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\u6587\uff5c\u767d \u9e3d<\/strong><\/p>\n

\u7f16\uff5c\u738b\u4e00\u7c9f<\/strong><\/p>\n

\u5f53\u666e\u901a\u4eba\u88abAI<\/a><\/span>\u8f70\u70b8\u7684\u5df2\u7ecf\u75b2\u52b3\uff0c\u5e94\u7528\u843d\u5730\u4e5f\u6ca1\u6709\u60ca\u4eba\u5730\u7a81\u7834\uff0cAI\u5927\u6a21\u578b\u7684\u53d1\u5c55\u4f3c\u4e4e\u5df2\u7ecf\u8fdb\u5165\u74f6\u9888\u671f\u3002<\/p>\n

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\u4f46AI\u5927\u6a21\u578b\u53d1\u5c55\u771f\u7684\u653e\u7f13\u4e86\u5417\uff1f<\/p>\n

\u201c\u6280\u672f\u7684\u8fdb\u6b65\u901f\u5ea6\u4f9d\u7136\u5f88\u5feb\u201d\u3001\u201c\u843d\u5730\u4e2d\u6ca1\u89c9\u5f97\u592a\u591a\u56f0\u96be\uff0c\u53cd\u800c\u5168\u662f\u673a\u4f1a\u201d\u3002\u5728\u4e24\u5929\u7684\u4ea4\u6d41\u4e2d\uff0c\u5927\u6a21\u578b\u521b\u4e1a\u516c\u53f8\u3001\u4e91\u5382\u5546\u3001AI\u4f01\u4e1a\u670d\u52a1\u516c\u53f8\uff0c\u884c\u4e1a\u91cc\u5b9e\u6253\u5b9e\u505a\u4e1a\u52a1\u7684\u6240\u6709\u516c\u53f8\u90fd\u5bf9\u5149\u9525\u667a\u80fd\u8868\u8fbe\u7740\uff0c\u5bf9AI\u524d\u666f\u7684\u4e00\u7247\u4e50\u89c2\u3002<\/p>\n

\u201co1\u7684\u63a8\u7406\u80fd\u529b\u786e\u5b9e\u4e0a\u4e86\u4e00\u4e2a\u5f88\u5927\u53f0\u9636\u3002\u201d\u9636\u8dc3\u661f\u8fb0\u521b\u59cb\u4eba\u59dc\u5927\u6615\u57282024\u4e91\u6816\u5927\u4f1a\u4e0a\u8bf4\u9053\uff0c\u201co1\u4e5f\u7b2c\u4e00\u6b21\u8bc1\u660e\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u62e5\u6709\u4eba\u8111\u6162\u601d\u8003\u80fd\u529b\uff0c\u540c\u65f6\u4e5f\u5e26\u6765Scaling Law\u7684\u65b0\u65b9\u5411\u3002\u201d<\/p>\n

\u8fd9\u4e5f\u5c31\u610f\u5473\u7740\uff0c\u968f\u7740OpenAI o1\u6a21\u578b\u7684\u53d1\u5e03\uff0c\u751f\u6210\u5f0fAI\u4ece\u539f\u672c\u7684\u9884\u8bad\u7ec3\u65f6\u4ee3\uff0c\u8fc8\u5165\u5927\u89c4\u6a21\u63a8\u7406\u65f6\u4ee3\u3002<\/strong><\/p>\n

\u4e0d\u8fc7\uff0cAI\u4ecd\u5904\u4e8e\u65e9\u671f\u7684\u53d1\u5c55\u9636\u6bb5\u3002<\/p>\n

\u201c\u5982\u4eca\u6211\u4eec\u8fd8\u5904\u4e8eL2\u7684\u53d1\u5c55\u65e9\u671f\uff0c\u4f46AI\u4ecd\u5728\u52a0\u901f\u53d1\u5c55\u4e2d\uff0c\u672a\u676518\u4e2a\u6708\u751a\u81f3\u6709\u53ef\u80fd\u51fa\u73b0L4\u7ea7\u7684\u7a81\u7834<\/strong>\u2014\u2014\u73b0\u5728\u4e1a\u754c\u7684\u5bf9AI\u672a\u6765\u7684\u6574\u4f53\u9884\u6d4b\uff0c\u90fd\u8fc7\u4e8e\u4fdd\u5b88\u4e86\u3002\u201d\u751f\u6570\u79d1\u6280<\/a><\/span>\u9996\u5e2d\u79d1\u5b66\u5bb6\u6731\u519b\u5219\u5982\u6b64\u8bf4\u9053\u3002<\/p>\n

\u963f\u91cc\u5df4\u5df4\u96c6\u56e2CEO\u3001\u963f\u91cc\u4e91\u667a\u80fd\u96c6\u56e2\u8463\u4e8b\u957f\u517cCEO\u5434\u6cf3\u94ed\u57282024\u4e91\u6816\u5927\u4f1a\u4e0a\u4e5f\u8868\u793a\uff1a\u201c\u8fc7\u53bb22\u4e2a\u6708\uff0cAI\u53d1\u5c55\u901f\u5ea6\u8d85\u8fc7\u4efb\u4f55\u5386\u53f2\u65f6\u671f\uff0c\u4f46\u6211\u4eec\u4f9d\u7136\u8fd8\u5904\u4e8eAGI\u53d8\u9769\u7684\u65e9\u671f\u3002\u751f\u6210\u5f0fAI\u6700\u5927\u7684\u60f3\u8c61\u529b\uff0c\u7edd\u4e0d\u662f\u5728\u624b\u673a\u5c4f\u5e55\u4e0a\u505a\u4e00\u4e24\u4e2a\u65b0\u7684\u8d85\u7ea7app\uff0c\u800c\u662f\u63a5\u7ba1\u6570\u5b57\u4e16\u754c\uff0c\u6539\u53d8\u7269\u7406\u4e16\u754c\u3002\u201d<\/strong><\/p>\n

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\u963f\u91cc\u5df4\u5df4\u96c6\u56e2CEO\u3001\u963f\u91cc\u4e91\u667a\u80fd\u96c6\u56e2\u8463\u4e8b\u957f\u517cCEO\u5434\u6cf3\u94ed<\/p>\n<\/div>\n

\u65e0\u7591\uff0c\u5f53\u524dAI\u5927\u6a21\u578b\u7684\u53d1\u5c55\u5df2\u7ecf\u8fdb\u5165\u8f6c\u6298\u70b9\uff0c\u800c\u672a\u676518\u4e2a\u6708\uff0c\u4e5f\u5c06\u662f\u51b3\u5b9a\u6211\u4eec\u80fd\u5426\u8fc8\u5411AGI\u65f6\u4ee3\u7684\u5173\u952e\u3002<\/p>\n

\u5927\u6a21\u578b\u8fc8\u5165\u63a8\u7406\u65f6\u4ee3\uff0c\u6280\u672f\u4ecd\u5728\u5927\u7206\u70b8<\/strong><\/h1>\n

\u7c7b\u4f3c\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u5206\u7ea7\u4e00\u6837\uff0c\u6b64\u524dOpenAI\u4e5f\u5c06\u6700\u7ec8\u62b5\u8fbeAGI\u7ec8\u70b9\uff0c\u5212\u5206\u4e86\u4e94\u5927\u7b49\u7ea7\uff1a<\/p>\n

L1\uff1a\u804a\u5929\u673a\u5668\u4eba\uff0c\u5177\u6709\u5bf9\u8bdd\u80fd\u529b\u7684AI\u3002
L2\uff1a\u63a8\u7406\u8005\uff0c\u50cf\u4eba\u7c7b\u4e00\u6837\u80fd\u591f\u89e3\u51b3\u95ee\u9898\u7684AI\u3002
L3\uff1a\u667a\u80fd\u4f53\uff0c\u4e0d\u4ec5\u80fd\u601d\u8003\uff0c\u8fd8\u53ef\u4ee5\u91c7\u53d6\u884c\u52a8\u7684AI\u7cfb\u7edf\u3002
L4\uff1a\u521b\u65b0\u8005\uff0c\u80fd\u591f\u534f\u52a9\u53d1\u660e\u521b\u9020\u7684AI\u3002
L5\uff1a\u7ec4\u7ec7\u8005\uff0c\u53ef\u4ee5\u5b8c\u6210\u7ec4\u7ec7\u5de5\u4f5c\u7684AI\u3002<\/p>\n

\u5176\u4e2d\uff0c\u4ee5GPT\u4e3a\u4ee3\u8868\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5c5e\u4e8eL1\u9636\u6bb5\uff0c\u800c\u4ee5o1\u4e3a\u6807\u5fd7\uff0c\u5219\u5f00\u542f\u4e86L2\u63a8\u7406\u65f6\u4ee3\u3002<\/strong><\/p>\n

\u80cc\u540e\u7684\u903b\u8f91\u5728\u4e8e\uff0cGPT\u7684\u8bad\u7ec3\u65b9\u5f0f\u4e3aPredict Next Token \uff0c\u5373\u9884\u6d4b\u63a5\u4e0b\u6765\u4f1a\u51fa\u73b0\u7684token\u662f\u4ec0\u4e48\uff0c\u5373\u4f7fGPT4\u80fd\u591f\u628a\u590d\u6742\u7684\u95ee\u9898\u62c6\u89e3\u6210\u591a\u4e2a\u6b65\u9aa4\u518d\u5206\u5e03\u89e3\u51b3\uff0c\u4f46\u5176\u8fd8\u662f\u5c5e\u4e8e\u4e00\u79cd\u76f4\u7ebf\u578b\u601d\u7ef4\uff0c\u6ca1\u6709\u53cd\u5411\u63a8\u7406\u3001\u601d\u8003\u80fd\u529b\u3002<\/p>\n

\u6240\u4ee5\uff0cGPT\u53ea\u80fd\u591f\u5b9e\u73b0\u7c7b\u4f3c\u4e8e\u4eba\u8111\u4e2d\u7cfb\u7edf1\u7684\u601d\u8003\u65b9\u5f0f\u3002\u8fd9\u662f\u6211\u4eec\u7684\u201c\u5feb\u901f\u601d\u8003\u201d\u7cfb\u7edf\uff0c\u66f4\u591a\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u8eab\u4f53\u7684\u6761\u4ef6\u53cd\u5c04\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u601d\u8003\u80fd\u529b\u3002<\/p>\n

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<\/div>

\u800co1\u5219\u91c7\u7528\u4e86\u5f3a\u5316\u5b66\u4e60\u7684\u8bad\u7ec3\u6846\u67b6\uff0c\u8fd9\u5c31\u4f7f\u5927\u6a21\u578b\u5177\u5907\u4e86\u601d\u8003\u80fd\u529b\uff0c\u4e5f\u5c31\u662f\u7cfb\u7edf2\uff0c\u5176\u4e0e\u7cfb\u7edf1\u6700\u5927\u7684\u533a\u522b\uff0c\u5c31\u5728\u4e8e\u7cfb\u7edf2\u80fd\u591f\u63a2\u7d22\u4e0d\u540c\u7684\u8def\u5f84\uff0c\u5e76\u81ea\u6211\u53cd\u601d\u3001\u7ea0\u9519\uff0c\u7136\u540e\u4e0d\u65ad\u8bd5\u9519\uff0c\u76f4\u5230\u627e\u5230\u4e00\u4e2a\u6b63\u786e\u9014\u5f84\u3002<\/p>\n

\u201c\u8fd9\u6b21\u7684o1\uff0c\u662f\u628a\u4ee5\u524d\u7684\u6a21\u4eff\u5b66\u4e60\u548c\u5f3a\u5316\u5b66\u4e60\u7ed3\u5408\u8d77\u6765\u4e86\uff0c\u4f7f\u5f97\u4e00\u4e2a\u6a21\u578b\u540c\u65f6\u6709\u4e86\u4eba\u8111\u7cfb\u7edf1\u548c\u7cfb\u7edf2\u7684\u80fd\u529b\uff0c\u610f\u4e49\u975e\u5e38\u5927\u3002\u201d\u59dc\u5927\u6615\u5982\u6b64\u8bf4\u9053\u3002<\/strong><\/p>\n

\u540c\u65f6\uff0c\u4ed6\u4e5f\u8868\u793a\uff1a\u201co1\u5e76\u6ca1\u6709\u5230\u4e00\u4e2a\u5f88\u6210\u719f\u9636\u6bb5\uff0c\u53ea\u662f\u5f00\u7aef\uff0c\u5b9e\u9645\u4e0aOpenAI\u7ed9\u6211\u4eec\u627e\u5230\u4e86\u4e00\u6761\u4e0a\u9650\u5f88\u9ad8\u7684\u8def\uff0c\u80fd\u591f\u4e0d\u65ad\u8d70\u4e0b\u53bb\u3002\u201d<\/p>\n

\u4e1a\u5185\u4e5f\u6709\u89c2\u70b9\u8ba4\u4e3a\uff0co1\u5219\u6682\u65f6\u626d\u8f6c\u4e86\u5927\u6a21\u578b\u5df2\u6ca1\u6709\u8fdb\u6b65\u7a7a\u95f4\u8bba\u8c03\uff0c\u4e3a\u5927\u6a21\u578b \u201c\u6ce1\u6cab\u201d \u7eed\u547d\u3002\u6bd5\u7adf\uff0c\u6b64\u524d\u5927\u6a21\u578b\u8bad\u7ec3\u5df2\u7ecf\u9677\u5165\u539f\u6709Scaling Law\u7684\u74f6\u9888\uff0c\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u6269\u5927\u540e\uff0c\u6027\u80fd\u63d0\u5347\u9010\u6e10\u653e\u7f13\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u5728\u59dc\u5927\u6615\u3001\u6768\u690d\u9e9f\u3001\u6731\u519b\u7b49\u4eba\u770b\u6765\uff0c\u8fc7\u53bb18\u4e2a\u6708\u4e2d\uff0c\u5927\u6a21\u578b\u6280\u672f\u8fed\u4ee3\u5e76\u4e0d\u6162\uff0c\u4ecd\u5904\u4e8e\u52a0\u901f\u53d1\u5c55\u671f\u3002<\/strong><\/p>\n

\u201c\u4ece\u5e7f\u6cdb\u7684\u89d2\u5ea6\u6765\u8bf4\uff0c\u5927\u5bb6\u53ef\u80fd\u6ca1\u611f\u77e5\u5230\u3002\u5355\u4ece\u6280\u672f\u6765\u8bf4\uff0c\u73b0\u5728\u6280\u672f\u53d1\u5c55\u66f2\u7ebf\u662f\u8d8a\u6765\u8d8a\u9661\u5ced\u7684\u3002\u201d<\/strong>\u751f\u6570\u79d1\u6280\u9996\u5e2d\u79d1\u5b66\u5bb6\u6731\u519b\u5982\u6b64\u8bf4\u9053\u3002<\/p>\n

\u4e00\u65b9\u9762\uff0c\u4ece\u5927\u6a21\u578b\u6570\u91cf\u89d2\u5ea6\u6765\u770b\uff0c\u73b0\u5728\u6bcf\u4e2a\u6708\u90fd\u4f1a\u6709\u65b0\u7684\u6a21\u578b\u3001\u65b0\u7684\u4ea7\u54c1\u3001\u65b0\u7684\u5e94\u7528\u6d8c\u73b0\u51fa\u6765\u3002<\/p>\n

OpenAI\u57282\u6708\u53d1\u5e03\u4e86Sora\uff0c5\u6708\u53d1\u5e03\u4e86GPT-4o\uff0c\u4e0a\u5468\u53d1\u5e03\u7684o1\u7b49\uff0c\u5176\u5bf9\u624bAnthropic\u6709Claude\u7cfb\u5217\uff0c\u8c37\u6b4c\u6709Gemini\u7cfb\u5217\u3001LLaMA\u7684\u7cfb\u5217\u7b49\u3002<\/p>\n

\u59dc\u5927\u6615\u8868\u793a\uff1a\u201c\u539f\u672cOpenAI\u4e00\u5bb6\u72ec\u5927\uff0c\u4eca\u5e74\u4e5f\u9010\u6e10\u53d8\u6210\u4e86\u7fa4\u96c4\u5e76\u8d77\uff0c\u4f60\u8ffd\u6211\u8d76\u7684\u5c40\u9762\uff0c\u5404\u5bb6\u90fd\u5728\u63d0\u901f\u3002\u201d<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u4ece\u5927\u6a21\u578b\u80fd\u529b\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u4ece\u5355\u4e00\u6a21\u578b\uff0c\u5230\u591a\u6a21\u6001\u878d\u5408\uff0c\u4ece\u591a\u6a21\u6001\u7406\u89e3\u5230\u591a\u6a21\u6001\u751f\u6210\uff0c\u4ece\u6a21\u4eff\u5b66\u4e60\u518d\u5230\u5f3a\u5316\u5b66\u4e60\uff0c\u53ef\u4ee5\u770b\u5230\u5927\u6a21\u578b\u7684\u80fd\u529b\u6b63\u5728\u7eb5\u5411\uff08\u7406\u89e3\u591a\u7ef4\u7269\u7406\u4e16\u754c\uff09\u548c\u6a2a\u5411\uff08\u601d\u8003\u80fd\u529b\uff0c\u5373\u667a\u5546\uff09\u53cc\u5411\u53d1\u5c55\u3002<\/p>\n

\u5728GPT-4o\u53d1\u5e03\u4e4b\u524d\uff0cOpenAI\u6709\u5355\u72ec\u7684\u89c6\u89c9\u7406\u89e3\u6a21\u578bGPT4V\u3001\u89c6\u89c9\u751f\u6210\u6a21\u578bSora\u3001\u58f0\u97f3\u6a21\u578bWhisper\u7b49\uff0c\u800c\u968f\u7740GPT-4o\u53d1\u5e03\uff0c\u539f\u672c\u8fd9\u4e9b\u5b64\u7acb\u7684\u6a21\u578b\u5219\u5168\u90e8\u88ab\u878d\u5408\u5230\u4e00\u8d77\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u878d\u5408\u8fd9\u4ef6\u4e8b\u975e\u5e38\u91cd\u8981\uff1f<\/p>\n

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\u6b64\u5916\uff0c\u6731\u519b\u8fd8\u63d0\u5230\uff0c\u5927\u6a21\u578b\u6280\u672f\u52a0\u901f\u53d1\u5c55\u80cc\u540e\u6700\u6838\u5fc3\u7684\u539f\u56e0\uff0c\u5219\u5728\u4e8e\u5927\u5bb6\u5bf9\u8fd9\u79cd\u8def\u7ebf\u7684\u8ba4\u77e5\u548c\u51c6\u5907\u4e0a\uff0c\u8fbe\u5230\u4e86\u6bd4\u8f83\u597d\u7684\u7a0b\u5ea6\uff0c\u201c\u5728\u7269\u7406\u6761\u4ef6\u4e0a\uff0c\u6bd4\u5982\u50cf\u4e91\u57fa\u7840\u8bbe\u65bd\u3001\u8ba1\u7b97\u8d44\u6e90\u7684\u51c6\u5907\u90fd\u6bd4\u8f83\u5145\u5206\uff0c\u4e0d\u50cfChatGPT\u521a\u51fa\u6765\u65f6\uff0c\u5927\u5bb6\u66f4\u591a\u662f\u4e0d\u77e5\u6240\u63aa\u3002\u201d<\/p>\n

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\u201cAI\u8ba1\u7b97\u6b63\u52a0\u901f\u6f14\u8fdb\uff0c\u6210\u4e3a\u8ba1\u7b97\u4f53\u7cfb\u7684\u4e3b\u5bfc\u3002\u201d\u5434\u6cf3\u94ed\u8bf4\u9053\uff0c\u201c\u5728\u65b0\u589e\u7b97\u529b\u5e02\u573a\u4e0a\uff0c\u8d85\u8fc750%\u65b0\u9700\u6c42\u7531AI\u9a71\u52a8\u4ea7\u751f\uff0cAI\u7b97\u529b\u9700\u6c42\u5df2\u5360\u636e\u4e3b\u6d41\u5730\u4f4d\u3002\u201d<\/p>\n

\u6240\u6709\u884c\u4e1a\uff0c\u90fd\u9700\u8981\u6027\u80fd\u66f4\u5f3a\u3001\u89c4\u6a21\u66f4\u5927\u3001\u66f4\u9002\u5e94AI\u9700\u6c42\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/strong><\/p>\n

\u5728\u6b64\u6b21\u4e91\u6816\u5927\u4f1a\u4e0a\uff0c\u963f\u91cc\u4e91\u5728\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u5c42\u9762\uff0c\u4e5f\u8fdb\u884c\u4e86\u5168\u7cfb\u5217\u4ea7\u54c1\u5bb6\u65cf\u5347\u7ea7\u3002\u5168\u9762\u91cd\u6784\u5e95\u5c42\u786c\u4ef6\u3001\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u3001\u6570\u636e\u5e93\u3001\u5927\u6570\u636e\uff0c\u5e76\u4e0eAI\u573a\u666f\u6709\u673a\u9002\u914d\u3001\u878d\u5408\uff0c\u52a0\u901f\u6a21\u578b\u7684\u5f00\u53d1\u548c\u5e94\u7528\u3002<\/p>\n

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\u5927\u6a21\u578b\u6280\u672f\u6d6a\u6f6e\uff0c\u5f80\u5f80\u4f1a\u5e26\u52a8\u6574\u4e2a\u4ea7\u4e1a\u94fe\u5411\u524d\u53d1\u5c55\u7684\u6d6a\u6f6e\uff0c\u5927\u6a21\u578b\u7684\u6253\u9020\u53ea\u662f\u8d77\u70b9\uff0c\u628a\u6280\u672f\u843d\u5730\u5230\u4ea7\u4e1a\u573a\u666f\uff0c\u521b\u9020\u4ef7\u503c\u624d\u662f\u76ee\u6807\u3002<\/p>\n

\u5728\u6731\u519b\u770b\u6765\uff0c\u73b0\u5728\u5927\u6a21\u578b\u6240\u6709\u7684\u843d\u5730\u5e94\u7528\u6700\u540e\u90fd\u6307\u5411\u4e24\u4e2a\u65b9\u5411\uff1a<\/p>\n

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<\/p>\n

<\/div>

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\u5927\u6a21\u578b\u843d\u5730\u5e94\u7528\u7684PMF<\/a><\/span><\/strong><\/h1>\n

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<\/p>\n

<\/div>

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<\/p>\n

<\/div>

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