{"id":40076,"date":"2025-04-12T01:02:46","date_gmt":"2025-04-11T17:02:46","guid":{"rendered":"https:\/\/17aitech.com\/?p=40076"},"modified":"2025-04-12T01:02:46","modified_gmt":"2025-04-11T17:02:46","slug":"%e6%96%af%e5%9d%a6%e7%a6%8f-ai-%e6%8c%87%e6%95%b0%e6%8a%a5%e5%91%8a%e5%8f%91%e5%b8%83%ef%bc%9a2024%e5%b9%b4%e7%be%8e%e5%9b%bd-ai-%e7%a7%81%e4%ba%ba%e6%8a%95%e8%b5%84%e7%ba%a6%e4%b8%ba%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40076","title":{"rendered":"\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d"},"content":{"rendered":"

<\/p>\n

4 \u6708 7 \u65e5\uff0c\u65af\u5766\u798f\u5927\u5b66\u4ee5\u4eba\u4e3a\u672c\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240 \uff08HAI\uff09 \u53d1\u8868\u4e86\u65b0\u7684\u300a2025\u5e74\u4eba\u5de5\u667a\u80fd\u6307\u6570\u62a5\u544a\u300b\uff0c\u591a\u9879\u6570\u636e\u7edf\u8ba1\u8868\u660e\uff1a\u4e2d\u7f8e AI \u7684\u5dee\u8ddd\u6b63\u5728\u7f29\u5c0f\uff0cAI \u6280\u672f\u7684\u521b\u65b0\u901f\u5ea6\u662f\u8fc7\u53bb\u5341\u5e74\u7684\u6570\u500d\u4e4b\u5feb\u3002<\/p>\n<\/p>\n

\u8be5\u62a5\u544a\u603b\u7bc7\u5e45\u63a5\u8fd1 450 \u9875\uff0c\u4e3b\u8981\u4eae\u70b9\u5305\u62ec\uff1a<\/p>\n

\u9996\u5148\uff0c\u62a5\u544a\u6307\u51fa\uff0c\u8fc7\u53bb\u4e00\u5e74\u4e2d\u7f8e\u7684 AI \u6295\u8d44\u90fd\u6709\u4e86\u6781\u5927\u589e\u957f\u3002\u5176\u4e2d\uff0c\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u91d1\u989d\u589e\u957f\u81f3 1091 \u4ebf\u7f8e\u5143\uff0c\u51e0\u4e4e\u662f\u4e2d\u56fd\u7684 12 \u500d\uff0893 \u4ebf\u7f8e\u5143\uff09\u4e0e\u82f1\u56fd\u7684 24 \u500d\uff0845 \u4ebf\u7f8e\u5143\uff09\u3002AIGC \u521b\u4e1a\u7684\u5168\u7403\u878d\u8d44\u89c4\u6a21\u662f 339 \u4ebf\u7f8e\u5143\uff0c\u76f8\u6bd4 2023 \u5e74\u589e\u957f\u4e86 18.7%\u3002<\/p>\n

\u5176\u6b21\uff0cAI \u6a21\u578b\u6b63\u5728\u53d8\u5f97\u8089\u773c\u53ef\u89c1\u5730\u9ad8\u6548\u3002\u5728\u9ad8\u6548\u5c0f\u6a21\u578b\u7684\u9a71\u52a8\u4e0b\uff0cGPT-3.5 \u7ea7\u522b\u7684\u6a21\u578b\u63a8\u7406\u6210\u672c\u4ece 2022 \u5e74 11 \u6708\u5230 2024 \u5e74 10 \u6708\u5df2\u7ecf\u4e0b\u964d 280 \u500d\uff0c\u786c\u4ef6\u6210\u672c\u6bcf\u5e74\u4e0b\u964d 30%\u3002<\/p>\n

\u540c\u65f6\uff0c\u4f01\u4e1a\u754c\u5728 AI \u7814\u7a76\u4e0a\u660e\u663e\u9886\u5148\u5b66\u672f\u754c\u3002\u62a5\u544a\u6307\u51fa\uff0c2024 \u5e74\u51e0\u4e4e 90% \u7684\u77e5\u540d AI \u6a21\u578b\u90fd\u662f\u6765\u81ea\u4f01\u4e1a\u754c\uff0c\u76f8\u6bd4\u4e4b\u4e0b 2023 \u5e74\u662f 60%\u3002\u4f46\u5c3d\u7ba1\u6a21\u578b\u7684\u53c2\u6570\u89c4\u6a21\u5728\u6301\u7eed\u6269\u5927\uff0c\u6a21\u578b\u7684\u6027\u80fd\u5dee\u8ddd\u5374\u5728\u7f29\u5c0f\uff1a\u6570\u636e\u663e\u793a\uff0c\u5168\u7403\u6700\u9876\u5c16\u7684 AI \u6a21\u578b\u4e0e\u6392\u540d\u7b2c 10 \u7684\u6a21\u578b\u4e4b\u95f4\u7684\u6027\u80fd\u5dee\u8ddd\u5728\u4e00\u5e74\u5185\u4ece 11.9% \u7f29\u5c0f\u5230\u4e86 5.4%\u3002<\/p>\n

\u6b64\u5916\uff0c\u53bb\u5e74\u7684\u6307\u6570\u62a5\u544a\u91cd\u70b9\u6307\u51fa\u4e86\u95ed\u6e90\u4e0e\u5f00\u6e90LLM\u4e4b\u95f4\u663e\u8457\u7684\u6027\u80fd\u5dee\u8ddd\uff0c\u800c\u5728\u4eca\u5e74\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u88ab\u7f29\u5c0f\u81f31.7%\u3002<\/p>\n

AI Infra \u7a81\u98de\u731b\u8fdb<\/p>\n

\u62a5\u544a\u7edf\u8ba1\u663e\u793a\uff1a\u6bcf\u7f8e\u5143\u7684\u4eba\u5de5\u667a\u80fd\u6027\u80fd\u5df2\u7ecf\u5927\u5e45\u63d0\u9ad8\u3002\u4e00\u4e2a\u76f8\u5f53\u4e8eGPT-3.5\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u63a8\u7406\u6210\u672c\uff0c\u4ece2022\u5e7411\u6708\u7684\u6bcf\u767e\u4e07\u4e2atoken 20.00\u7f8e\u5143\u4e0b\u964d\u52302024\u5e7410\u6708\u7684\u4ec5\u6bcf\u767e\u4e07\u4e2atoken 0.07\u7f8e\u5143\uff08Gemini-1.5-Flash-8B\uff09\uff0c\u5728\u5927\u7ea61.5\u5e74\u7684\u65f6\u95f4\u91cc\u51cf\u5c11\u4e86280\u591a\u500d\u3002<\/p>\n<\/p>\n

Epoch\u4f30\u8ba1\uff0c\u56fa\u5b9a\u6027\u80fd\u7ea7\u522b\u7684\u786c\u4ef6\u6210\u672c\u6bcf\u5e74\u4e0b\u964d30%\uff0c\u8fd9\u4f7f\u5f97\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u53d8\u5f97\u65e5\u76ca\u7ecf\u6d4e\u5b9e\u60e0\u3001\u53ef\u6269\u5c55\uff0c\u5e76\u6709\u52a9\u4e8e\u6a21\u578b\u6539\u8fdb\u3002\u62a5\u544a\u8fd8\u79f0\uff0c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u786c\u4ef6\u7684\u80fd\u6548\u968f\u65f6\u95f4\u63a8\u79fb\u663e\u8457\u63d0\u5347\uff0c\u6bcf\u5e74\u7ea6\u63d0\u9ad840%\u3002<\/p>\n<\/p>\n

\u6839\u636eEpoch AI\u6570\u636e\uff0c2024\u5e74\u4f01\u4e1a\u754c\u8d21\u732e\u4e8655\u4e2a\u77e5\u540dAI\u6a21\u578b\uff0c\u800c\u540c\u5e74\u5b66\u672f\u754c\u672a\u4ea7\u751f\u4efb\u4f55\u77e5\u540d\u6a21\u578b\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4f01\u4e1a\u548c\u5b66\u672f\u5408\u4f5c\u4ea7\u751f\u7684\u6a21\u578b\u6570\u91cf\u6b63\u6301\u7eed\u589e\u957f\u3002\u8fc7\u53bb\u5341\u5e74\u95f4\uff0c\u6e90\u81ea\u4ea7\u4e1a\u754c\u7684\u77e5\u540dAI\u6a21\u578b\u5360\u6bd4\u5448\u7a33\u5b9a\u4e0a\u5347\u8d8b\u52bf\uff0c\u81f32024\u5e74\u5df2\u8fbe\u523090.2%\u3002<\/p>\n<\/p>\n

2024\u5e74\uff0c\u4e3b\u8981\u8d21\u732e\u673a\u6784\u4e3aOpenAI\uff087\u4e2a\u6a21\u578b\uff09\u3001\u8c37\u6b4c\uff086\u4e2a\uff09\u548c\u963f\u91cc\u5df4\u5df4\uff084\u4e2a\uff09\u3002\u81ea2014\u5e74\u4ee5\u6765\uff0c\u8c37\u6b4c\u4ee5186\u4e2a\u77e5\u540d\u6a21\u578b\u4f4d\u5c45\u699c\u9996\uff0c\u5176\u6b21\u662fMeta\uff0882\u4e2a\uff09\u548c\u5fae\u8f6f\uff0839\u4e2a\uff09\u3002\u5728\u5b66\u672f\u673a\u6784\u4e2d\uff0c\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\uff0825\u4e2a\uff09\u3001\u65af\u5766\u798f\u5927\u5b66\uff0825\u4e2a\uff09\u548c\u6e05\u534e\u5927\u5b66\uff0822\u4e2a\uff09\u81ea2014\u5e74\u4ee5\u6765\u7684\u6a21\u578b\u4ea7\u51fa\u91cf\u6700\u4e3a\u7a81\u51fa\u3002<\/p>\n<\/p>\n

\u968f\u7740\u6a21\u578b\u53c2\u6570\u91cf\u7684\u589e\u957f\uff0cAI\u7cfb\u7edf\u7684\u8bad\u7ec3\u6570\u636e\u89c4\u6a21\u4e5f\u540c\u6b65\u6269\u5927\u3002Meta\u4e8e2024\u5e74\u590f\u5b63\u63a8\u51fa\u7684\u65d7\u8230\u5927\u8bed\u8a00\u6a21\u578bLlama 3.3\uff0c\u8bad\u7ec3token\u91cf\u66f4\u662f\u7a81\u783415\u4e07\u4ebf\u5927\u5173\u3002<\/p>\n<\/p>\n

\u636eEpoch AI\u7814\u7a76\u663e\u793a\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u89c4\u6a21\u7ea6\u6bcf8\u4e2a\u6708\u7ffb\u4e00\u756a\u3002\u8fd9\u4e00\u6307\u6570\u7ea7\u589e\u957f\u8d8b\u52bf\u4e0e\u6a21\u578b\u590d\u6742\u5ea6\u7684\u63d0\u5347\u5f62\u6210\u534f\u540c\u6548\u5e94\uff0c\u6301\u7eed\u63a8\u52a8AI\u6027\u80fd\u8fb9\u754c\u6269\u5c55\u3002<\/p>\n

Epoch\u4f30\u8ba1\uff0c\u91cd\u8981AI\u6a21\u578b\u7684\u8bad\u7ec3\u7b97\u529b\u7ea6\u6bcf5\u4e2a\u6708\u7ffb\u500d\u4e00\u6b21\uff0c\u6570\u636e\u96c6\u6bcf8\u4e2a\u6708\u7ffb\u500d\uff0c\u80fd\u8017\u6bcf\u5e74\u589e\u957f\uff0c\u8fd9\u4e00\u8d8b\u52bf\u5728\u8fc7\u53bb\u4e94\u5e74\u5c24\u4e3a\u663e\u8457\u3002<\/p>\n<\/p>\n

OpenAI\u5f53\u524d\u6700\u5148\u8fdb\u7684GPT-4o\u57fa\u7840\u6a21\u578b\uff0c\u5176\u8bad\u7ec3\u7b97\u529b\u9ad8\u8fbe380\u4ebfpetaFLOP\u3002<\/p>\n<\/p>\n

\u8fd9\u79cd\u8d44\u6e90\u95e8\u69db\u4f7f\u5f97\u5b66\u672f\u754c\u96be\u4ee5\u4f01\u53ca\uff0c\u5bfc\u81f4\u4f01\u4e1a\u754c\u6301\u7eed\u4e3b\u5bfcAI\u524d\u6cbf\u7814\u53d1\u3002\u5c3d\u7ba1\u4eca\u5e74\u5dee\u8ddd\u7565\u6709\u6536\u7a84\uff08\u53bb\u5e74AI\u6307\u6570\u62a5\u544a\u9996\u6b21\u6307\u51fa\u8be5\u8d8b\u52bf\uff09\uff0c\u4f46\u8fd9\u4e00\u5206\u5316\u6001\u52bf\u4ecd\u5728\u5ef6\u7eed\u3002<\/p>\n

2024\u5e7412\u6708\u63a8\u51faDeepSeek V3\u6a21\u578b\u5f15\u53d1\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u5176\u6838\u5fc3\u7a81\u7834\u5728\u4e8e\uff1a\u5728\u5b9e\u73b0\u9876\u5c16\u6027\u80fd\u7684\u540c\u65f6\uff0c\u6240\u9700\u8ba1\u7b97\u8d44\u6e90\u663e\u8457\u4f4e\u4e8e\u591a\u6570\u4e3b\u6d41\u5927\u8bed\u8a00\u6a21\u578b\u3002\u4e0b\u56fe\u5bf9\u6bd4\u4e86\u4e2d\u7f8e\u4e24\u56fd\u77e5\u540d\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u7b97\u529b\uff0c\u63ed\u793a\u51fa\u4e00\u4e2a\u5173\u952e\u8d8b\u52bf\uff1a\u7f8e\u56fd\u9876\u7ea7AI\u6a21\u578b\u7684\u7b97\u529b\u9700\u6c42\u666e\u904d\u8fdc\u8d85\u4e2d\u56fd\u540c\u7c7b\u4ea7\u54c1\u3002<\/p>\n<\/p>\n

\u636eEpoch AI\u6570\u636e\u663e\u793a\uff1a<\/p>\n

\u4e2d\u56fd\u5934\u90e8\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u7b97\u529b\u589e\u957f\u81ea2021\u5e74\u5e95\u4fdd\u6301\u7ea63\u500d\/\u5e74\u7684\u589e\u901f<\/p>\n

\u5168\u7403\u5176\u4ed6\u5730\u533a\u81ea2018\u5e74\u4ee5\u6765\u7ef4\u6301\u77405\u500d\/\u5e74\u7684\u589e\u901f\u6c34\u5e73<\/p>\n

\u8fd9\u4e00\u5dee\u8ddd\u6298\u5c04\u51fa\u4e24\u56fd\u5728AI\u7814\u53d1\u8def\u5f84\u4e0a\u7684\u5dee\u5f02\u5316\u9009\u62e9\uff1a\u4e2d\u56fd\u56e2\u961f\u66f4\u6ce8\u91cd\u7b97\u6cd5\u6548\u7387\u4f18\u5316\uff0c\u800c\u56fd\u9645\u540c\u884c\u5219\u503e\u5411\u4e8e\u901a\u8fc7\u7b97\u529b\u5806\u780c\u63a8\u52a8\u6027\u80fd\u7a81\u7834\u3002\u4e0d\u8fc7\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cDeepSeek V3\u7684\u6210\u529f\u6848\u4f8b\u8868\u660e\uff0c\u8ba1\u7b97\u6548\u7387\u7684\u63d0\u5347\u53ef\u80fd\u6210\u4e3a\u672a\u6765AI\u7ade\u8d5b\u7684\u65b0\u8d5b\u9053\u3002<\/p>\n

\u4f46\u662f\uff0cAI\u6307\u6570\u7684\u6570\u636e\u4e5f\u9a8c\u8bc1\u4e86\u8fd1\u5e74\u6765\u7684\u884c\u4e1a\u731c\u6d4b\uff1a\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u6b63\u5448\u73b0\u663e\u8457\u4e0a\u5347\u8d8b\u52bf\u3002<\/p>\n

2024\u5e74\uff0c\u5c11\u6570\u53ef\u4f30\u7b97\u6a21\u578b\u4e4b\u4e00Llama 3.1-405B\uff0c\u8bad\u7ec3\u6210\u672c\u9ad8\u8fbe1.7\u4ebf\u7f8e\u5143\u3002\u8bad\u7ec3\u6210\u672c\u7684\u9ad8\u5347\u4e3b\u8981\u4e3a\u4ee5\u4e0b\u4e09\u70b9\u56e0\u7d20\uff1a<\/p>\n

\u7ade\u4e89\u52a0\u5267\u5bfc\u81f4\u4f01\u4e1a\u51cf\u5c11\u8bad\u7ec3\u8fc7\u7a0b\u62ab\u9732\uff0c\u6210\u672c\u4f30\u7b97\u96be\u5ea6\u589e\u52a0<\/p>\n

\u8bad\u7ec3\u6210\u672c\u4e0e\u8ba1\u7b97\u9700\u6c42\u5448\u76f4\u63a5\u6b63\u76f8\u5173<\/p>\n

\u8ba1\u7b97\u9700\u6c42\u8d8a\u5927\u7684\u6a21\u578b\uff0c\u5176\u8bad\u7ec3\u6210\u672c\u5448\u51e0\u4f55\u7ea7\u6570\u589e\u957f<\/p>\n<\/p>\n

\u5404\u4e2a\u5927\u6a21\u578b\u6027\u80fd\u5dee\u8ddd\u7f29\u5c0f<\/p>\n

2024\u5e741\u6708\u521d\uff0c\u9886\u5148\u7684\u95ed\u6e90\u6a21\u578b\u6027\u80fd\u8d85\u51fa\u9876\u7ea7\u5f00\u6e90\u6a21\u578b8.0%\u3002\u81f32025\u5e742\u6708\uff0c\u8fd9\u4e00\u5dee\u8ddd\u5df2\u7f29\u5c0f\u81f31.7%\u3002<\/p>\n<\/p>\n

\u8fd9\u4e00\u5feb\u901f\u8fdb\u6b65\u4e3b\u8981\u5f97\u76ca\u4e8eMeta\u5728\u590f\u5b63\u53d1\u5e03\u7684Llama 3.1\uff0c\u4ee5\u53ca\u968f\u540e\u63a8\u51fa\u7684\u5176\u4ed6\u9ad8\u6027\u80fd\u5f00\u6e90\u6a21\u578b\uff0c\u5982DeepSeek\u7684V3\u7248\u672c\u3002<\/p>\n

\u4e0b\u56fe\u5c55\u793a\u4e86\u622a\u81f32025\u5e741\u6708Chatbot Arena\u6392\u884c\u699c\u524d\u5341\u540d\u6a21\u578b\u7684\u6982\u51b5\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c2023\u5e74\u699c\u9996\u6a21\u578b\u4e0e\u7b2c\u5341\u540d\u6a21\u578b\u7684Elo\u6280\u80fd\u8bc4\u5206\u5dee\u8ddd\u4e3a11.9%\u3002\u800c\u52302025\u5e74\uff0c\u8fd9\u4e00\u5dee\u8ddd\u5df2\u7f29\u5c0f\u81f3\u4ec55.4%\u3002<\/p>\n<\/p>\n

\u5c3d\u7ba1\u601d\u7ef4\u94fe\u7b49\u63a8\u7406\u673a\u5236\u7684\u5f15\u5165\u663e\u8457\u63d0\u5347\u4e86\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u6027\u80fd\u8868\u73b0\uff0c\u4f46\u8fd9\u7c7b\u7cfb\u7edf\u4ecd\u5b58\u5728\u4ee5\u4e0b\u5173\u952e\u5c40\u9650\uff1a<\/p>\n

\u53ef\u9760\u6027\u7f3a\u9677<\/p>\n

\u65e0\u6cd5\u7a33\u5b9a\u89e3\u51b3\u53ef\u901a\u8fc7\u903b\u8f91\u63a8\u7406\u9a8c\u8bc1\u6b63\u786e\u6027\u7684\u95ee\u9898\uff08\u5982\u7b97\u672f\u8fd0\u7b97\u3001\u4efb\u52a1\u89c4\u5212\u7b49\uff09<\/p>\n

\u9762\u5bf9\u8d85\u51fa\u8bad\u7ec3\u6570\u636e\u89c4\u6a21\u7684\u5b9e\u4f8b\u65f6\u8868\u73b0\u5c24\u4e3a\u4e0d\u4f73<\/p>\n

\u5e94\u7528\u5236\u7ea6<\/p>\n

\u4e25\u91cd\u5f71\u54cd\u7cfb\u7edf\u7684\u53ef\u4fe1\u5ea6\u8bc4\u4f30<\/p>\n

\u9650\u5236\u5176\u5728\u9ad8\u98ce\u9669\u573a\u666f\uff08\u5982\u91d1\u878d\u51b3\u7b56\u3001\u533b\u7597\u8bca\u65ad\u7b49\uff09\u7684\u5e94\u7528\u53ef\u884c\u6027<\/p>\n<\/p>\n

OpenAI\u53d1\u5e03\u7684o1\u6a21\u578b\u5728PlanBench\u6d4b\u8bd5\u4e2d\uff0c\u5bf9\u4e8e\u9700\u8981\u81f3\u5c1120\u6b65\u89e3\u51b3\u7684\u590d\u6742\u5b9e\u4f8b\uff0co1\u4ec5\u80fd\u5b8c\u621023.6%\u3002<\/p>\n<\/p>\n

\u89c4\u5212\u672c\u8d28\u4e0a\u662f\u7ec4\u5408\u4f18\u5316\u95ee\u9898\uff0c\u89e3\u51b3\u957f\u5e8f\u5217\u95ee\u9898\u6240\u9700\u65f6\u95f4\u5fc5\u7136\u8d85\u8fc7\u7ebf\u6027\u589e\u957f\u3002\u8fd9\u4e00\u7279\u6027\u89e3\u91ca\u4e86\u5f53\u524d\u6a21\u578b\u5728\u590d\u6742\u89c4\u5212\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u5c40\u9650\u3002<\/p>\n

\u65e9\u671f\u6a21\u578b\u867d\u5c55\u73b0\u6f5c\u529b\uff0c\u5374\u5b58\u5728\u660e\u663e\u7f3a\u9677\uff1a\u753b\u8d28\u4f4e\u4e0b\u3001\u7f3a\u4e4f\u97f3\u9891\u652f\u6301\u3001\u89c6\u9891\u65f6\u957f\u8fc7\u77ed\u7b49\uff08\u901a\u5e38\u4ec5\u80fd\u751f\u62102-4\u79d2\u7247\u6bb5\uff09\u30022024\u5e74\uff0c\u8fd9\u4e00\u9886\u57df\u8fce\u6765\u91cd\u5927\u7a81\u7834\u2014\u2014\u591a\u5bb6\u79d1\u6280\u5de8\u5934\u76f8\u7ee7\u53d1\u5e03\u65b0\u4e00\u4ee3\u89c6\u9891\u751f\u6210\u7cfb\u7edf\u3002\u5177\u4f53\u7a81\u7834\u70b9\u5982\u4e0b\uff1a<\/p>\n

\u89c6\u9891\u65f6\u957f\u4ece\u79d2\u7ea7\u7a81\u7834\u81f320\u79d2\u7ea7<\/p>\n

\u5206\u8fa8\u7387\u5b9e\u73b0\u9ad8\u6e05(HD)\u6807\u51c6<\/p>\n

\u751f\u6210\u5185\u5bb9\u4ece2D\u62d3\u5c55\u81f33D\u9886\u57df<\/p>\n

\u6807\u5fd7\u7740\u6587\u672c-\u89c6\u9891\u751f\u6210\u6280\u672f\u8fdb\u5165\u5b9e\u7528\u5316\u9636\u6bb5<\/p>\n<\/p>\n

2024\u5e74\u6210\u4e3a\u4eba\u5f62\u673a\u5668\u4eba\u53d1\u5c55\u7684\u5173\u952e\u8f6c\u6298\u70b9\uff0c\u5177\u6709\u7c7b\u4eba\u5f62\u6001\u548c\u529f\u80fd\u4eff\u751f\u7684\u673a\u5668\u4eba\u5b9e\u73b0\u591a\u9879\u7a81\u7834\u3002\u4ee5Figure AI\u4e3a\u4ee3\u8868\u7684\u521b\u65b0\u4f01\u4e1a\u63a8\u51fa\u65b0\u4e00\u4ee3\u901a\u7528\u4eba\u5f62\u673a\u5668\u4ebaFigure 02\uff0c\u5176\u6280\u672f\u7279\u5f81\u5305\u62ec\u590d\u6742\u4efb\u52a1\u6267\u884c\u3001\u5b9e\u73b0\u667a\u80fd\u4ea4\u4e92\u3001\u652f\u6301”\u8bed\u97f3-\u63a8\u7406-\u8bed\u97f3”\u95ed\u73af\u3002<\/p>\n<\/p>\n

\u9664AutoRT\u7cfb\u7edf\u5916\uff0cDeepMind\u540c\u671f\u53d1\u5e03\u4e86ALOHA\uff08\u9ad8\u7ea7\u6d3b\u52a8\u81ea\u4e3b\u5b66\u4e60\u7cfb\u7edf\uff09\u548cDemoStart\u4e24\u5927\u521b\u65b0\u5e73\u53f0\u3002\u5176\u4e2dALOHA Unleashed\u7248\u672c\u5728\u673a\u5668\u4eba\u7cbe\u7ec6\u64cd\u4f5c\u9886\u57df\u5b9e\u73b0\u4e86\u91cd\u5927\u7a81\u7834\uff0c\u9996\u6b21\u5b9e\u73b0\u7c7b\u4eba\u7ea7\u7cbe\u7ec6\u52a8\u4f5c\u63a7\u5236\uff0c\u5e76\u8bc1\u660e\u4e86\u5927\u6a21\u578b+\u6a21\u4eff\u5b66\u4e60\u7684\u5de5\u7a0b\u53ef\u884c\u6027\u3002<\/p>\n<\/p>\n

\u5927\u6a21\u578b\u6295\u8d44\u89c4\u6a21\u589e\u957f<\/p>\n

2024\u5e74AI\u603b\u6295\u8d44\u989d\u589e\u81f32523\u4ebf\u7f8e\u5143\uff0c\u8f832023\u5e74\u589e\u957f25.5%\u3002\u8fc7\u53bb\u5341\u5e74\u95f4\uff0c\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u6295\u8d44\u89c4\u6a21\u589e\u957f\u4e86\u8fd113\u500d\u3002<\/p>\n

\u4e0b\u56fe\u5c55\u793a\u4e862013\u5e74\u81f32024\u5e74\u5168\u7403\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u6295\u8d44\u7684\u8d8b\u52bf\uff0c\u6db5\u76d6\u5e76\u8d2d\u3001\u5c11\u6570\u80a1\u6743\u3001\u79c1\u52df\u6295\u8d44\u548c\u516c\u5f00\u52df\u80a1\u3002<\/p>\n<\/p>\n

2023\u81f32024\u5e74\u95f4\uff0c\u5168\u7403AI\u9886\u57df\u79c1\u52df\u6295\u8d44\u589e\u957f44.5%\uff0c\u8fd9\u662f\u81ea2021\u5e74\u4ee5\u6765\u9996\u6b21\u5b9e\u73b0\u540c\u6bd4\u589e\u957f\u3002<\/p>\n<\/p>\n

2024\u5e74\u751f\u6210\u5f0fAI\u9886\u57df\u5171\u5438\u5f15339\u4ebf\u7f8e\u5143\u6295\u8d44\uff0c\u8f832023\u5e74\u589e\u957f18.7%\uff0c\u8fbe\u52302022\u5e74\u6295\u8d44\u89c4\u6a21\u76848.5\u500d\u4ee5\u4e0a\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c2024\u5e74\u751f\u6210\u5f0fAI\u6295\u8d44\u5360\u5168\u90e8AI\u76f8\u5173\u79c1\u52df\u6295\u8d44\u603b\u989d\u7684\u6bd4\u91cd\u5df2\u8d85\u8fc7\u4e94\u5206\u4e4b\u4e00\u3002<\/p>\n<\/p>\n

2024\u5e74\u83b7\u5f97\u878d\u8d44\u7684AI\u4f01\u4e1a\u6570\u91cf\u8dc3\u5347\u81f32049\u5bb6\uff0c\u8f83\u4e0a\u5e74\u589e\u957f8.4%\u3002\u5176\u4e2d\uff0c\u751f\u6210\u5f0fAI\u9886\u57df\u7684\u65b0\u83b7\u6295\u4f01\u4e1a\u6570\u91cf\u663e\u8457\u589e\u52a0\u2014\u2014\u5168\u5e74\u5171\u6709214\u5bb6\u521d\u521b\u4f01\u4e1a\u83b7\u5f97\u878d\u8d44\uff0c\u8f832023\u5e74\u7684179\u5bb6\u548c2019\u5e74\u768431\u5bb6\u5b9e\u73b0\u5927\u5e45\u63d0\u5347\u3002<\/p>\n<\/p>\n

2024\u5e74\u6570\u636e\u663e\u793a\uff0c\u7f8e\u56fd\u4ee51091\u4ebf\u7f8e\u5143\u6295\u8d44\u989d\u9ad8\u5c45\u699c\u9996\uff0c\u4e2d\u56fd\uff0893\u4ebf\u7f8e\u5143\uff09\u4f4d\u5217\u7b2c\u4e8c\uff0c\u4ec5\u4e3a\u7f8e\u56fd\u6295\u8d44\u989d\u76848.5%\uff0c\u82f1\u56fd\uff0845\u4ebf\u7f8e\u5143\uff09\u4f4d\u5217\u7b2c\u4e09\uff0c\u6295\u8d44\u89c4\u6a21\u76f8\u5f53\u4e8e\u7f8e\u56fd\u76844.1%\u3002<\/p>\n<\/p>\n

2024\u5e74\u6295\u8d44\u6700\u96c6\u4e2d\u7684\u4e09\u5927\u9886\u57df\u5206\u522b\u662f\uff1a<\/p>\n

AI\u57fa\u7840\u8bbe\u65bd\/\u7814\u7a76\/\u6cbb\u7406\uff08373\u4ebf\u7f8e\u5143\uff09<\/p>\n

\u6570\u636e\u7ba1\u7406\u4e0e\u5904\u7406\uff08166\u4ebf\u7f8e\u5143\uff09<\/p>\n

\u533b\u7597\u5065\u5eb7\uff08110\u4ebf\u7f8e\u5143\uff09<\/p>\n

\u5176\u4e2d\uff0cAI\u57fa\u7840\u8bbe\u65bd\u3001\u7814\u7a76\u548c\u6cbb\u7406\u9886\u57df\u7684\u7a81\u51fa\u8868\u73b0\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8eOpenAI\u3001Anthropic\u548cxAI\u7b49\u4e13\u6ce8AI\u5e94\u7528\u5f00\u53d1\u7684\u5934\u90e8\u4f01\u4e1a\u83b7\u5f97\u7684\u5927\u989d\u6295\u8d44\u3002<\/p>\n<\/p>\n

\u9ea6\u80af\u9521\u6700\u65b0\u62a5\u544a\u663e\u793a\uff1a<\/p>\n

\u6574\u4f53AI\u5e94\u7528\u7387\u4ece2023\u5e74\u768455%\u8dc3\u5347\u81f378%\uff0c78%\u53d7\u8bbf\u4f01\u4e1a\u8868\u793a\u5df2\u5728\u81f3\u5c11\u4e00\u4e2a\u4e1a\u52a1\u804c\u80fd\u4e2d\u5e94\u7528AI\u6280\u672f\u3002<\/p>\n

\u751f\u6210\u5f0fAI\u5e94\u7528\u5448\u73b0\u7206\u53d1\u5f0f\u589e\u957f\uff1a2024\u5e74\u5e94\u7528\u7387\u8fbe71%\uff0c\u8f83\u53bb\u5e74\uff0833%\uff09\u589e\u957f\u8d85\u4e00\u500d\u3002\u8be5\u6280\u672f\u4f5c\u4e3a\u53bb\u5e74\u65b0\u589e\u8c03\u67e5\u9879\u76ee\uff0c\u9996\u6b21\u7eb3\u5165\u7edf\u8ba1\u8303\u56f4\u3002<\/p>\n<\/p>\n

\u4f01\u4e1a\u5e94\u7528AI\u5df2\u5b9e\u73b0\u964d\u672c\u589e\u6536\u53cc\u91cd\u6548\u76ca\uff0c\u6210\u672c\u8282\u7ea6\u6700\u663e\u8457\u9886\u57df\u4e3a\uff1a\u670d\u52a1\u8fd0\u8425\uff0849%\u53d7\u8bbf\u4f01\u4e1a\u62a5\u544a\u6210\u6548\uff09\uff0c\u4f9b\u5e94\u94fe\u4e0e\u5e93\u5b58\u7ba1\u7406\uff0843%\uff09\uff0c\u8f6f\u4ef6\u5de5\u7a0b\uff0841%\uff09\u3002<\/p>\n<\/p>\n

\u6700\u65b0\u7684\u5fae\u8f6f\u804c\u573a\u7814\u7a76\u8868\u660e\uff1a\u5e38\u89c4\u529e\u516c\u4efb\u52a1\u4e2d\uff0c\u6587\u6863\u7f16\u8f91\u6548\u7387\u63d0\u534710-13%\uff0c\u90ae\u4ef6\u5904\u7406\u65f6\u95f4\u7f29\u77ed11%\u3002\u4e13\u4e1a\u5c97\u4f4d\u63d0\u5347\u66f4\u663e\u8457\u2014\u2014\u5b89\u5168\u5206\u6790\u5e08\u4efb\u52a1\u5b8c\u6210\u901f\u5ea6\u52a0\u5feb23%\uff0c\u51c6\u786e\u7387\u63d0\u9ad87%\u3002<\/p>\n

\u9500\u552e\u56e2\u961f\u54cd\u5e94\u901f\u5ea6\u63d0\u534739%\uff0c\u540c\u65f6\u8f6c\u5316\u7387\u63d0\u9ad825%\u3002<\/p>\n

\u5728\u79d1\u7814\u9886\u57df\uff0c\u6750\u6599\u53d1\u73b0\u901f\u7387\u63d0\u534744.1%\uff0c\u4e13\u5229\u7533\u8bf7\u6570\u91cf\u589e\u957f39.4%\uff0c\u4ea7\u54c1\u539f\u578b\u4ea7\u51fa\u589e\u52a017.2%\u3002<\/p>\n

\u8fd9\u4e9b\u6570\u636e\u5370\u8bc1\u4e86AI\u5728\u63d0\u5347\u5de5\u4f5c\u8d28\u91cf\u548c\u6548\u7387\u65b9\u9762\u7684\u53cc\u91cd\u4ef7\u503c\u3002<\/p>\n<\/p>\n

AI For Science \u4f9d\u7136\u5b58\u5728\u6781\u9ad8\u5929\u82b1\u677f<\/p>\n

2024\u5e74\uff0cAI\u9a71\u52a8\u7684\u7814\u7a76\u65a9\u83b7\u6700\u9ad8\u8363\u8a89\u2014\u2014\u4e24\u9879\u8bfa\u8d1d\u5c14\u5956\u6388\u4e88\u4e86\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u7a81\u7834\u6027\u6210\u5c31\u3002<\/p>\n

Google DeepMind\u7684Demis Hassabis\u4e0eJohn Jumper\u51ed\u501fAlphaFold\u5728\u86cb\u767d\u8d28\u6298\u53e0\u9886\u57df\u7684\u5f00\u521b\u6027\u5de5\u4f5c\u83b7\u5956\u3002\u6700\u65b0\u7684AlphaFold 3\u5df2\u7a81\u7834\u5355\u4e00\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\uff0c\u5b9e\u73b0\u4e86\u5bf9\u86cb\u767d\u8d28\u4e0e\u5173\u952e\u751f\u7269\u5206\u5b50\uff08DNA\u3001RNA\u3001\u914d\u4f53\u3001\u6297\u4f53\uff09\u76f8\u4e92\u4f5c\u7528\u7684\u7cbe\u51c6\u5efa\u6a21\u3002<\/p>\n<\/p>\n

John Hopfield\u4e0eGeoffrey Hinton\u56e0\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u7840\u6027\u8d21\u732e\u83b7\u7269\u7406\u5956\u3002<\/p>\n<\/p>\n

AI \u52a9\u529b\u533b\u5b66\u3001\u751f\u7269\u5b66\u7814\u7a76\u3002\u7814\u7a76\u4eba\u5458\u91c7\u7528\u5b9a\u5411\u8fdb\u5316\u65b9\u6cd5\uff0c\u8bc1\u660e\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u751f\u6210\u5728\u5408\u6210\u548c\u5b9e\u9a8c\u9002\u5e94\u5ea6\u666f\u89c2\u4e2d\u5747\u4f18\u4e8e\u4f20\u7edf\u7b97\u6cd5\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u3002<\/p>\n<\/p>\n

\u751f\u6210\u5f0fAI\u6a21\u578bProGen\u901a\u8fc7\u8bbe\u8ba1\u529f\u80fd\u6027\u86cb\u767d\u8d28\u5e8f\u5217\uff0c\u51f8\u663e\u4e86AI\u8f85\u52a9\u86cb\u767d\u8d28\u5de5\u7a0b\u7684\u6f5c\u529b\u3002\u540c\u6837\uff0c\u57fa\u4e8eTransformer\u7684ProtT5\u7b49\u6a21\u578b\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u76f4\u63a5\u4ece\u5e8f\u5217\u6570\u636e\u9884\u6d4b\u86cb\u767d\u8d28\u529f\u80fd\u4e0e\u76f8\u4e92\u4f5c\u7528\uff0c\u63a8\u52a8\u4e86\u8ba1\u7b97\u751f\u7269\u5b66\u53d1\u5c55\u3002<\/p>\n<\/p>\n

\u516c\u5171\u6570\u636e\u5e93\u7684\u6269\u5c55\u5bf9AI\u5728\u86cb\u767d\u8d28\u79d1\u5b66\u4e2d\u7684\u5e94\u7528\u81f3\u5173\u91cd\u8981\uff0c\u9ad8\u8d28\u91cf\u7684\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4f7fAI\u6a21\u578b\u80fd\u57fa\u4e8e\u591a\u6837\u5316\u7684\u751f\u7269\u5e8f\u5217\u8fdb\u884c\u8bad\u7ec3\uff0c\u589e\u5f3a\u9884\u6d4b\u80fd\u529b\u30022019\u5e74\u81f3\u4eca\u5404\u516c\u5171\u86cb\u767d\u8d28\u79d1\u5b66\u6570\u636e\u5e93\u7684\u6761\u76ee\u6570\u91cf\u6301\u7eed\u589e\u957f\u3002\u7136\u800c\uff0c\u4fdd\u969c\u6570\u636e\u8d28\u91cf\u4e0e\u907f\u514d\u6a21\u578b\u504f\u5dee\u4ecd\u662f\u6301\u7eed\u6311\u6218\u3002<\/p>\n<\/p>\n

\u56fe\u50cf\u4e0e\u591a\u6a21\u6001AI\u4e5f\u5728\u63a8\u52a8\u79d1\u5b66\u53d1\u73b0\u3002\u51b7\u51bb\u7535\u955c\u3001\u9ad8\u901a\u91cf\u8367\u5149\u663e\u5fae\u955c\u4e0e\u5168\u73bb\u7247\u6210\u50cf\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u4f7f\u79d1\u5b66\u5bb6\u80fd\u9ad8\u7cbe\u5ea6\u89e3\u6790\u539f\u5b50\u3001\u4e9a\u7ec6\u80de\u53ca\u7ec4\u7ec7\u5c42\u9762\u7684\u7ed3\u6784\uff0c\u63ed\u793a\u590d\u6742\u751f\u7269\u8fc7\u7a0b\u7684\u65b0\u673a\u5236\u3002<\/p>\n

\u968f\u7740\u9ad8\u901a\u91cf\u663e\u5fae\u955c\u6280\u672f\u7684\u5174\u8d77\uff0c\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\u53ca\u65b0\u5174\u7684\u89c6\u89c9-\u7ec4\u5b66\u57fa\u7840\u6a21\u578b\u6210\u4e3a\u7814\u7a76\u70ed\u70b9\u3002\u663e\u5fae\u955c\u57fa\u7840\u6a21\u578b\u6570\u91cf\u968f\u6280\u672f\u53d1\u5c55\u6301\u7eed\u589e\u52a0\uff1a2024\u5e74\u5149\u5b66\u663e\u5fae\u955c\u6a21\u578b\u4ece4\u4e2a\u7ffb\u500d\u81f38\u4e2a\u3002<\/p>\n<\/p>\n

2024\u5e74\u751f\u7269\u79d1\u5b66\u4e2dAI\u9a71\u52a8\u7684\u86cb\u767d\u8d28\u7814\u7a76\u4e2d\uff0c\u529f\u80fd\u9884\u6d4b\uff088.4%\uff09\u5c45\u9996\uff0c\u5176\u6b21\u662f\u7ed3\u6784\u9884\u6d4b\uff087.6%\uff09\u548c\u86cb\u767d\u8d28-\u836f\u7269\u76f8\u4e92\u4f5c\u7528\uff083.0%\uff09\u3002<\/p>\n<\/p>\n

\u9762\u5411\u751f\u7269\u4efb\u52a1\u7684LLM\u667a\u80fd\u4f53\u5f00\u53d1\u70ed\u60c5\u63d0\u9ad8\u3002<\/p>\n

\u968f\u7740AI\u7cfb\u7edf\u5728\u79d1\u5b66\u9886\u57df\uff08\u5c24\u5176\u662f\u751f\u7269\u5b66\uff09\u7684\u5e94\u7528\u4ef7\u503c\u65e5\u76ca\u51f8\u663e\uff0c\u5982\u4f55\u8bbe\u8ba1\u80fd\u591f\u8c03\u7528\u5de5\u5177\u89e3\u51b3\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u8bed\u8a00\u6a21\u578b\u6210\u4e3a\u5173\u952e\u6311\u6218\u3002Aviary\u4e3a\u6b64\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7ed3\u6784\u5316\u6846\u67b6\uff0c\u4e13\u95e8\u8bad\u7ec3\u8bed\u8a00\u667a\u80fd\u4f53\u5e94\u5bf9\u4e09\u5927\u9ad8\u96be\u5ea6\u79d1\u5b66\u4efb\u52a1\uff1a<\/p>\n

DNA\u64cd\u4f5c\uff08\u7528\u4e8e\u5206\u5b50\u514b\u9686\uff09<\/p>\n

\u79d1\u7814\u95ee\u9898\u89e3\u7b54\uff08\u901a\u8fc7\u68c0\u7d22\u79d1\u5b66\u6587\u732e\uff09<\/p>\n

\u86cb\u767d\u8d28\u7a33\u5b9a\u6027\u5de5\u7a0b<\/p>\n<\/p>\n

\u5728Aviary\u73af\u5883\u4e2d\uff0c\u57fa\u7ebf\u6a21\u578bClaude 3.5 Sonnet\u56e0\u65e0\u6cd5\u8bbf\u95ee\u5916\u90e8\u5de5\u5177\u800c\u8868\u73b0\u53d7\u9650\uff0c\u800c\u96c6\u6210\u5230Aviary\u667a\u80fd\u4f53\u6846\u67b6\u4e2d\u7684\u6a21\u578b\u5728\u51e0\u4e4e\u6240\u6709\u4efb\u52a1\u4e2d\u5747\u663e\u8457\u4f18\u4e8e\u57fa\u7ebf\u3002<\/p>\n

\u8be5\u7814\u7a76\u63ed\u793a\u4e86\u4e24\u5927\u5173\u952e\u7ed3\u8bba\uff1a<\/p>\n

\u5c3d\u7ba1\u901a\u7528LLMs\u5728\u591a\u6570\u79d1\u5b66\u4efb\u52a1\u4e2d\u8868\u73b0\u826f\u597d\uff0c\u4f46\u7ed3\u5408\u9886\u57df\u4e13\u5bb6\u77e5\u8bc6\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u53ef\u8fdb\u4e00\u6b65\u63d0\u5347\u6027\u80fd\uff1b<\/p>\n

\u52a0\u901fAI\u9a71\u52a8\u7684\u79d1\u7814\u521b\u65b0\u4e0d\u4ec5\u4f9d\u8d56\u6a21\u578b\u89c4\u6a21\uff0c\u66f4\u9700\u901a\u8fc7\u5916\u90e8\u5de5\u5177\u4ea4\u4e92\u5b9e\u73b0\u80fd\u529b\u62d3\u5c55\u2014\u2014\u8fd9\u79cd\u300c\u667a\u80fd\u4f53\u5316AI\u300d\u6b63\u6210\u4e3a\u65b0\u8303\u5f0f\u3002<\/p>\n

\u5bf9\u4e8e\u6a21\u578b\u6240\u9700token\u91cf\uff0c\u4e34\u5e8aLLM GatorTron\uff08820\u4ebftoken\uff09\u8fdc\u5c11\u4e8eLlama 3\uff0815\u4e07\u4ebftoken\uff09\uff0c\u5f71\u50cf\u6a21\u578bRadImageNet\uff081,600\u4e07\u56fe\u50cf\u7b49\u6548token\uff09\u4ec5\u4e3aDALL-E\uff0860\u4ebf\uff09\u76841\/375\u3002<\/p>\n<\/p>\n

\u6b64\u5916\uff0c\u4e34\u5e8a\u573a\u666fAI\u5e94\u7528\u6f5c\u529b\u5de8\u5927\u3002\u5fae\u8f6f\u4e0eOpenAI\u56e2\u961f\u8fd1\u671f\u6d4b\u8bd5\u7684o1\u6a21\u578b\u4ee596.0%\u7684\u51c6\u786e\u7387\u521b\u4e0b\u65b0\u7eaa\u5f55\uff08\u8f832023\u5e74\u63d0\u53475.8\u4e2a\u767e\u5206\u70b9\uff09\u3002<\/p>\n<\/p>\n

LLM\u4e34\u5e8a\u77e5\u8bc6\u80fd\u529b\u6301\u7eed\u63d0\u5347\uff08\u5c24\u5176\u662f\u914d\u5907\u5b9e\u65f6\u63a8\u7406\u7684o1\uff09\uff0c\u4f46\u5e7b\u89c9\u4e0e\u591a\u8bed\u8a00\u6027\u80fd\u4e0d\u4e00\u81f4\u95ee\u9898\u4ecd\u5b58\u3002<\/p>\n<\/p>\n

\u5728\u8bca\u65ad\u63a8\u7406\u65b9\u9762\uff0c\u4f7f\u7528GPT-4\u8f85\u52a9\u7684\u533b\u5e08\u8bca\u65ad\u51c6\u786e\u7387\uff0876%\uff09\u4ec5\u7565\u9ad8\u4e8e\u4f20\u7edf\u5de5\u5177\u7ec4\uff0874%\uff09\uff1b\u4f46GPT-4\u72ec\u7acb\u8bca\u65ad\u51c6\u786e\u7387\u8fbe92%\uff0c\u8f83\u65e0AI\u8f85\u52a9\u533b\u5e08\u63d0\u534716\u4e2a\u767e\u5206\u70b9\uff08\u56fe5.4.6\uff09\u3002\u5c3d\u7ba1AI\u72ec\u7acb\u8868\u73b0\u4f18\u5f02\uff0c\u8bca\u65ad\u65f6\u95f4\u672a\u663e\u8457\u7f29\u77ed\u3002\u540e\u7eed\u9700\u901a\u8fc7\u91cd\u6784\u5de5\u4f5c\u6d41\u3001\u7528\u6237\u57f9\u8bad\u4e0e\u754c\u9762\u8bbe\u8ba1\uff0c\u624d\u80fd\u5c06\u5b64\u7acb\u6a21\u578b\u4f18\u52bf\u8f6c\u5316\u4e3a\u4e34\u5e8a\u534f\u540c\u6548\u80fd\u3002<\/p>\n<\/p>\n

\u5728\u8fc7\u53bb\u7684\u4e94\u5e74\u4e2d\uff0c\u5bf9\u533b\u5b66\u4eba\u5de5\u667a\u80fd\u4f26\u7406\u95ee\u9898\u7684\u5173\u6ce8\u9010\u5e74\u589e\u52a0\u3002\u4ece2020\u5e74\u52302024\u5e74\uff0c\u4e0e\u4f26\u7406\u548c\u533b\u5b66\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u7684\u51fa\u7248\u7269\u6570\u91cf\u589e\u52a0\u4e86\u56db\u500d\u3002<\/p>\n<\/p>\n

\u516c\u4f17\u5bf9 AI \u65f6\u4ee3\u66f4\u4e50\u89c2<\/p>\n

2024\u5e74\uff0c67%\u7684\u53d7\u8bbf\u8005\u8868\u793a\u201c\u5bf9AI\u662f\u4ec0\u4e48\u6709\u826f\u597d\u7406\u89e3\u201d\uff0c66%\u8ba4\u4e3a\u201cAI\u5c06\u5728\u4e0d\u4e45\u7684\u5c06\u6765\u6df1\u523b\u6539\u53d8\u4ed6\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u201d\u3002<\/p>\n

\u8ba4\u4e3aAI\u9a71\u52a8\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u201c\u5229\u5927\u4e8e\u5f0a\u201d\u7684\u5168\u7403\u4eba\u53e3\u6bd4\u4f8b\u7565\u6709\u4e0a\u5347\uff0c\u4ece2022\u5e74\u768452%\u589e\u81f32024\u5e74\u768455%\u3002<\/p>\n

\u5173\u4e8eAI\u4ea7\u54c1\u548c\u670d\u52a1\u7684\u8c03\u67e5\u4e2d\uff0c\u5e73\u5747\u800c\u8a00\uff0c\u4e2d\u56fd\u53d7\u8bbf\u8005\u5bf9AI\u7684\u8ba4\u77e5\u5ea6\u3001\u4fe1\u4efb\u5ea6\u548c\u70ed\u60c5\u6700\u6700\u9ad8\u300280%\u7684\u53d7\u8bbf\u8005\u8868\u793a\u201c\u8fd9\u4e9b\u4ea7\u54c1\u548c\u670d\u52a1\u8ba9\u4ed6\u4eec\u611f\u5230\u5174\u594b\u201d\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4ec558%\u7684\u7f8e\u56fd\u53d7\u8bbf\u8005\u8ba4\u4e3a\u201cAI\u5c06\u5728\u672a\u67653-5\u5e74\u6df1\u523b\u6539\u53d8\u751f\u6d3b\u201d\u3002<\/p>\n

\u8fc7\u53bb\u4e00\u5e74\u4e2d\uff0c\u201c\u4fe1\u4efb\u4f7f\u7528AI\u7684\u4f01\u4e1a\u4f1a\u4fdd\u62a4\u4e2a\u4eba\u6570\u636e\u201d\u7684\u53d7\u8bbf\u8005\u6bd4\u4f8b\u4e0b\u964d\u4e863\u4e2a\u767e\u5206\u70b9\uff0c\u201c\u4fe1\u4efbAI\u4e0d\u4f1a\u6b67\u89c6\u6216\u5bf9\u4efb\u4f55\u7fa4\u4f53\u4ea7\u751f\u504f\u89c1\u201d\u7684\u6bd4\u4f8b\u4e0b\u964d\u4e862\u4e2a\u767e\u5206\u70b9\u3002<\/p>\n<\/p>\n

\u4e0d\u8fc7\u8206\u8bba\u4e5f\u5b58\u5728\u663e\u8457\u7684\u5730\u533a\u5dee\u5f02\u3002<\/p>\n

\u4e9a\u6d32\u548c\u62c9\u4e01\u7f8e\u6d32\u7684\u53d7\u8bbf\u8005\u66f4\u503e\u5411\u4e8e\u8ba4\u4e3aAI\u5229\u5927\u4e8e\u5f0a\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6b27\u6d32\u548c\u82f1\u8bed\u56fd\u5bb6\u7684\u53d7\u8bbf\u8005\u66f4\u4e3a\u6000\u7591\u3002\u4ec546%\u7684\u82f1\u56fd\u53d7\u8bbf\u8005\u548c39%\u7684\u7f8e\u56fd\u53d7\u8bbf\u8005\u8ba4\u4e3aAI\u5229\u5927\u4e8e\u5f0a\u3002<\/p>\n<\/p>\n

\u4eca\u5e74\u7684\u76ca\u666e\u7d22\u8c03\u67e5\u65b0\u589e\u4e86\u5173\u4e8e\u201cAI\u5982\u4f55\u5f71\u54cd\u5f53\u524d\u5de5\u4f5c\u201d\u7684\u95ee\u9898\u300260%\u7684\u53d7\u8bbf\u8005\u8ba4\u4e3a\u201c\u672a\u6765\u4e94\u5e74AI\u53ef\u80fd\u6539\u53d8\u5de5\u4f5c\u65b9\u5f0f\u201d\uff0c36%\uff08\u8d85\u4e09\u5206\u4e4b\u4e00\uff09\u8ba4\u4e3a\u201cAI\u53ef\u80fd\u5728\u672a\u6765\u4e94\u5e74\u53d6\u4ee3\u73b0\u6709\u5de5\u4f5c\u201d\u3002<\/p>\n<\/p>\n

Z\u4e16\u4ee3\uff0867%\uff09\u548c\u5343\u79a7\u4e00\u4ee3\u6bd4X\u4e16\u4ee3\u548c\u5a74\u513f\u6f6e\u4e00\u4ee3\uff0849%\uff09\u66f4\u503e\u5411\u4e8e\u8ba4\u540c\u201cAI\u5c06\u6539\u53d8\u5de5\u4f5c\u65b9\u5f0f\u201d\u30022023\u81f32024\u5e74\uff0c\u6240\u6709\u4e16\u4ee3\u8ba4\u540c\u8fd9\u4e00\u89c2\u70b9\u7684\u6bd4\u4f8b\u5747\u4e0a\u5347\uff0c\u589e\u5e45\u6700\u5927\u7684\u662f\u5343\u79a7\u4e00\u4ee3\u548c\u5a74\u513f\u6f6e\u4e00\u4ee3\uff0c\u53ef\u80fd\u8868\u660e\u4ee3\u9645\u95f4\u8ba4\u77e5\u8d8b\u540c\u3002<\/p>\n

\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/span><\/p>\n

<\/p>\n

\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n

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

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

4 \u6708 7 \u65e5\uff0c\u65af\u5766\u798f\u5927\u5b66\u4ee5\u4eba\u4e3a\u672c\u7684\u4eba\u5de5 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[73,68,55,81,65],"class_list":["post-40076","post","type-post","status-publish","format-standard","hentry","category-news","tag-73","tag-68","tag-55","tag-81","tag-65"],"yoast_head":"\n\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=40076\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=40076\",\"url\":\"https:\/\/17aitech.com\/?p=40076\",\"name\":\"\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=40076#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=40076#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\",\"datePublished\":\"2025-04-11T17:02:46+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=40076#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=40076\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=40076#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=40076#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=40076","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=40076","url":"https:\/\/17aitech.com\/?p=40076","name":"\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=40076#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=40076#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg","datePublished":"2025-04-11T17:02:46+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=40076#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=40076"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=40076#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=40076#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u65af\u5766\u798f AI \u6307\u6570\u62a5\u544a\u53d1\u5e03\uff1a2024\u5e74\u7f8e\u56fd AI \u79c1\u4eba\u6295\u8d44\u7ea6\u4e3a\u4e2d\u56fd\u7684 12 \u500d\u3001GPT3.5 \u7ea7\u522b\u6a21\u578b\u63a8\u7406\u6210\u672c\u4e0b\u964d 280 \u500d"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40076","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=40076"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40076\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=40076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=40076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=40076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}