{"id":1379,"date":"2026-06-22T17:08:49","date_gmt":"2026-06-22T09:08:49","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/06\/22\/x-daily-2026-06-21\/"},"modified":"2026-06-22T17:08:49","modified_gmt":"2026-06-22T09:08:49","slug":"x-daily-2026-06-21","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/06\/22\/x-daily-2026-06-21\/","title":{"rendered":"X \u5e73\u53f0 6\u670821\u65e5 AI \u7b80\u8baf\uff5cDeepSeek Harness\u7ec4\u5927\u89c4\u6a21\u62db\u8058\uff0cMythos\u7a81\u7834\u4e94\u89d2\u5927\u697c\u7cfb\u7edf\uff0cSubQ 1.1 Small\u63d0\u5347\u6ce8\u610f\u529b\u6548\u7387"},"content":{"rendered":"<h2 id=\"topic-7f28209a60\">DeepSeek Harness \u7ec4\u5927\u89c4\u6a21\u62db\u8058\uff0c\u591a\u4e2a\u804c\u4f4d\u5f00\u653e<\/h2>\n<p>DeepSeek \u65b0\u6210\u7acb\u7684 Harness \u7ec4\u76ee\u524d\u4e25\u91cd\u7f3a\u4eba\uff0c\u6b63\u5728\u5927\u89c4\u6a21\u62db\u8058\u7814\u7a76\u5458\u3001\u5de5\u7a0b\u5e08\u548c\u4ea7\u54c1\u7ecf\u7406\u3002\u8be5\u7ec4\u76ee\u6807\u8fdc\u5927\u3001\u5de5\u4f5c\u7e41\u91cd\uff0c\u62db\u8058\u6d41\u7a0b\u5305\u62ec\u4e00\u8f6e\u7b14\u8bd5\u548c\u4e09\u8f6e\u9762\u8bd5\u3002\u62db\u8058\u4fe1\u606f\u540c\u65f6\u5728\u591a\u4f4d\u535a\u4e3b\u95f4\u4f20\u64ad\u6269\u6563\uff0c\u53cd\u6620\u51fa\u56fd\u5185\u524d\u6cbf AI \u516c\u53f8\u5bf9 Harness \u65b9\u5411\u4eba\u624d\u7684\u8feb\u5207\u9700\u6c42\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@tianyi: <a href=\"https:\/\/x.com\/tianyi\/status\/2068652453797724562\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/tianyi\/status\/2068652453797724562<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2068705516352831503\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2068705516352831503<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2068697546508149050\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2068697546508149050<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2068723238213931136\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2068723238213931136<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-dca4139234\">Codex \u65e0\u9650\u753b\u5e03\u751f\u56fe\u63d2\u4ef6 Cowart \u5f00\u6e90\uff0c\u793e\u533a\u8fc5\u901f\u8ddf\u8fdb<\/h2>\n<p>\u5f00\u53d1\u8005 @zhongerxin \u5c06\u57fa\u4e8e Codex \u7684\u65e0\u9650\u753b\u5e03\u751f\u56fe\u5de5\u5177 Cowart \u6b63\u5f0f\u5f00\u6e90\uff0c\u5141\u8bb8\u7528\u6237\u5728 Codex \u73af\u5883\u4e0b\u901a\u8fc7\u753b\u5e03\u6279\u6ce8\u5b9e\u73b0 AI \u751f\u56fe\u3002\u591a\u4f4d\u535a\u4e3b\u5feb\u901f\u8bd5\u7528\u4e86\u8be5\u5de5\u5177\uff0c\u5e76\u884d\u751f\u51fa\u591a\u79cd\u4f7f\u7528\u6280\u5de7\uff0c\u5305\u62ec\u5229\u7528 Codex \u8c03\u7528 ChatGPT \u7f51\u9875\u751f\u56fe\u7ed5\u8fc7\u9650\u989d\u7684\u65b9\u6848\u3001\u901a\u8fc7\u5185\u7f6e\u6d4f\u89c8\u5668\u76f4\u63a5\u4f7f\u7528\u753b\u5e03\u5de5\u5177\u7b49\u3002\u8fd9\u6807\u5fd7\u7740 Codex \u751f\u6001\u5f00\u59cb\u5728 AI \u751f\u56fe\u5de5\u4f5c\u6d41\u9886\u57df\u51fa\u73b0\u793e\u533a\u9a71\u52a8\u7684\u6269\u5c55\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@zhongerxin: <a href=\"https:\/\/x.com\/zhongerxin\/status\/2068450134401380498\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/zhongerxin\/status\/2068450134401380498<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2068530507038838839\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2068530507038838839<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2068501121598140854\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2068501121598140854<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2068521387510403365\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2068521387510403365<\/a><\/li>\n<li>@joshesye: <a href=\"https:\/\/x.com\/joshesye\/status\/2068619861358453158\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/joshesye\/status\/2068619861358453158<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-51fe4327ff\">\u8c46\u5305\u66f4\u65b0 AI \u6362\u88c5\u89c6\u9891\u80fd\u529b\uff0c\u5373\u68a6 Seedance 2 \u9650\u65f6\u4fc3\u9500<\/h2>\n<p>\u5b57\u8282\u8df3\u52a8\u65d7\u4e0b\u8c46\u5305\u8fd1\u671f\u66f4\u65b0\u4e86 AI \u6362\u88c5\u89c6\u9891\u529f\u80fd\uff0c@Chengzilhy \u5c55\u793a\u4e86\u4e00\u6bb5\u5b8c\u6574\u7684\u6362\u88c5\u89c6\u9891 Prompt \u6d41\u7a0b\uff0c\u5305\u542b GPT Image \u51fa\u56fe\u914d\u5408 Seedance \u751f\u6210\u89c6\u9891\u7684\u5b8c\u6574 AIGC \u7ba1\u7ebf\u3002\u540c\u65f6\u5373\u68a6 Seedance 2 \u8fdb\u5165\u6700\u540e\u4fc3\u9500\u7a97\u53e3\uff0c\u6bcf\u6708 12320 \u79ef\u5206\u6309\u5b63\u8d2d\u4ec5\u9700 966 \u5143\u3002\u8fd9\u4e9b\u52a8\u6001\u53cd\u6620\u4e86\u56fd\u5185 AI \u89c6\u9891\u751f\u6210\u5de5\u5177\u6b63\u5728\u5411\u7cbe\u7ec6\u5316\u5546\u4e1a\u573a\u666f\u6f14\u8fdb\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Chengzilhy: <a href=\"https:\/\/x.com\/Chengzilhy\/status\/2068607042500342237\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Chengzilhy\/status\/2068607042500342237<\/a><\/li>\n<li>@Chengzilhy: <a href=\"https:\/\/x.com\/Chengzilhy\/status\/2068636920146776311\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Chengzilhy\/status\/2068636920146776311<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-bae5e2916c\">Mythos \u636e\u79f0\u6570\u5c0f\u65f6\u5185\u7a81\u7834\u7f8e\u56fd\u4e94\u89d2\u5927\u697c\u51e0\u4e4e\u6240\u6709\u673a\u5bc6\u7cfb\u7edf<\/h2>\n<p>\u636e @MaxForAI \u5f15\u7528\u300a\u7ecf\u6d4e\u5b66\u4eba\u300b\u53ca\u53c2\u8bae\u9662\u60c5\u62a5\u59d4\u5458\u4f1a\u526f\u4e3b\u5e2d\u9a6c\u514b\u00b7\u534e\u7eb3\u7684\u8868\u8ff0\uff0cAnthropic \u7684 Mythos \u6a21\u578b\u5728\u6570\u5c0f\u65f6\u5185\u7a81\u7834\u4e86\u7f8e\u56fd\u56fd\u5bb6\u5b89\u5168\u5c40\u548c\u4e94\u89d2\u5927\u697c\u7f51\u7edc\u53f8\u4ee4\u90e8\u7684\u51e0\u4e4e\u6240\u6709\u673a\u5bc6\u7cfb\u7edf\u3002\u76f8\u5173\u6d88\u606f\u6765\u81ea 6 \u6708 11 \u65e5\u7684\u53c2\u8bae\u9662\u542c\u8bc1\u4f1a\uff0c\u7ea6\u4e66\u4e9a\u00b7\u9c81\u5fb7\u5c06\u519b\u5411\u59d4\u5458\u4f1a\u62a5\u544a\u4e86\u8fd9\u4e00\u60c5\u51b5\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2068706732751372738\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2068706732751372738<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-e299e761b1\">Subquadratic \u53d1\u5e03 SubQ 1.1 Small\uff1a\u6ce8\u610f\u529b\u8ba1\u7b97\u6548\u7387\u5927\u5e45\u63d0\u5347<\/h2>\n<p>Subquadratic \u56e2\u961f\u53d1\u5e03 SubQ 1.1 Small\uff0c\u91c7\u7528 SSA \u6ce8\u610f\u529b\u673a\u5236\u5c06\u8ba1\u7b97\u4ece O(n\u00b2) \u964d\u81f3 O(n)\u30021M token \u4e0b\u6bd4\u5bc6\u96c6\u6ce8\u610f\u529b\u7701 64 \u500d\u7b97\u529b\u3001\u6bd4 FlashAttention-2 \u5feb 56 \u500d\uff1b\u5728 12M token \u5927\u6d77\u635e\u9488\u6d4b\u8bd5\u4e2d\u4fdd\u6301 98% \u51c6\u786e\u7387\uff0c\u63a8\u7406\u80fd\u529b\u63a5\u8fd1\u4e2d\u4e0a\u6e38\u524d\u6cbf\u6c34\u5e73\u3002\u5b9a\u4f4d\u9762\u5411\u91d1\u878d\u3001\u6cd5\u5f8b\u3001\u4ee3\u7801\u5e93\u7b49\u9700\u8981\u5b8c\u6574\u957f\u6587\u6863\u63a8\u7406\u7684\u4f01\u4e1a\u573a\u666f\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2068720049586843804\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2068720049586843804<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-9136e22ae4\">OpenClaw v2026.6.9 \u53d1\u5e03\uff0c\u805a\u7126\u7ec6\u8282\u6253\u78e8<\/h2>\n<p>OpenClaw \u53d1\u5e03 v2026.6.9 \u7248\u672c\uff0c\u4e3b\u8981\u6539\u8fdb\u5305\u62ec\u66f4\u4e30\u5bcc\u7684 Telegram \u6295\u9012\u3001\u66f4\u7a33\u5b9a\u7684 Agent \u6062\u590d\u3001\u66f4\u5f3a\u7684 Codex \u96c6\u6210\u3001\u66f4\u7cbe\u7b80\u7684\u5206\u53d1\uff0c\u4ee5\u53ca\u641c\u7d22\u548c\u6280\u80fd\u7684\u4f18\u5316\u3002Web \u548c\u539f\u751f\u5ba2\u6237\u7aef\u65b9\u9762\uff0cControl UI \u589e\u52a0\u4e86\u4f1a\u8bdd\u5de5\u4f5c\u533a\u4fa7\u680f\u548c\u6269\u5c55\u5065\u5eb7\u9762\u677f\uff0ciOS \u6dfb\u52a0\u4e86 Watch \u63a7\u5236\uff0cAndroid \u589e\u52a0\u4e86\u804a\u5929\u4e0a\u4e0b\u6587\u663e\u793a\u3002Codex Hosted Search \u6b63\u5f0f\u53ef\u7528\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@openclaw: <a href=\"https:\/\/x.com\/openclaw\/status\/2068567818862485740\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/openclaw\/status\/2068567818862485740<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-638ea3a3d8\">GPT-Image-2 \u54c1\u724c\u89c6\u89c9\u7cfb\u7edf\uff1a\u4ece\u5355\u56fe\u751f\u6210\u5230\u5b8c\u6574\u8bbe\u8ba1\u5957\u4ef6<\/h2>\n<p>\u591a\u4f4d\u535a\u4e3b\u5206\u4eab\u4e86\u5bf9 GPT-Image-2 \u80fd\u529b\u7684\u6df1\u5165\u63a2\u7d22\u3002@derek_wall90176 \u53d1\u5e03\u4e86\u5b8c\u6574\u7684\u54c1\u724c\u89c6\u89c9\u7cfb\u7edf Prompt \u65b9\u6cd5\u8bba\uff0c\u5c55\u793a\u5982\u4f55\u7528\u51e0\u53e5\u8bdd\u751f\u6210\u5305\u62ec Logo\u3001\u8272\u5f69\u4f53\u7cfb\u3001\u5b57\u4f53\u89c4\u8303\u3001\u793e\u5a92\u6a21\u677f\u3001\u5305\u88c5\u8bbe\u8ba1\u5728\u5185\u7684\u5b8c\u6574\u54c1\u724c\u89c6\u89c9\u624b\u518c\u3002@op7418 \u5219\u63a2\u8ba8\u4e86\u7528 Nano Banana \u8d85\u5206\u653e\u5927 GPT-Image-2 \u56fe\u7247\u4ee5\u6d88\u9664\u6bdb\u8e81\u7eb9\u7406\u7684\u6280\u5de7\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@derek_wall90176: <a href=\"https:\/\/x.com\/derek_wall90176\/status\/2068499121057693932\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/derek_wall90176\/status\/2068499121057693932<\/a><\/li>\n<li>@derek_wall90176: <a href=\"https:\/\/x.com\/derek_wall90176\/status\/2068499558016200926\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/derek_wall90176\/status\/2068499558016200926<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-be3d65fcbb\">Nous Research \u53d1\u5e03 Hermes Agent Blank Slate \u6a21\u5f0f<\/h2>\n<p>Nous Research \u4e3a Hermes Agent \u65b0\u589e Blank Slate \u8bbe\u7f6e\u6a21\u5f0f\uff0c\u7528\u6237\u53ef\u4ee5\u4ece\u96f6\u6784\u5efa Agent\uff0c\u4ec5\u5305\u542b provider\u3001model\u3001\u6587\u4ef6\u64cd\u4f5c\u548c\u7ec8\u7aef\uff0c\u518d\u624b\u52a8\u6dfb\u52a0\u5176\u4ed6\u80fd\u529b\u3002\u8be5\u9879\u76ee\u5df2\u7d2f\u8ba1\u8d85\u8fc7 1500 \u4f4d\u8d21\u732e\u8005\uff0c\u793e\u533a\u53c2\u4e0e\u5ea6\u6301\u7eed\u4e0a\u5347\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2068405008685539514\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/NousResearch\/status\/2068405008685539514<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-7e570d673f\">\u5411\u9633\u4e54\u6728\u5f00\u6e90 Codex \u56fe\u6807\u751f\u6210 Skill<\/h2>\n<p>@vista8\uff08\u5411\u9633\u4e54\u6728\uff09\u5f00\u6e90\u4e86\u4e00\u5957\u540d\u4e3a&quot;\u4e54\u6728 icon \u8bbe\u8ba1&quot;\u7684 Skill\uff0c\u652f\u6301\u4e24\u79cd\u56fe\u6807\u751f\u6210\u65b9\u6848\uff1a\u901a\u8fc7 Codex \u8c03\u7528 Imagen \u751f\u56fe\uff0c\u6216\u641c\u7d22 2 \u4e07 SVG \u56fe\u6807\u540e\u52a0\u80cc\u666f\u751f\u6210\u3002\u5b89\u88c5\u547d\u4ee4\u4e3a npx skills add joeseesun\/qiaomu-icon-generator\uff0c\u9002\u5408\u5feb\u901f\u751f\u6210 App \u548c\u7f51\u9875\u56fe\u6807\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2068551441048858744\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2068551441048858744<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=360 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=33 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=121 \u52a0\u6743\u63a8\u6587\u5206=98.95 \u539f\u521b\u63a8\u6587\u6570=64 RT \u63a8\u6587\u6570=22 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=2 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u5929\u7126\u70b9\u5305\u62ec\u524d\u6cbfAI\u516c\u53f8\u7684\u4eba\u624d\u4e89\u593a\u3001\u6a21\u578b\u5b89\u5168\u5f15\u53d1\u7684\u9ad8\u5ea6\u5173\u6ce8\uff0c\u4ee5\u53ca\u957f\u6587\u672c\u63a8\u7406\u6548\u7387\u7684\u663e\u8457\u7a81\u7834\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-1379","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\/1379","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=1379"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1379\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1379"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1379"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1379"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}