2\u662f\u591a\u5e74\u524d\u7684\u6d41\u884c\u3002<\/strong><\/p>\n\n\n\n

\u5c55\u671b2026\uff0c\u6211\u4eec\u4e0d\u4ec5\u611f\u53d7\u5230\u5bf9\u5927\u6a21\u578b\u667a\u80fd\u74f6\u9888\u548c\u6295\u8d44\u56de\u62a5\u4e0d\u786e\u5b9a\u6027\u7684\u7126\u8651\uff0c\u770b\u5230\u66f4\u591a\u7684\u975e\u5171\u8bc6\uff0c\u4e5f\u770b\u5230\u5927\u5bb6\u7684\u575a\u5b88\u548c\u4fe1\u4ef0\uff0c\u4ee5\u53ca\u6709\u671b\u5728\u591a\u4e2a\u65b9\u5411\u7684\u7a81\u56f4\uff0c\u66f4\u591a\u7684\u671f\u5f85\u548c\u63a2\u7d22\u6b63\u5728\u6251\u9762\u800c\u6765\u3002 <\/p>\n\n\n\n

\u4fe1\u4ef0<\/strong><\/h2>\n\n\n\n

1.Scalling Law\u9a71\u52a8\u5411AGI\u6301\u7eed\u8fdb\u5316<\/strong><\/h3>\n\n\n\n

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11\u6708\u4ee5\u6765Gemini 3\u53d1\u5e03\u540e\u7684\u4e0a\u4f73\u8868\u73b0\uff0cDeepSeek V3.2\u7684\u7814\u7a76\uff0c\u90fd\u5370\u8bc1\u4e86\u89c4\u6a21\u6cd5\u5219\u5728\u73b0\u9636\u6bb5\u4f9d\u7136\u6709\u6548\u3002<\/strong>\u8fd9\u4e5f\u7ed9\u7f8e\u56fd\u8f70\u8f70\u70c8\u70c8\u7684AI\u65b0\u57fa\u5efa\uff0c\u589e\u6dfb\u4e86\u4e00\u4efd\u5e95\u6c14\u3002\u7f8e\u56fd\u5f53\u524d\u89c4\u5212\u5efa\u8bbe\u7684\u5927\u578b\u6570\u636e\u4e2d\u5fc3\u9879\u76ee\u603b\u88c5\u673a\u5bb9\u91cf\u5df2\u7a81\u7834 45 \u5409\u74e6\uff08 GW \uff09\uff0c\u8fd9\u573a\u5efa\u8bbe\u70ed\u6f6e\u9884\u8ba1\u5c06\u5438\u5f15\u8d85 2.5 \u4e07\u4ebf\u7f8e\u5143\u6295\u8d44\u3002\u9488\u5bf9\u672a\u6765\u7b97\u529b\u9700\u6c42\uff0c\u9ec4\u4ec1\u52cb\u8fd8\u63d0\u51fa\u4e863\u4e2aScaling Law\u7684\u89c2\u70b9\uff0c\u8ba4\u4e3a\u5728\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u5f3a\u5316\u5b66\u4e60\uff0c\u4ee5\u53ca\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u5747\u5b58\u5728\u89c4\u6a21\u6cd5\u5219\uff0c\u4ece\u800c\u652f\u6491\u7b97\u529b\u7684\u6301\u7eed\u589e\u957f\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u9ec4\u4ec1\u52cb\u5728\u63a5\u53d7Bg 2 Pod\u8bbf \u8c08\u4e2d\u63d0\u51fa\u7684AI Scaling Law <\/p>\n\n\n\n

\u6570\u636e\u662f\u5f53\u524d\u5927\u6a21\u578b\u8fdb\u5316\u4e2d\u6700\u8feb\u5207\u7684\u96be\u9898\u3002\u56e0\u4e3a\u7b97\u529b\u6682\u4e0d\u6784\u6210\u4e3b\u8981\u74f6\u9888\uff0c\u53c2\u6570\u89c4\u6a21\u53ef\u4ee5\u7ee7\u7eed\u653e\u5927\uff0c\u800c\u9ad8\u8d28\u91cf\u53ef\u7528\u6570\u636e\u5219\u6301\u7eed\u7a00\u7f3a\u3002\u4e1a\u754c\u6b63\u5728\u63a2\u7d22\u4e00\u5957\u7cfb\u7edf\u6027\u7684\u6269\u6570\u636e\u65b9\u6cd5\u3002\u5f53\u524d\u5927\u5bb6\u4e00\u5b9a\u7a0b\u5ea6\u7684\u7684\u5171\u8bc6\u662f\uff1a\u5e76\u975e\u7b80\u5355\u5bfb\u627e\u66f4\u591a\u4e92\u8054\u7f51\u8bed\u6599\uff0c\u800c\u662f\u901a\u8fc7\u5408\u6210\u6570\u636e\u3001\u63a8\u7406\u8fc7\u7a0b\u6570\u636e\u3001\u5f3a\u5316\u5b66\u4e60\u6570\u636e\u3001\u73af\u5883\u53cd\u9988\u6570\u636e\u3001\u591a\u6a21\u6001\u6570\u636e\u4e0e\u5177\u8eab\u6570\u636e\u7b49\u65b9\u5f0f\uff0c\u6784\u5efa\u53ef\u653e\u5927\u7684\u6570\u636e\u751f\u6210\u4f53\u7cfb\u3002\u5e0c\u671b\u4e0d\u53ea\u662f\u88ab\u52a8\u6536\u96c6\u6570\u636e\uff0c\u800c\u662f\u6784\u5efa\u4e00\u79cd\u53ef\u5de5\u7a0b\u5316\u3001\u53ef\u63a7\u5236\u3001\u53ef\u89c4\u6a21\u5316\u751f\u4ea7\u7684\u80fd\u529b\u3002\u5e76\u901a\u8fc7\u66f4\u597d\u7684\u5b66\u4e60\u7b97\u6cd5\uff0c\u8ba9\u5b66\u4e60\u6548\u7387\u8fdb\u4e00\u6b65\u63d0\u5347\u3002 <\/p>\n\n\n\n

\u53ef\u9884\u89c1\u7684\u672a\u6765\uff0c\u5c06\u662fNew Scaling Law\u7684\u65f6\u4ee3\uff0c\u5b83\u5c06\u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u5806\u780c\u7b97\u529b\uff0c\u800c\u662f\u5f80\u6570\u91cf\u6269\u5927\u548c\u8d28\u91cf\u63d0\u5347\u4e24\u4e2a\u65b9\u5411\u6269\u5c55\u3002\u52a0\u4e4b\u7b97\u529b\u8d44\u6e90\u7684\u5145\u6c9b\u652f\u6301\uff0c\u7814\u7a76\u5458\u4eec\u53ef\u4ee5\u6709\u5927\u91cf\u8d44\u6e90\u53bb\u63a2\u7d22\u7b97\u6cd5\u548c\u67b6\u6784\u7684\u66f4\u591a\u53ef\u80fd\u4f18\u5316\u8def\u5f84\uff0c\u4ece\u800c\u6709\u671b\u5e26\u6765\u5e95\u5c42\u80fd\u529b\u7684\u7a81\u7834\u3002<\/strong>\u800cAGI \u5f88\u53ef\u80fd\u6765\u81ea scaling \u4e0e\u7ed3\u6784\u6027\u521b\u65b0\u7684\u7ed3\u5408\uff0c\u5305\u62ec\u4e16\u754c\u6a21\u578b\u3001\u65b0\u7684\u9ad8\u6548\u8bad\u7ec3\u67b6\u6784\u3001\u5177\u8eab\u667a\u80fd\u3001\u957f\u671f\u8bb0\u5fc6\u673a\u5236\u3001\u5de5\u5177\u5316\u6267\u884c\u94fe\u8def\u4ee5\u53ca\u66f4\u9ad8\u6c34\u5e73\u7684\u5bf9\u9f50\u7cfb\u7edf\u7b49\u3002 <\/p>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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\u5728\u5e95\u5c42\u67b6\u6784\u4e0e\u8bad\u7ec3\u8303\u5f0f\u521b\u65b0\u65b9\u9762\uff0c\u884c\u4e1a\u5185\u4e5f\u51fa\u73b0\u4e86\u5f88\u591a\u503c\u5f97\u671f\u5f85\u7684\u7814\u7a76\u3002\u65e5\u672c\u7684Sakana AI\uff0c\u662f\u660e\u786e\u7ad9\u5728\u4e3b\u6d41\u5927\u6a21\u578b Scaling Law \u8def\u7ebf\u5bf9\u7acb\u9762\u7684\u4e00\u5bb6\u5b9e\u9a8c\u5ba4\uff0c\u7531\u591a\u4f4d\u524d Google DeepMind \u6838\u5fc3\u7814\u7a76\u5458\u521b\u7acb\uff0c\u5305\u62ecTransformer \u8bba\u6587\u7684\u4e3b\u8981\u4f5c\u8005\u4e4b\u4e00\u7684Llion Jones\u3002\u4ed6\u4eec\u63a8\u5d07\u6f14\u5316\u4e0e\u7fa4\u4f53\u667a\u80fd\uff0c\u63a2\u7d22\u964d\u4f4e\u7b97\u529b\u4f9d\u8d56\u7684\u9ad8\u6548\u8def\u5f84\u3002<\/strong>\u4e00\u662f\u6f14\u5316\u5f0f\u6a21\u578b \uff08Evolutionary AI\uff09 \uff0c\u4e0d\u8ffd\u6c42\u4e00\u6b21\u6027\u8bad\u7ec3\u51fa\u5b8c\u7f8e\u6a21\u578b\uff0c\u800c\u662f\u901a\u8fc7\u53d8\u5f02\u3001\u9009\u62e9\u548c\u7ec4\u5408\uff0c\u8ba9\u6a21\u578b\u5728\u52a8\u6001\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u8fdb\u5316\u3002\u4e8c\u662f\u7fa4\u4f53\u667a\u80fd\u4e0e\u591a\u6a21\u578b\u534f\u4f5c\uff0c\u5c06\u591a\u4e2a\u80fd\u529b\u4e92\u8865\u3001\u7ed3\u6784\u4e0d\u540c\u7684\u6a21\u578b\u89c6\u4e3a\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\uff0c\u901a\u8fc7\u534f\u4f5c\u800c\u975e\u5355\u4f53\u6700\u4f18\uff0c\u4ea7\u751f\u66f4\u5f3a\u7684\u6574\u4f53\u667a\u80fd\u3002\u5177\u6709\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u80cc\u666f\u7684Liquid AI\u5219\u5f00\u53d1\u4e86\u6db2\u4f53\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u662f\u5bf9\u795e\u7ecf\u7f51\u7edc\u5e94\u5f53\u5982\u4f55\u8fd0\u4f5c\u7684\u4e00\u6b21\u5e95\u5c42\u91cd\u6784\u3002\u4ed6\u4eec\u8ba4\u4e3a\u771f\u6b63\u901a\u7528\u3001\u9c81\u68d2\u7684\u667a\u80fd\u7cfb\u7edf\uff0c\u5e94\u8be5\u662f\u968f\u73af\u5883\u800c\u53d8\u7684\uff0c\u800c\u4e0d\u662f\u50cf\u73b0\u5728\u7684\u9884\u8bad\u7ec3\u662f\u4e00\u6b21\u8bad\u7ec3\u3001\u7ec8\u8eab\u51bb\u7ed3\u7684\u3002\u8fd9\u6b63\u662f\u6db2\u4f53\u4e00\u8bcd\u7684\u542b\u4e49\uff0c\u5373\u7f51\u7edc\u4e0d\u662f\u56fa\u6001\u7ed3\u6784\uff0c\u800c\u662f\u53ef\u8fde\u7eed\u6f14\u5316\u7684\u52a8\u6001\u7cfb\u7edf\u3002\u5728\u957f\u671f\u8bb0\u5fc6\u65b9\u9762\uff0c\u8c37\u6b4c\u63d0\u51fa\u4e86\u5d4c\u5957\u5b66\u4e60\uff08Nested Learning\uff09\u7684\u6982\u5ff5\uff0c\u8bd5\u56fe\u4ece\u6839\u6e90\u4e0a\u89e3\u51b3\u707e\u96be\u6027\u9057\u5fd8\u7684\u95ee\u9898\u3002<\/strong>\u5c31\u50cf\u4eba\u7c7b\u7684\u5927\u8111\uff0c\u77ed\u671f\u8bb0\u5fc6 \uff08\u6d77\u9a6c\u4f53\uff09 \u548c\u957f\u671f\u8bb0\u5fc6 \uff08\u5927\u8111\u76ae \u5c42\uff09 \u534f\u540c\u5de5\u4f5c\u3002\u8c37\u6b4c\u8bbe\u8ba1\u4e86\u4e00\u5957\u5feb\u6162\u7cfb\u7edf\uff0c\u6a21\u578b\u5185\u90e8\u88ab\u8bbe\u8ba1\u6210\u4e0d\u540c\u7684\u529f\u80fd\uff0c\u6709\u7684\u90e8\u5206\u4e13\u95e8\u8d1f\u8d23\u5feb\u901f\u9002\u5e94\u5f53\u524d\u7684\u65b0\u4efb\u52a1\uff0c\u6709\u7684\u90e8\u5206\u5219\u8d1f\u8d23\u901a\u8fc7\u957f\u671f\u8bb0\u5fc6\u6765\u5de9\u56fa\u901a\u7528\u77e5\u8bc6\u3002 <\/p>\n\n\n\n

\u8bc4\u6d4b\u7275\u5f15\u65e5\u76ca\u6210\u4e3a\u9a71\u52a8\u5927\u6a21\u578b\u7814\u53d1\u7684\u91cd\u8981\u8303\u5f0f\u3002<\/strong>\u5f53\u524d\uff0c\u9759\u6001\u5237\u699c\u5bfc\u81f4\u7684\u6570\u636e\u6c61\u67d3\u3001\u4eba\u7c7b\u6807\u6ce8\u6602\u8d35\u4e14\u96be\u4ee5\u6269\u5c55\u3001\u4ee5\u53ca\u6a21\u578b\u80fd\u529b\u5728\u67d0\u4e9b\u7ef4\u5ea6\u4e0a\u5f00\u59cb\u8d85\u8d8a\u666e\u901a\u8bc4\u4f30\u8005\uff0c\u90fd\u7ed9\u5927\u6a21\u578b\u8bc4\u6d4b\u5e26\u6765\u91cd\u5927\u6311\u6218\u3002\u884c\u4e1a\u5185\u6b63\u5728\u63a2\u7d22\u66f4\u591a\u65b0\u7684\u8bc4\u6d4b\u65b9\u6cd5\uff0c\u4f8b\u5982\uff0c\u5728Agent \u4e0e\u957f\u671f\u4efb\u52a1\u8bc4\u6d4b\u65b9\u9762\uff0c \u5b66\u754c\u548c\u5de5\u4e1a\u754c\u6b63\u5728\u56f4\u7ed5 Agent \u80fd\u529b\u6784\u5efa\u9700\u8981\u8de8\u591a\u6b65\u3001\u8de8\u5de5\u5177\u3001\u8de8\u72b6\u6001\u7ba1\u7406\u7684\u8bc4\u6d4b\u4f53\u7cfb\u3002\u5305\u62ecDeepMind \u7684\u590d\u6742\u4efb\u52a1\u89c4\u5212\u73af\u5883\u3001OpenAI \u5185\u90e8\u7684\u591a\u5de5\u5177\u534f\u4f5c\u4efb\u52a1\u3001\u4ee5\u53ca\u5b66\u672f\u754c\u7684 SWE-bench\u3001WebArena\u3001AgentBench \u7b49\u3002\u8fd9\u4e9b\u8bc4\u6d4b\u4e0d\u518d\u5173\u5fc3\u6a21\u578b\u662f\u5426\u7b54\u5bf9\u4e00\u9053\u9898\uff0c\u800c\u662f\u80fd\u5426\u5728\u957f\u65f6\u95f4\u5c3a\u5ea6\u5185\u5b8c\u6210\u76ee\u6807\u3001\u7ea0\u9519\u3001\u66f4\u65b0\u7b56\u7565\uff0c\u771f\u5b9e\u66b4\u9732\u89c4\u5212\u4e0e\u8bb0\u5fc6\u77ed\u677f\u3002\u53c8\u5982\uff0c\u52a8\u6001\u3001\u4ea4\u4e92\u5f0f\u4e0e\u4eff\u771f\u73af\u5883\u8bc4\u6d4b\uff0c\u4ee3\u8868\u6027\u63a2\u7d22\u5305\u62ec\u57fa\u4e8e\u6e38\u620f\u3001\u6a21\u62df\u4e16\u754c\u6216\u6570\u5b57\u5b6a\u751f\u73af\u5883\u7684\u8bc4\u6d4b\u3002\u6a21\u578b\u7684\u6bcf\u4e00\u6b65\u51b3\u7b56\u90fd\u4f1a\u6539\u53d8\u540e\u7eed\u72b6\u6001\uff0c\u9519\u8bef\u5177\u6709\u7d2f\u79ef\u6548\u5e94\u3002\u5f53\u7136\uff0c\u8bc4\u6d4b\u7684\u6311\u6218\u4e5f\u8bb8\u662f\u4e00\u4e2a\u957f\u671f\u7684\u96be\u9898\uff0c\u56e0\u4e3a\u8bc4\u6d4b\u6307\u6807\u672c\u8eab\u5bb9\u6613\u9677\u5165\u53e4\u5fb7\u54c8\u7279\u5b9a\u5f8b\u7684\u9677\u9631\uff0c\u5373\u5f53\u4e00\u4e2a\u6307\u6807\u6210\u4e3a\u76ee\u6807\u65f6\uff0c\u5b83\u5c31\u4e0d\u518d\u662f\u4e00\u4e2a\u597d\u7684\u6307\u6807\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5927\u6a21\u578b\u8bc4\u6d4b\u4f53\u7cfb\u6846\u67b6\u793a\u610f <\/p>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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5.AI4S\u6709\u671b\u51fa\u73b0\u53d8\u9769\u884c\u4e1a\u7684\u65b0\u7a81\u7834<\/strong><\/h3>\n\n\n\n

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AI for Science \u8fdf\u8fdf\u96be\u4ee5\u5f71\u54cd\u4ea7\u4e1a\uff0c\u6838\u5fc3\u969c\u788d\u5e76\u4e0d\u5728\u9884\u6d4b\u4e0d\u591f\u51c6\uff0c\u800c\u5728\u9a8c\u8bc1\u592a\u8d35\u3001\u592a\u6162\uff0c\u4ee5\u53ca\u592a\u96be\u590d\u5236\u3002\u6b63\u56e0\u5982\u6b64\uff0c\u4e00\u4e2a\u6781\u5177\u4fe1\u53f7\u610f\u4e49\u7684\u53d8\u5316\u6b63\u5728\u53d1\u751f\uff0cAI \u6b63\u5728\u88ab\u76f4\u63a5\u5d4c\u5165\u5b9e\u9a8c\u7cfb\u7edf\u672c\u8eab\u3002\u8c37\u6b4c DeepMind\u5c06\u4e8e2026\u5e74\u5728\u82f1\u56fd\u5efa\u7acb\u57fa\u4e8eAI\u7684\u81ea\u52a8\u5316\u79d1\u7814\u5b9e\u9a8c\u5ba4\uff0c\u9996\u6279\u7814\u7a76\u65b9\u5411\u5305\u62ec\u8d85\u5bfc\u4f53\u3001\u534a\u5bfc\u4f53\u6750\u6599\u7b49\u5173\u952e\u79d1\u5b66\u9886\u57df\uff0c\u8fd9\u662fAI Science\u4ece\u7b97\u6cd5\u8d70\u5411\u5b9e\u9a8c\u7269\u7406\u8bd5\u9a8c\u5e73\u53f0\u7684\u91cd\u8981\u6807\u5fd7\u3002\u5b9e\u9a8c\u5ba4\u5e76\u975e\u7b80\u5355\u7684\u8ba9\u673a\u5668\u4eba\u505a\u5b9e\u9a8c\uff0c\u800c\u662fAI \u8d1f\u8d23\u5047\u8bbe\u751f\u6210\u4e0e\u5b9e\u9a8c\u7f16\u6392\u3001\u673a\u5668\u4eba\u7cfb\u7edf\u6267\u884c\u5b9e\u9a8c\u3001\u6570\u636e\u81ea\u52a8\u56de\u6d41\uff0c\u7528\u4e8e\u6a21\u578b\u66f4\u65b0\u548c\u7b56\u7565\u4f18\u5316\uff0c\u6574\u4e2a\u6d41\u7a0b\u5f62\u6210\u53ef\u590d\u73b0\u3001\u53ef\u89c4\u6a21\u5316\u7684\u95ed\u73af\u3002\u8fd9\u4e00\u6b65\u7684\u610f\u4e49\u5728\u4e8e\uff0c\u5b83\u7b2c\u4e00\u6b21\u8ba9 AI4S \u4ece\u5efa\u8bae\u8005\u53d8\u6210\u6267\u884c\u8005\uff0c\u6253\u901a\u5b9e\u9a8c\u95ed\u73af\uff0c\u8ba9\u6750\u6599\u79d1\u5b66\u3001\u5316\u5b66\u5de5\u7a0b\u548c\u836f\u7269\u7b5b\u9009\u7b49\u9886\u57df\uff0c\u5177\u5907\u4e86\u88ab\u771f\u6b63\u52a0\u901f\u3001\u751a\u81f3\u88ab\u91cd\u6784\u7684\u6761\u4ef6\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

AI\u4e0e\u4eba\u5de5\u7814\u53d1\u7684\u5404\u9636\u6bb5\u5dee\u5f02  \u300aAI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research\u300b <\/p>\n\n\n\n

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\u7a81\u56f4<\/strong><\/h2>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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\u6a21\u578b\u4e0e\u5e94\u7528\u4e00\u4f53\u5316\u7684\u771f\u6b63\u610f\u4e49\uff0c\u5f88\u53ef\u80fd\u4e0d\u662f\u505a\u4e00\u4e2a\u8d85\u7ea7 App\uff0c\u800c\u662f\u6784\u5efa\u4e00\u4e2a\u4ee5\u6a21\u578b\u4e3a\u8ba4\u77e5\u6838\u5fc3\u3001\u4ee5\u5e94\u7528\u4e3a\u5173\u7cfb\u5bb9\u5668\u3001\u4ee5 Agent \u4e3a\u57fa\u672c\u8282\u70b9\u7684\u667a\u80fd\u7f51\u7edc\uff0c\u8fd9\u624d\u662f AI \u65f6\u4ee3\u53ef\u80fd\u51fa\u73b0\u7684\u65b0\u578b\u5e73\u53f0\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5927\u6a21\u578b\u7684\u6f5c\u5728\u7f51\u7edc\u6548\u5e94 <\/p>\n\n\n\n

2.\u8fc8\u5165\u4e2a\u6027\u5316\u8f6f\u4ef6\u7684\u65b0\u65f6\u4ee3<\/strong><\/h3>\n\n\n\n

\u5f53 AI Coding \u903c\u8fd1\u666e\u9002\u751f\u4ea7\u529b\u4e4b\u540e\uff0c\u8f6f\u4ef6\u4e0d\u518d\u662f\u4e00\u79cd\u5de5\u4e1a\u5316\u4ea7\u54c1\uff0c\u800c\u5c06\u53d8\u6210\u9ad8\u5ea6\u4e2a\u6027\u5316\u3001\u60c5\u5883\u5316\u3001\u5373\u65f6\u5316\u7684\u5de5\u5177\u5f62\u6001\u3002 <\/p>\n\n\n\n

AI\u754c\u7684\u5927V\u5b89\u5fb7\u70c8\u00b7\u5361\u5e15\u65af\u5173\u4e8e\u8f6f\u4ef63.0\u65f6\u4ee3\u7684\u8bba\u65ad\uff0c\u63ed\u793a\u4e86\u8f6f\u4ef6\u5f00\u53d1\u6b63\u5728\u7ecf\u53861940\u5e74\u8f6f\u4ef61.0\u4ee5\u6765\u6700\u6df1\u523b\u7684\u8303\u5f0f\u8f6c\u79fb\u3002\u4eca\u5e743\u6708\uff0cAnthropic\u9996\u5e2d\u6267\u884c\u5b98Dario Amodei\u8868\u793a\uff0c\u672a\u67653\u52306\u4e2a\u6708\uff0cAI\u5c06\u7f16\u519990%\u7684\u4ee3\u7801\uff0c\u800c\u572812\u4e2a\u6708\u5185\uff0c\u51e0\u4e4e\u6240\u6709\u7684\u4ee3\u7801\u90fd\u53ef\u80fd\u7531AI\u7f16\u5199\u3002\u7f8e\u56e2\u521b\u59cb\u4eba\u738b\u5174\u66fe\u62ab\u9732\uff0c\u7f8e\u56e2\u5185\u90e8\u5df2\u670952%\u7684\u4ee3\u7801\u7531AI\u751f\u6210\u3002\u516c\u53f890%\u7684\u5de5\u7a0b\u5e08\u5df2\u9891\u7e41\u4f7f\u7528AI\u5de5\u5177\uff0c\u90e8\u5206\u56e2\u961f\u751a\u81f3\u4f9d\u8d56AI\u5b8c\u621090%\u4ee5\u4e0a\u7684\u4ee3\u7801\u7f16\u5199\u3002\u817e\u8baf\u53d1\u5e03\u7684\u300a2025\u817e\u8baf\u7814\u53d1\u5927\u6570\u636e\u62a5\u544a\u300b\u900f\u9732\uff0c\u817e\u8baf\u6708\u5747\u65b0\u589e\u4ee3\u78013.25\u4ebf\u884c\uff0c\u6bcf\u6708\u5b8c\u6210\u9700\u6c4237\u4e07\u4e2a\uff0c\u6784\u5efa\u4ea4\u4ed82520\u4e07\u6b21\u3002\u8d85\u8fc790%\u7684\u817e\u8baf\u5de5\u7a0b\u5e08\u4f7f\u7528AI\u7f16\u7a0b\u52a9\u624bCodeBuddy\u8f85\u52a9\u7f16\u7a0b\uff0c50%\u7684\u65b0\u589e\u4ee3\u7801\u7531AI\u8f85\u52a9\u751f\u6210\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

Anthropic \u7684\u5de5\u7a0b\u5e08\u548c\u7814\u7a76\u4eba\u5458\u6700\u5e38\u4f7f\u7528 Claude \u6765\u4fee\u590d\u4ee3\u7801\u9519\u8bef\u548c\u4e86\u89e3\u4ee3\u7801 \u5e93 <\/p>\n\n\n\n

\u8f6f\u4ef6\u751f\u4ea7\u7684\u6838\u5fc3\u74f6\u9888\u4ece\u7f16\u7801\u80fd\u529b\u8f6c\u79fb\u5230\u4e86\u95ee\u9898\u5b9a\u4e49\u80fd\u529b\uff0c\u81ea\u7136\u8bed\u8a00\u3001\u793a\u4f8b\u3001\u4e0a\u4e0b\u6587\u63cf\u8ff0\uff0c\u6b63\u5728\u6210\u4e3a\u4e3b\u8981\u7684\u7f16\u7a0b\u63a5\u53e3\uff0c\u751a\u81f3\u51fa\u73b0\u4e86vibe coder \u7684\u65b0\u79f0\u8c13\u3002\u8f6f\u4ef6\u4e0d\u518d\u662f\u4e13\u4e1a\u5de5\u7a0b\u5e08\u7684\u4e13\u5c5e\u4ea7\u7269\uff0c\u800c\u662f\u4e00\u79cd\u53ef\u968f\u9700\u751f\u6210\u7684\u8868\u8fbe\u4ecb\u8d28\uff0c\u5c31\u50cf PPT\u3001Excel\u3001Notion \u9875\u9762\u4e00\u6837\u3002 <\/p>\n\n\n\n

\u7f16\u7a0b\u4f9b\u7ed9\u4fa7\u7684\u5145\u88d5\u5c06\u5f7b\u5e95\u6fc0\u6d3b\u9700\u6c42\u4fa7\u7684\u957f\u5c3e\u5e02\u573a\u3002\u7531\u4e8e\u6784\u5efa\u8f6f\u4ef6\u5e94\u7528\u7684\u6210\u672c\u6781\u4f4e\uff0c\u8f6f\u4ef6\u5c06\u5177\u5907\u5343\u4eba\u5343\u9762\u7684\u751f\u6210\u80fd\u529b\uff0c\u771f\u6b63\u5b9e\u73b0\u4ece\u4eba\u9002\u5e94\u8f6f\u4ef6\u5230\u8f6f\u4ef6\u9002\u5e94\u4eba\u7684\u8303\u5f0f\u8f6c\u79fb\uff0c\u8f6f\u4ef6\u4e2a\u6027\u5316\u548c\u60c5\u666f\u5316\u6210\u4e3a\u53ef\u80fd\u3002 <\/p>\n\n\n\n

\u8fd9\u79cd\u8f6c\u53d8\u610f\u5473\u7740\uff0c\u90a3\u4e9b\u66fe\u7ecf\u56e0\u4e3a\u5e02\u573a\u89c4\u6a21\u8fc7\u5c0f\u800c\u65e0\u6cd5\u88ab\u5546\u4e1a\u8f6f\u4ef6\u8986\u76d6\u7684\u7ec6\u788e\u9700\u6c42\uff0c\u5c06\u8fce\u6765\u4e13\u5c5e\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4e00\u4e2a\u4eba\u53ef\u4ee5\u6839\u636e\u4ed6\u7684\u4e2a\u4eba\u8d2d\u7269\u4e60\u60ef\u751f\u6210\u7684\u5bb6\u5ead\u7269\u54c1\u548c\u8d2d\u4e70\u7ba1\u7406\u5de5\u5177\uff0c\u8fd8\u53ef\u4ee5\u4e3a\u81ea\u5df1\u5b9a\u5236\u4e00\u4e2a\u6bcf\u5929\u81ea\u52a8\u6c47\u603b\u7279\u5b9a\u4fe1\u606f\u7684\u5e94\u7528\uff1b\u4e00\u540d\u5907\u8003\u7684\u5b66\u751f\u53ef\u4ee5\u83b7\u5f97\u4e00\u4e2a\u9488\u5bf9\u5176\u8584\u5f31\u77e5\u8bc6\u70b9\u5b9a\u5236\u7684\u4e92\u52a8\u590d\u4e60\u7cfb\u7edf\uff1b\u4e00\u4e2a\u6d3b\u52a8\u7ec4\u7ec7\u8005\u53ef\u4ee5\u4e3a\u4e00\u6b21\u8bb2\u5ea7\u4e34\u65f6\u505a\u4e00\u4e2a\u62a5\u540d\u548c\u7edf\u8ba1\u7cfb\u7edf\uff1b\u4e00\u4f4d\u88c5\u4fee\u4e1a\u4e3b\u53ef\u4ee5\u751f\u6210\u4e00\u4e2a\u7684\u62a5\u4ef7\u6bd4\u5bf9\u5de5\u5177\uff0c\u77ac\u95f4\u62c9\u9f505\u5bb6\u516c\u53f8\u4e0d\u540c\u683c\u5f0f\u7684\u62a5\u4ef7\u5355\u5e76\u7cbe\u51c6\u8bc6\u522b\u9690\u5f62\u5dee\u4ef7\u3002\u4e00\u4f4d\u9aa8\u6298\u5eb7\u590d\u8005\u53ef\u4ee5\u751f\u6210\u4e00\u6b3e\u4f53\u611f\u5c0f\u6e38\u620f\uff0c\u5c06\u67af\u71e5\u7684\u672f\u540e\u590d\u5065\u52a8\u4f5c\u8f6c\u5316\u4e3a\u64cd\u63a7\u98de\u8239\u907f\u969c\u7684\u8da3\u5473\u4e92\u52a8\u3002 <\/p>\n\n\n\n

\u4e00\u90e8\u5206\u65b0\u751f\u6210\u7684\u5de5\u5177\uff0c\u56e0\u4e3a\u89e3\u51b3\u7684\u662f\u5f88\u591a\u4eba\u90fd\u4f1a\u9047\u5230\u7684\u95ee\u9898\uff0c\u4f1a\u81ea\u7136\u5730\u88ab\u5206\u4eab\u3001\u590d\u7528\uff0c\u751a\u81f3\u5f62\u6210\u5c0f\u89c4\u6a21\u7684\u751f\u6001\u3002\u5305\u62ecHugging Face Spaces \u4e0a\u5927\u91cf\u7531\u4e2a\u4eba\u642d\u5efa\u7684\u5c0f\u5e94\u7528\uff0cChrome \u63d2\u4ef6\u4e2d\u8d8a\u6765\u8d8a\u591a\u529f\u80fd\u5f88\u5c0f\uff0c\u4f46\u5f88\u6709\u7528\u7684\u5de5\u5177\uff0c\u5176\u5b9e\u90fd\u662f\u8fd9\u79cd\u5fae\u8f6f\u4ef6\u7684\u601d\u60f3\u3002\u53ea\u662f\u4e4b\u524d\u95e8\u69db\u592a\u9ad8\uff0c\u4eba\u4eec\u53ea\u6709\u9700\u6c42\uff0c\u800c\u7f3a\u4e4f\u8f6f\u4ef6\u7f16\u7a0b\u80fd\u529b\u3002 <\/p>\n\n\n\n

\u5728Vibe Coding\u7684\u5e2e\u52a9\u4e0b\uff0c\u6211\u4eec\u6b63\u5728\u8fdb\u5165\u4e00\u4e2a\u8f6f\u4ef6\u5e73\u6743\u7684\u65b0\u9636\u6bb5\u3002\u5728\u672a\u6765\uff0c\u7f16\u5199\u8f6f\u4ef6\u4f1a\u50cf\u5199\u6587\u7ae0\u3001\u53d1\u670b\u53cb\u5708\u4e00\u6837\u7b80\u5355\u81ea\u7136\u3002\u8f6f\u4ef6\u5c06\u6210\u4e3a\u4eba\u7c7b\u8868\u8fbe\u601d\u60f3\u3001\u89e3\u51b3\u95ee\u9898\u3001\u611f\u77e5\u4e16\u754c\u7684\u4e00\u79cd\u57fa\u672c\u5a92\u4ecb\u3002\u5728\u8fd9\u4e2a\u65b0\u65f6\u4ee3\uff0c\u6838\u5fc3\u7ade\u4e89\u529b\u4e0d\u518d\u662f\u638c\u63e1\u590d\u6742\u7684\u8bed\u6cd5\u6216\u67b6\u6784\u6a21\u5f0f\uff0c\u800c\u662f\u5bf9\u4ed6\u4eba\u7684\u5171\u60c5\u80fd\u529b\u3001\u5bf9\u95ee\u9898\u7684\u5b9a\u4e49\u80fd\u529b\uff0c\u751a\u81f3\u662f\u5929\u9a6c\u884c\u7a7a\u7684\u60f3\u8c61\u529b\u3002 <\/p>\n\n\n\n

3.\u884c\u4e1a\u843d\u5730\u4ece\u63a2\u7d22\u8bd5\u9519\u5230\u6027\u4ef7\u6bd4\u548cROI\u9a8c\u8bc1<\/strong><\/h3>\n\n\n\n

\u8fc7\u53bb\u4e24\u5e74\uff0cAI\u5728\u5404\u884c\u4e1a\u7684\u843d\u5730\u7ecf\u5386\u4e86\u4e00\u6b21\u660e\u663e\u7684\u9636\u6bb5\u8dc3\u8fc1\u3002\u4ece\u65e9\u671f\u7684\u6982\u5ff5\u9a8c\u8bc1 \uff08PoC\uff09 \u548c\u96f6\u6563\u8bd5\u70b9\uff0c\u9010\u6b65\u8fdb\u5165\u6838\u5fc3\u4e1a\u52a1\u6d41\u7a0b\u4e0e\u4e00\u7ebf\u751f\u4ea7\u7cfb\u7edf\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u4e00\u4e2a\u53d8\u5316\u4e5f\u5728\u540c\u6b65\u53d1\u751f\u3002\u4f01\u4e1a\u548c\u6295\u8d44\u4eba\u5bf9AI\u7684\u5173\u6ce8\u70b9\uff0c\u6b63\u5728\u4ece\u6280\u672f\u662f\u5426\u5148\u8fdb\uff0c\u8fc5\u901f\u8f6c\u5411\u662f\u5426\u771f\u6b63\u521b\u9020\u4e86\u53ef\u8861\u91cf\u7684\u4e1a\u52a1\u4ef7\u503c\u3002ROI \uff08\u6295\u8d44\u56de\u62a5\u7387\uff09 \u4e0e\u6027\u4ef7\u6bd4\uff0c\u6b63\u5728\u6210\u4e3aAI\u884c\u4e1a\u5e94\u7528\u7684\u7b2c\u4e00\u6027\u95ee\u9898\u3002 <\/p>\n\n\n\n

\u9ea6\u80af\u9521\u6700\u65b0\u7684\u300a2025\u5e74AI\u73b0\u72b6\u62a5\u544a\u300b\u63ed\u793a\uff0c\u66f4\u591a\u4f01\u4e1a\u5f00\u59cb\u4f7f\u7528AI\uff0c\u4f46\u771f\u6b63\u7684\u89c4\u6a21\u5316\u90e8\u7f72\u4f9d\u7136\u7a00\u5c11\u3002\u81f3\u5c11\u5728\u4e00\u4e2a\u804c\u80fd\u4e2d\u5e38\u6001\u5316\u4f7f\u7528AI\u7684\u4f01\u4e1a\u6bd4\u4f8b\uff0c\u4ece\u53bb\u5e74\u768478%\u4e0a\u5347\u81f388%\u3002\u4f46\u5728\u4f01\u4e1a\u5c42\u9762\uff0c\u591a\u6570\u673a\u6784\u4ecd\u505c\u7559\u5728\u63a2\u7d22\u6216\u8bd5\u70b9\u9636\u6bb5\uff0c\u591a\u6570\u4f01\u4e1a\u5c1a\u672a\u5c06\u5176\u6df1\u5ea6\u5d4c\u5165\u5de5\u4f5c\u6d41\u548c\u4e1a\u52a1\u6d41\u7a0b\uff0c\u8ddd\u79bb\u91ca\u653e\u4f01\u4e1a\u7ea7\u4ef7\u503c\u4ecd\u6709\u4e0d\u5c0f\u5dee\u8ddd\uff0cAI\u6539\u5584\u6574\u4f53\u5229\u6da6\u7684\u6848\u4f8b\u4ecd\u8f83\u5c11\u89c1\uff0cAI\u9ad8\u7ee9\u6548\u4f01\u4e1a\u4ec56%\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u9ea6\u80af\u9521\u8c03\u7814\uff1a\u5728\u5404\u804c\u80fd\u4e2d\uff0c\u667a\u80fd\u4f53\u5e94\u7528\u8fdb\u5165\u89c4\u6a21\u5316\u9636\u6bb5\u7684\u53d7\u8bbf\u8005\u6bd4\u4f8b\u5747\u672a\u8d85\u8fc710% <\/p>\n\n\n\n

OpenAI\u8fd1\u65e5\u53d1\u5e03\u7684\u4f01\u4e1a\u7ea7 AI \u73b0\u72b6\u62a5\u544a\u2060\uff0c\u5bf9\u8fd1 100 \u5bb6\u4f01\u4e1a\u7684 9000 \u540d\u5458\u5de5\u5f00\u5c55\u8c03\u7814\u540e\u53d1\u73b0\uff0c\u8fc7\u53bb\u4e00\u5e74\uff0cChatGPT Enterprise \u7684\u6bcf\u5468\u6d88\u606f\u91cf\u589e\u52a0\u4e86\u7ea6 8 \u500d\uff0c\u5458\u5de5\u4eba\u5747\u6d88\u606f\u53d1\u9001\u91cf\u63d0\u5347\u4e86 30%\uff0c\u7ec4\u7ec7\u5e73\u5747\u63a8\u7406 token \u6d88\u8017\u91cf\u589e\u957f\u7ea6 320 \u500d\u300275% \u7684\u5458\u5de5\u8868\u793a\u5728\u5de5\u4f5c\u4e2d\u4f7f\u7528 AI \u63d0\u5347\u4e86\u5de5\u4f5c\u901f\u5ea6\u6216\u4ea7\u51fa\u8d28\u91cf\u3002\u5458\u5de5\u8868\u793a\u5e73\u5747\u6bcf\u65e5\u8282\u7701 40\u201360 \u5206\u949f\uff0c\u800c\u91cd\u5ea6\u7528\u6237\u6bcf\u5468\u53ef\u8282\u7701\u8d85\u8fc7 10 \u5c0f\u65f6\u3002\u8fd9\u4e9b\u6570\u636e\u867d\u7136\u5c55\u793a\u4e86\u4f7f\u7528\u91cf\u7684\u589e\u957f\uff0c\u5374\u4e5f\u53cd\u6620\u4e86\u4e00\u4e2a\u73b0\u5b9e\uff0c\u672a\u6765\u8fd8\u9700\u8981\u66f4\u591a\u6709\u529b\u7684\u6570\u636e\uff0c\u6765\u8bf4\u660eAI\u521b\u9020\u7684\u7ecf\u6d4e\u6548\u76ca\u3002 <\/p>\n\n\n\n

\u80cc\u540e\u7684\u539f\u56e0\uff0c\u4f01\u4e1a\u5728\u65e9\u671f\u90e8\u7f72\u9636\u6bb5\uff0cAI\u66f4\u591a\u4ee5Copilot\u7684\u5f62\u6001\u5b58\u5728\uff0c\u627f\u62c5\u7684\u662f\u4fe1\u606f\u68c0\u7d22\u3001\u6587\u672c\u751f\u6210\u3001\u7b80\u5355\u95ee\u7b54\u7b49\u8fb9\u7f18\u6027\u4efb\u52a1\u3002\u8fd9\u7c7b\u5e94\u7528\u7684\u7279\u70b9\u662f\u90e8\u7f72\u5feb\u3001\u98ce\u9669\u4f4e\uff0c\u4f46\u5bf9\u7ec4\u7ec7\u6574\u4f53\u6548\u7387\u548c\u6210\u672c\u7ed3\u6784\u7684\u5f71\u54cd\u6709\u9650\uff0c\u56e0\u6b64\u4e5f\u5f88\u96be\u5f62\u6210\u6e05\u6670\u7684\u4ef7\u503c\u95ed\u73af\u3002\u800c\u5f53\u524d\u6b63\u5728\u53d1\u751f\u7684\u79ef\u6781\u53d8\u5316\u662f\uff0cAI\u5f00\u59cb\u9010\u6b65\u6df1\u5165\u884c\u4e1a\u6d41\u7a0b\u7684\u4e2d\u540e\u6bb5\u3002\u4e0b\u4e00\u6b65\uff0c\u53ef\u9a8c\u8bc1\u7684\u6536\u76ca\u4f1a\u53d1\u751f\u5728\u751f\u4ea7\u6548\u7387\u63d0\u5347\u3001\u5ba2\u6237\u54cd\u5e94\u901f\u5ea6\u52a0\u5feb\u3001\u8425\u9500\u6307\u6807\u6539\u5584\u3001\u7814\u53d1\u751f\u4ea7\u529b\u63d0\u9ad8\u7b49\u65b9\u9762\uff0c\u672a\u6765\u6f5c\u5728\u7684\u6df1\u5ea6\u6536\u76ca\u5c06\u6765\u81ea\u6d41\u7a0b\u518d\u9020\u3001\u667a\u80fd\u4f53\u534f\u540c\u3001\u4e2a\u6027\u5316\u670d\u52a1\u3001\u9884\u6d4b\u51b3\u7b56\u4e0e\u4f9b\u5e94\u94fe\u667a\u80fd\u5316\u7b49\u9886\u57df\u3002 <\/p>\n\n\n\n

\u7531\u6b64\uff0c\u6211\u4eec\u6b63\u5728\u544a\u522b\u4ee5\u5de5\u65f6\u4e3a\u5355\u4f4d\u7684\u751f\u4ea7\u529b\u65f6\u4ee3\uff0c\u8fc8\u5411\u4ee5\u51b3\u7b56\u4e3a\u5355\u4f4d\u7684\u521b\u9020\u529b\u65f6\u4ee3\u3002\u5f53AI\u5e94\u7528\u8fdb\u4e00\u6b65\u6df1\u5165\uff0c\u672a\u6765\u7684\u6700\u5c0f\u4f5c\u6218\u5355\u5143\uff0c\u53ef\u80fd\u5c31\u662f\u4e00\u4e2a\u62e5\u6709\u6df1\u539a\u884c\u4e1aKnow-how\u7684\u4eba\u7c7b\u4e13\u5bb6\uff0c\u5e26\u7740\u5341\u51e0\u4e2a\u7845\u57fa\u6570\u5b57\u5458\u5de5\uff0c\u50cf\u4e00\u5bb6\u5fae\u578b\u516c\u53f8\u4e00\u6837\u72ec\u7acb\u4ea4\u4ed8\u7ed3\u679c\u3002\u5f53\u201c\u4e00\u4e2a\u4eba+N\u4e2a\u667a\u80fd\u4f53\u201d\u6210\u4e3a\u5de5\u4f5c\u65b0\u5e38\u6001\uff0c\u4f01\u4e1a\u7684\u7ba1\u7406\u903b\u8f91\u3001\u7ee9\u6548\u8003\u6838\u751a\u81f3\u4eba\u624d\u5b9a\u4e49\uff0c\u90fd\u9762\u4e34\u7740\u524d\u6240\u672a\u6709\u7684\u91cd\u6784\u3002\u7ba1\u7406\u7684\u5bf9\u8c61\uff0c\u4ece\u4eba\u53d8\u6210\u4e86\u4eba\u548c\u673a\u5668\u5171\u540c\u6784\u6210\u7684\u751f\u4ea7\u7cfb\u7edf\u3002\u4f20\u7edf\u4ee5\u5de5\u65f6\u3001\u8fc7\u7a0b\u3001\u5c42\u7ea7\u4e3a\u6838\u5fc3\u7684\u7ba1\u7406\u903b\u8f91\uff0c\u5c06\u9010\u6b65\u5931\u6548\u3002\u53d6\u800c\u4ee3\u4e4b\u7684\u662f\u4ee5\u7ed3\u679c\u4ea4\u4ed8\u3001\u8d28\u91cf\u7a33\u5b9a\u6027\u548c\u98ce\u9669\u63a7\u5236\u4e3a\u4e2d\u5fc3\u7684\u65b0\u8303\u5f0f\u3002  <\/p>\n\n\n\n

4.AI\u773c\u955c\u6709\u671b\u8fce\u6765\u5343\u4e07\u53f0\u7ec8\u7aef\u7684\u4e34\u754c\u70b9<\/strong><\/h3>\n\n\n\n

\u5728\u6d88\u8d39\u7535\u5b50\u7684\u5386\u53f2\u957f\u6cb3\u4e2d\uff0c1000\u4e07\u53f0\u4ece\u6765\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u6570\u5b57\uff0c\u800c\u662f\u4e00\u9053\u5212\u5206\u6781\u5ba2\u73a9\u5177\u4e0e\u5927\u4f17\u6d88\u8d39\u54c1\u7684\u547d\u8fd0\u5206\u6c34\u5cad\u3002\u5982\u4eca\uff0c\u76ee\u5149\u805a\u7126\u5230\u4e86AI\u773c\u955c\u8eab\u4e0a\u3002\u968f\u7740Meta Ray-Ban\u7b49\u5934\u90e8\u4ea7\u54c1\u7684\u9500\u91cf\u6fc0\u589e\uff0c\u6743\u5a01\u673a\u6784\u9884\u6d4b2026\u5e74\u5355\u54c1\u724c\u6709\u671b\u51b2\u51fb1000\u4e07\u53f0\u51fa\u8d27\u91cf\u3002\u503c\u5f97\u671f\u5f85\u7684\u8fd8\u6709\u8c37\u6b4cXR\u751f\u6001\uff0c\u5305\u62ec\u4e09\u661fGalaxy XR\u3001\u4e2d\u56fd\u7684XREAL\u7684Project Aura\u7b49\uff0c\u5c06\u4ee5\u5b89\u5353+Gemini\u7684\u7ec4\u5408\u62f3\uff0c\u63a8\u8fdb\u5b89\u5353XR\u751f\u6001\u7684\u8fdb\u5316\u3002\u5df4\u514b\u83b1\u7814\u7a76\u7684\u5206\u6790\u5e08\u9884\u6d4b\uff0cAI\u667a\u80fd\u773c\u955c\u8fd9\u4e00\u65b0\u5174\u4ea7\u4e1a\u5c06\u5728\u4e0d\u4e45\u7684\u5c06\u6765\u5e26\u6765\u98a0\u8986\u6027\u53d8\u9769\uff0c\u9884\u8ba12035\u5e74\u7684\u9500\u91cf\u5c06\u8fbe\u52306000\u4e07\u526f\u3002\u96f7\u670b\u773c\u955c\u5236\u9020\u5546\u4f9d\u89c6\u8def\u516c\u53f8\u4e5f\u4e8e\u8fd1\u671f\u8868\u793a\uff0c\u5c06\u63d0\u524d\u5b9e\u65bd\u5e74\u4ea7\u80fd1000\u4e07\u4ef6\u53ef\u7a7f\u6234\u8bbe\u5907\u7684\u751f\u4ea7\u8ba1\u5212\uff0c\u4ee5\u6ee1\u8db3\u8d85\u51fa\u9884\u671f\u7684\u5f3a\u52b2\u9700\u6c42\u3002\u8fd9\u4e0d\u4ec5\u610f\u5473\u7740\u786c\u4ef6\u5f62\u6001\u7684\u6210\u719f\uff0c\u66f4\u9884\u793a\u7740\u7ee7PC\u3001\u624b\u673a\u4e4b\u540e\uff0c\u6709\u671b\u8fce\u6765\u7b2c\u4e09\u6b21\u8ba1\u7b97\u5e73\u53f0\u7684\u8fc1\u5f99\u2014\u2014\u4ece\u6307\u5c16\u4e92\u8054\u8d70\u5411\u611f\u5b98\u4e92\u8054\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u5df4\u514b\u83b1\u7814\u7a76\u9884 \u6d4b\u667a\u80fd\u773c\u955c\u9500\u91cf2025-2035 <\/p>\n\n\n\n

\u786c\u4ef6\u505a\u51cf\u6cd5\u662f\u8fd9\u4e00\u6ce2AI\u773c\u955c\u6210\u529f\u7684\u5173\u952e\uff0c\u8fc7\u53bb\u7684AR\u548cVR\u773c\u955c\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u9677\u5165\u4e86\u5fc5\u987b\u6709\u5b8c\u7f8e\u5c4f\u5e55\u7684\u8bef\u533a\uff0c\u5bfc\u81f4\u4ea7\u54c1\u91cd\u8fbe\u6570\u767e\u514b\u4e14\u7eed\u822a\u4ec51-2\u5c0f\u65f6\uff0c\u7528\u6237\u65e0\u6cd5\u5168\u5929\u4f69\u6234\u3002 Meta\u7684\u6210\u529f\u5728\u4e8e\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u5f53\u524d\u7684\u751c\u871c\u70b9\uff0c\u653e\u5f03\u9ad8\u6210\u672c\u7684\u663e\u793a\u6a21\u7ec4\uff0c\u6210\u529f\u5c06\u91cd\u91cf\u63a7\u5236\u5728\u63a5\u8fd1\u666e\u901a\u773c\u955c\u768450g\u4ee5\u5185\uff0c\u5e76\u7ed3\u5408\u5927\u6a21\u578b\u7684\u591a\u6a21\u6001\u80fd\u529b\uff0c\u8ba9\u773c\u955c\u9996\u5148\u6210\u4e3a\u4e00\u4e2a\u5408\u683c\u7684\u7a7f\u6234\u8bbe\u5907\u548c\u62cd\u7167\u6444\u50cf\u8bbe\u5907\uff0c\u5176\u6b21\u624d\u662f\u4e00\u4e2a\u8ba1\u7b97\u8bbe\u5907\u3002\u8fd9\u79cd\u65e0\u5c4f\u80dc\u6709\u5c4f\u7684\u7b56\u7565\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u5236\u9020\u96be\u5ea6\u548c\u7528\u6237\u8d2d\u4e70\u95e8\u69db\u3002 <\/p>\n\n\n\n

\u5f53AI\u773c\u955c\u6210\u4e3a\u65b0\u5165\u53e3\uff0c\u8f6f\u4ef6\u751f\u6001\u5c06\u53ef\u80fd\u53d1\u751f\u7ffb\u5929\u8986\u5730\u7684\u53d8\u5316\u3002\u5728\u624b\u673a\u4e0a\uff0c\u6211\u4eec\u7684\u64cd\u4f5c\u903b\u8f91\u662f\u4ee5\u5e94\u7528\u4e3a\u4e2d\u5fc3\uff0c\u800c\u5728\u773c\u955c\u4e0a\u7684\u64cd\u4f5c\u903b\u8f91\u5c06\u8f6c\u53d8\u4e3a\u4ee5\u610f\u56fe\u4e3a\u4e2d\u5fc3\u3002\u7528\u6237\u53ea\u9700\u53d1\u51fa\u6307\u4ee4\uff0c\u5982\u5e2e\u6211\u53eb\u8f66\u56de\u5bb6\uff0c\u773c\u955c\u80cc\u540e\u7684Agent\u5c06\u81ea\u52a8\u8c03\u7528\u5e95\u5c42\u7f51\u7ea6\u8f66\u670d\u52a1\u63a5\u53e3\u5b8c\u6210\u670d\u52a1\u3002\u8fd9\u610f\u5473\u7740\uff0c\u56fe\u5f62\u7528\u6237\u754c\u9762 \uff08GUI\uff09 \u5c06\u9000\u5c45\u4e8c\u7ebf\uff0c\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u548c\u591a\u6a21\u6001\u611f\u77e5\u5c06\u6210\u4e3a\u4e3b\u5bfc\u3002\u6280\u80fd\u5546\u5e97\u53ef\u80fd\u4f1a\u53d6\u4ee3\u5e94\u7528\u5546\u5e97\uff0c\u672a\u6765\u7684\u5f00\u53d1\u8005\u4e0d\u518d\u662f\u5f00\u53d1\u4e00\u4e2a\u72ec\u7acb\u7684App\uff0c\u800c\u662f\u5f00\u53d1\u4e00\u4e2a\u4e2a\u6280\u80fd\u63d2\u4ef6 \uff08Skill\uff09 \u3002\u5982\uff0c\u661f\u5df4\u514b\u4e0d\u518d\u9700\u8981\u5f00\u53d1\u773c\u955c\u7248App\uff0c\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u70b9\u5355Skill\u7ed9\u901a\u7528\u7684AI\u52a9\u7406\u8c03\u7528\u3002\u773c\u955c\u62e5\u6709\u7684\u6444\u50cf\u5934\u5c06\u4ea7\u751f\u6d77\u91cf\u7684\u524d\u6240\u672a\u6709\u7684\u6570\u636e\uff0c\u7528\u6237\u770b\u5230\u4e86\u4ec0\u4e48\u3001\u5173\u6ce8\u4e86\u4ec0\u4e48\u90fd\u53ef\u4ee5\u6570\u5b57\u5316\u3002\u8fd9\u4e9b\u6570\u636e\u4e00\u65b9\u9762\u53ef\u4ee5\u4e3a\u673a\u5668\u4eba\u548c\u7a7a\u95f4\u667a\u80fd\u7814\u53d1\u63d0\u4f9b\u6d77\u91cf\u7684\u7b2c\u4e00\u89c6\u89d2\u8bad\u7ec3\u6570\u636e\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u53ef\u80fd\u50ac\u751f\u5168\u65b0\u7684\u63a8\u8350\u7b97\u6cd5\u548c\u5e7f\u544a\u6a21\u5f0f\uff0c\u5982\u5f53\u4f60\u76ef\u7740\u4e00\u5bb6\u9910\u5385\u62db\u724c\u8d85\u8fc73\u79d2\uff0c\u773c\u955c\u4fbf\u4f1a\u663e\u793a\u5927\u4f17\u70b9\u8bc4\u7684\u8bc4\u5206\u6807\u7b7e\u3002\u5f53\u7136\uff0c\u5728AI\u773c\u955c\u9886\u57df\uff0c\u4e2a\u4eba\u9690\u79c1\u548c\u8131\u654f\uff0c\u4ee5\u53ca\u76f8\u5173\u7684\u6cd5\u5f8b\u548c\u4f26\u7406\u89c4\u8303\u7ea6\u675f\u5c06\u66f4\u4e3a\u91cd\u8981\u3002 <\/p>\n\n\n\n

\u6216\u8bb8\u501f\u7531AI\u773c\u955c\uff0c\u6211\u4eec\u53ef\u4ee5\u544a\u522b\u4f4e\u5934\u65cf\uff0c\u901a\u8fc7\u4e00\u526f\u8f7b\u4fbf\u7684\u773c\u955c\uff0c\u5c06\u5f3a\u5927\u7684AI\u7b97\u529b\u6234\u5728\u8eab\u4e0a\u3002\u8fd9\u4e0d\u4ec5\u662f\u786c\u4ef6\u5f62\u6001\u7684\u9769\u547d\uff0c\u66f4\u53ef\u80fd\u662f\u4eba\u7c7b\u751f\u6d3b\u65b9\u5f0f\u7684\u56de\u5f52\uff0c\u8ba9\u79d1\u6280\u9000\u56de\u5230\u80cc\u666f\u4e4b\u4e2d\uff0c\u8fd9\u5c06\u8ba9\u4eba\u4eec\u91cd\u65b0\u62ac\u8d77\u5934\uff0c\u66f4\u52a0\u5173\u6ce8\u771f\u5b9e\u7684\u4e16\u754c\uff0c\u540c\u65f6\u62e5\u6709\u66f4\u5f3a\u7684\u611f\u77e5\u548c\u667a\u80fd\u3002 <\/p>\n\n\n\n

5.AI\u5b89\u5168\u548c\u8d1f\u8d23\u4efb\u6210\u4e3a\u6a21\u578b\u7814\u53d1\u548c\u5e94\u7528\u5fc5\u9009\u9879<\/strong><\/h3>\n\n\n\n

AI\u80fd\u529b\u7684\u63d0\u5347\u4ee5\u53caAGI\u76ee\u6807\u7684\u65e5\u76ca\u903c\u8fd1\uff0c\u8ba9\u5b89\u5168\u6210\u4e3a\u66f4\u591a\u4eba\u5173\u6ce8\u7684\u91cd\u70b9\uff0c\u4ece\u6700\u4e3a\u5938\u5f20\u7684AI\u6bc1\u706d\u4eba\u7c7b\uff0c\u5230\u65e5\u5e38\u5e94\u7528\u4e2d\u7684\u4f26\u7406\u548c\u4ef7\u503c\u7b49\u95ee\u9898\uff0c\u5168\u793e\u4f1a\u5bf9AI\u5b89\u5168\u7684\u5173\u6ce8\u5ea6\u65e5\u76ca\u63d0\u5347\u3002\u6839\u636e\u58a8\u5c14\u672c\u5927\u5b66\u4e0e\u6bd5\u9a6c\u5a01\u8054\u5408\u53d1\u5e03\u7684 \u300a\u4eba\u5de5\u667a\u80fd\u4fe1\u4efb\u5ea6\u3001\u6001\u5ea6\u4e0e\u5e94\u7528\uff1a2025 \u5168\u7403\u7814\u7a76\u62a5\u544a\u300b \u5bf9 47 \u4e2a\u56fd\u5bb6\u7684 48000 \u4eba\u7684\u8c03\u7814\u663e\u793a\uff1a\u5c3d\u7ba1 66%\u53d7\u8bbf\u8005\u5df2\u7ecf\u5728\u7ecf\u5e38\u4f7f\u7528AI\uff0c\u4f46\u8d85\u534a\u6570 \uff0858%\uff09 \u4ecd\u8ba4\u4e3a\u5176\u4e0d\u53ef\u4fe1\u8d56\u3002\u76f8\u6bd4 2022 \u5e74 ChatGPT \u53d1\u5e03\u524d\u5728 17 \u56fd\u5f00\u5c55\u7684\u540c\u7c7b\u7814\u7a76\uff0c\u5982\u4eca\u7684 AI \u666e\u53ca\u7387\u5df2\u663e\u8457\u63d0\u5347\uff0c\u4f46\u516c\u4f17\u4fe1\u4efb\u5ea6\u53cd\u800c\u5448\u73b0\u4e0b\u964d\u8d8b\u52bf\uff0c\u4e14\u5fe7\u8651\u60c5\u7eea\u968f\u4e4b\u4e0a\u5347\u3002 <\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6bd5\u9a6c\u5a01\u8c03\u7814\u201cTrust and acceptance of AI systems\u201d <\/p>\n\n\n\n

\u5728\u6b64\u80cc\u666f\u4e0b\uff0cAI\u5b89\u5168\u6280\u672f\u7684\u7814\u53d1\u548c\u76f8\u5173\u89c4\u5219\u7684\u5efa\u7acb\u5c31\u663e\u5f97\u66f4\u4e3a\u91cd\u8981\uff0c2\u4e2a\u5173\u952e\u8bcd\u6216\u8bb8\u4f1a\u52fe\u52d2\u51fa\u660e\u5e74\u7684\u91cd\u70b9\uff1a\u5b89\u5168\u7b97\u529b\u4e0eAI\u6cbb\u7406\u59d4\u5458\u4f1a\u3002 <\/p>\n\n\n\n

\u5b89\u5168\u7b97\u529b\uff1aAI\u5b89\u5168\u76f8\u5173\u6280\u672f\u6210\u4e3a\u4e1a\u754c\u70ed\u70b9\uff0c\u5c06\u6709\u8d85\u8fc710%\u7684\u7b97\u529b\u6295\u5165\u5230\u5b89\u5168\u9886\u57df\u3002<\/strong>\u8fd9\u91cc\u7684\u5b89\u5168\u4e3b\u8981\u6db5\u76d6\u5b89\u5168\u8bc4\u4f30\u3001\u5bf9\u9f50\u5b9e\u9a8c\u3001\u7ea2\u961f\u6d4b\u8bd5\u7b49\uff0c\u4e0e\u7eaf\u80fd\u529b\u63d0\u5347\u7684\u9884\u8bad\u7ec3\u3001\u5fae\u8c03\u548c\u540e\u8bad\u7ec3\u5f3a\u5316\u5b66\u4e60\u7b49\u533a\u5206\u5f00\u6765\u3002\u4e24\u5e74\u524d\uff0cOpenAI\u5c31\u66fe\u7ecf\u5ba3\u5e03\u6210\u7acb Superalignment \u56e2\u961f\uff0c\u660e\u786e\u8868\u793a\u5c06\u5728\u672a\u6765\u56db\u5e74\u5185\uff0c\u5c06\u5176\u7b97\u529b\u7684 20%\u7528\u4e8e\u8d85\u7ea7\u667a\u80fd\u5bf9\u9f50\u7814\u7a76\u3002\u4f46\u5c71\u59c6\u5965\u7279\u66fc\u5e76\u672a\u4fe1\u5b88\u627f\u8bfa\uff0c\u8fd9\u4e5f\u662f\u5bfc\u81f4\u4f0a\u5229\u4e9a\u51fa\u8d70\u7684\u91cd\u8981\u539f\u56e0\u4e4b\u4e00\u3002\u800c\u4f0a\u5229\u4e9a\u6210\u7acb\u7684\u65b0\u516c\u53f8\u540d\u4e3aSSI \uff08Safe Superintelligence\uff09 \uff0c\u6838\u5fc3\u5c31\u662f\u7740\u773c\u4e8e\u5bf9\u8d85\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u7684\u7814\u7a76\uff0c\u4e24\u5e74\u6765\u5df2\u878d\u8d4430\u4ebf\u7f8e\u91d1\uff0c\u4f30\u503c320\u4ebf\u7f8e\u5143\u3002\u4e0d\u5c11\u5b89\u5168\u7814\u7a76\u8005\u4e3b\u5f20\uff0c\u968f\u7740\u80fd\u529b\u589e\u957f\uff0c\u5e94\u5f53\u7ef4\u6301\u4e00\u4e2a\u6052\u5b9a\u4e14\u8db3\u591f\u9ad8\u7684\u7b97\u529b\u4efd\u989d\u957f\u671f\u6295\u5165\u5b89\u5168\u7814\u7a76\u3001\u76d1\u6d4b\u548c\u7f13\u89e3\u5b89\u5168\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u80fd\u529b\u4e0a\u53bb\u4e86\u518d\u8865\u5b89\u5168\u3002\u7f8e\u56fd\u4e0e\u6b27\u76df\u7684\u6cd5\u89c4\u63d0\u6848\u90fd\u628a\u9ad8\u98ce\u9669\u6a21\u578b\u7684\u7cfb\u7edf\u6027\u6d4b\u8bd5\u3001\u8bc4\u4f30\u548c\u76d1\u63a7\u5199\u8fdb\u4e86\u5f3a\u5236\u4e49\u52a1\uff0c\u8fd9\u4e5f\u9690\u542b\u7740\u5b89\u5168\u7b97\u529b\u5c06\u5f62\u6210\u521a\u6027\u6210\u672c\u3002\u800c\u4e14\uff0c\u968f\u7740\u6a21\u578b\u8d8a\u6765\u8d8a\u5177\u5907\u957f\u7a0b\u4efb\u52a1\u80fd\u529b\uff0c\u5b89\u5168\u8bc4\u4f30\u4e0d\u518d\u662f\u8dd1\u51e0\u4e2a benchmark\uff0c\u800c\u8981\u8dd1\u591a\u6b65 agent \u4efb\u52a1\u3001\u6a21\u62df\u957f\u671f\u884c\u4e3a\u7b49\uff0c\u8fd9\u5bf9\u7b97\u529b\u9700\u6c42\u5c06\u662f\u6307\u6570\u7ea7\u653e\u5927\u7684\u3002 <\/p>\n\n\n\n

AI\u6cbb\u7406\u59d4\u5458\u4f1a\uff1a\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u4f1a\u5efa\u7acb\u7c7b\u4f3cAI\u5b89\u5168\u548c\u4f26\u7406\u59d4\u5458\u4f1a\u7684\u673a\u6784<\/strong>\u3002\u8fd9\u4e2a\u673a\u6784\u4e0d\u518d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u7814\u7a76\u548c\u5bf9\u5916\u5ba3\u4f20\u3001\u6c9f\u901a\u7684\u7ec4\u7ec7\uff0c\u800c\u662f\u6df1\u5ea6\u5d4c\u5165\u5230\u4ece\u57fa\u7840\u5927\u6a21\u578b\u5230AI\u4ea7\u54c1\u7814\u53d1\u7684\u5168\u6d41\u7a0b\u3002\u5f88\u591a\u5927\u516c\u53f8\u90fd\u5df2\u7ecf\u5efa\u7acb\u8d77\u4e86\u76f8\u5bf9\u5b8c\u6574\u7684\u5b89\u5168\u673a\u5236\uff1a\u5982Google DeepMind \u5185\u90e8\u6709\u4e13\u95e8\u7684 Responsibility & Safety \u56e2\u961f\uff0c\u53c2\u4e0e\u4ece\u6a21\u578b\u8bad\u7ec3\u5230\u8bc4\u4f30\u90e8\u7f72\u7684\u5168\u8fc7\u7a0b\uff0c\u5728\u6a21\u578b\u8bad\u7ec3\u524d\u8bbe\u5b9a\u80fd\u529b\u8fb9\u754c\uff0c\u8bc4\u4f30\u751f\u7269\u5b89\u5168\u3001\u7f51\u7edc\u653b\u51fb\u7b49\u65b9\u9762\u7684\u5371\u9669\u80fd\u529b\u3002\u5728\u8bad\u7ec3\u540e\uff0c\u8fd8\u8981\u5bf9\u6a21\u578b\u8fdb\u884c\u7cfb\u7edf\u6027\u7ea2\u961f\u6d4b\u8bd5\u548c\u5b89\u5168\u8bc4\u4f30\uff0c\u8bc4\u4f30\u7ed3\u679c\u8fbe\u6807\u7684\uff0c\u624d\u80fd\u4e0a\u7ebf\u5230Gemini\u3001AI\u641c\u7d22\u7b49\u4ea7\u54c1\u3002\u5fae\u8f6f\u65e9\u57282017\u5e74\u5c31\u6210\u7acb\u4e86\u4f26\u7406\u59d4\u5458\u4f1aAether Committee\uff0c\u6db5\u76d6\u5b89\u5168\u3001\u504f\u89c1\u3001\u516c\u5e73\u3001\u53ef\u9760\u6027\u3001\u4eba\u673a\u4ea4\u4e92\u7b49\u9886\u57df\uff0c\u5176\u7ed3\u8bba\u4f1a\u88ab\u7eb3\u5165\u5fae\u8f6f\u5de5\u7a0b\u4f53\u7cfb\u7684\u5fc5\u9009\u6d41\u7a0b\uff0c\u5982Office\u3001Copilot\u3001Azure AI\u7b49\u3002Anthropic\u5219\u6210\u7acb\u4e86\u957f\u671f\u5229\u76ca\u4fe1\u6258 (LTBT) \u673a\u5236\uff0c\u662f\u75315\u4f4d\u8d22\u52a1\u4e2d\u7acb\u6210\u5458\u6784\u6210\u7684\u72ec\u7acb\u673a\u6784\uff0c\u65e8\u5728\u786e\u4fdd\u516c\u53f8\u6cbb\u7406\u59cb\u7ec8\u4e0e\u7814\u53d1\u5e76\u7ef4\u62a4\u5148\u8fdb AI \u7cfb\u7edf\uff0c\u6301\u4e45\u9020\u798f\u4eba\u7c7b\u7684\u4f7f\u547d\u4e00\u81f4\u3002Anthropic\u81f4\u529b\u4e8e\u63a8\u52a8Constitutional AI \uff08 \u5baa\u6cd5AI\uff09 \uff0c\u5c06\u5b89\u5168\u76f4\u63a5\u5d4c\u5165\u5230\u8bad\u7ec3\u6570\u636e\u548c\u5956\u52b1\u6a21\u578b\u4e2d\u3002 <\/p>\n\n\n\n

AI \u5b89\u5168\u4e0e\u8d1f\u8d23\u4efb\u5df2\u7ecf\u4e0d\u518d\u662f\u9644\u52a0\u5728\u6a21\u578b\u7814\u53d1\u548c\u5e94\u7528\u4e4b\u4e0a\u7684\u9053\u5fb7\u9009\u9879\uff0c\u800c\u662f\u6b63\u5728\u6f14\u53d8\u4e3a\u4e0e\u7b97\u529b\u3001\u7b97\u6cd5\u3001\u6570\u636e\u540c\u7b49\u91cd\u8981\u7684\u57fa\u7840\u6027\u8981\u7d20\u3002\u4e00\u65b9\u9762\uff0c\u516c\u4f17\u4fe1\u4efb\u5ea6\u7684\u4e0b\u964d\u4e0e\u5fe7\u8651\u60c5\u7eea\u7684\u4e0a\u5347\uff0c\u6b63\u5728\u53cd\u5411\u5851\u9020\u6280\u672f\u8def\u7ebf\u548c\u5546\u4e1a\u51b3\u7b56\u3002\u6ca1\u6709\u53ef\u4fe1\u5b89\u5168\u673a\u5236\u7684\u6a21\u578b\uff0c\u5c06\u96be\u4ee5\u8fdb\u5165\u5173\u952e\u884c\u4e1a\u548c\u4e3b\u6d41\u5e02\u573a\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u76d1\u7ba1\u6846\u67b6\u7684\u9010\u6b65\u6210\u578b\uff0c\u5c06\u4f7f\u5b89\u5168\u8bc4\u4f30\u3001\u5bf9\u9f50\u5b9e\u9a8c\u548c\u6301\u7eed\u76d1\u63a7\u4ece\u6700\u4f73\u5b9e\u8df5\u53d8\u6210\u51c6\u5165\u95e8\u69db\u3002\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c\u5b89\u5168\u7b97\u529b\u548c AI \u6cbb\u7406\u59d4\u5458\u4f1a\u5e76\u975e\u77ed\u671f\u5e94\u5bf9\u8206\u8bba\u6216\u76d1\u7ba1\u7684\u6743\u5b9c\u4e4b\u8ba1\uff0c\u800c\u662f\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u957f\u671f\u5236\u5ea6\u5b89\u6392\u3002<\/p>\n\n\n\n

\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/36kr.com\/p\/3606453018903814<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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