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alt=\"CnAI\u7269\u7406AI\u7aef\u4fa7\u539f\u751f\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/018-Homer-AI\u89c6\u89c9\u4e2d\u67a2.jpg\" alt=\"Homer AI\u89c6\u89c9\u4e2d\u67a2\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<h2>\u4e09\u3001\u4e91\u4e0e\u6570\u636e\u57fa\u7840\u8bbe\u65bd\uff0810:16-10:35\uff09<\/h2>\n<p>\u963f\u91cc\u4e91\u5c55\u793a\u4e86\u7476\u6c60\u6570\u636e\u5e93\u7684Agent Native\u80fd\u529b\uff1a\u5168\u6808Data Agent\u4f53\u7cfb\u2014\u2014\u4ece\u81ea\u52a8\u6784\u5efa\u4e1a\u52a1\u8bed\u4e49\u77e5\u8bc6\u56fe\u8c31\u7684Meta Agent\uff0c\u5230\u591a\u6e90\u5f02\u6784\u6570\u636e\u6807\u51c6\u5316\u7684DataBridge\uff0c\u518d\u5230\u81ea\u7136\u8bed\u8a00\u76f4\u8fbe\u6df1\u5ea6\u6d1e\u5bdf\u7684Analytics Agent\uff0c\u4ee5\u53ca\u81ea\u52a8\u68c0\u6d4b\u548c\u6839\u56e0\u5206\u6790\u7684DAS Agent\u3002AI in DB\u65b9\u9762\uff0cPolarDB\u3001Tair KVCache\u3001AnalyticDB\u3001Lindorm\u90fd\u96c6\u6210\u4e86AI\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/019-\u963f\u91cc\u4e91\u7476\u6c60\u6570\u636e\u5e93.jpg\" alt=\"\u963f\u91cc\u4e91\u7476\u6c60\u6570\u636e\u5e93\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u8682\u8681\u96c6\u56e2\u7684Agent\u57fa\u7840\u8bbe\u65bd\u5c55\u53f0\u5219\u5c55\u793a\u4e86\u56db\u5927Sandbox\u7c7b\u578b\uff1aCode Sandbox\u3001Browser Sandbox\u3001AIO Sandbox\uff08\u6d4f\u89c8\u5668+\u4ee3\u7801+\u7edf\u4e00\u6587\u4ef6\u7cfb\u7edf\uff09\u3001OSWorld Sandbox\uff08\u5f00\u6e90Computer Use\u955c\u50cf\uff09\u3002\u6838\u5fc3\u80fd\u529b\u662fMicroVM\/VM\u7ea7\u5f3a\u9694\u79bb\u3001\u6df1\/\u6d45\u4f11\u7720\u5524\u9192\u7f29\u5bb9\u52300\u3001\u9ad8\u5e76\u53d1\u6781\u81f4\u5f39\u6027\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/020-\u8682\u8681Agent\u57fa\u7840\u8bbe\u65bd.jpg\" alt=\"\u8682\u8681Agent\u57fa\u7840\u8bbe\u65bd\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<h2>\u56db\u3001\u5f00\u6e90\u4e0e\u67b6\u6784\u521b\u65b0\uff0810:23-10:35\uff09<\/h2>\n<p>\u65e0\u95ee\u82af\u7a79\uff08INFINGENCE\uff09\u8054\u5408\u6e05\u534e\u5927\u5b66\u53d1\u5e03\u7684RLinF\u662f\u5168\u7403\u9996\u4e2a\u9762\u5411\u5177\u8eab\u667a\u80fd\u7684\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5f00\u6e90\u6846\u67b6\u3002GitHub Star 4000+\uff0c\u6bcf\u5468\u4ecd\u670950-100\u7684\u7a33\u5b9a\u589e\u957f\u3002\u7cfb\u7edf\u63d0\u901f\u8d85120%\uff0c\u6a21\u578b\u6027\u80fd\u8dc3\u534740%~60%\u3002\u4ed6\u4eec\u7684\u4ea7\u4e1a\u5206\u5c42\u516c\u5f0f\u5f88\u6709\u610f\u601d\uff1a\u5e94\u7528\/\u6a21\u578b = AI\u751f\u4ea7\u529b \u00d7 \u8f6c\u5316\u6548\u7387\uff0c\u57fa\u7840\u8bbe\u65bd = Token \u00d7 \u8f6c\u5316\u6548\u7387\uff0c\u82af\u7247\/\u80fd\u6e90 = \u667a\u80fd \u00d7 \u8d44\u6e90\u89c4\u6a21\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/021-RLinF\u5f3a\u5316\u5b66\u4e60\u6846\u67b6.jpg\" alt=\"RLinF\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/022-\u65e0\u95ee\u82af\u7a79\u4ea7\u4e1a\u5206\u5c42.jpg\" alt=\"\u65e0\u95ee\u82af\u7a79\u4ea7\u4e1a\u5206\u5c42\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/023-\u65e0\u95ee\u82af\u7a79\u4ea7\u54c1\u67b6\u6784.jpg\" alt=\"\u65e0\u95ee\u82af\u7a79\u4ea7\u54c1\u67b6\u6784\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/024-\u65e0\u95ee\u82af\u7a79\u667a\u80fd\u4f53\u8702\u7fa4.jpg\" alt=\"\u65e0\u95ee\u82af\u7a79\u667a\u80fd\u4f53\u8702\u7fa4\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u6f9c\u821f\u79d1\u6280\u7684\u591a\u667a\u80fd\u4f53\u6570\u5b57\u5458\u5de5\u5e73\u53f0\u4e3b\u6253&#8221;\u6781\u7b80\u521b\u5efa&#8221;\u2014\u201410\u79d2\u62e5\u6709\u4e00\u4e2a\u6570\u5b57\u5458\u5de5\uff0c\u65e0\u9700\u5b89\u88c5\u3001\u65e0\u9700\u4e91\u5bb9\u5668\u3002\u652f\u6301\u98de\u4e66\u3001\u9489\u9489\u3001\u4f01\u4e1a\u5fae\u4fe1\u591a\u6e20\u9053\u63a5\u5165\uff0c\u56db\u5c42\u8bb0\u5fc6\u4f53\u7cfb\uff08\u5e73\u53f0\/\u5458\u5de5\/\u4efb\u52a1\/\u7528\u6237\u5c42\uff09\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/025-\u6f9c\u821f\u79d1\u6280\u6570\u5b57\u5458\u5de5.jpg\" alt=\"\u6f9c\u821f\u79d1\u6280\u6570\u5b57\u5458\u5de5\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u73b0\u573a\u8fd8\u62ff\u5230\u4e00\u5f20Google AdMob &amp; AdSense\u7684AI\u53d8\u73b0\u7b56\u7565\u4f20\u5355\u2014\u2014\u6838\u5fc3\u89c2\u70b9\u662f\u4f20\u7edf\u8ba2\u9605\u5236\uff08\u56fa\u5b9a$10-20\/\u6708\uff09\u5bf9\u9ad8\u6d3b\u8dc3AI\u7528\u6237\u4e0d\u9002\u5e94\uff0c\u5168\u7403\u5e73\u5747\u4ec53-5%\u7528\u6237\u613f\u610f\u4ed8\u8d39\u4f7f\u7528AI\uff0c\u5e7f\u544a\u662fAI\u65f6\u4ee3\u7684\u5fc5\u9009\u3002VC\u6b63\u5728\u629b\u5f03\u4f20\u7edfSaaS&#8221;\u4e0d\u8ba1\u6210\u672c&#8221;\u7684\u589e\u957f\u6a21\u5f0f\uff0c\u8f6c\u800c\u5173\u6ce8\u6bcf\u4e2aToken\/\u7528\u6237\u7684\u76c8\u5229\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/026-AI\u53d8\u73b0\u7b56\u7565\u4f20\u5355.jpg\" alt=\"AI\u53d8\u73b0\u7b56\u7565\u4f20\u5355\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<h2>\u4e94\u3001AI\u7cfb\u7edf\u4e0e\u4f01\u4e1a\u5e73\u53f0\uff0811:46-12:05\uff09<\/h2>\n<p>\u71b5\u6d77\u9886\u822a\uff08Shanghai Linghang\uff09\u5c55\u793a\u7684&#8221;AI CEO&#8221;\u4f01\u4e1a\u7ea7AI\u539f\u751f\u51b3\u7b56\u5e73\u53f0\uff0c\u4ece&#8221;\u4eba\u770b\u62a5\u8868&#8221;\u5230&#8221;AI\u7ed9\u5efa\u8bae\u4eba\u505a\u51b3\u5b9a&#8221;\uff0c6\u5927\u6838\u5fc3\u6a21\u5757\u8986\u76d6\u4f9b\u5e94\u94fe\u3001\u95e8\u5e97\u8fd0\u8425\u3001\u8425\u9500\u8f6c\u578b\u3001\u6570\u636e\u955c\u50cf\u3001\u8de8\u5883\u5408\u89c4\u3001\u5168\u7403\u51b3\u7b56\u6307\u6325\u4e2d\u5fc3\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/027-AI-CEO\u4f01\u4e1a\u51b3\u7b56\u5e73\u53f0.jpg\" alt=\"AI CEO\u4f01\u4e1a\u51b3\u7b56\u5e73\u53f0\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>ROBO PARTY\u7684\u841d\u535a\u5934\u5f00\u6e90\u4eba\u5f62\u673a\u5668\u4eba\u793e\u533a\u5438\u5f15\u4e86\u6211\u7684\u6ce8\u610f\u2014\u201434kg\u6574\u673a\u91cd\u91cf\u30013m\/s\u6700\u9ad8\u65f6\u901f\u3001GitHub 2K Stars\u30015000+\u793e\u533a\u6210\u5458\u3002\u800c\u4e14\u7ed3\u6784\u3001\u7535\u8def\u3001\u5de5\u5177\u3001\u7b97\u6cd5\u5168\u90e8\u5f00\u6e90\uff0c\u901a\u7528\u96f6\u4ef6+\u516c\u5f00\u7269\u6599\u660e\u7ec6\uff0c\u4eba\u4eba\u53ef\u590d\u523b\u53ef\u7ec4\u88c5\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/028-\u841d\u535a\u5934\u5f00\u6e90\u4eba\u5f62\u673a\u5668\u4eba.jpg\" alt=\"\u841d\u535a\u5934\u5f00\u6e90\u4eba\u5f62\u673a\u5668\u4eba\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u8bb0\u5fc6\u5f20\u91cfMemTensor\u7684\u53e3\u53f7\u662f&#8221;\u667a\u80fd\u59cb\u4e8e\u8bb0\u5fc6&#8221;\uff0c10k+ GitHub Stars\uff0c\u6bd4OpenAI Memory\u597d43.7%\uff0cToken\u8282\u770135.24%\uff0c500+\u4f01\u4e1a\u5408\u4f5c\u4f19\u4f34\u3002\u4ea7\u54c1\u7ebf\u4ece\u5f00\u6e90\u7248MemOS\u5230\u4e91\u670d\u52a1\u5230Hermes Agent\u7684\u672c\u5730\u8bb0\u5fc6\u63d2\u4ef6\u4e00\u5e94\u4ff1\u5168\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/029-\u8bb0\u5fc6\u5f20\u91cfMemTensor.jpg\" alt=\"\u8bb0\u5fc6\u5f20\u91cfMemTensor\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>EvoMap\u63d0\u51fa\u4e86A2A\u534f\u4f5c\u7ecf\u9a8c\u5e02\u573a+\u81ea\u8fdb\u5316\u667a\u80fd\u4f53\u5de5\u4f5c\u7ec8\u7aef\u6982\u5ff5\u3002&#8221;One agent learns, millions inherit.&#8221;\uff08\u4e00\u4e2aAgent\u5b66\u4e60\uff0c\u767e\u4e07Agent\u7ee7\u627f\uff09\u2014\u2014\u8fd9\u4e2a\u7406\u5ff5\u975e\u5e38\u6709\u524d\u77bb\u6027\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/030-EvoMap-A2A\u534f\u4f5c.jpg\" alt=\"EvoMap A2A\u534f\u4f5c\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u5fc3\u6d32\u79d1\u6280\uff08Mindverse\uff09\u7684Macaron\u6a21\u578b\u91c7\u7528\u4e86\u72ec\u7279\u7684Mixture-of-LoRA\uff08MoL\uff09\u67b6\u6784\uff1a744B\u5171\u4eab\u57fa\u5ea7 + 4\u4e2a1B LoRA\u4e13\u5bb6\u9002\u914d\u5668\uff0c\u6fc0\u6d3b\u53c2\u6570\u4ec540B\uff0c\u652f\u63011M\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u8fd9\u662f\u6211\u5728\u8fd9\u6b21\u5927\u4f1a\u4e0a\u770b\u5230\u6700\u6709\u610f\u601d\u7684\u6a21\u578b\u67b6\u6784\u521b\u65b0\u4e4b\u4e00\u3002\u5bf9\u6bd4MoE\uff08\u51bb\u7ed3\u6743\u91cd+Router\u5206\u53d1\uff09\u3001Skills\uff08\u70ed\u63d2\u62d4\u4e0a\u4e0b\u6587\uff09\u548cMoL\uff08\u70ed\u63d2\u62d4\u6743\u91cd\uff09\uff0cMacaron\u7684LoRA Pool\u8c03\u5ea6\u65b9\u6848\u63d0\u4f9b\u4e86\u66f4\u7cbe\u7ec6\u7684\u6a21\u578b\u80fd\u529b\u63a7\u5236\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/031-\u5fc3\u6d32\u79d1\u6280Macaron\u6a21\u578b.jpg\" alt=\"\u5fc3\u6d32\u79d1\u6280Macaron\u6a21\u578b\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<h2>\u516d\u3001\u534e\u4e3a\u6607\u817e\uff1a\u5168\u6808AI\u57fa\u7840\u8bbe\u65bd\u6df1\u5ea6\u5de1\u5c55\uff0814:22-14:50\uff09<\/h2>\n<p>\u4e0b\u5348\u7684\u91cd\u5934\u620f\u6765\u4e86\u3002\u534e\u4e3a\u6607\u817e\u662f\u5168\u573a\u6211\u505c\u7559\u6700\u4e45\u7684\u5c55\u53f0\uff0c\u62cd\u4e8611\u5f20\u7167\u7247\u3002<\/p>\n<p><strong>950\u8d85\u8282\u70b9 Atlas 950 SuperPoD<\/strong>\u91c7\u7528\u60ac\u6302\u5f0f\u66f2\u9762LED\u5c4f\u9635\u5217\uff0c\u5c55\u793a&#8221;\u7edf\u4e00\u5185\u5b58\u7f16\u5740&#8221;\u3001&#8221;\u5185\u5b58\u8bed\u4e49&#8221;\u3001&#8221;\u8d85\u4f4e\u65f6\u5ef6&#8221;\u7b49\u6838\u5fc3\u7279\u6027\uff0c\u73b0\u573a\u4eba\u6f6e\u6d8c\u52a8\uff0c\u5173\u6ce8\u5ea6\u6781\u9ad8\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/032-\u534e\u4e3a\u6607\u817e\u8d85\u8282\u70b9.jpg\" alt=\"\u534e\u4e3a\u6607\u817e\u8d85\u8282\u70b9\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>\u9884\u8bad\u7ec3\u65b9\u6848<\/strong>\u5c55\u793a\u4e86\u56db\u5927\u4f18\u5316\u652f\u67f1\uff1a\u8ba1\u7b97\u4f18\u5316\uff08\u4f4e\u7cbe\u8bad\u7ec3\u3001FA\u7a00\u758f\u52a0\u901f\uff09\u3001\u901a\u4fe1\u4f18\u5316\uff08URMA\u3001\u5185\u5b58\u8bed\u4e49\uff09\u3001\u5185\u5b58\u4f18\u5316\uff08\u5185\u5b58\u6c60\u5316\uff09\u3001\u5e76\u884c\u4f18\u5316\uff08FSDP2\u5e76\u884c\u3001\u901a\u7b97\u878d\u5408\uff09\u3002\u6838\u5fc3\u6307\u6807\uff1a\u8bad\u7ec3\u6548\u73871.5~1.7\u500d\u63d0\u5347\uff0c\u4e07\u5361\u96c6\u7fa4MTBF 30\u5c0f\u65f6\uff08\u4e1a\u754c\u4ec510\u5c0f\u65f6\uff09\uff0cMTTR 10\u5206\u949f\uff09\u3002\u751f\u6001\u65b9\u97622300+ API\u5bf9\u9f50PyTorch\uff0c80+\u4e3b\u6d41\u6a21\u578bFSDP2\u5f00\u7bb1\u5373\u7528\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/033-\u534e\u4e3a\u6607\u817e\u9884\u8bad\u7ec3\u65b9\u6848.jpg\" alt=\"\u534e\u4e3a\u6607\u817e\u9884\u8bad\u7ec3\u65b9\u6848\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>RL\u540e\u8bad\u7ec3\u65b9\u6848<\/strong>\u6709\u4e00\u4e2a\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6848\u4f8b\uff1a\u8f66\u9669\u7406\u8d54\u52a9\u624b\u57fa\u4e8eQwen2.5-VL-7B + RL\u8bad\u7ec3\u540e\uff0c\u5b9a\u635f\u51c6\u786e\u7387\u4ece59.4%\u98d9\u5347\u81f386.7%\uff08+46%\uff09\uff0c\u7406\u8d54\u5904\u7406\u65f6\u95f4\u4ece183\u79d2\u964d\u81f330\u79d2\uff08-84%\uff09\u30027B\u6a21\u578b\u901a\u8fc7RL\u540e\u8bad\u7ec3\u8d85\u8d8a\u4e8672B\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/034-\u534e\u4e3a\u6607\u817e\u540e\u8bad\u7ec3RL\u65b9\u6848.jpg\" alt=\"\u534e\u4e3a\u6607\u817eRL\u540e\u8bad\u7ec3\u65b9\u6848\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>Atlas AI\u6574\u4f53\u67b6\u6784<\/strong>\u5c55\u793a\u4e863000+\u884c\u4e1a\u4f19\u4f34\u30017000+\u884c\u4e1a\u65b9\u6848\u300165+\u6a21\u578b\u652f\u6301\u3002\u5168\u6808\u5f00\u53d1\u6d41\u6c34\u7ebf\u4ece\u7b97\u5b50\u5f00\u53d1\uff08Triton\uff09\u5230\u9884\u8bad\u7ec3\uff08Megatron-LM\uff09\u5230\u5fae\u8c03\uff08LLaMA-Factory\uff09\u5230RL\uff08AReaL\/verl\uff09\u5230\u63a8\u7406\u52a0\u901f\uff08vLLM\/SGLang\uff09\u5230\u5e94\u7528\uff08LangChain\/OpenClaw\uff09\uff0c\u4e00\u6c14\u5475\u6210\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/035-\u534e\u4e3aAtlas-AI\u6574\u4f53\u67b6\u6784.jpg\" alt=\"\u534e\u4e3aAtlas AI\u6574\u4f53\u67b6\u6784\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>MindSpore\u79d1\u5b66\u667a\u80fd\u4f53<\/strong>\u878d\u5408AI4S\u67b6\u6784\uff1aScience Agent\u5177\u5907\u957f\u671f\u7cbe\u786e\u63a8\u7406\uff08\u8def\u5f84\u4f18\u5316+30%\uff09\u3001\u8de8\u5b66\u79d1\u77e5\u8bc6\u878d\u5408\u3001\u5168\u6d41\u7a0b\u5e72\u6e7f\u95ed\u73af\uff08\u673a\u68b0\u81c2\u6210\u529f\u7387+70%\uff09\u3001\u6301\u7eed\u5b66\u4e60\uff08\u81ea\u6211\u6539\u8fdb+50%\uff09\u3002\u5e94\u7528\u9886\u57df\u6db5\u76d6\u65b0\u7269\u8d28\u521b\u5236\u3001\u65b0\u836f\u53d1\u73b0\u3001\u865a\u62df\u7ec6\u80de\u7814\u7a76\u7b49\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/036-\u534e\u4e3aMindSpore\u79d1\u5b66\u667a\u80fd\u4f53.jpg\" alt=\"\u534e\u4e3aMindSpore\u79d1\u5b66\u667a\u80fd\u4f53\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>\u63a8\u7406\u65b9\u6848<\/strong>\u652f\u6301200+\u6a21\u578b\u9002\u914d\uff0c\u5927\u6a21\u578b\u63a8\u74063.0x\u4e1a\u754c\u5355\u5361\u541e\u5410\uff0c\u591a\u6a21\u6001\u751f\u62101.8x\u4e1a\u754c\u6027\u80fd\u3002\u5df2\u843d\u5730750+\u5957\u8d85\u8282\u70b9\u30013.2\u4e07\u5361\u4e2d\u56fd\u6700\u5927AI\u96c6\u7fa4\u30012900+\u5ba2\u6237\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/037-\u534e\u4e3a\u6607\u817e\u63a8\u7406\u65b9\u6848.jpg\" alt=\"\u534e\u4e3a\u6607\u817e\u63a8\u7406\u65b9\u6848\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>LongCat-2.0<\/strong>\u540c\u6837\u5f15\u4eba\u6ce8\u76ee\uff1a1.6T\u603b\u53c2\u6570\/48B\u5e73\u5747\u6fc0\u6d3b\/33B~56B\u52a8\u6001\u8303\u56f4\/1M\u4e0a\u4e0b\u6587\/30T+\u8bad\u7ec3\u6570\u636e\u3002\u4e09\u5927\u67b6\u6784\u521b\u65b0\u2014\u2014LSA\u7a00\u758f\u6ce8\u610f\u529b\u5c06\u8ba1\u7b97\u91cf\u4ece\u5e73\u65b9\u7ea7\u964d\u81f3\u7ebf\u6027\u7ea7\uff1b\u96f6\u8ba1\u7b97\u4e13\u5bb6+ScMoE\u5b9e\u73b0Token\u7ea7\u52a8\u6001\u6fc0\u6d3b\uff1bMOPD\u591a\u4e13\u5bb6\u878d\u5408\u52a8\u6001\u8c03\u5ea6Agent\/Reasoning\/Interaction\u4e09\u7ec4\u4e13\u5bb6\u3002SWE-bench Pro 59.5\uff0cOpenRouter\u5168\u7403\u8c03\u7528\u91cf\u524d\u4e09\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/038-LongCat-2.0\u4e07\u4ebf\u6a21\u578b.jpg\" alt=\"LongCat-2.0\u4e07\u4ebf\u6a21\u578b\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u534e\u4e3a\u6607\u817e\u7684\u884c\u4e1a\u843d\u5730\u6848\u4f8b\u540c\u6837\u624e\u5b9e\uff1a<\/p>\n<p><strong>\u6d66\u53d1\u94f6\u884c\u00d7\u6607\u817e<\/strong>\uff1a\u7406\u8d22\u63a8\u8350\u5e76\u53d1\u63d0\u53477.5\u500d\uff0c\u63a8\u8350\u547d\u4e2d\u7387\u4ece2%\u21929.9%\u3002\u98ce\u63a7\u6a21\u578bRL\u540e\u8bad\u7ec3\u7cbe\u5ea6\u63d0\u53475\u500d\uff08\u67e5\u51c6\u73872.6%\u219216%\uff09\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/039-\u6d66\u53d1\u94f6\u884c\u6607\u817e\u5408\u4f5c.jpg\" alt=\"\u6d66\u53d1\u94f6\u884c\u6607\u817e\u5408\u4f5c\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>\u56fd\u6cf0\u6d77\u901a\u00d7\u6607\u817e<\/strong>\uff1a\u4e1a\u5185\u9996\u4e2a\u9762\u5ba2\u667a\u80fd\u4f53&#8221;\u7075\u7280&#8221;\uff0c\u4e3b\u4eceAgent\u534f\u540c\u67b6\u6784\uff08\u667a\u80fd\u89c4\u5212\u6a21\u578b+\u56db\u5927Agent+\u603b\u7ed3\u5927\u6a21\u578b\uff09\u3002PD\u5206\u79bb\u63a8\u7406\u541e\u5410\u63d0\u53473.2\u500d\uff0cPrefixCache\u4f18\u5316TTFT\u964d\u4f4e70%\uff08\u4ece10\u79d2\u964d\u81f32.8\u79d2\uff09\u3002\u8986\u76d64000\u4e07\u670d\u52a1\u5ba2\u6237\uff0c7\u00d724\u5c0f\u65f6\u966a\u4f34\u5f0f\u670d\u52a1\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/040-\u56fd\u6cf0\u6d77\u901a\u7075\u7280\u667a\u80fd\u4f53.jpg\" alt=\"\u56fd\u6cf0\u6d77\u901a\u7075\u7280\u667a\u80fd\u4f53\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><strong>\u5357\u65b9\u533b\u9662\u00d7\u6607\u817e<\/strong>\uff1a\u533b\u9662\u667a\u80fd\u4f53\u4e2d\u5fc3\uff0c\u4e09\u5c42\u667a\u80fd\u4f53\u4f53\u7cfb\uff08\u9662\u7ea7\/\u79d1\u5ba4\u7ea7\/\u4e2a\u4eba\u7ea7\uff09\u3002\u6838\u5fc3\u5e94\u7528&#8221;\u5357\u65b9\u667a\u80be&#8221;CKD\u7efc\u5408\u7ba1\u7406\u5927\u6a21\u578b\uff0c36\u5bb6\u4e09\u7532\u533b\u9662\u53c2\u4e0e\u3001\u7ea62000\u4e07\u60a3\u8005\u6570\u636e\u8bad\u7ec3\u3002&#8221;\u5357\u65b9\u667a\u9ebb&#8221;\u57fa\u4e8eDeepSeek+\u767e\u4e07\u9ebb\u9189\u75c5\u5386\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/041-\u5357\u65b9\u533b\u9662\u667a\u80fd\u4f53\u4e2d\u5fc3.jpg\" alt=\"\u5357\u65b9\u533b\u9662\u667a\u80fd\u4f53\u4e2d\u5fc3\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<h2>\u4e03\u3001\u4e0a\u6d77AI\u751f\u6001\u4e0e\u4f01\u4e1aAgent\u5e73\u53f0\uff0814:50-15:34\uff09<\/h2>\n<p>\u542f\u5143Q1\u4e2a\u4eba\u673a\u5668\u4eba\uff1a\u767d\u8272\u6d41\u7ebf\u578b\u673a\u8eab\uff0c\u65e0\u8138\u8bbe\u8ba1\uff08\u9ed1\u8272\u955c\u9762\u9762\u7f69\uff09\uff0c\u7b80\u7ea6\u5706\u6da6\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/042-\u542f\u5143Q1\u4e2a\u4eba\u673a\u5668\u4eba.jpg\" alt=\"\u542f\u5143Q1\u4e2a\u4eba\u673a\u5668\u4eba\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u4e0a\u6d77AI\u4ea7\u4e1a\u751f\u6001\u5c55\u793a\u7684\u6570\u636e\u975e\u5e38\u9707\u64bc\uff1a\u5168\u5e02\u667a\u80fd\u7b97\u529b\u89c4\u6a21\u8d85\u8fc717\u4e07P\uff0c\u5e02\u7ea7\u667a\u7b97\u8c03\u5ea6\u5e73\u53f0\u7eb3\u7ba1\u7b97\u529b\u7a81\u78343.5\u4e07P\u3002\u5df2\u5efa\u6210\u6570\u636e\u96c6\u8d85\u8fc73400\u4e2a\uff0c\u8bed\u6599\u603b\u89c4\u6a21\u8d8570PB\u3002169\u6b3e\u5927\u6a21\u578b\u901a\u8fc7\u5907\u6848\uff0c\u4ee3\u8868\u673a\u6784\u5305\u62ec\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3001\u9636\u8dc3\u661f\u8fb0\u3001MiniMax\u3001\u5546\u6c64\u79d1\u6280\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/043-\u4e0a\u6d77AI\u4ea7\u4e1a\u751f\u6001.jpg\" alt=\"\u4e0a\u6d77AI\u4ea7\u4e1a\u751f\u6001\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/044-\u6a21\u901f\u7a7a\u95f4\u5317\u6768AI\u5c0f\u9547.jpg\" alt=\"\u6a21\u901f\u7a7a\u95f4\u5317\u6768AI\u5c0f\u9547\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u4eba\u624d\u65b9\u9762\uff1aAI\u4eba\u624d\u8fd130\u4e07\u4eba\uff0c14\u6240\u9ad8\u6821\u8bbeAI\u7814\u7a76\u9662\uff0c19\u6240\u9ad8\u6821\u5f00AI\u4e13\u4e1a\u3002\u4ea7\u4e1a\u6295\u8d44\u6bcf\u5e74\u53d1\u653e\u7b97\u529b\u5238\/\u6a21\u578b\u5238\/\u8bed\u6599\u523810\u4ebf\u5143\uff0c\u5e02\u7ea7AI\u5148\u5bfc\u4ea7\u4e1a\u6bcd\u57fa\u91d1225\u4ebf\u5143\u3002\u8fd8\u6709OPC\u65b0\u4e1a\u6001\u2014\u2014\u57f9\u80b2&#8221;\u4e2a\u4eba+AI=\u56e2\u961f&#8221;\u65b0\u6a21\u5f0f\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/045-\u4e0a\u6d77AI\u4eba\u624d\u4ea7\u4e1a\u6295\u8d44.jpg\" alt=\"\u4e0a\u6d77AI\u4eba\u624d\u4ea7\u4e1a\u6295\u8d44\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>Deepexi\uff08\u6ef4\u666e\u79d1\u6280\uff09\u7684\u4f01\u4e1aAgent\u5e73\u53f0\u7ed9\u6211\u7559\u4e0b\u4e86\u6df1\u523b\u5370\u8c61\u3002400B\u53c2\u6570MoE\u67b6\u6784+\u672c\u4f53\u63a8\u7406\u7684\u4f01\u4e1a\u5927\u6a21\u578b\uff0c\u6838\u5fc3\u7406\u5ff5\u662f&#8221;Deepexi doesn&#8217;t replace general models \u2014 it adds the &#8216;enterprise semantic layer&#8217; that AI lacks most.&#8221;Living Enterprise Memory\u4e09\u5c42\u673a\u5236\u5c06\u4f01\u4e1a\u6570\u636e\u548c\u4e2a\u4eba\u7684Know-how\u8f6c\u5316\u4e3a\u53ef\u63a8\u7406\u7684\u77e5\u8bc6\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/046-Deepology\u4f01\u4e1a\u672c\u4f53Skills.jpg\" alt=\"Deepology\u4f01\u4e1a\u672c\u4f53Skills\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/047-Deepexi\u4f01\u4e1a\u5927\u6a21\u578b.jpg\" alt=\"Deepexi\u4f01\u4e1a\u5927\u6a21\u578b\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/048-DeepWorks\u6838\u5fc3\u80fd\u529b.jpg\" alt=\"DeepWorks\u6838\u5fc3\u80fd\u529b\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/049-DeepexiOS\u4f01\u4e1a\u64cd\u4f5c\u7cfb\u7edf.jpg\" alt=\"DeepexiOS\u4f01\u4e1a\u64cd\u4f5c\u7cfb\u7edf\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<h2>\u516b\u3001\u7aef\u4fa7AI\u82af\u7247\u4e0eAI\u5b89\u5168\uff0815:02-15:31\uff09<\/h2>\n<p>\u745e\u82af\u5faeRockchip\u5c55\u793a\u4e86AIoT 2.0\u548cRK1828\u82af\u7247\uff0c\u4e3b\u6253\u7aef\u4fa7\u539f\u751f\u63a8\u7406\uff0c\u652f\u63017B 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decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/052-\u745e\u82af\u5faeRK182X\u6027\u80fd.jpg\" alt=\"\u745e\u82af\u5faeRK182X\u6027\u80fd\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/053-\u745e\u82af\u5faeRK182X\u6a21\u578b\u652f\u6301.jpg\" alt=\"\u745e\u82af\u5faeRK182X\u6a21\u578b\u652f\u6301\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>Cisco\u4e0eSplunk\u8054\u5408\u5c55\u793a\u7684&#8221;AI\u5e94\u7528\u4e0e\u667a\u80fd\u4f53\u5b89\u5168\u68c0\u67e5\u7ad9&#8221;\u662f\u5b89\u5168\u9886\u57df\u7684\u4e00\u5927\u4eae\u70b9\u3002\u56db\u7ad9\u5b89\u5168\u6d41\u6c34\u7ebf\uff1a\u8d27\u6e90\u68c0\u67e5\uff08Cisco DefenseClaw\uff09\u2192 \u5bf9\u8bdd\u9632\u62a4 \u2192 \u5de5\u5177\u9632\u62a4 \u2192 \u5b89\u5168\u6c99\u7bb1\uff08Cisco 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src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/057-EClaw\u79c1\u6709\u5316\u90e8\u7f72.jpg\" alt=\"EClaw\u79c1\u6709\u5316\u90e8\u7f72\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/058-EClaw\u7cfb\u7edf\u67b6\u6784.jpg\" alt=\"EClaw\u7cfb\u7edf\u67b6\u6784\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" 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src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/062-\u8282\u5361JAKA\u5177\u8eab\u667a\u80fd\u4ea7\u54c1\u5bb6\u65cf.jpg\" alt=\"\u8282\u5361JAKA\u5177\u8eab\u667a\u80fd\u4ea7\u54c1\u5bb6\u65cf\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u52a0\u901f\u8fdb\u5316Booster\u5c55\u53f0\u94fa\u4e86\u7eff\u8335\u8db3\u7403\u573a\uff0c\u6709\u821e\u72ee\u8868\u6f14\u548c\u4eba\u5f62\u673a\u5668\u4eba\u8db3\u7403\u5c55\u793a\u3002\u4ed6\u4eec\u60ac\u6302\u4e86RoboCup\u673a\u5668\u4eba\u4e16\u754c\u676f\u51a0\u519b\u6a2a\u5e45\uff08\u97e9\u56fd\u00b72026\uff09\uff0c&#8221;THE CHAMPION BEHIND THE CHAMPIONS&#8221;\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/tomly.net\/wp-content\/uploads\/2026\/07\/063-\u52a0\u901f\u8fdb\u5316RoboCup\u51a0\u519b.jpg\" alt=\"\u52a0\u901f\u8fdb\u5316RoboCup\u51a0\u519b\" style=\"max-width:100%;height:auto;border-radius:8px;margin:10px 0\" \/><\/p>\n<p>\u5085\u5229\u53f6GR 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