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OpenAI News<\/a>\u3001Anthropic News<\/a>\u548cGoogle DeepMind Blog<\/a>\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u4e09\u4e2a\u57fa\u7840\u5165\u53e3\u3002\u524d\u4e24\u4e2a\u9002\u5408\u8ffd\u8e2a\u5404\u81ea\u7684\u4ea7\u54c1\u4e0e\u7814\u7a76\u53d1\u5e03\uff1bDeepMind\u8fd8\u9002\u5408\u6cbf\u7740\u79d1\u5b66\u5e94\u7528\u3001\u673a\u5668\u4eba\u3001\u4e16\u754c\u6a21\u578b\u7b49\u65b9\u5411\u7ee7\u7eed\u627e\u8d44\u6599\u3002\u4f60\u4e3b\u8981\u7528\u54ea\u5bb6\u4ea7\u54c1\uff0c\u5c31\u4f18\u5148\u5173\u6ce8\u54ea\u5bb6\uff0c\u4e0d\u5fc5\u6bcf\u5929\u4e09\u5bb6\u5de1\u903b\u3002<\/p>\n\n\n\n

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\u60f3\u7528\u66f4\u5c11\u65f6\u95f4\u626b\u4e00\u773c\u884c\u4e1a\uff0c\u53ef\u4ee5\u52a0\u4e0aDeepLearning.AI\u7684The Batch<\/a>\u3002\u5b83\u662f\u6bcf\u5468AI\u65b0\u95fb\u4e0e\u5206\u6790\u7b80\u62a5\uff0c\u9002\u5408\u4f5c\u4e3a\u53d1\u73b0\u7ebf\u7d22\u7684\u5165\u53e3\u3002\u9009\u4e2d\u4e00\u6761\u8ddf\u81ea\u5df1\u76f8\u5173\u7684\uff0c\u518d\u8ffd\u5230\u5bf9\u5e94\u7814\u7a76\u6216\u5b98\u65b9\u53d1\u5e03\u3002\u4e0d\u8981\u8981\u6c42\u4e00\u4efd\u5468\u62a5\u628a\u6574\u4e2a\u884c\u4e1a\u66ff\u4f60\u6d88\u5316\u5b8c\uff0c\u4e5f\u4e0d\u7528\u770b\u5230\u6bcf\u6761\u65b0\u95fb\u90fd\u7ed9\u81ea\u5df1\u65b0\u589e\u4e00\u9879\u5b66\u4e60\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u60f3\u542c\u61c2AI\u5728\u8bf4\u4ec0\u4e48\u627e\u80fd\u5efa\u7acb\u6982\u5ff5\u7684\u8001\u5e08<\/strong><\/p>\n\n\n\n

\u5f88\u591a\u4eba\u89c9\u5f97\u81ea\u5df1\u5b66\u4e0d\u4f1aAI\uff0c\u5176\u5b9e\u662f\u4e00\u76f4\u5728\u770b\u65b0\u95fb\uff0c\u5374\u6ca1\u6709\u8865\u8fc7\u6700\u57fa\u7840\u7684\u6982\u5ff5\u3002\u5c31\u50cf\u5929\u5929\u8ffd\u8d22\u7ecf\u5feb\u8baf\uff0c\u5374\u4e0d\u77e5\u9053\u6536\u5165\u548c\u5229\u6da6\u6709\u4ec0\u4e48\u533a\u522b\uff0c\u8d8a\u52aa\u529b\u5237\uff0c\u8d8a\u89c9\u5f97\u4e16\u754c\u9ad8\u6df1\u83ab\u6d4b\u3002<\/p>\n\n\n\n

\u82f1\u6587\u89c6\u9891\u53ef\u4ee5\u4eceAndrej Karpathy\u7684YouTube\u9891\u9053<\/a>\u5f00\u59cb\u3002\u4ed6\u7684\u4e2a\u4eba\u7f51\u7ad9\u660e\u786e\u533a\u5206\u4e86\u9762\u5411\u666e\u901a\u89c2\u4f17\u548c\u504f\u6280\u672f\u7684\u5185\u5bb9\u3002\u666e\u901a\u8bfb\u8005\u53ef\u4ee5\u5148\u770bIntro to Large Language Models<\/a>\uff0c\u518d\u6309\u5174\u8da3\u770b\u300aDeep Dive into LLMs like ChatGPT\u300b\u6216\u300aHow I use LLMs\u300b\u3002\u5148\u5efa\u7acb\u6574\u4f53\u8ba4\u8bc6\uff0c\u6682\u65f6\u4e0d\u5fc5\u4e00\u5934\u624e\u8fdb\u4ece\u96f6\u5199\u795e\u7ecf\u7f51\u7edc\u7684\u8bfe\u7a0b\u3002\u542c\u4e0d\u61c2\u7f16\u7a0b\u7ec6\u8282\uff0c\u4e0d\u4ee3\u8868\u4f60\u6ca1\u6709\u8d44\u683c\u4f7f\u7528AI\u3002<\/p>\n\n\n\n

\u53e6\u4e00\u4e2a\u662f3Blue1Brown<\/a>\u3002\u5b83\u7684\u795e\u7ecf\u7f51\u7edc\u7cfb\u5217<\/a>\u7528\u53ef\u89c6\u5316\u89e3\u91ca\u795e\u7ecf\u7f51\u7edc\u3001Transformer\u548c\u6ce8\u610f\u529b\u673a\u5236\uff0c\u9002\u5408\u9700\u8981\u201c\u770b\u89c1\u5b83\u600e\u4e48\u8fd0\u8f6c\u201d\u7684\u8bfb\u8005\u3002\u6211\u7684\u5efa\u8bae\u662f\u5148\u6293\u76f4\u89c9\uff0c\u6570\u5b66\u63a8\u5bfc\u53ef\u4ee5\u4ee5\u540e\u56de\u770b\u3002\u6b64\u65f6\u7684\u76ee\u6807\uff0c\u662f\u77e5\u9053\u6a21\u578b\u5927\u81f4\u600e\u4e48\u5904\u7406\u4fe1\u606f\u3001\u4e3a\u4ec0\u4e48\u4f1a\u72af\u9519\uff0c\u800c\u4e0d\u662f\u4eca\u665a\u5c31\u63a5\u7ba1\u7814\u7a76\u5b9e\u9a8c\u5ba4\u3002<\/p>\n\n\n\n

\u66f4\u4e60\u60ef\u4e2d\u6587\uff0c\u53ef\u4ee5\u770b\u674e\u5b8f\u6bc5\u7684YouTube\u9891\u9053<\/a>\uff0c\u5e76\u4ece\u4ed6\u7684\u53f0\u5927\u4e2a\u4eba\u4e3b\u9875<\/a>\u8fdb\u5165\u8bfe\u7a0b\u8d44\u6599\u3002\u6309\u7167\u81ea\u5df1\u8981\u89e3\u51b3\u7684\u95ee\u9898\u6311\u751f\u6210\u5f0fAI\u76f8\u5173\u8bfe\u7a0b\u5373\u53ef\u3002\u4e2d\u6587\u6388\u8bfe\u4e5f\u4f1a\u6709\u6280\u672f\u95e8\u69db\uff0c\u4f46\u81f3\u5c11\u4e0d\u7528\u540c\u65f6\u8ddf\u82f1\u6587\u548c\u65b0\u6982\u5ff5\u8fdb\u884c\u6df7\u5408\u53cc\u6253\u3002<\/p>\n\n\n\n

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\u77e5\u9053Agent\u3001RAG\u8fd9\u4e9b\u8bcd\uff0c\u5e76\u4e0d\u7b49\u4e8e\u4f1a\u7528\u5b83\u4eec\u89e3\u51b3\u95ee\u9898\u3002\u60f3\u5f80\u5b9e\u8df5\u8d70\uff0c\u53ef\u4ee5\u770bDeepLearning.AI\u8bfe\u7a0b\u76ee\u5f55<\/a>\uff0c\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u9009\u77ed\u8bfe\u3002\u6311\u8bfe\u65f6\u5148\u770b\u5148\u4fee\u8981\u6c42\u548c\u7ec3\u4e60\u5185\u5bb9\uff0c\u6709\u4e9b\u9700\u8981\u7f16\u7a0b\u57fa\u7840\uff1b\u662f\u5426\u6536\u8d39\u3001\u662f\u5426\u5305\u542b\u5b9e\u9a8c\u73af\u5883\uff0c\u4ee5\u8bfe\u7a0b\u5f53\u65f6\u7684\u9875\u9762\u4e3a\u51c6\u3002\u4e0d\u8981\u8fd8\u6ca1\u505a\u51fa\u4e00\u4e2a\u5c0f\u6210\u679c\uff0c\u5148\u7ed9\u81ea\u5df1\u6512\u4e86\u5341\u51e0\u5f20\u7ed3\u8bfe\u622a\u56fe\u3002<\/p>\n\n\n\n

Hugging Face Learn<\/a>\u66f4\u9002\u5408\u613f\u610f\u63a5\u89e6\u4ee3\u7801\u7684\u4eba\uff0c\u91cc\u9762\u6709\u5927\u8bed\u8a00\u6a21\u578b\u3001Agent\u3001\u97f3\u9891\u3001\u89c6\u89c9\u7b49\u4e0d\u540c\u65b9\u5411\u7684\u8bfe\u7a0b\u3002\u5b83\u7684\u4ef7\u503c\u5728\u4e8e\u53ef\u4ee5\u6cbf\u7740\u4e00\u4e2a\u65b9\u5411\u7ee7\u7eed\u6df1\u5165\u3002\u5982\u679c\u53ea\u662f\u60f3\u6539\u5584\u65e5\u5e38\u5199\u4f5c\u6216\u6574\u7406\u4f1a\u8bae\u8bb0\u5f55\uff0c\u6682\u65f6\u4e0d\u7528\u628a\u81ea\u5df1\u9001\u8fdb\u6a21\u578b\u8bad\u7ec3\u8bfe\u7a0b\u91cc\u95ed\u5173\u3002<\/p>\n\n\n\n

\u535a\u5ba2\u91cc\uff0c\u6211\u4f1a\u91cd\u70b9\u63a8\u8350Anthropic Engineering<\/a>\u3002\u8fd9\u91cc\u6709\u6784\u5efaAgent\u3001\u5de5\u5177\u4f7f\u7528\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u548c\u8bc4\u4f30\u7b49\u5de5\u7a0b\u7ecf\u9a8c\u3002\u53ef\u4ee5\u4eceBuilding effective agents<\/a>\u627e\u5165\u53e3\u3002\u5bf9\u7ba1\u7406\u8005\u6765\u8bf4\uff0c\u8bfb\u8fd9\u7c7b\u6587\u7ae0\u65f6\u53ef\u4ee5\u91cd\u70b9\u5173\u6ce8\uff1a\u54ea\u4e9b\u73af\u8282\u9700\u8981\u4e8b\u5148\u89c4\u5b9a\u6d41\u7a0b\uff0c\u54ea\u4e9b\u53ef\u4ee5\u4ea4\u7ed9\u6a21\u578b\u5224\u65ad\uff0c\u600e\u6837\u68c0\u67e5\u7ed3\u679c\uff0c\u4ee5\u53ca\u5931\u8d25\u4ee5\u540e\u600e\u4e48\u529e\u3002\u4ee3\u7801\u53ef\u4ee5\u770b\u4e0d\u61c2\uff0c\u8d23\u4efb\u600e\u4e48\u843d\u5730\u6700\u597d\u770b\u61c2\u3002<\/p>\n\n\n\n

\u53e6\u4e00\u4e2a\u662fSimon Willison\u2019s Weblog<\/a>\u3002\u8fd9\u91cc\u65e2\u6709\u4f5c\u8005\u81ea\u5df1\u7684\u5de5\u5177\u3001\u5b9e\u9a8c\u548c\u4f7f\u7528\u8bb0\u5f55\uff0c\u4e5f\u6709\u5916\u90e8\u6587\u7ae0\u7684\u6458\u5f55\u4e0e\u8bc4\u8bba\u3002\u8bfb\u7684\u65f6\u5019\u6ce8\u610f\u533a\u5206\uff1a\u54ea\u4e9b\u662f\u4ed6\u4eb2\u81ea\u6d4b\u8bd5\u7684\uff0c\u54ea\u4e9b\u662f\u4ed6\u5f15\u7528\u522b\u4eba\u7684\u3002\u5b83\u5c24\u5176\u9002\u5408\u5e2e\u52a9\u4f60\u5b66\u4f1a\u89c2\u5bdf\u4e00\u4e2a\u5de5\u5177\uff1a\u9664\u4e86\u201c\u80fd\u4e0d\u80fd\u505a\u201d\uff0c\u8fd8\u53ef\u4ee5\u770b\u7528\u4e86\u4ec0\u4e48\u6761\u4ef6\u3001\u4ed8\u51fa\u591a\u5c11\u6210\u672c\u3001\u54ea\u91cc\u51fa\u9519\u3002\u4e2a\u4eba\u5b9e\u9a8c\u662f\u6709\u4ef7\u503c\u7684\u8bc1\u636e\uff0c\u4f46\u4e0d\u80fd\u81ea\u52a8\u4ee3\u8868\u6240\u6709\u4efb\u52a1\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n

\u5b9e\u8df5\u8def\u7ebf\u6700\u91cd\u8981\u7684\u4e00\u6b65\uff0c\u662f\u7ed9\u81ea\u5df1\u627e\u4e2a\u8db3\u591f\u5c0f\u7684\u4efb\u52a1\u3002\u6bd4\u5982\u7528\u516c\u5f00\u8d44\u6599\u505a\u4e00\u4efd\u5e26\u51fa\u5904\u7684\u884c\u4e1a\u7b80\u62a5\uff0c\u6216\u8005\u628a\u81ea\u5df1\u7684\u4e00\u7bc7\u6587\u7ae0\u6574\u7406\u6210\u51e0\u4e2a\u7248\u672c\u3002\u8bb0\u5f55\u5b8c\u6210\u65f6\u95f4\u3001\u4fee\u6539\u6b21\u6570\u548c\u9519\u8bef\u3002\u4f60\u4eb2\u624b\u505a\u8fc7\u4e00\u6b21\uff0c\u624d\u77e5\u9053\u89c6\u9891\u91cc\u8f7b\u8f7b\u677e\u677e\u7684\u4e09\u5206\u949f\uff0c\u843d\u5230\u81ea\u5df1\u8eab\u4e0a\u7a76\u7adf\u662f\u4e09\u5206\u949f\uff0c\u8fd8\u662f\u4e09\u5c0f\u65f6\u5916\u52a0\u4e00\u809a\u5b50\u6c14\u3002<\/p>\n\n\n\n

\u60f3\u5224\u65adAI\u4f1a\u600e\u6837\u5f71\u54cd\u5de5\u4f5c\u591a\u770b\u5de5\u4f5c\u4e0e\u5546\u4e1a\u7684\u5206\u6790<\/strong><\/p>\n\n\n\n

\u5de5\u5177\u66f4\u5f3a\uff0c\u548c\u4f60\u80fd\u56e0\u6b64\u591a\u8d5a\u94b1\u3001\u5c11\u52a0\u73ed\uff0c\u4e2d\u95f4\u8fd8\u9694\u7740\u6d41\u7a0b\u3001\u7ec4\u7ec7\u548c\u5229\u76ca\u5206\u914d\u3002\u6211\u4eec\u505a\u804c\u573a\u5224\u65ad\u65f6\uff0c\u9700\u8981\u6709\u4eba\u5e2e\u5fd9\u628a\u6280\u672f\u80fd\u529b\u63a5\u5230\u8fd9\u4e9b\u73b0\u5b9e\u95ee\u9898\u4e0a\u3002<\/p>\n\n\n\n

Ethan Mollick\u7684One Useful Thing<\/a>\u503c\u5f97\u653e\u8fdb\u9605\u8bfb\u6e05\u5355\u3002\u4f5c\u8005\u4ee5\u7814\u7a76\u4e3a\u57fa\u7840\u8ba8\u8bbaAI\u7684\u5f71\u54cd\uff0c\u4e5f\u5206\u4eab\u4f7f\u7528\u601d\u8def\u3002\u666e\u901a\u804c\u573a\u8bfb\u8005\u53ef\u4ee5\u5e26\u7740\u81ea\u5df1\u7684\u573a\u666f\u770b\uff1a\u8fd9\u9879\u80fd\u529b\u80fd\u5e2e\u6211\u5b8c\u6210\u54ea\u90e8\u5206\u5de5\u4f5c\uff1f\u54ea\u4e9b\u5224\u65ad\u8fd8\u9700\u8981\u81ea\u5df1\u505a\uff1f\u6587\u7ae0\u91cc\u7684\u7814\u7a76\u53d1\u73b0\u548c\u4f5c\u8005\u81ea\u5df1\u7684\u63a8\u6d4b\uff0c\u4e5f\u8981\u5206\u5f00\u7406\u89e3\u3002<\/p>\n\n\n\n

\u559c\u6b22\u957f\u8bbf\u8c08\uff0c\u53ef\u4ee5\u770bDwarkesh Podcast<\/a>\u53ca\u5176YouTube\u9891\u9053<\/a>\u3002\u6211\u7684\u5efa\u8bae\u662f\u6309\u95ee\u9898\u9009\u96c6\uff0c\u800c\u4e0d\u662f\u4ece\u5934\u8865\u5b8c\u6240\u6709\u8282\u76ee\u3002\u5b8c\u6574\u8bbf\u8c08\u80fd\u4fdd\u7559\u5f53\u4e8b\u4eba\u7684\u8bba\u8bc1\u548c\u4e0a\u4e0b\u6587\uff0c\u4f46\u5609\u5bbe\u7684\u9884\u6d4b\u4f9d\u7136\u662f\u9884\u6d4b\u3002\u542c\u4e00\u4e2a\u806a\u660e\u4eba\u628a\u672a\u6765\u8bb2\u5f97\u5934\u5934\u662f\u9053\uff0c\u5f88\u5bb9\u6613\u4ea7\u751f\u201c\u672a\u6765\u5df2\u7ecf\u53d1\u751f\u201d\u7684\u9519\u89c9\uff1b\u6211\u4eec\u8fd8\u662f\u5f97\u95ee\uff0c\u4ed6\u7684\u5224\u65ad\u4f9d\u8d56\u54ea\u4e9b\u6761\u4ef6\u3002<\/p>\n\n\n\n

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\u60f3\u6838\u5bf9\u5b8f\u89c2\u8d8b\u52bf\uff0c\u53ef\u4ee5\u67e5Stanford HAI\u7684AI Index<\/a>\u3002\u5b83\u8986\u76d6\u6280\u672f\u8868\u73b0\u3001\u7ecf\u6d4e\u548c\u793e\u4f1a\u5f71\u54cd\u7b49\u65b9\u5411\uff0c\u9002\u5408\u67e5\u6570\u636e\u4e0e\u8d8b\u52bf\u3002\u5b83\u662f\u4e00\u4efd\u6c47\u603b\u7814\u7a76\u7684\u62a5\u544a\uff0c\u5f15\u7528\u67d0\u4e2a\u6570\u5b57\u65f6\uff0c\u8fd8\u5e94\u8be5\u770b\u5bf9\u5e94\u5e74\u4efd\u3001\u5b9a\u4e49\u548c\u539f\u59cb\u6570\u636e\u6765\u6e90\u3002\u67d0\u79cd\u4efb\u52a1\u7684\u6548\u7387\u63d0\u9ad8\uff0c\u4e0d\u80fd\u76f4\u63a5\u63a8\u5bfc\u51fa\u6240\u6709\u4eba\u7684\u5de5\u8d44\u4f1a\u540c\u6b65\u63d0\u9ad8\u3002<\/p>\n\n\n\n

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\u4e00\u4e2a\u53ef\u7528\u7684\u8d77\u70b9\uff0c\u662fDavid Ha\u548cJ\u00fcrgen Schmidhuber\u57282018\u5e74\u53d1\u5e03\u7684World Models\u9879\u76ee\u9875<\/a>\u3002\u9875\u9762\u8fde\u63a5\u4e86\u8bba\u6587\u3001\u6f14\u793a\u548c\u8bb2\u89e3\uff0c\u8ba8\u8bba\u5b66\u4e60\u73af\u5883\u7684\u538b\u7f29\u8868\u793a\uff0c\u5e76\u8ba9Agent\u5728\u6a21\u578b\u751f\u6210\u7684\u73af\u5883\u91cc\u8bad\u7ec3\u3002\u5b83\u662f\u4e86\u89e3\u8fd9\u4e00\u65b9\u5411\u7684\u4e00\u4e2a\u5386\u53f2\u5165\u53e3\uff0c\u4e0d\u80fd\u4ee3\u8868\u540e\u6765\u6240\u6709\u201c\u4e16\u754c\u6a21\u578b\u201d\u7814\u7a76\u3002\u4e4b\u540e\u518d\u53bbDeepMind\u7b49\u7814\u7a76\u56e2\u961f\u7684\u5b98\u7f51\u641c\u7d22\u76f8\u5173\u9879\u76ee\uff0c\u6bd4\u8f83\u5b83\u4eec\u7684\u95ee\u9898\u3001\u80fd\u529b\u548c\u9650\u5236\u3002<\/p>\n\n\n\n

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

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