{"id":1346,"date":"2026-06-12T09:03:27","date_gmt":"2026-06-12T01:03:27","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/06\/12\/x-daily-2026-06-11\/"},"modified":"2026-06-12T09:03:27","modified_gmt":"2026-06-12T01:03:27","slug":"x-daily-2026-06-11","status":"publish","type":"post","link":"https:\/\/en.blog.liu-qi.cn\/2026\/06\/12\/x-daily-2026-06-11\/","title":{"rendered":"X \u5e73\u53f0 6\u670811\u65e5 AI \u7b80\u8baf\uff5cAnthropic Fable 5\u5f15\u53d1\u6d88\u8017\u4e89\u8bae\uff0c\u963f\u91ccAI\u67b6\u6784\u5927\u8c03\u6574\uff0c\u8c37\u6b4c\u5f00\u6e90\u6587\u672c\u6269\u6563\u6a21\u578b"},"content":{"rendered":"<h2 id=\"topic-506bcc3274\">Anthropic Fable 5 \u53d1\u5e03\u540e\u5f15\u53d1 token \u6d88\u8017\u6d77\u5578\u4e0e\u5b89\u5168\u7b56\u7565\u4e89\u8bae<\/h2>\n<p>Anthropic \u65b0\u6a21\u578b Fable 5 \u53d1\u5e03\u540e\uff0c\u5f00\u53d1\u8005\u793e\u533a\u8fc5\u901f\u51fa\u73b0 token \u6d88\u8017\u66b4\u589e\u7684\u53cd\u9988\u3002\u4e00\u4e2a MTS \u56e2\u961f\u7684\u6210\u5458\u5728 10 \u5c0f\u65f6\u5185\u6d88\u8017\u4e86\u76f8\u5f53\u4e8e 1500 \u7f8e\u5143\u7684\u989d\u5ea6\uff0c\u5e76\u4e09\u6b21\u89e6\u53d1\u4f7f\u7528\u4e0a\u9650\uff1b\u56e2\u961f\u4e00\u534a\u6210\u5458\u5728\u5de5\u7a0b\u5de5\u4f5c\u4e2d\u8fbe\u5230\u914d\u989d\u9650\u5236\u3002SemiAnalysis \u7684\u5b9e\u6d4b\u663e\u793a\uff0c200 \u7f8e\u5143\/\u6708\u7684 Claude Max \u8ba2\u9605\u65b9\u6848\u5b9e\u9645\u53ef\u6d88\u8017\u7b49\u503c\u7ea6 8000 \u7f8e\u5143\u7684 API \u989d\u5ea6\uff0c\u8fdc\u8d85\u6b64\u524d\u666e\u904d\u9884\u671f\u7684 2000 \u7f8e\u5143\u4e0a\u9650\u3002\u4e0e\u6b64\u540c\u65f6\uff0cFable 5 \u5bf9\u9ad8\u98ce\u9669\u4efb\u52a1\u7684\u62d2\u7edd\u673a\u5236\u5f15\u53d1\u4e0d\u6ee1\u2014\u2014\u6709\u7528\u6237\u53cd\u6620\u6a21\u578b\u5728\u7f51\u7edc\u5b89\u5168\u3001\u751f\u7269\u79d1\u5b66\u3001\u6a21\u578b\u84b8\u998f\u548c\u8d8a\u72f1\u7b49\u65b9\u5411\u4f1a\u4e3b\u52a8\u7f62\u5de5\u3002Anthropic \u968f\u540e\u9053\u6b49\u5e76\u5ba3\u5e03\u8c03\u6574\uff1a\u88ab\u6807\u8bb0\u7684\u8bf7\u6c42\u5c06\u56de\u9000\u5230 Opus 4.8 \u5e76\u5bf9\u7528\u6237\u53ef\u89c1\uff0cAPI \u7aef\u4f1a\u8fd4\u56de\u62d2\u7edd\u539f\u56e0\uff0c\u4f46\u62d2\u7edd\u7b56\u7565\u672c\u8eab\u4e0d\u4f1a\u53d6\u6d88\u3002\u591a\u4f4d\u535a\u4e3b\u8ba4\u4e3a\u8fd9\u662f&quot;\u9053\u6b49\u4f46\u4e0d\u6539&quot;\u3002Fable 5 \u7684\u80fd\u529b\u540c\u65f6\u50ac\u751f\u4e86\u65b0\u7684\u5de5\u4f5c\u6d41\u5b9e\u8df5\uff1a\u6709\u4eba\u5c55\u793a\u7528 Fable \u7f16\u5199\u4ee3\u7801\u548c\u547d\u4ee4\u884c\u5de5\u5177\u5b8c\u6210\u89c6\u9891\u5168\u6d41\u7a0b\u526a\u8f91\uff0c\u5305\u62ec Whisper \u8f6c\u5199\u3001AI \u9009\u955c\u5934\u3001FFmpeg \u7c97\u526a\u3001\u4ee3\u7801\u8c03\u8272\u3001Remotion \u52a8\u753b\u548c Figma MCP \u534f\u4f5c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@jerryjliu0: <a href=\"https:\/\/x.com\/jerryjliu0\/status\/2064887641859088701\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/jerryjliu0\/status\/2064887641859088701<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2065025394957516821\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2065025394957516821<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2065074986487067082\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2065074986487067082<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2064966436876099943\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2064966436876099943<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2064904545298194855\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2064904545298194855<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2064979903607640341\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2064979903607640341<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-9591418e1e\">\u963f\u91cc\u5927\u6362\u8840\uff1a\u9489\u9489\u6362\u5e05\u3001\u88c1\u5458\u4f20\u95fb\u4e0e AI \u67b6\u6784\u4e09\u8fde\u8c03<\/h2>\n<p>\u963f\u91cc\u5df4\u5df4\u5728 6 \u6708 11 \u65e5\u96c6\u4e2d\u51fa\u73b0\u591a\u9879\u91cd\u5927\u53d8\u52a8\u3002\u9489\u9489 CEO \u9648\u822a\u5378\u4efb\uff0c\u7531 1992 \u5e74\u51fa\u751f\u7684\u6280\u672f\u578b\u8fde\u7eed\u521b\u4e1a\u8005\u9648\u5b87\u68ee\u63a5\u68d2\uff0c\u540e\u8005\u66fe\u521b\u529e\u957f\u4ead\u79d1\u6280\u5e76\u88ab\u963f\u91cc\u4e91\u6536\u8d2d\uff0c2025 \u5e74\u5728\u963f\u91cc\u4e91\u5185\u90e8\u521b\u4e1a\u7814\u53d1\u4e86 AI Agent \u4ea7\u54c1 MuleRun\u3002\u6b64\u524d\u4e00\u5929\uff0c\u963f\u91cc\u5408\u4f19\u4eba\u59d4\u5458\u4f1a\u5728\u5185\u7f51\u53d1\u5e03\u300a\u6709\u60c5\u6709\u4e49\u6709\u6210\u957f\uff0c\u624d\u662f\u963f\u91cc\u6587\u5316\u300b\uff0c\u4e25\u5389\u6279\u8bc4\u9489\u9489\u56e2\u961f\u7684\u7ba1\u7406\u65b9\u5f0f\uff0c\u79f0\u5176&quot;\u4e0d\u662f\u963f\u91cc\u6587\u5316\u8be5\u6709\u7684\u6837\u5b50&quot;\uff0c\u5f3a\u8c03 AI \u65f6\u4ee3\u521b\u65b0\u4f9d\u9760\u7684\u662f\u70ed\u7231\u548c\u521b\u9020\u529b\u800c\u975e\u9ad8\u538b\u6267\u884c\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u591a\u4f4d\u535a\u4e3b\u8f6c\u53d1\u88c1\u5458\u6d88\u606f\uff0c\u79f0\u963f\u91cc\u4fdd\u5b88\u88c1\u5458 35%\uff0c\u90e8\u5206\u6280\u672f\u90e8\u95e8\u8fbe 50%\u3002\u5728 AI \u7ec4\u7ec7\u5c42\u9762\uff0c\u963f\u91cc\u4e8e 6 \u6708 8 \u65e5\u5c06\u901a\u4e49\u5927\u6a21\u578b\u4e8b\u4e1a\u90e8\u548c\u672a\u6765\u751f\u6d3b\u5b9e\u9a8c\u5ba4\u5408\u5e76\u6210\u7acb TokenFoundry \u4e8b\u4e1a\u90e8\uff0c\u7531 CEO \u5434\u6cf3\u94ed\u76f4\u63a5\u8d1f\u8d23\uff0c\u5468\u9756\u4eba\u8f6c\u4efb\u9996\u5e2d\u79d1\u5b66\u5bb6\u7275\u5934 AI \u672a\u6765\u7814\u7a76\u9662\u3002\u8fd9\u662f\u963f\u91cc\u4e09\u4e2a\u6708\u5185\u7b2c\u4e09\u6b21\u8c03\u6574 AI \u67b6\u6784\uff0c\u76ee\u6807\u662f\u5c06\u6a21\u578b\u3001\u4ea7\u54c1\u548c token \u6d88\u8017\u573a\u666f\u6574\u5408\u5230\u4e00\u6761\u7ebf\u4e0a\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2064895669052293218\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2064895669052293218<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2065017307001487743\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2065017307001487743<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2064783169577189593\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2064783169577189593<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2064949833597919459\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2064949833597919459<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2064942577271607629\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2064942577271607629<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-0cf8811db9\">ChatGPT \u571f\u8033\u5176\u533a\u534a\u4ef7\u7ec8\u7ed3\uff0cAI \u8ba2\u9605\u5b9a\u4ef7\u6b63\u8fce\u6765\u62d0\u70b9<\/h2>\n<p>ChatGPT \u571f\u8033\u5176\u533a\u534a\u4ef7\u4f18\u60e0\u5df2\u53d6\u6d88\uff0c\u6b64\u524d\u7ea6 80 \u5143\u4eba\u6c11\u5e01\/\u6708\u7684 Plus \u5957\u9910\u4e0d\u518d\u53ef\u7528\u3002\u6709\u535a\u4e3b\u611f\u53f9&quot;\u5929\u624d\u7a0b\u5e8f\u5458\u662f\u600e\u4e48\u9668\u843d\u7684&quot;\uff0c\u5e76\u5c06\u5176\u4e0e\u571f\u8033\u5176\u533a\u6da8\u4ef7\u5230 999 \u91cc\u62c9\u8054\u7cfb\u8d77\u6765\u3002\u5728\u66f4\u5b8f\u89c2\u7684\u5c42\u9762\uff0cSemiAnalysis \u7684\u5b9e\u6d4b\u63ed\u793a\u4e86\u4e00\u4e2a\u5b9a\u4ef7\u56f0\u5883\uff1a200 \u7f8e\u5143\/\u6708\u7684 Claude Max 20 \u500d\u5957\u9910\u53ef\u6d88\u8017\u7ea6 8000 \u7f8e\u5143\u7b49\u503c\u989d\u5ea6\uff0cChatGPT Pro 20 \u500d\u4f1a\u5458\u66f4\u9ad8\u8fbe 14000 \u7f8e\u5143\uff0c\u8fdc\u8d85\u8ba2\u9605\u6536\u5165\u672c\u8eab\u3002SemiAnalysis \u8ba4\u4e3a\uff0c\u7531\u4e8e\u667a\u80fd\u5316\u6210\u672c\u6b63\u5728\u5feb\u901f\u4e0b\u964d\uff0c\u6a21\u578b\u5382\u5546\u66f4\u53ef\u80fd\u5c06\u65b0\u529f\u80fd\u548c\u65b0\u6a21\u578b\u4ece\u8ba2\u9605\u8ba1\u5212\u4e2d\u79fb\u9664\uff0c\u800c\u975e\u76f4\u63a5\u524a\u5f31\u73b0\u6709\u8ba2\u9605\u529f\u80fd\u4ee5\u907f\u514d\u516c\u4f17\u53cd\u5f39\u3002\u503c\u5f97\u5173\u6ce8\u7684\u662f\u5373\u5c06\u63a8\u51fa\u7684 Mythos \u662f\u5426\u6700\u7ec8\u53ea\u63d0\u4f9b API \u800c\u4e0d\u8bbe\u8ba2\u9605\u65b9\u6848\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@imwsl90: <a href=\"https:\/\/x.com\/imwsl90\/status\/2064891171772744139\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/imwsl90\/status\/2064891171772744139<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2065074986487067082\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2065074986487067082<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2064871161025147120\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2064871161025147120<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-8691239cc8\">Google \u5f00\u6e90 DiffusionGemma\uff1a\u6587\u672c\u6269\u6563\u8303\u5f0f\u6311\u6218\u81ea\u56de\u5f52\u5784\u65ad<\/h2>\n<p>Google \u5f00\u6e90\u4e86 DiffusionGemma\uff0c\u4e00\u4e2a 26B \u53c2\u6570\u7684\u7a00\u758f\u4e13\u5bb6\u6a21\u578b\uff08MoE\uff09\uff0c\u63a8\u7406\u65f6\u4ec5\u6fc0\u6d3b 3.8B \u53c2\u6570\u3002\u5176\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u751f\u6210\u65b9\u5f0f\uff1a\u4f20\u7edf LLM \u9010 token \u8f93\u51fa\uff0cDiffusionGemma \u5219\u540c\u65f6\u751f\u6210 256 \u4e2a token \u7684\u6587\u672c\u5757\uff0c\u901a\u8fc7\u53cd\u590d\u53bb\u566a\u4fee\u6b63\u5b8c\u6210\u751f\u6210\uff0c\u5c06\u74f6\u9888\u4ece\u5185\u5b58\u5e26\u5bbd\u8f6c\u79fb\u5230\u8ba1\u7b97\u3002\u5728 H100 \u4e0a\u53ef\u8fbe 1000+ tokens\/\u79d2\uff0cRTX 5090 \u4e0a 700+ tokens\/\u79d2\uff0c\u5b9e\u73b0\u6700\u9ad8 4 \u500d\u63a8\u7406\u52a0\u901f\u3002\u91cf\u5316\u540e\u53ef\u9002\u914d 18GB \u663e\u5b58\u7684\u6d88\u8d39\u7ea7\u663e\u5361\u3002Google \u81ea\u5df1\u4e5f\u627f\u8ba4\u6574\u4f53\u8f93\u51fa\u8d28\u91cf\u4f4e\u4e8e\u6807\u51c6 Gemma 4\uff0c\u5b9a\u4f4d\u4e3a\u901f\u5ea6\u654f\u611f\u3001\u672c\u5730\u4f4e\u5e76\u53d1\u7684\u5b9e\u9a8c\u6027\u6a21\u578b\uff0c\u9002\u5408\u4ee3\u7801\u8865\u5168\u548c\u7ed3\u6784\u5316\u751f\u6210\u7b49\u573a\u666f\u3002\u6709\u5206\u6790\u8ba4\u4e3a\uff0cDiffusion \u4e0e JEPA \u7684\u7ed3\u5408\u53ef\u80fd\u662f\u6bd4\u7eaf\u6269\u6563\u8bed\u8a00\u6a21\u578b\u66f4\u5927\u7684\u65b9\u5411\u2014\u2014\u7528 JEPA \u7406\u89e3\u4e16\u754c\u72b6\u6001\uff0c\u7528 Diffusion \u5728\u6f5c\u5728\u7a7a\u95f4\u91c7\u6837\u591a\u4e2a\u53ef\u80fd\u672a\u6765\uff0c\u518d\u7528\u4ee3\u4ef7\u6a21\u578b\u9009\u51fa\u6700\u4f18\u8def\u5f84\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2064929045838795143\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2064929045838795143<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2064787062742781999\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2064787062742781999<\/a><\/li>\n<li>@sundarpichai: <a href=\"https:\/\/x.com\/sundarpichai\/status\/2064744343743922189\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/sundarpichai\/status\/2064744343743922189<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-2610cfbd9a\">Dario Amodei \u53d1\u8868\u4e07\u5b57\u653f\u7b56\u957f\u6587\uff0c\u5c06 AI \u5b9a\u4e49\u4e3a\u56fd\u5bb6\u80fd\u529b\u53d8\u91cf<\/h2>\n<p>Anthropic CEO Dario Amodei \u53d1\u8868\u957f\u6587\u300aPolicy on the AI Exponential\u300b\uff0c\u7cfb\u7edf\u9610\u8ff0 AI \u5bf9\u76d1\u7ba1\u3001\u7ecf\u6d4e\u3001\u519b\u4e8b\u548c\u5730\u7f18\u653f\u6cbb\u7684\u5f71\u54cd\u3002\u6587\u7ae0\u6838\u5fc3\u63d0\u51fa\u4e94\u70b9\uff1a\u4e00\u662f\u76d1\u7ba1\u5e94\u4ece\u900f\u660e\u5ea6\u62ab\u9732\u5347\u7ea7\u5230\u51c6\u5165\u5ba1\u67e5\uff0c\u524d\u6cbf\u6a21\u578b\u5e94\u50cf\u98de\u673a\u548c\u836f\u54c1\u4e00\u6837\u63a5\u53d7\u53d1\u5e03\u524d\u7b2c\u4e09\u65b9\u6d4b\u8bd5\uff1b\u4e8c\u662f AI \u53ef\u80fd\u540c\u65f6\u5e26\u6765\u6781\u5feb\u751f\u4ea7\u529b\u589e\u957f\u548c\u957f\u671f\u8ba4\u77e5\u52b3\u52a8\u66ff\u4ee3\uff0c\u653f\u7b56\u91cd\u70b9\u5e94\u8f6c\u5411\u5982\u4f55\u8ba9\u66f4\u591a\u4eba\u5206\u4eab\u589e\u957f\u7ea2\u5229\uff0c\u5305\u62ec\u5c31\u4e1a\u76d1\u6d4b\u3001\u5de5\u8d44\u4fdd\u9669\u3001UBI \u548c\u5168\u6c11\u8d44\u672c\u8d26\u6237\uff1b\u4e09\u662f\u4e0b\u6e38\u884c\u4e1a\u76d1\u7ba1\u9700\u52a0\u901f\uff0cFDA\/EMA 7-8 \u5e74\u7684\u836f\u54c1\u5ba1\u6279\u5468\u671f\u5728 AI \u9a71\u52a8\u7684\u65b0\u836f\u5019\u9009\u7206\u53d1\u589e\u957f\u4e0b\u4f1a\u88ab\u5835\u6b7b\uff1b\u56db\u662f AI \u53ef\u80fd\u6210\u4e3a\u6781\u6743\u5de5\u5177\uff0c\u81ea\u52a8\u6b66\u5668\u9700\u5baa\u6cd5\u548c\u6cd5\u9662\u76d1\u7763\uff0c\u5e94\u5835\u4f4f\u6570\u636e\u7ecf\u7eaa\u5546\u6f0f\u6d1e\uff1b\u4e94\u662f\u6784\u5efa\u6c11\u4e3b\u56fd\u5bb6 AI \u5171\u4eab\u8054\u76df\uff0c\u5171\u4eab\u82af\u7247\u548c\u534a\u5bfc\u4f53\u8bbe\u5907\uff0c\u9650\u5236\u5bf9\u624b\u83b7\u53d6\u5173\u952e\u4f9b\u5e94\u94fe\u3002\u6709\u5206\u6790\u8ba4\u4e3a Anthropic \u6b63\u5728\u4ece\u6a21\u578b\u516c\u53f8\u8f6c\u578b\u4e3a AI \u79e9\u5e8f\u7684\u5236\u5ea6\u8bbe\u8ba1\u8005\uff0c\u8fd9\u7bc7\u957f\u6587\u662f\u76d1\u7ba1\u53d9\u4e8b\u3001\u4ea7\u4e1a\u62a4\u57ce\u6cb3\u53d9\u4e8b\u548c\u5730\u7f18\u653f\u6cbb\u53d9\u4e8b\u7684\u53e0\u52a0\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2064787062742781999\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2064787062742781999<\/a><\/li>\n<li>@DarioAmodei: <a href=\"https:\/\/x.com\/DarioAmodei\/status\/2064781775247950326\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/DarioAmodei\/status\/2064781775247950326<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-076ecdfb6b\">Agent Harness \u6210\u4e3a\u65b0\u7ade\u4e89\u7126\u70b9\uff1aDeepSeek \u62db\u8058\u3001\u5c0f\u7c73\u5f00\u6e90\u3001\u591a\u6846\u67b6\u6d8c\u73b0<\/h2>\n<p>DeepSeek \u53d1\u5e03\u62db\u8058\u542f\u4e8b\u5bfb\u627e Agent Harness \u7814\u7a76\u5458\uff0c\u88ab\u8ba4\u4e3a\u662f\u5168\u7403\u9996\u6b21\u4ee5&quot;Harness \u7814\u7a76\u5458&quot;\u4e3a\u5c97\u4f4d\u540d\u79f0\u7684\u62db\u8058\u3002\u5176\u56e2\u961f\u5b9a\u4f4d\u4e3a&quot;Model + Harness = Agent&quot;\uff0c\u8d1f\u8d23\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u957f\u671f\u8bb0\u5fc6\u3001Subagent\u3001Multi-Agent\u3001\u81ea\u8fdb\u5316 Agent \u7b49\u9886\u57df\u3002\u5c0f\u7c73\u540c\u671f\u5f00\u6e90\u4e86 MIMO Code\uff0c\u57fa\u4e8e OpenCode fork\uff0c\u4e3b\u6253\u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u3001\u4e0a\u4e0b\u6587\u91cd\u5efa\u3001\u5b50\u667a\u80fd\u4f53\u3001Goal \u5224\u5b9a\u548c\u5de5\u4f5c\u6d41\u7f16\u6392\uff0c\u91c7\u7528\u6811\u72b6\u4efb\u52a1 ID \u548c judge \u6a21\u578b\u9a8c\u8bc1\u673a\u5236\u3002Apodex-1 \u4f5c\u4e3a\u591a Agent \u6df1\u5ea6\u7814\u7a76\u6846\u67b6\u53d1\u5e03\uff0c\u7528\u7f16\u6392\u5668\u52a0\u5b50 Agent \u52a0\u5168\u5c40\u9a8c\u8bc1\u5668\u7684\u67b6\u6784\u53d6\u4ee3\u5355 Agent \u5faa\u73af\uff0c\u5355\u4efb\u52a1\u53ef\u534f\u8c03 150 \u4e2a\u5b50 Agent \u6267\u884c 15000 \u6b65\uff0c\u5728 BrowseComp \u7b49\u57fa\u51c6\u4e0a\u8d85\u8fc7 GPT-5.5-pro\u3002\u767e\u5ddd\u53d1\u5e03\u4e86 M4 \u8bca\u7597 Agent\uff0c\u5305\u542b Harness \u5c42\u3001\u63a8\u7406\u6a21\u578b\u548c\u4e34\u5e8a\u5de5\u5177\u5c42\u4e09\u4e2a\u6838\u5fc3\u7ec4\u4ef6\u3002\u8fd9\u4e9b\u52a8\u6001\u5171\u540c\u6307\u5411\u4e00\u4e2a\u8d8b\u52bf\uff1aAI \u7ade\u4e89\u6b63\u4ece\u5355\u4e00\u6a21\u578b\u80fd\u529b\u8f6c\u5411\u6a21\u578b\u4e0e\u8fd0\u884c\u65f6\u6846\u67b6\u7684\u534f\u540c\u4f18\u5316\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2064907115223720355\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2064907115223720355<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2064785593826152463\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2064785593826152463<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2064994278435438925\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2064994278435438925<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2065013600134353046\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2065013600134353046<\/a><\/li>\n<li>@_LuoFuli: <a href=\"https:\/\/x.com\/_LuoFuli\/status\/2064768212852457906\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/_LuoFuli\/status\/2064768212852457906<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-bd91863520\">OpenDoor \u88c1\u64a4\u5370\u5ea6 200 \u4eba\u79bb\u5cb8\u56e2\u961f\uff0c\u4ee5 AI \u539f\u751f\u5c0f\u56e2\u961f\u66ff\u4ee3<\/h2>\n<p>\u7f8e\u56fd\u623f\u5730\u4ea7\u79d1\u6280\u516c\u53f8 OpenDoor \u5ba3\u5e03\u5173\u95ed\u5370\u5ea6\u4e1a\u52a1\uff0c\u88c1\u6389\u6574\u4e2a\u79bb\u5cb8\u56e2\u961f\u8d85\u8fc7 200 \u4eba\uff0c\u6b63\u4ee5\u7f8e\u56fd\u672c\u571f\u89c4\u6a21\u66f4\u5c0f\u7684 AI \u539f\u751f\u56e2\u961f\u53d6\u800c\u4ee3\u4e4b\u3002\u8fd9\u4e00\u6848\u4f8b\u88ab\u89c6\u4e3a AI \u5bf9\u5916\u5305\u884c\u4e1a\u8fd0\u4f5c\u6a21\u5f0f\u4ea7\u751f\u76f4\u63a5\u5f71\u54cd\u7684\u4fe1\u53f7\u3002\u6709\u8bc4\u8bba\u6307\u51fa\uff0c\u5f53 AI \u5de5\u5177\u80fd\u591f\u66ff\u4ee3\u5927\u91cf\u79bb\u5cb8\u5f00\u53d1\u548c\u8fd0\u8425\u4eba\u529b\u65f6\uff0c\u4f01\u4e1a\u53ef\u80fd\u4f1a\u52a0\u901f\u5c06\u6d77\u5916\u56e2\u961f\u6536\u7f29\u56de\u672c\u571f\uff0c\u7528\u66f4\u5c11\u7684\u4eba\u52a0\u66f4\u5f3a\u7684 AI \u5de5\u5177\u5b8c\u6210\u540c\u7b49\u751a\u81f3\u66f4\u591a\u7684\u5de5\u4f5c\u3002\u8fd9\u4e0e\u540c\u65e5\u8ba8\u8bba\u7684 Fable 5 token \u6d88\u8017\u95ee\u9898\u5f62\u6210\u5bf9\u7167\uff1a\u4e00\u65b9\u9762 AI \u6b63\u5728\u66ff\u4ee3\u4eba\u529b\uff0c\u53e6\u4e00\u65b9\u9762 AI \u81ea\u8eab\u7684\u4f7f\u7528\u6210\u672c\u4e5f\u5728\u5feb\u901f\u4e0a\u5347\uff0c\u4f01\u4e1a\u9700\u8981\u5728\u4e24\u8005\u4e4b\u95f4\u627e\u5230\u65b0\u7684\u5e73\u8861\u70b9\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2064950294711013807\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2064950294711013807<\/a><\/li>\n<li>@nejatian: <a href=\"https:\/\/x.com\/nejatian\/status\/2064734707497996543\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/nejatian\/status\/2064734707497996543<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-285f28757c\">\u4e00\u4f4d\u5f00\u53d1\u8005\u7528\u7ec3\u624b\u5c0f\u6e38\u620f 30 \u5929\u8dd1\u51fa 100 \u4e07 UV \u7684\u51fa\u6d77 SEO \u5b9e\u6218<\/h2>\n<p>\u535a\u4e3b @xiaohu0x \u5206\u4eab\u4e86\u7b2c\u4e00\u6b21\u505a\u51fa\u6d77 SEO \u7684\u7ecf\u5386\uff1a\u7528\u4e00\u4e2a\u7ec3\u624b\u5c0f\u6e38\u620f\u4f5c\u4e3a\u9879\u76ee\uff0c30 \u5929\u5185\u8fbe\u5230 100 \u4e07\u72ec\u7acb\u8bbf\u5ba2\u548c 290 \u4e07\u9875\u9762\u6d4f\u89c8\u91cf\u3002\u867d\u7136\u63a8\u6587\u672c\u8eab\u4e3a Article \u7c7b\u578b\uff0c\u5177\u4f53\u5185\u5bb9\u9700\u8981\u8df3\u8f6c\u9605\u8bfb\uff0c\u4f46\u8fd9\u4e00\u6570\u636e\u5728\u4e2d\u6587\u5f00\u53d1\u8005\u793e\u7fa4\u4e2d\u5f15\u53d1\u4e86\u5173\u6ce8\uff0c\u591a\u4f4d\u535a\u4e3b\u8f6c\u53d1\u6536\u85cf\u3002\u8be5\u6848\u4f8b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5177\u4f53\u4fe1\u53f7\uff1a\u5c0f\u6e38\u620f\u4f5c\u4e3a SEO \u8f7d\u4f53\u5728\u6d77\u5916\u5e02\u573a\u4ecd\u6709\u53ef\u89c2\u7684\u6d41\u91cf\u83b7\u53d6\u6f5c\u529b\uff0c\u5c24\u5176\u5bf9\u60f3\u8981\u9a8c\u8bc1\u51fa\u6d77 SEO \u65b9\u6cd5\u8bba\u7684\u72ec\u7acb\u5f00\u53d1\u8005\u800c\u8a00\u662f\u4e00\u4e2a\u4f4e\u6210\u672c\u8bd5\u9519\u8def\u5f84\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@xiaohu0x: <a href=\"https:\/\/x.com\/xiaohu0x\/status\/2065012267297767442\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xiaohu0x\/status\/2065012267297767442<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=360 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\u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u9886\u57df\u4eca\u65e5\u805a\u7126\u6a21\u578b\u53d1\u5e03\u540e\u7684\u6210\u672c\u4e0e\u5b89\u5168\u4e89\u8bae\u3001\u5de8\u5934\u7ec4\u7ec7\u67b6\u6784\u8c03\u6574\u4ee5\u53ca\u5f00\u6e90\u6587\u672c\u751f\u6210\u65b0\u8303\u5f0f\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[19],"class_list":["post-1346","post","type-post","status-publish","format-standard","hentry","category-brief","tag-x--ai-"],"_links":{"self":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1346","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1346"}],"version-history":[{"count":0,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1346\/revisions"}],"wp:attachment":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1346"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1346"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}