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🤖 \u6a21\u578b\u53d1\u5e03 & \u5f00\u6e90\u6280\u672f<\/h3>\n

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9\u3001GitHub\u5f00\u6e90AI\u667a\u80fd\u4f53\u6a21\u7cca\u6d4b\u8bd5\u5de5\u5177！\u81ea\u52a8\u5316\u6316\u6398\u5f00\u6e90\u4ee3\u7801\u6f0f\u6d1e<\/h4>\n

GitHub\u5b89\u5168\u5b9e\u9a8c\u5ba4\u516c\u5f00Taskflow Agent\u81ea\u52a8\u5316\u6a21\u7cca\u6d4b\u8bd5\u5de5\u4f5c\u6d41，\u4f9d\u6258LLM\u667a\u80fd\u4f53\u5b9e\u73b0\u4ee3\u7801\u5b89\u5168\u6d4b\u8bd5\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u3002\u5de5\u5177\u53ef\u81ea\u4e3b\u8bc6\u522b\u4ee3\u7801\u6d4b\u8bd5\u76f2\u533a\u3001\u8865\u5199\u6d4b\u8bd5\u5957\u4ef6\u3001\u7edf\u8ba1\u8986\u76d6\u7387\u3001\u7b5b\u9009\u5d29\u6e83\u6f0f\u6d1e\u3001\u5206\u6d41\u6392\u67e5\u95ee\u9898，\u5927\u5e45\u964d\u4f4e\u5f00\u6e90\u9879\u76ee\u5b89\u5168\u6d4b\u8bd5\u95e8\u69db，\u9ad8\u6548\u63d0\u5347\u5f00\u6e90\u8f6f\u4ef6\u6f0f\u6d1e\u6316\u6398\u6548\u7387，\u9002\u914d\u6240\u6709C\/C++\u9879\u76ee\u5b89\u5168\u8fed\u4ee3\u3002<\/p>\n

10\u3001Liquid AI\u5f00\u6e90VL-DSpark\u52a0\u901f\u65b9\u6848，\u5927\u5e45\u964d\u4f4e\u591a\u6a21\u6001\u63a8\u7406\u5ef6\u8fdf<\/h4>\n

Liquid AI\u63a8\u51faLFM2.5-VL-DSpark\u591a\u6a21\u6001\u63a8\u6d4b\u89e3\u7801\u67b6\u6784，\u6253\u901a\u56fe\u50cfPatch\u4e0e\u6587\u672cToken\u7edf\u4e00\u9690\u7a7a\u95f4\u6620\u5c04，\u901a\u8fc7\u5355\u5c42\u6ce8\u610f\u529b\u7f51\u7edc\u6279\u91cf\u751f\u6210\u5019\u9009Token\u3002\u65e0\u9700\u6539\u52a8\u539f\u6709\u89c6\u89c9\u63a8\u7406\u903b\u8f91，\u5373\u53ef\u663e\u8457\u538b\u7f29\u7aef\u5230\u7aef\u751f\u6210\u5ef6\u8fdf，\u4e3a\u7aef\u4fa7\u3001\u8f7b\u91cf\u5316\u591a\u6a21\u6001\u6a21\u578b\u9ad8\u6548\u63a8\u7406\u63d0\u4f9b\u5168\u65b0\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

11\u3001\u6b27\u76dfAI\u6cd5\u6848\u843d\u5730\u5de5\u5177\u5f00\u6e90！\u7cfb\u7edf\u6027\u98ce\u9669\u8bc4\u6d4b\u5b9e\u73b0\u6807\u51c6\u5316<\/h4>\n

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\n

💻 \u4ea7\u54c1\u5e94\u7528 & \u7ec8\u7aef\u843d\u5730<\/h3>\n

12\u3001\u8c37\u6b4cPixel\u4e0a\u7ebfAI\u4ee3\u6253\u7535\u8bdd！\u5168\u6d41\u7a0b\u81ea\u4e3b\u6392\u961f\u3001\u6c9f\u901a\u3001\u6587\u672c\u8f6c\u5f55<\/h4>\n

\u8c37\u6b4c\u4e3a\u7f8e\u56fdPixel 11\u8ba2\u9605\u7528\u6237\u63a8\u51fa\u5b9e\u9a8c\u6027\u529f\u80fdCall for Me，\u5b9e\u73b0AI\u5168\u81ea\u52a8\u7535\u8bdd\u4ea4\u4e92\u3002Gemini\u53ef\u81ea\u4e3b\u62e8\u53f7\u3001\u8bc6\u522b\u8bed\u97f3\u83dc\u5355\u3001\u5728\u7ebf\u6392\u961f\u7b49\u5f85\u3001\u5bf9\u63a5\u4eba\u5de5\u5ba2\u670d，\u5168\u7a0b\u81ea\u52a8\u5b8c\u6210\u4e1a\u52a1\u6c9f\u901a，\u540c\u65f6\u5b9e\u65f6\u751f\u6210\u6587\u672c\u8f6c\u5f55，\u7528\u6237\u53ef\u968f\u65f6\u63a5\u7ba1\u901a\u8bdd，\u5f7b\u5e95\u89e3\u653e\u53cc\u624b，\u843d\u5730\u6d88\u8d39\u7ea7\u8bed\u97f3\u667a\u80fd\u4f53\u5b9e\u7528\u573a\u666f\u3002<\/p>\n

13\u3001WSO2\u63a8\u51fa\u4f01\u4e1aAI Agent\u6cbb\u7406\u5e73\u53f0，\u89e3\u51b3\u591a\u667a\u80fd\u4f53\u7ba1\u63a7\u4e71\u8c61<\/h4>\n

WSO2\u6b63\u5f0f\u53d1\u5e03\u4f01\u4e1a\u7ea7Agent Manager\u667a\u80fd\u4f53\u6cbb\u7406\u5e73\u53f0，\u9488\u5bf9\u6027\u89e3\u51b3\u4f01\u4e1a\u591aAI Agent\u6cdb\u6ee5\u3001\u6743\u9650\u6df7\u4e71\u3001\u7ba1\u63a7\u7f3a\u5931\u7684\u884c\u4e1a\u75db\u70b9\u3002\u5e73\u53f0\u5b9e\u73b0\u667a\u80fd\u4f53\u751f\u547d\u5468\u671f\u7ba1\u7406\u3001\u7ec6\u7c92\u5ea6RBAC\u6743\u9650\u7ba1\u63a7\u3001\u6a21\u578b\u903b\u8f91\u89e3\u8026，\u539f\u751f\u9002\u914dMCP\u534f\u8bae，\u4f9d\u6258Kubernetes\u6c99\u7bb1\u63d0\u4f9b\u5b89\u5168\u8fd0\u884c\u73af\u5883，\u8865\u9f50\u4f01\u4e1aAI\u89c4\u6a21\u5316\u843d\u5730\u7684\u6cbb\u7406\u77ed\u677f\u3002<\/p>\n

14\u3001Meta Muse\u667a\u80fd\u4f53\u66dd\u9ad8\u5371\u6f0f\u6d1e！\u53ef\u88ab\u8bf1\u5bfc\u5bfc\u51fa\u540e\u7aef\u6838\u5fc3\u6e90\u7801<\/h4>\n

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\n

\u2699\ufe0f \u7b97\u529b\u786c\u4ef6 & \u7aef\u4fa7\u521b\u65b0<\/h3>\n

15\u3001\u8c37\u6b4c\u592a\u7a7aAI\u7b97\u529b\u843d\u5730！Suncatcher\u536b\u661f10\u67081\u65e5\u53d1\u5c04，\u5b9e\u73b0\u8f68\u9053\u7b97\u529b<\/h4>\n

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16\u3001PrismML 1-bit\u8d85\u8f7b\u6a21\u578b\u9002\u914d\u9ad8\u901aAR\u773c\u955c，\u5b9e\u73b0\u5168\u79bb\u7ebf\u7aef\u4fa7AI<\/h4>\n

Caltech\u5b75\u5316\u56e2\u961fPrismML\u8054\u5408\u9ad8\u901a，\u63a8\u51fa\u9002\u914d\u9a81\u9f99AR1\u667a\u80fd\u773c\u955c\u76841-bit Bonsai\u8f7b\u91cf\u5316\u5927\u6a21\u578b\u3002\u6a21\u578b\u4f53\u79ef\u538b\u7f294\u500d，\u6027\u80fd\u51e0\u4e4e\u65e0\u635f，\u53ef\u5b8c\u5168\u5728\u667a\u80fd\u773c\u955c\u7aef\u672c\u5730\u79bb\u7ebf\u8fd0\u884c，\u652f\u6301\u5b9e\u65f6\u89c6\u89c9\u8bc6\u522b\u3001\u573a\u666f\u95ee\u7b54，\u65e0\u9700\u4f9d\u8d56\u4e91\u7aef\u7b97\u529b，\u5927\u5e45\u63d0\u5347\u7a7f\u6234\u8bbe\u5907AI\u4ea4\u4e92\u7684\u9690\u79c1\u6027\u4e0e\u5b9e\u65f6\u6027\u3002<\/p>\n

\n

📈 \u884c\u4e1a\u52a8\u6001 & \u8d44\u672c\u4eba\u624d<\/h3>\n

17\u3001Lovable\u8425\u6536\u7a81\u78346\u4ebf\u7f8e\u5143！\u4e09\u5206\u4e4b\u4e8c\u4e16\u754c500\u5f3a\u4f01\u4e1a\u5df2\u5165\u9a7b<\/h4>\n

AI\u81ea\u7136\u8bed\u8a00\u7f16\u7a0b\u5e73\u53f0Lovable\u5b98\u5ba3\u5e74\u5316\u8425\u6536（ARR）\u7a81\u78346\u4ebf\u7f8e\u5143，\u8f836\u67085\u4ebf\u7f8e\u5143\u6301\u7eed\u9ad8\u901f\u589e\u957f\u3002\u5e73\u53f0\u4e3b\u6253\u4f4e\u95e8\u69dbVibe Coding\u5e94\u7528\u5f00\u53d1，\u7528\u6237\u642d\u5efa\u7684\u5e94\u7528\u6708\u8bbf\u95ee\u91cf\u903c\u8fd110\u4ebf\u6b21，\u76ee\u524d\u5df2\u8986\u76d6\u5fae\u8f6f\u3001\u82f1\u4f1f\u8fbe\u7b49\u8d85\u4e09\u5206\u4e4b\u4e8c\u7684\u8d22\u5bcc500\u5f3a\u4f01\u4e1a，\u4f01\u4e1a\u670d\u52a1\u4e1a\u52a1\u6210\u4e3a\u6838\u5fc3\u589e\u957f\u5f15\u64ce，\u516c\u53f8\u4f30\u503c\u5df2\u8fbe133\u4ebf\u7f8e\u5143\u3002<\/p>\n

18\u3001\u6df1\u5ea6\u5b66\u4e60\u6cf0\u6597Schmidhuber\u52a0\u76dfSakana AI，\u4e3b\u653b\u9012\u5f52\u81ea\u6211\u6539\u8fdbAI<\/h4>\n

\u4e1c\u4eacAI\u4f01\u4e1aSakana AI\u5b98\u5ba3\u91cd\u78c5\u4eba\u624d\u5f15\u8fdb，\u6df1\u5ea6\u5b66\u4e60\u3001\u4e16\u754c\u6a21\u578b\u9886\u57df\u5960\u57fa\u4ebaJ\u00fcrgen Schmidhuber\u5168\u804c\u52a0\u76df，\u62c5\u4efb\u9996\u5e2d\u79d1\u5b66\u987e\u95ee\u3002\u5176\u5c06\u7275\u5934\u6210\u7acbRSI\u5b9e\u9a8c\u5ba4，\u805a\u7126AI\u9012\u5f52\u81ea\u6211\u6539\u8fdb\u6280\u672f\u7814\u53d1，\u52a9\u529b\u56e2\u961f\u8fed\u4ee3\u8fbe\u5c14\u6587\u54e5\u5fb7\u5c14\u673a\u7b49\u524d\u6cbf\u81ea\u7814\u6a21\u578b，\u63a8\u52a8\u901a\u7528AI\u81ea\u4e3b\u8fdb\u5316\u6280\u672f\u7a81\u7834\u3002<\/p>\n

19\u3001Anthropic\u5f00\u542f\u5927\u89c4\u6a21\u5c01\u53f7\u6f6e！\u4e25\u67e5\u5927\u4e2d\u534e\u533a\u8fdd\u89c4Claude\u8c03\u7528<\/h4>\n

Anthropic\u542f\u52a8\u65b0\u4e00\u8f6e\u5168\u57df\u5408\u89c4\u6e05\u67e5，\u96c6\u4e2d\u5c01\u7981\u5927\u91cfAWS\u3001\u5fae\u8f6f\u4e91\u7aefClaude\u8fdd\u89c4\u8d26\u6237，\u91cd\u70b9\u6253\u51fb\u5927\u4e2d\u534e\u533a\u975e\u6388\u6743\u5730\u533a\u8c03\u7528\u3001\u6d77\u5916\u4ee3\u5f00\u8d26\u53f7\u7b49\u8fdd\u89c4\u884c\u4e3a\u3002\u672c\u6b21\u5c01\u53f7\u8986\u76d6\u9762\u66f4\u5e7f\u3001\u6838\u67e5\u529b\u5ea6\u66f4\u5f3a，\u6070\u9022\u6708\u672b\u7ed3\u7b97\u5468\u671f，\u6216\u5c06\u76f4\u63a5\u5f71\u54cd\u5916\u8d44\u4e91\u670d\u52a1\u5546\u8425\u6536，\u51f8\u663e\u6d77\u5916\u5927\u6a21\u578b\u5408\u89c4\u7ba1\u63a7\u6301\u7eed\u6536\u7d27\u3002<\/p>\n

20\u3001OpenAI\u5373\u5c06\u53d1\u5e03GPT-6 Cyber！\u4e13\u5c5e\u7f51\u7edc\u5b89\u5168\u5927\u6a21\u578b\u6765\u88ad<\/h4>\n

\u77e5\u60c5\u4eba\u58eb\u900f\u9732，OpenAI\u5c06\u4e8e\u8fd1\u65e5\u9884\u89c8\u5168\u65b0GPT-6 Cyber\u7f51\u7edc\u5b89\u5168\u4e13\u7528\u6a21\u578b，\u540c\u6b65\u914d\u5957\u81ea\u52a8\u5316\u5b89\u5168\u90e8\u7f72\u5de5\u5177\u3002\u8fd9\u662fOpenAI\u4eca\u5e74\u63a8\u51fa\u7684\u7b2c\u56db\u6b3e\u5782\u76f4\u5b89\u5168\u6a21\u578b，\u76ee\u524d\u5df2\u7eb3\u5165Daybreak Red\u9ad8\u6743\u9650\u9879\u76ee\u5f00\u5c55Alpha\u6d4b\u8bd5，\u5c06\u4e3b\u6253\u6f0f\u6d1e\u6316\u6398\u3001\u653b\u9632\u6f14\u7ec3\u3001\u7f51\u7edc\u98ce\u9669\u9632\u62a4\u7b49\u4f01\u4e1a\u7ea7\u5b89\u5168\u573a\u666f\u3002<\/p>\n

\n

🔬 \u524d\u6cbf\u79d1\u7814 & \u8bba\u6587\u901f\u9012<\/h3>\n

21\u3001\u8c37\u6b4c\u591a\u667a\u80fd\u4f53\u6846\u67b6\u653b\u514b\u957f\u89c6\u9891\u751f\u6210\u96be\u9898，\u5f7b\u5e95\u89e3\u51b3\u753b\u9762\u6f02\u79fb<\/h4>\n

\u8c37\u6b4c\u7814\u7a76\u9662\u63d0\u51fa\u591aAgent\u534f\u540c\u957f\u89c6\u9891\u751f\u6210\u67b6\u6784，\u9488\u5bf9\u6027\u89e3\u51b3\u4f20\u7edf\u6269\u6563\u6a21\u578b\u751f\u6210\u957f\u89c6\u9891\u7684\u89d2\u8272\u6f02\u79fb\u3001\u753b\u9762\u7a81\u53d8\u3001\u53d9\u4e8b\u65ad\u88c2\u3001\u7ea7\u8054\u5d29\u6e83\u7b49\u6838\u5fc3\u75db\u70b9\u3002\u901a\u8fc7\u591a\u667a\u80fd\u4f53\u5206\u5de5\u534f\u540c\u3001\u8bef\u5dee\u5206\u5c42\u6821\u6b63，\u675c\u7edd\u5355\u5411\u8bef\u5dee\u7d2f\u79ef，\u9996\u6b21\u5b9e\u73b0\u8d85\u5927\u65f6\u95f4\u8de8\u5ea6\u3001\u9ad8\u8fde\u8d2f\u6027\u7684AI\u89c6\u9891\u6e32\u67d3，\u5927\u5e45\u63d0\u5347\u957f\u89c6\u9891\u5185\u5bb9\u751f\u6210\u8d28\u91cf\u3002<\/p>\n

22\u3001AI\u8f85\u5bfc\u6548\u679c\u5ab2\u7f8e\u4eba\u7c7b\u4e13\u5bb6！\u6d4b\u8bc4\u6210\u672c\u76f4\u964d918\u500d<\/h4>\n

\u5168\u65b0AI\u6559\u5b66\u8bc4\u6d4b\u57fa\u51c6StudentBench\u51fa\u7089，\u4f9d\u625817.5\u4e07\u6761\u771f\u5b9e\u4ea4\u4e92\u6570\u636e\u30012383\u540d\u5b66\u4e60\u8005\u5b9e\u6d4b\u9a8c\u8bc1\u3002\u7ed3\u679c\u663e\u793a，\u9876\u5c16AI\u8f85\u5bfc\u6a21\u578b\u7684\u5b66\u4e60\u63d0\u5206\u6548\u679c\u4e0e\u4eba\u7c7b\u8d44\u6df1\u6559\u5e08\u5b8c\u5168\u7b49\u4ef7，\u4e14\u5355\u4f4d\u63d0\u5206\u6210\u672c\u964d\u4f4e918\u500d，\u4e3aAI\u6559\u80b2\u89c4\u6a21\u5316\u843d\u5730\u3001\u6807\u51c6\u5316\u6559\u5b66\u63d0\u4f9b\u6743\u5a01\u6570\u636e\u652f\u6491\u3002<\/p>\n

23\u3001\u9ad8\u7ef4\u6269\u6563\u751f\u6210\u65b0\u7a81\u7834：x0\u53c2\u6570\u5316\u65b9\u6848\u5927\u5e45\u63d0\u5347\u6587\u751f\u56fe\u8d28\u91cf<\/h4>\n

CV\u9886\u57df\u6700\u65b0\u7814\u7a76\u9488\u5bf9\u89c6\u89c9\u7f16\u7801\u5668\u9ad8\u7ef4\u8868\u5f81\u6269\u6563\u9000\u5316\u95ee\u9898\u63d0\u51fa\u4f18\u5316\u65b9\u6848，\u6307\u51fa\u4f20\u7edf\u5fae\u8c03\u7f16\u7801\u5668\u6613\u5bfc\u81f4\u6d41\u5f62\u51e0\u4f55\u7578\u53d8\u3001\u9884\u6d4b\u566a\u58f0\u504f\u5dee\u95ee\u9898\u3002\u901a\u8fc7x0\u5e72\u51c0\u6570\u636e\u53c2\u6570\u5316\u6c42\u89e3，\u6709\u6548\u4f18\u5316\u9ad8\u7ef4 latent \u7a7a\u95f4\u6269\u6563\u751f\u6210\u903b\u8f91，\u663e\u8457\u63d0\u5347\u6587\u751f\u56fe\u753b\u9762\u7ec6\u8282\u4e0e\u6a21\u578b\u8bad\u7ec3\u6548\u7387\u3002<\/p>\n

\n

\u4eca\u65e5\u5c0f\u7ed3：\u672c\u5468AI\u884c\u4e1a\u5448\u73b0\u300c\u76d1\u7ba1\u5168\u7403\u5316\u3001\u4ea7\u54c1\u751f\u6d3b\u5316\u3001\u5b89\u5168\u6807\u51c6\u5316\u3001\u7b97\u529b\u592a\u7a7a\u5316\u300d\u56db\u5927\u8d8b\u52bf\u3002\u4e2d\u7f8eAI\u6cbb\u7406\u5408\u4f5c\u843d\u5730，\u5168\u7403\u76d1\u7ba1\u89c4\u5219\u52a0\u901f\u7edf\u4e00；\u8c37\u6b4c\u3001\u8baf\u98de\u6301\u7eed\u6df1\u8015\u7ec8\u7aef\u5b9e\u7528AI\u80fd\u529b，\u8ba9\u865a\u62df\u4eba\u3001AI\u901a\u8bdd\u3001\u7cbe\u51c6\u8bed\u97f3\u8f6c\u5199\u8d70\u5165\u5927\u4f17\u573a\u666f；\u5f00\u6e90\u751f\u6001\u8865\u9f50\u6c34\u5370\u6eaf\u6e90\u3001\u5b89\u5168\u6d4b\u8bd5\u3001\u5408\u89c4\u8bc4\u6d4b\u77ed\u677f，AI\u4ea7\u4e1a\u5316\u5b89\u5168\u5e95\u5ea7\u6301\u7eed\u592f\u5b9e；\u540c\u65f6\u592a\u7a7a\u7b97\u529b\u3001\u7aef\u4fa7\u8d85\u8f7b\u6a21\u578b\u3001\u4f01\u4e1aAgent\u6cbb\u7406\u7b49\u65b0\u8d5b\u9053\u5feb\u901f\u5d1b\u8d77，\u884c\u4e1a\u9ad8\u8d28\u91cf\u53d1\u5c55\u6001\u52bf\u660e\u786e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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