{"id":1878,"date":"2026-10-18T09:01:49","date_gmt":"2026-10-18T01:01:49","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/10\/18\/x-daily-2026-10-17\/"},"modified":"2026-10-18T09:01:49","modified_gmt":"2026-10-18T01:01:49","slug":"x-daily-2026-10-17","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/10\/18\/x-daily-2026-10-17\/","title":{"rendered":"X \u5e73\u53f0 10\u670817\u65e5 AI \u7b80\u8baf\uff5cDeepSeek-V4.1-Flash-1017\u4e0a\u7ebf\u5e76\u5f00\u6e90\u6743\u91cd\uff0cClaude Code Review\u5411\u4f01\u4e1a\u5f00\u653e\uff0cAnthropic\u62ab\u9732\u5185\u90e8Agent\u5de5\u65f6\u589e\u957f"},"content":{"rendered":"<h2 id=\"topic-7ed7a7ca70\">DeepSeek-V4.1-Flash-1017 \u4e0a\u7ebf\uff1a\u6743\u91cd\u5f00\u653e\uff0c\u641c\u7d22\u4e0e\u6293\u53d6 API \u540c\u6b65\u5f00\u653e<\/h2>\n<p>DeepSeek \u4e8e 10 \u6708 17 \u65e5\u53d1\u5e03 V4.1-Flash-1017\uff0c\u5b98\u7f51\u3001App \u548c API \u5df2\u53ef\u4f7f\u7528\uff0c\u6a21\u578b\u6743\u91cd\u540c\u6b65\u5f00\u6e90\uff1b\u8fd9\u6b21\u66f4\u65b0\u628a\u6027\u80fd\u4e0e\u6210\u672c\u6539\u8fdb\u5e26\u5230\u4e86\u5f00\u53d1\u8005\u53ef\u76f4\u63a5\u63a5\u5165\u7684\u6a21\u578b\u548c\u68c0\u7d22\u63a5\u53e3\u3002\u5b98\u65b9\u79f0\u65b0\u7248\u76f8\u8f83\u524d\u4ee3\u57fa\u51c6\u8868\u73b0\u66f4\u5f3a\u3001\u4efb\u52a1\u66f4\u5feb\u3001\u8f93\u51fa\u66f4\u77ed\uff0c\u5e76\u9488\u5bf9 DeepSeek Harness\u3001\u817e\u8baf CodeBuddy\u3001WorkBuddy \u7b49\u505a\u4e86\u4f18\u5316\u3002Search \u4e0e Fetch API \u4e5f\u5411\u6240\u6709\u4eba\u5f00\u653e\uff0c\u5206\u522b\u7528\u4e8e\u7f51\u9875\u641c\u7d22\u548c\u8bfb\u53d6\u7f51\u9875\u6b63\u6587\uff1b\u5b98\u65b9\u516c\u5e03\u6bcf\u4e2a\u63a5\u53e3\u6bcf\u5343\u6b21 0.75 \u7f8e\u5143\uff0cDeepSeek API \u7528\u6237\u7ecf Harness\u3001Claude Code\u3001Codex \u8c03\u7528\u6682\u514d\uff0c\u8ba1\u5212\u4e8e 10 \u6708 31 \u65e5 16:00 UTC \u8d77\u8ba1\u8d39\u3002MaxForAI \u6839\u636e\u81ea\u6d4b\u548c\u5b98\u65b9\u5bf9\u7167\u56fe\u79f0\uff0cDeepSWE v1.1 \u7684 max \u6863\u901a\u8fc7\u7387\u4e3a 77%\uff0c\u5355\u4efb\u52a1\u7ea6 1.3 \u5143\uff1b\u8fd9\u662f\u535a\u4e3b\u5bf9\u56fe\u8868\u7684\u4f30\u8bfb\u548c\u6210\u672c\u6bd4\u8f83\uff0c\u4e0d\u7b49\u540c\u4e8e\u72ec\u7acb\u57fa\u51c6\u7ed3\u8bba\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@deepseek_ai: <a href=\"https:\/\/x.com\/deepseek_ai\/status\/2111375640717033777\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/deepseek_ai\/status\/2111375640717033777<\/a><\/li>\n<li>@deepseek_ai: <a href=\"https:\/\/x.com\/deepseek_ai\/status\/2111375650414309859\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/deepseek_ai\/status\/2111375650414309859<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2111379082302660866\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2111379082302660866<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-ff6edf2d78\">Claude Code Review \u5411 Team\u3001Enterprise \u5f00\u653e\uff0c\u5ba1\u67e5\u6539\u4e3a\u98ce\u9669\u5206\u5c42\u4e0e\u591a\u9053\u81ea\u52a8\u9632\u7ebf<\/h2>\n<p>Anthropic \u5c06 Claude Code Review \u63a8\u5411 Team \u548c Enterprise\uff0c\u7ba1\u7406\u5458\u53ef\u6309\u4ed3\u5e93\u9009\u62e9 Quick\u3001Standard \u6216 Deep \u5ba1\u67e5\u3002Claude Code \u56e2\u961f\u62ab\u9732\uff0c\u5176\u4ee3\u7801\u7ea6\u4e5d\u6210\u7531 Claude \u7f16\u5199\uff1b6\u20149 \u6708\u5408\u5e76 PR \u6570\u91cf\u7ffb\u500d\u4ee5\u4e0a\uff0c\u9700\u8981\u64a4\u56de\u7684\u6bd4\u4f8b\u4e0b\u964d\u903e\u56db\u6210\u3002\u5b9d\u7389\u6574\u7406\u7684\u5185\u90e8\u6d41\u7a0b\u663e\u793a\uff0c\u81ea\u52a8\u6d4b\u8bd5\u3001\u591a\u4e2a AI reviewer\u3001\u5b89\u5168\u68c0\u67e5\u3001\u5408\u5e76\u961f\u5217\u548c\u7070\u5ea6\u53d1\u5e03\u5171\u540c\u627f\u62c5\u5e38\u89c4\u628a\u5173\uff0c\u4eba\u529b\u5ba1\u6279\u6309\u6539\u52a8\u98ce\u9669\u914d\u7f6e\uff1b\u56e2\u961f\u8fd8\u9650\u5236 AI \u4e92\u5ba1\u8f6e\u6570\uff0c\u5e76\u628a\u5386\u53f2\u95ee\u9898\u7eb3\u5165\u8bc4\u6d4b\u3002\u5173\u952e\u53d8\u5316\u4e0d\u662f\u53d6\u6d88\u4eba\u5de5\u8d23\u4efb\uff0c\u800c\u662f\u628a\u4eba\u5de5\u65f6\u95f4\u7559\u7ed9\u9ad8\u98ce\u9669\u51b3\u7b56\u3001\u67b6\u6784\u548c\u4e0a\u7ebf\u7ed3\u679c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@ClaudeDevs: <a href=\"https:\/\/x.com\/ClaudeDevs\/status\/2110866210573386065\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/ClaudeDevs\/status\/2110866210573386065<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2111384193141727261\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2111384193141727261<\/a><\/li>\n<li>@bcherny: <a href=\"https:\/\/x.com\/bcherny\/status\/2111158313463525518\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/bcherny\/status\/2111158313463525518<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-abc355257b\">Anthropic \u62ab\u9732\u5185\u90e8\u7528\u5de5\u53d8\u5316\uff1aAgent \u5de5\u65f6\u589e\u957f\uff0c\u521d\u7ea7\u6280\u672f\u5c97\u62db\u8058\u5360\u6bd4\u4e0b\u964d<\/h2>\n<p>Anthropic \u53d1\u5e03\u4e24\u4efd\u5173\u4e8e\u5185\u90e8\u5de5\u4f5c\u4e0e\u5458\u5de5 AI \u9884\u671f\u7684\u62a5\u544a\u3002\u5b9d\u7389\u8f6c\u8ff0\u7684\u62a5\u544a\u6570\u636e\u79f0\uff0c2026 \u5e74 8 \u6708\u5458\u5de5\u8c03\u7528\u7684 Agent \u7d2f\u8ba1\u5de5\u4f5c\u65f6\u957f\u7ea6\u4e3a\u5458\u5de5\u5de5\u65f6\u7684 6 \u500d\uff08Agent \u4ec5\u8ba1\u5b9e\u9645\u8fd0\u884c\u548c\u5de5\u5177\u8c03\u7528\u65f6\u95f4\uff09\uff1b\u6280\u672f\u90e8\u95e8\u65b0\u62db\u4eba\u5458\u4e2d\u521d\u7ea7\u5c97\u4f4d\u5360\u6bd4\u4ece 27% \u964d\u81f3 9%\uff0c\u4f46\u6280\u672f\u5c97\u4f4d\u7edd\u5bf9\u4eba\u6570\u4ecd\u5728\u589e\u957f\u3002\u62a5\u544a\u8fd8\u79f0\u5de5\u7a0b\u5e08\u4eba\u5747\u4ee3\u7801\u63d0\u4ea4\u91cf\u4e3a\u534a\u5e74\u524d\u7684 5 \u500d\uff0c\u800c Claude \u4f1a\u8bdd\u7ea6\u516b\u6210\u65f6\u95f4\u5728\u7b49\u5f85\u4eba\u5de5\u56de\u590d\uff0c\u7ba1\u7406 Agent \u7684\u5de5\u4f5c\u5360\u6bd4\u4e5f\u4e0a\u5347\u3002Anthropic \u63d0\u9192\u81ea\u8eab\u662f\u9ad8\u901f\u6269\u5f20\u7684 AI \u516c\u53f8\uff0c\u8fd9\u4e9b\u73b0\u8c61\u4e0d\u80fd\u76f4\u63a5\u5916\u63a8\u5230\u666e\u901a\u4f01\u4e1a\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@PeterMcCrory: <a href=\"https:\/\/x.com\/PeterMcCrory\/status\/2111197592285860233\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/PeterMcCrory\/status\/2111197592285860233<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2111223306061836484\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2111223306061836484<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-8a5a0cc897\">Grok Bot \u6269\u5c55\u7b2c\u4e09\u65b9\u8fde\u63a5\u5668\uff0c\u5e76\u66f4\u65b0\u901f\u5ea6\u3001\u8bed\u97f3\u4e0e\u804a\u5929\u5361\u7247<\/h2>\n<p>Grok Bot \u5b98\u65b9\u79f0\u5df2\u8fde\u63a5 Robinhood\u3001Coinbase\u3001Trello\u3001PostHog\u3001beehiiv\u3001eToro \u7b49\u670d\u52a1\uff0c\u5e76\u5141\u8bb8\u56e2\u961f\u5411 marketplace \u63d0\u4ea4\u8fde\u63a5\u5668\uff1b\u540c\u4e00\u7ec4\u5b98\u65b9\u66f4\u65b0\u8fd8\u63d0\u5230\u804a\u5929\u5361\u7247\u91c7\u7528\u66f4\u7b80\u6d01\u7684\u65b0\u5e03\u5c40\u3002\u9a6c\u65af\u514b\u8f6c\u5f15\u56e2\u961f\u8bf4\u660e\uff0c\u7535\u8111\u4efb\u52a1\u5e73\u5747\u5b8c\u6210\u65f6\u95f4\u7f29\u77ed\u81f3\u539f\u6765\u7684\u4e09\u5206\u4e4b\u4e00\uff0c\u5176\u4ed6\u56de\u590d\u65f6\u95f4\u4e0d\u5230\u539f\u6765\u4e00\u534a\uff1b\u8bed\u97f3\u901a\u8bdd\u5219\u5f3a\u8c03\u66f4\u5feb\u3001\u66f4\u53ef\u9760\u3001\u8bb0\u5fc6\u8fc7\u5f80\u5bf9\u8bdd\u80fd\u529b\u6539\u5584\u3002\u8fd9\u4e9b\u662f\u4ea7\u54c1\u65b9\u53d1\u5e03\u7684\u6027\u80fd\u63cf\u8ff0\uff0c\u6750\u6599\u4e2d\u6ca1\u6709\u63d0\u4f9b\u72ec\u7acb\u57fa\u51c6\u3002\u5bf9\u7528\u6237\u800c\u8a00\uff0c\u8f83\u660e\u786e\u7684\u53d8\u5316\u662f\u53ef\u8fde\u63a5\u7684\u5de5\u4f5c\u670d\u52a1\u589e\u591a\uff0cBot \u4ece\u804a\u5929\u5165\u53e3\u5411\u53ef\u8c03\u7528\u5916\u90e8\u5de5\u5177\u5ef6\u4f38\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@bot: <a href=\"https:\/\/x.com\/bot\/status\/2111184284786802881\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/bot\/status\/2111184284786802881<\/a><\/li>\n<li>@bot: <a href=\"https:\/\/x.com\/bot\/status\/2111184270819803351\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/bot\/status\/2111184270819803351<\/a><\/li>\n<li>@bot: <a href=\"https:\/\/x.com\/bot\/status\/2111184275374813362\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/bot\/status\/2111184275374813362<\/a><\/li>\n<li>@elonmusk: <a href=\"https:\/\/x.com\/elonmusk\/status\/2111239586873745604\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/elonmusk\/status\/2111239586873745604<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-adb752ae82\">ChatGPT Pro \u7684\u591a Agent \u5e76\u884c\u4efb\u52a1\u53ef\u8ddf\u8e2a\u8fdb\u5ea6\u5e76\u9010\u9879\u67e5\u770b\u7ed3\u679c<\/h2>\n<p>OpenAI \u5ba3\u5e03 ChatGPT \u4e2d\u7684 GPT-6 Astra Pro \u83b7\u5f97\u66f4\u5feb\u54cd\u5e94\u548c\u66f4\u597d\u7684\u63d2\u4ef6\u3001\u5de5\u5177\u4f7f\u7528\u80fd\u529b\uff0c\u5e76\u5728 Chat \u6807\u7b7e\u5411 Pro \u7528\u6237\u5f00\u653e\u591a Agent \u5e76\u884c\uff1a\u4e0d\u540c Agent \u53ef\u5206\u522b\u5904\u7406\u4efb\u52a1\uff0c\u7528\u6237\u80fd\u67e5\u770b\u5404\u81ea\u8fdb\u5ea6\u5e76\u6253\u5f00\u5df2\u5b8c\u6210\u90e8\u5206\u68c0\u67e5\u3002\u8fd9\u8ba9\u4ea7\u54c1\u4ece\u5355\u7ebf\u7a0b\u5bf9\u8bdd\u6269\u5c55\u5230\u53ef\u89c2\u5bdf\u7684\u5e76\u884c\u6267\u884c\uff0c\u4f46\u5b98\u65b9\u8fd9\u6761\u66f4\u65b0\u9650\u5b9a\u4e3a Pro \u7528\u6237\uff0c\u4e14\u6750\u6599\u672a\u8bf4\u660e\u5176\u4ed6\u65b9\u6848\u7684\u5f00\u653e\u65f6\u95f4\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2111192259073094035\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2111192259073094035<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-aa6d4b6f71\">GPT-Live-1.1 \u589e\u52a0\u591a\u8bed\u79cd\u8bed\u97f3\u9009\u9879\uff0cChatGPT \u7b49\u4ea7\u54c1\u5f00\u59cb\u63a8\u9001<\/h2>\n<p>OpenAI \u8868\u793a GPT-Live-1.1 \u4e3a ChatGPT\u3001Codex \u548c dots \u5e26\u6765\u65b0\u8bed\u97f3\u4e0e\u66f4\u81ea\u7136\u7684\u53e3\u97f3\uff0c\u65b0\u589e\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u5370\u5730\u8bed\u3001\u58a8\u897f\u54e5\u897f\u73ed\u7259\u8bed\u3001\u97e9\u8bed\u548c\u65e5\u8bed\u8bed\u97f3\uff0c\u5e76\u79f0\u5f53\u65e5\u5411\u6240\u6709\u7528\u6237\u63a8\u9001\u3001API \u540e\u7eed\u5f00\u653e\u3002\u5f00\u53d1\u8005\u8d26\u53f7\u8865\u5145\uff0c\u4e5d\u79cd\u65b0\u9884\u8bbe\u7531\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u5370\u5730\u8bed\u3001\u65e5\u8bed\u548c\u97e9\u8bed\u6bcd\u8bed\u6f14\u5458\u53c2\u4e0e\u5236\u4f5c\uff0c\u5e76\u63d0\u4f9b\u7528\u63d0\u793a\u8bcd\u5851\u9020\u8bed\u97f3\u6216\u9009\u62e9\u9884\u8bbe\u7684\u6307\u5357\u3002\u65b0\u8bed\u97f3\u5df2\u8fdb\u5165\u4ea7\u54c1\u7aef\uff0cAPI \u652f\u6301\u4ecd\u662f\u8ba1\u5212\u4e2d\u7684\u540e\u7eed\u4e8b\u9879\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2110797830361436604\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2110797830361436604<\/a><\/li>\n<li>@OpenAIDevs: <a href=\"https:\/\/x.com\/OpenAIDevs\/status\/2111142258867335430\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAIDevs\/status\/2111142258867335430<\/a><\/li>\n<li>@OpenAIDevs: <a href=\"https:\/\/x.com\/OpenAIDevs\/status\/2111142271177621603\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAIDevs\/status\/2111142271177621603<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-bae9fb3ca7\">Tesla \u65b0 Roadster \u5f15\u53d1\u6f14\u793a\u8ba8\u8bba\uff1a\u81ea\u52a8\u8868\u6f14\u4e0e\u5fb7\u5dde\u6d4b\u8bd5\u8d5b\u9053\u4ecd\u5c5e\u9a6c\u65af\u514b\u6240\u8ff0\u8ba1\u5212<\/h2>\n<p>\u56f4\u7ed5\u65b0 Roadster \u7684\u5c55\u793a\uff0c\u9a6c\u65af\u514b\u5728\u56de\u590d\u4e2d\u79f0\u8f66\u8f86\u672a\u6765\u53ef\u81ea\u4e3b\u5b8c\u6210\u5c55\u793a\u7684\u7279\u6280\uff0c\u5e76\u79f0 Tesla \u5fb7\u5dde\u603b\u90e8\u5c06\u5efa\u9020\u53ef\u4f53\u9a8c\u8f66\u8f86\u7684\u73af\u5f62\u8d5b\u9053\uff1b\u8fd9\u5c5e\u4e8e\u5176\u5bf9\u672a\u6765\u529f\u80fd\u4e0e\u8bbe\u65bd\u7684\u63cf\u8ff0\uff0c\u4e0d\u80fd\u636e\u6b64\u8ba4\u5b9a\u5df2\u7ecf\u91cf\u4ea7\u6216\u4ea4\u4ed8\u3002Sam Altman \u5bf9\u65b0\u8f66\u5916\u89c2\u8868\u793a\u8ba4\u53ef\uff0cVercel CEO Guillermo Rauch \u5219\u53d1\u5e03\u53ef\u73a9\u7684 Roadster \u6f14\u793a\u6a21\u62df\u3002\u793e\u5a92\u8ba8\u8bba\u548c\u521b\u4f5c\u8005\u590d\u73b0\u663e\u793a\u53d1\u5e03\u5185\u5bb9\u5177\u6709\u4f20\u64ad\u529b\uff0c\u4f46\u539f\u6750\u6599\u6ca1\u6709\u63d0\u4f9b\u65b0\u8f66\u4ea4\u4ed8\u65f6\u95f4\u6216\u8fd9\u4e9b\u80fd\u529b\u7684\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@elonmusk: <a href=\"https:\/\/x.com\/elonmusk\/status\/2111354696854114702\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/elonmusk\/status\/2111354696854114702<\/a><\/li>\n<li>@sama: <a href=\"https:\/\/x.com\/sama\/status\/2111131677351432197\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/sama\/status\/2111131677351432197<\/a><\/li>\n<li>@rauchg: <a href=\"https:\/\/x.com\/rauchg\/status\/2111313462987231519\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/rauchg\/status\/2111313462987231519<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-81465b6489\">\u521b\u4f5c\u8005\u201c\u5206\u53d1\u8d44\u672c\u201d\u7cfb\u5217\u63d0\u51fa\u53ef\u643a\u5e26\u7387\uff1a\u7c89\u4e1d\u89c4\u6a21\u4e0d\u7b49\u4e8e\u53ef\u89e6\u8fbe\u5173\u7cfb<\/h2>\n<p>Cellinlab \u5728\u300a\u5927\u5206\u53d1\u65f6\u4ee3\u300b\u8fde\u8f7d\u4e2d\u63d0\u51fa\uff0c\u66dd\u5149\u662f\u4f1a\u6d88\u9000\u7684\u6d41\u91cf\uff0c\u8bb0\u5fc6\u3001\u4fe1\u4efb\u3001\u6709\u6548\u8054\u7cfb\u548c\u628a\u6ce8\u610f\u529b\u8f6c\u6210\u4f5c\u54c1\u7684\u7ec4\u7ec7\u80fd\u529b\u624d\u53ef\u80fd\u6c89\u6dc0\u4e3a\u5206\u53d1\u8d44\u672c\uff1b\u56e0\u6b64\u8bc4\u4f30\u521b\u4f5c\u8005\u79ef\u7d2f\uff0c\u4e0d\u5e94\u53ea\u770b\u7c89\u4e1d\u6570\uff0c\u8fd8\u8981\u770b\u79bb\u5f00\u5e73\u53f0\u540e\u80fd\u5e26\u8d70\u591a\u5c11\u5173\u7cfb\u3002\u4f5c\u8005\u628a\u90ae\u4ef6\u8ba2\u9605\u3001\u72ec\u7acb\u7f51\u7ad9\u548c\u793e\u7fa4\u89c6\u4f5c\u76f8\u5bf9\u53ef\u643a\u5e26\u7684\u6e20\u9053\uff0c\u540c\u65f6\u6307\u51fa\u5fae\u4fe1\u7b49\u79c1\u57df\u4ecd\u4f9d\u9644\u5e73\u53f0\u89c4\u5219\uff0c\u5e76\u975e\u7edd\u5bf9\u81ea\u6709\u3002\u5176\u201c\u89c4\u6a21 \u00d7 \u53ef\u643a\u5e26\u7387\u201d\u7684\u516c\u5f0f\u662f\u4f5c\u8005\u63d0\u51fa\u7684\u5206\u6790\u6846\u67b6\uff0c\u4e0d\u662f\u7ecf\u62a5\u544a\u9a8c\u8bc1\u7684\u884c\u4e1a\u6307\u6807\uff1b\u5bf9\u7ecf\u8425\u8005\u7684\u5b9e\u7528\u542f\u53d1\u662f\u5206\u6563\u5355\u4e00\u5e73\u53f0\u4f9d\u8d56\uff0c\u5e76\u6301\u7eed\u628a\u66dd\u5149\u8f6c\u6210\u76f4\u63a5\u5173\u7cfb\u4e0e\u53ef\u590d\u7528\u5185\u5bb9\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2111456195865428368\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2111456195865428368<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2111430779565990037\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2111430779565990037<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2111461982943822192\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2111461982943822192<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=552 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=55 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=353 \u52a0\u6743\u63a8\u6587\u5206=268.25 \u539f\u521b\u63a8\u6587\u6570=157 RT \u63a8\u6587\u6570=87 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=4 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DeepSeek\u53d1\u5e03\u65b0\u7248\u6a21\u578b\u5e76\u5f00\u6e90\u6743\u91cd\uff0cClaude\u4ee3\u7801\u5ba1\u67e5\u5411\u4f01\u4e1a\u5f00\u653e\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-1878","post","type-post","status-publish","format-standard","hentry","category-brief","tag-x--ai-"],"_links":{"self":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1878","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1878"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1878\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1878"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1878"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}