{"id":748,"date":"2026-07-20T14:24:28","date_gmt":"2026-07-20T06:24:28","guid":{"rendered":"http:\/\/tomly.net\/?p=748"},"modified":"2026-07-20T14:30:07","modified_gmt":"2026-07-20T06:30:07","slug":"2026-waic-%e4%b8%96%e7%95%8c%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%a4%a7%e4%bc%9a%e5%8f%82%e8%a7%82%e8%ae%b0%ef%bc%9a8%e5%b0%8f%e6%97%b6%e6%b7%b1%e5%ba%a6%e5%b7%a1%e5%b1%9530%e5%b1%95%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/tomly.net\/?p=748","title":{"rendered":"2026 WAIC \u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u53c2\u89c2\u8bb0\uff1a8\u5c0f\u65f6\u6df1\u5ea6\u5de1\u5c5530+\u5c55\u53f0"},"content":{"rendered":"

2026\u5e747\u670818\u65e5\uff0c\u5468\u516d\uff0c\u9634\u5929\u3002\u6211\u4ece\u65e9\u4e0a9\u70b9\u51fa\u53d1\uff0c\u5728\u4e0a\u6d77\u4e16\u535a\u5c55\u89c8\u9986\u5ea6\u8fc7\u4e86\u4e00\u6574\u5929\u7684WAIC\u4e4b\u65c5\uff0c\u76f4\u5230\u4e0b\u53485\u70b9\u624d\u4f9d\u4f9d\u4e0d\u820d\u5730\u79bb\u5f00\u3002\u5168\u7a0b\u7ea68\u5c0f\u65f6\uff0c\u62cd\u4e8670\u5f20\u7167\u7247\uff0c\u8986\u76d6\u4e8630\u591a\u4e2a\u5c55\u53f0\u3002\u8fd9\u662f\u4e00\u6b21\u4fe1\u606f\u91cf\u7206\u70b8\u7684\u884c\u7a0b\uff0c\u8ba9\u6211\u5c3d\u91cf\u628a\u5370\u8c61\u6df1\u523b\u7684\u8bb0\u5f55\u4e0b\u6765\u3002<\/p>\n

\ud83c\udfdb\ufe0f \u5f00\u573a\uff1a\u4eba\u6f6e\u6c79\u6d8c\u7684WAIC<\/h2>\n

\u4e16\u535a\u5c55\u89c8\u9986\u95e8\u53e3\u5927\u6392\u957f\u9f99\uff0c\u4eba\u6f6e\u6d8c\u52a8\u3002\u4eca\u5e74\u7684\u4e3b\u9898\u662f”\u667a\u80fd\u4f19\u4f34 \u5171\u521b\u672a\u6765 \/ AI PARTNERSHIP FOR A BRIGHTER FUTURE”\u3002<\/p>\n

\"WAIC<\/p>\n

\u8fdb\u5c55\u9986\u7b2c\u4e00\u773c\u770b\u5230\u7684\u5c31\u662f\u5b87\u6811\u79d1\u6280Unitree\u7684\u4eba\u5f62\u673a\u5668\u4ebaH1\u578b\u53f7\uff0c\u7ea2\u8272\u673a\u8eab\u975e\u5e38\u9192\u76ee\u3002<\/p>\n

\"\u5b87\u6811Unitree\u4eba\u5f62\u673a\u5668\u4eba\"<\/p>\n

\u2601\ufe0f Agent\u57fa\u7840\u8bbe\u65bd\uff1aPPIO\u7684\u91ce\u5fc3<\/h2>\n

PPIO\u7684\u5c55\u53f0\u7ed9\u4e86\u6211\u4e0d\u5c11\u60ca\u559c\u3002\u8054\u5408\u521b\u59cb\u4eba\u662fPPTV\u521b\u59cb\u4eba\u59da\u6b23\u548c\u9996\u5e2d\u67b6\u6784\u5e08\u738b\u95fb\u5b87\uff0c2018\u5e74\u6210\u7acb\u3002\u4ed6\u4eec\u7684\u53e3\u53f7\u662f”\u8ba9Agent\u8dd1\u5f97\u987a\u3001\u7ad9\u5f97\u7a33\u3001\u5e72\u5f97\u6210”\u3002<\/p>\n

\u51e0\u4e2a\u5173\u952e\u6570\u636e\u8db3\u4ee5\u8bf4\u660e\u4ed6\u4eec\u7684\u89c4\u6a21\uff1a5000+\u5168\u7403\u7b97\u529b\u8282\u70b9\u3001200+\u4e3b\u6d41\u5927\u6a21\u578b\u300112,000\u4ebf+\u65e5\u5747Token\u8c03\u7528\u91cf<\/strong>\u3002\u6700\u60ca\u4eba\u7684\u662fAgent\u6c99\u7bb1\u89c4\u6a21\u589e\u957f\u4e86123\u500d<\/strong>\uff0c\u6ce8\u518c\u5f00\u53d1\u8005\u8fbe\u523066.6\u4e07+\u3002<\/p>\n

\"PPIO<\/p>\n

PPIO\u7684\u4e09\u5927\u5e73\u53f0\u5f88\u6709\u610f\u601d\uff1a\u6a21\u578b\u670d\u52a1\u5e73\u53f0\uff08\u4e2d\u7acbToken\u5de5\u5382\uff09\u3001Agent Harness\u5e73\u53f0\uff08\u56fd\u5185\u9996\u6b3e\u517c\u5bb9E2B\u7684\u6c99\u7bb1\uff0c\u542f\u52a8\u65f6\u5ef6<200ms\uff09\u3001\u4ee5\u53caAgent\u63a5\u5165\u5e73\u53f0\uff08\u652f\u6301CLI\/MCP\/Skills\uff09\u3002\u4ed6\u4eec\u751a\u81f3\u76f4\u63a5\u7ba1\u81ea\u5bb6\u7684\u6258\u7ba1\u670d\u52a1\u53ebPPClaw\u548cPPHermes\u2014\u2014\u8ddfHermes Agent\u540c\u540d\uff0c\u770b\u6765\u82f1\u96c4\u6240\u89c1\u7565\u540c\u3002<\/p>\n

\ud83e\udde0 \u65e0\u95ee\u82af\u7a79\uff1aRLinF\u5f3a\u5316\u5b66\u4e60\u6846\u67b6<\/h2>\n

\u65e0\u95ee\u82af\u7a79\uff08INFINGENCE\uff09\u8054\u5408\u6e05\u534e\u5927\u5b66\u53d1\u5e03\u4e86\u5168\u7403\u9996\u4e2a\u9762\u5411\u5177\u8eab\u667a\u80fd\u7684\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5f00\u6e90\u6846\u67b6RLinF\u3002GitHub Star 4000+\uff0c\u6bcf\u5468\u4ecd\u670950-100\u7684\u589e\u957f\u3002\u7cfb\u7edf\u63d0\u901f\u8d85120%\uff0c\u6a21\u578b\u6027\u80fd\u8dc3\u534740%~60%\u3002<\/p>\n

\"RLinF\u5177\u8eab\u667a\u80fd\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\"<\/p>\n

\ud83c\udfc6 \u534e\u4e3a\u6607\u817e\uff1a\u5168\u6808AI\u57fa\u7840\u8bbe\u65bd\uff08\u5168\u573a\u6700\u91cd\u78c5\uff09<\/h2>\n

\u534e\u4e3a\u5728\u6607\u817e\u5c55\u53f0\u5c55\u793a\u4e86\u4ece\u82af\u7247\u5230\u8d85\u8282\u70b9\u5230\u9884\u8bad\u7ec3\/RL\/\u63a8\u7406\u518d\u5230\u884c\u4e1a\u843d\u5730\u7684\u5168\u6808AI\u57fa\u7840\u8bbe\u65bd\u65b9\u6848\uff0c\u662f\u6211\u505c\u7559\u6700\u4e45\u7684\u5c55\u53f0\uff0c\u62cd\u4e8611\u5f20\u7167\u7247\u3002<\/p>\n

950\u8d85\u8282\u70b9 Atlas 950 SuperPoD<\/strong>\u91c7\u7528\u7edf\u4e00\u5185\u5b58\u7f16\u5740\uff0c\u60ac\u6302\u5f0f\u66f2\u9762LED\u5c4f\u9635\u5217\u975e\u5e38\u9707\u64bc\u3002<\/p>\n

\"\u534e\u4e3a\u6607\u817e950\u8d85\u8282\u70b9\"<\/p>\n

\u534e\u4e3a\u7684\u9884\u8bad\u7ec3\u65b9\u6848\u5c55\u793a\u4e86\u4e00\u4e2a\u5bf9\u6bd4\uff1a\u8bad\u7ec3\u6548\u7387\u63d0\u53471.5~1.7\u500d\uff0c\u4e07\u5361\u96c6\u7fa4MTBF\u8fbe\u523030\u5c0f\u65f6\uff08\u4e1a\u754c\u4ec510\u5c0f\u65f6\uff09\uff0cMTTR\u5c0f\u4e8e3\u5206\u949f\u3002\u751f\u6001\u65b9\u97622300+ API\u5bf9\u9f50PyTorch\uff0c80+\u4e3b\u6d41\u6a21\u578bFSDP2\u5f00\u7bb1\u5373\u7528\u3002<\/p>\n

\u540e\u8bad\u7ec3\uff08RL\u5f3a\u5316\u5b66\u4e60\uff09\u65b9\u6848\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

\u63a8\u7406\u65b9\u9762\uff0c\u6607\u817e\u63a8\u7406\u65b9\u6848\u652f\u6301200+\u6a21\u578b\u9002\u914d\uff0c\u5927\u6a21\u578b\u63a8\u7406\u8fbe\u52303.0\u500d\u4e1a\u754c\u5355\u5361\u541e\u5410\uff0c\u5df2\u843d\u5730750+\u5957\u8d85\u8282\u70b9\u30013.2\u4e07\u5361\u4e2d\u56fd\u6700\u5927AI\u96c6\u7fa4\u3002<\/p>\n

LongCat-2.0\u540c\u6837\u5f15\u4eba\u6ce8\u76ee\uff1a1.6T\u603b\u53c2\u6570\/48B\u5e73\u5747\u6fc0\u6d3b\/1M\u4e0a\u4e0b\u6587\/30T+\u8bad\u7ec3\u6570\u636e<\/strong>\uff0c\u91c7\u7528LSA\u7a00\u758f\u6ce8\u610f\u529b\u5c06\u8ba1\u7b97\u91cf\u4ece\u5e73\u65b9\u7ea7\u964d\u81f3\u7ebf\u6027\u7ea7\u3002OpenRouter\u5168\u7403\u8c03\u7528\u91cf\u524d\u4e09\u3002<\/p>\n

\"LongCat-2.0\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\"<\/p>\n

\ud83e\udd16 \u4e2a\u4eba\u673a\u5668\u4eba\uff1a\u4ece\u6982\u5ff5\u8d70\u5411\u5bb6\u5ead<\/h2>\n

\u4e0b\u5348\u548c\u508d\u665a\u7684\u4eba\u5f62\u673a\u5668\u4eba\u5c55\u533a\u662f\u6700\u6709\u8da3\u7684\u73af\u8282\u4e4b\u4e00\u3002<\/p>\n

\u542f\u5143Q1<\/strong>\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

\"\u542f\u5143Q1\u4e2a\u4eba\u673a\u5668\u4eba\"<\/p>\n

\u52a0\u901f\u8fdb\u5316Booster<\/strong>\u5c55\u53f0\u94fa\u4e86\u7eff\u8335\u8db3\u7403\u573a\uff0c\u821e\u72ee\u8868\u6f14\u6d3b\u8dc3\u6c14\u6c1b\uff0c\u60ac\u6302RoboCup\u673a\u5668\u4eba\u4e16\u754c\u676f\u51a0\u519b\u6a2a\u5e45\uff08\u97e9\u56fd\u00b72026\uff09\u3002\u8eab\u7a7f\u84dd\u767d\u6761\u7eb910\u53f7\u7403\u8863\u7684\u4eba\u5f62\u673a\u5668\u4eba\u7403\u5458\u975e\u5e38\u6709\u559c\u611f\u3002<\/p>\n

\"\u52a0\u901f\u8fdb\u5316RoboCup\u51a0\u519b\"<\/p>\n

\u5085\u5229\u53f6GR Nano<\/strong>\u684c\u9762\u7ea7\u966a\u4f34\u673a\u5668\u4eba\u2014\u2014\u5c0f\u5de7\u767d\u8272\u4eba\u5f62\u8bbe\u8ba1\uff0c\u5706\u6da6\u5927\u5934+\u84dd\u8272\u5927\u773c\u775b\uff0c\u7a7f\u7740\u84dd\u767d\u6761\u7eb9\u886b\uff0c\u653e\u7f6e\u5728\u5fae\u7f29\u5c45\u5bb6\u573a\u666f\u4e2d\uff08\u6709\u753b\u67b6\u3001\u76c6\u683d\u3001\u5409\u4ed6\u3001\u7559\u58f0\u673a\uff09\u3002\u5b9a\u4f4d\u662f\u60c5\u611f\u4ea4\u4e92\u4e0e\u5bb6\u5c45\u88c5\u9970\u3002<\/p>\n

\"\u5085\u5229\u53f6GR<\/p>\n

\ud83c\udfe0 Bumi \u5c0f\u5e03\u7c73\uff1a\u4e2a\u4eba\u673a\u5668\u4ebaOTA V3.0<\/h2>\n

NOETIX\uff08\u8bfa\u4ea6\u817e\uff09\u7684Bumi\u5c0f\u5e03\u7c73\u5b9a\u4f4d\u4e3a”\u4f60\u7684\u7b2c\u4e00\u4e2a\u4e2a\u4eba\u673a\u5668\u4eba”\uff0c\u73b0\u573a\u642d\u4e86\u9732\u8425\u5e10\u7bf7\u3001\u6298\u53e0\u6905\u7b49\u5bb6\u5c45\u573a\u666f\uff0c\u975e\u5e38\u6e29\u99a8\u3002OTA V3.0\u65b0\u589e\u4e86”\u5148\u73a9\u518d\u4e70”\u4f53\u9a8c\u6a21\u5f0f\u3001\u81ea\u52a8\u8fde\u63a5\u4e0e\u91cd\u8fde\u3001\u793a\u6559+\u884c\u8d70\u7b49\u529f\u80fd\u3002<\/p>\n

\"NOETIX\u677e\u5ef6Bumi\u5c0f\u5e03\u7c73\"<\/p>\n

\ud83d\udcca \u884c\u4e1a\u8d8b\u52bf\u89c2\u5bdf<\/h2>\n

\u4e00\u5929\u7684WAIC\u901b\u4e0b\u6765\uff0c\u6709\u51e0\u4e2a\u660e\u663e\u7684\u8d8b\u52bf\uff1a<\/p>\n

    \n
  1. Agent\u57fa\u7840\u8bbe\u65bd\u8d70\u5411\u6210\u719f<\/strong>\uff1aPPIO\u7684Agent\u6c99\u7bb1\uff08123\u00d7\u589e\u957f\uff09\u3001\u8682\u8681\u7684\u56db\u5927Sandbox\u3001EClaw\u7684\u79c1\u6709\u5316\u90e8\u7f72\u2014\u2014Agent\u8fd0\u884c\u73af\u5883\u5df2\u6210\u4e3a\u72ec\u7acb\u8d5b\u9053<\/li>\n
  2. \u534e\u4e3a\u6607\u817e\u5168\u6808\u8ffd\u8d76<\/strong>\uff1a\u4ece\u9884\u8bad\u7ec3\u2192\u540e\u8bad\u7ec3RL\u2192\u63a8\u7406\u2192\u79d1\u5b66\u667a\u80fd\u4f53\u2192\u884c\u4e1a\u843d\u5730\uff0c\u8986\u76d6\u6574\u4e2aAI\u5f00\u53d1\u6d41\u6c34\u7ebf\uff0c\u6570\u636e\u5bf9\u6bd4\u5168\u9762\u5bf9\u6807NVIDIA<\/li>\n
  3. \u7aef\u4fa7AI\u7206\u53d1<\/strong>\uff1a\u745e\u82af\u5faeRK182X\u652f\u63017B\u6a21\u578b\u7aef\u4fa7\u539f\u751f\u63a8\u7406\uff0c\u7aef\u4fa7Agent\u6210\u4e3a\u8d8b\u52bf<\/li>\n
  4. \u4e2a\u4eba\u673a\u5668\u4eba\u5143\u5e74<\/strong>\uff1a\u4ece\u684c\u9762\u7ea7\uff08\u5085\u5229\u53f6GR Nano\uff09\u5230\u5bb6\u5ead\u901a\u7528\uff08Bumi\uff09\u5230\u79df\u8d41\u6a21\u5f0f\uff083000\u5143\/\u6708\uff09\uff0c\u6d88\u8d39\u7ea7\u4eba\u5f62\u673a\u5668\u4eba\u6b63\u5728\u8d70\u5411\u843d\u5730<\/li>\n
  5. AI\u5b89\u5168\u6210\u4e3a\u521a\u9700<\/strong>\uff1aCisco\/Splunk\u8054\u624b\u63a8\u51faAI Agent\u5b89\u5168\u68c0\u67e5\u7ad9\uff0c\u6210\u4e3a\u5b89\u5168\u9886\u57df\u7684\u6807\u5fd7\u6027\u4ea7\u54c1<\/li>\n
  6. \u4e0a\u6d77AI\u751f\u6001<\/strong>\uff1a17\u4e07P\u7b97\u529b\u30013400+\u6570\u636e\u96c6\u3001169\u6b3e\u5907\u6848\u6a21\u578b\u300130\u4e07AI\u4eba\u624d\u3001225\u4ebf\u6bcd\u57fa\u91d1\u2014\u2014\u653f\u5e9c\u5c42\u9762\u7cfb\u7edf\u6027\u6295\u5165<\/li>\n<\/ol>\n

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