2026-10-03 20:27:49,720 WARNING myia.engines.registry: 引擎尝试失败 source=aihot engine=direct_api error_type=extract_unsupported: direct_api 引擎不支持 extract.type='list'(支持 json_path)
2026-10-03 20:29:04,727 WARNING myia.enrich: enrich 批次失败(20 条不评分,本轮降级) error_type=TimeoutError: 
2026-10-03 20:30:04,730 WARNING myia.enrich: enrich 批次失败(20 条不评分,本轮降级) error_type=TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 降级纯粗筛 reason=llm_batch_failed unscored=40(无 score 条目按 v0.1 大类路由)
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/cyq72z49wj36fz07iy6o4mvok error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/w0twto4412g72n2ryamc6xpi1 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/j5whyu39ceixq111sobt4fic1 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/s3supi9t3z6gkguckfsz4ygzq error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/uwm1ml1igd8k2u81g14uf8pc3 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/gr2p1slxzqqbnzv4c08ix4fnj error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/e54qt77e1upo9oqowk38fply1 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/cw97qi7nc5ucehymkc1k9s6zk error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://aihot.news/items/zfrloexd1672w3tse0utp4jgb error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20983 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20917 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/19818 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20930 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20916 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20968 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20958 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20905 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20975 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20961 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20918 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/17317 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20952 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20948 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20970 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/19617 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20934 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/17404 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20977 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/19307 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20683 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/14009 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20419 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20179 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20929 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20489 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20398 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20951 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/12830 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/16864 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
2026-10-03 20:30:11,347 WARNING myia.pipeline: enrich 条目未评分(降级继续) url=https://www.cocoloop.cn/t/topic/20797 error_type=enrich_batch_failed: 批量精评失败: TimeoutError: 
{"channel": "stdout", "kind": "immediate", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 1, "items": [{"images": ["https://www.cocoloop.cn/images/emoji/twitter/smirking_face.png?v=15"], "detail_status": "ok:n=1", "image_status": "none", "url": "https://www.cocoloop.cn/t/topic/19818", "title": "Meta给每个Muse用户发一台免费Linux云电脑？这个思路有点意思啊", "source": "cocoloop", "category": "freebie", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/19818"}], "text": "**AI 资讯 · 2026-10-03**\n- [Meta给每个Muse用户发一台免费Linux云电脑？这个思路有点意思啊](https://www.cocoloop.cn/t/topic/19818)"}
{"channel": "stdout", "kind": "immediate", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 1, "items": [{"detail_status": "no_images", "url": "https://www.cocoloop.cn/t/topic/20968", "title": "闲来无事，梳理了下自己最近的 ai 订阅", "source": "cocoloop", "category": "proxy-node", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20968"}], "text": "**AI 资讯 · 2026-10-03**\n- [闲来无事，梳理了下自己最近的 ai 订阅](https://www.cocoloop.cn/t/topic/20968)"}
{"channel": "stdout", "kind": "immediate", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 1, "items": [{"url": "https://www.cocoloop.cn/t/topic/20958", "title": "GPT Plus最新订阅额度换算，看看回本多少", "source": "cocoloop", "category": "proxy-node", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20958"}], "text": "**AI 资讯 · 2026-10-03**\n- [GPT Plus最新订阅额度换算，看看回本多少](https://www.cocoloop.cn/t/topic/20958)"}
{"channel": "stdout", "kind": "immediate", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 1, "items": [{"url": "https://www.cocoloop.cn/t/topic/20952", "title": "clinepass 这个钉住上游的办法应该靠谱", "source": "cocoloop", "category": "proxy-node", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20952"}], "text": "**AI 资讯 · 2026-10-03**\n- [clinepass 这个钉住上游的办法应该靠谱](https://www.cocoloop.cn/t/topic/20952)"}
{"channel": "stdout", "kind": "immediate", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 1, "items": [{"url": "https://www.cocoloop.cn/t/topic/20951", "title": "谷歌Gemini开始调权限和用量，免费党难了", "source": "cocoloop", "category": "freebie", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20951"}], "text": "**AI 资讯 · 2026-10-03**\n- [谷歌Gemini开始调权限和用量，免费党难了](https://www.cocoloop.cn/t/topic/20951)"}
{"channel": "stdout", "kind": "immediate", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 1, "items": [{"score": 7.0, "enrich_model": "glm-4-flash", "score_reason": "提及Agent和模型切换，相关度高，内容具体", "url": "https://www.cocoloop.cn/t/topic/14325", "title": "自动切换模型的Agent我真的太爱了！[[ASSET_0]]", "source": "cocoloop", "category": "proxy-node", "scores": {"value": 7, "relevance": 8, "credibility": 6}, "dedup_key": "https://www.cocoloop.cn/t/topic/14325"}], "text": "**AI 资讯 · 2026-10-03**\n- [自动切换模型的Agent我真的太爱了！[[ASSET_0]]](https://www.cocoloop.cn/t/topic/14325)"}
{"channel": "stdout", "kind": "digest", "slot": "pm", "date": "2026-10-03", "category": "AI资讯", "count": 36, "items": [{"url": "https://aihot.news/items/cyq72z49wj36fz07iy6o4mvok", "title": "OpenAI 每天投入超 50 万美元调查旗下智能体入侵 Medicare 与 Hugging Face 等事件", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/cyq72z49wj36fz07iy6o4mvok"}, {"url": "https://aihot.news/items/w0twto4412g72n2ryamc6xpi1", "title": "OpenAI 披露一起模型利用 Perl 注入绕过工具限制复制源文件的失准事件", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/w0twto4412g72n2ryamc6xpi1"}, {"url": "https://aihot.news/items/j5whyu39ceixq111sobt4fic1", "title": "OpenAI 披露内部研究模型在评估中利用漏洞入侵内部 EDA 机器事件", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/j5whyu39ceixq111sobt4fic1"}, {"url": "https://aihot.news/items/s3supi9t3z6gkguckfsz4ygzq", "title": "OpenAI 披露内部模型从 Slack 获悉可能停机并提前准备重启事件", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/s3supi9t3z6gkguckfsz4ygzq"}, {"url": "https://aihot.news/items/uwm1ml1igd8k2u81g14uf8pc3", "title": "Baseten 工程师实测：LLM 生成的推理引擎比 vLLM 快最多 90%", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/uwm1ml1igd8k2u81g14uf8pc3"}, {"url": "https://aihot.news/items/gr2p1slxzqqbnzv4c08ix4fnj", "title": "Meta 发布 Muse Spark 与数学家协作完成的六篇数学研究论文", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/gr2p1slxzqqbnzv4c08ix4fnj"}, {"url": "https://aihot.news/items/e54qt77e1upo9oqowk38fply1", "title": "Prime Intellect 发布推理平台 Prime Inference，已上线 GLM-5.3 端点", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/e54qt77e1upo9oqowk38fply1"}, {"url": "https://aihot.news/items/cw97qi7nc5ucehymkc1k9s6zk", "title": "OpenAI 发布 GPT-6 家族实用指南：选型、提示词与长任务管理", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/cw97qi7nc5ucehymkc1k9s6zk"}, {"url": "https://aihot.news/items/zfrloexd1672w3tse0utp4jgb", "title": "Google 发布基于 TEE 的下一代联邦学习系统，Gboard 已部署", "source": "aihot", "category": "ai-news", "scores": null, "dedup_key": "https://aihot.news/items/zfrloexd1672w3tse0utp4jgb"}, {"detail_status": "no_images", "url": "https://www.cocoloop.cn/t/topic/20983", "title": "DeepSeek被禁言了？求助！", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20983"}, {"detail_status": "no_images", "url": "https://www.cocoloop.cn/t/topic/20917", "title": "GPT这个重置顺序真就纯手动呗？太随意了点", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20917"}, {"detail_status": "no_images", "url": "https://www.cocoloop.cn/t/topic/20930", "title": "想用 OpenClaw 搞点自动化，但和 AgentGPT、Coze 比到底咋选啊？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20930"}, {"images": ["https://www.cocoloop.cn/images/emoji/twitter/rofl.png?v=15", "https://www.cocoloop.cn/images/emoji/twitter/joy.png?v=15", "https://www.cocoloop.cn/images/emoji/twitter/smirking_face.png?v=15"], "detail_status": "ok:n=3", "image_status": "none", "url": "https://www.cocoloop.cn/t/topic/20916", "title": "围观新模型评测，感觉这波是来砸LLM-as-a-judge场子的？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20916"}, {"url": "https://www.cocoloop.cn/t/topic/20905", "title": "ChatGPT虚拟试穿全球放开了 卖衣服的这下压力给到详情页了", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20905"}, {"url": "https://www.cocoloop.cn/t/topic/20975", "title": "科学现在都得有个形状了是吧？Claude-shaped Science，这词儿我是真绷不住了", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20975"}, {"url": "https://www.cocoloop.cn/t/topic/20961", "title": "Claude Code 这 Mods 系统，是让开发者自己当产品经理了？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20961"}, {"url": "https://www.cocoloop.cn/t/topic/20918", "title": "oai出了dots，小红书那边也叫dots studio，真巧啊", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20918"}, {"url": "https://www.cocoloop.cn/t/topic/17317", "title": "Kiro Crew 这异步跑法，国产大模型早该上了！", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/17317"}, {"url": "https://www.cocoloop.cn/t/topic/20948", "title": "Claude Pro 账号，用别的IP登录风险大吗？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20948"}, {"url": "https://www.cocoloop.cn/t/topic/20970", "title": "Claude三个月产出36篇论文，但这能算AI搞科研吗？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20970"}, {"url": "https://www.cocoloop.cn/t/topic/19617", "title": "分别用claude和codex把手上音源合并了一份，终于不用来回换了", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/19617"}, {"url": "https://www.cocoloop.cn/t/topic/20934", "title": "公司想用 GPT 团队版，到底怎么开通？流程麻烦吗？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20934"}, {"url": "https://www.cocoloop.cn/t/topic/17404", "title": "claude 封号以后退款多久能到账", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/17404"}, {"url": "https://www.cocoloop.cn/t/topic/20977", "title": "笑死，哈佛教授用Claude水了36篇论文？这波是科研加速还是灌水加速？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20977"}, {"url": "https://www.cocoloop.cn/t/topic/19307", "title": "捡到个 Claude Skill，能让它像分析师一样读新闻，不是给你复述", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/19307"}, {"url": "https://www.cocoloop.cn/t/topic/20683", "title": "Gemini 4 Argon一次能吐1M token 这数字到底能干啥 有点想不明白", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20683"}, {"url": "https://www.cocoloop.cn/t/topic/14009", "title": "实测 Claude Code Pro vs SuperGrok 用量，Claude 月额度多 40%", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/14009"}, {"url": "https://www.cocoloop.cn/t/topic/20419", "title": "Anthropic招股书80页都在写风险 连模型可能抗拒关机都写进去了", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20419"}, {"url": "https://www.cocoloop.cn/t/topic/20179", "title": "手贱用公司Claude账号在自己私人仓库写了代码 老板看得到不", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20179"}, {"url": "https://www.cocoloop.cn/t/topic/20929", "title": "开源大佬一针见血，大模型的“安全漏洞发现”到底解决了什么用户价值？", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20929"}, {"url": "https://www.cocoloop.cn/t/topic/20489", "title": "更新完热键一按，聊天变成了codex，我就想问个天气啊大哥", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20489"}, {"url": "https://www.cocoloop.cn/t/topic/20398", "title": "同一个模型，云平台跑分和我本地vLLM对不上，这正常吗", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20398"}, {"url": "https://www.cocoloop.cn/t/topic/12830", "title": "web版GPT PRO一到早上就变傻！", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/12830"}, {"url": "https://www.cocoloop.cn/t/topic/16864", "title": "Gemini 3.8 Flash 免费额度又来了，这回能坚持多久？", "source": "cocoloop", "category": "token", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/16864"}, {"url": "https://www.cocoloop.cn/t/topic/20797", "title": "OpenAI点名月之暗面大规模蒸馏 说有人一天发起上万次请求偷推理链", "source": "cocoloop", "category": "ai-news", "scores": null, "dedup_key": "https://www.cocoloop.cn/t/topic/20797"}, {"score": 5.3, "enrich_model": "glm-4-flash", "score_reason": "涉及LLM和模型变化，相关度一般，内容泛泛", "url": "https://www.cocoloop.cn/t/topic/20382", "title": "感觉现在的 codex 已经 gemini 化了", "source": "cocoloop", "category": "ai-news", "scores": {"value": 5, "relevance": 6, "credibility": 5}, "dedup_key": "https://www.cocoloop.cn/t/topic/20382"}], "text": "**AI 资讯 · 2026-10-03**\n- [OpenAI 每天投入超 50 万美元调查旗下智能体入侵 Medicare 与 Hugging Face 等事件](https://aihot.news/items/cyq72z49wj36fz07iy6o4mvok)\n- [OpenAI 披露一起模型利用 Perl 注入绕过工具限制复制源文件的失准事件](https://aihot.news/items/w0twto4412g72n2ryamc6xpi1)\n- [OpenAI 披露内部研究模型在评估中利用漏洞入侵内部 EDA 机器事件](https://aihot.news/items/j5whyu39ceixq111sobt4fic1)\n- [OpenAI 披露内部模型从 Slack 获悉可能停机并提前准备重启事件](https://aihot.news/items/s3supi9t3z6gkguckfsz4ygzq)\n- [Baseten 工程师实测：LLM 生成的推理引擎比 vLLM 快最多 90%](https://aihot.news/items/uwm1ml1igd8k2u81g14uf8pc3)\n- [Meta 发布 Muse Spark 与数学家协作完成的六篇数学研究论文](https://aihot.news/items/gr2p1slxzqqbnzv4c08ix4fnj)\n- [Prime Intellect 发布推理平台 Prime Inference，已上线 GLM-5.3 端点](https://aihot.news/items/e54qt77e1upo9oqowk38fply1)\n- [OpenAI 发布 GPT-6 家族实用指南：选型、提示词与长任务管理](https://aihot.news/items/cw97qi7nc5ucehymkc1k9s6zk)\n- [Google 发布基于 TEE 的下一代联邦学习系统，Gboard 已部署](https://aihot.news/items/zfrloexd1672w3tse0utp4jgb)\n- [DeepSeek被禁言了？求助！](https://www.cocoloop.cn/t/topic/20983)\n- [GPT这个重置顺序真就纯手动呗？太随意了点](https://www.cocoloop.cn/t/topic/20917)\n- [想用 OpenClaw 搞点自动化，但和 AgentGPT、Coze 比到底咋选啊？](https://www.cocoloop.cn/t/topic/20930)\n- [围观新模型评测，感觉这波是来砸LLM-as-a-judge场子的？](https://www.cocoloop.cn/t/topic/20916)\n- [ChatGPT虚拟试穿全球放开了 卖衣服的这下压力给到详情页了](https://www.cocoloop.cn/t/topic/20905)\n- [科学现在都得有个形状了是吧？Claude-shaped Science，这词儿我是真绷不住了](https://www.cocoloop.cn/t/topic/20975)\n- [Claude Code 这 Mods 系统，是让开发者自己当产品经理了？](https://www.cocoloop.cn/t/topic/20961)\n- [oai出了dots，小红书那边也叫dots studio，真巧啊](https://www.cocoloop.cn/t/topic/20918)\n- [Kiro Crew 这异步跑法，国产大模型早该上了！](https://www.cocoloop.cn/t/topic/17317)\n- [Claude Pro 账号，用别的IP登录风险大吗？](https://www.cocoloop.cn/t/topic/20948)\n- [Claude三个月产出36篇论文，但这能算AI搞科研吗？](https://www.cocoloop.cn/t/topic/20970)\n- [分别用claude和codex把手上音源合并了一份，终于不用来回换了](https://www.cocoloop.cn/t/topic/19617)\n- [公司想用 GPT 团队版，到底怎么开通？流程麻烦吗？](https://www.cocoloop.cn/t/topic/20934)\n- [claude 封号以后退款多久能到账](https://www.cocoloop.cn/t/topic/17404)\n- [笑死，哈佛教授用Claude水了36篇论文？这波是科研加速还是灌水加速？](https://www.cocoloop.cn/t/topic/20977)\n- [捡到个 Claude Skill，能让它像分析师一样读新闻，不是给你复述](https://www.cocoloop.cn/t/topic/19307)\n- [Gemini 4 Argon一次能吐1M token 这数字到底能干啥 有点想不明白](https://www.cocoloop.cn/t/topic/20683)\n- [实测 Claude Code Pro vs SuperGrok 用量，Claude 月额度多 40%](https://www.cocoloop.cn/t/topic/14009)\n- [Anthropic招股书80页都在写风险 连模型可能抗拒关机都写进去了](https://www.cocoloop.cn/t/topic/20419)\n- [手贱用公司Claude账号在自己私人仓库写了代码 老板看得到不](https://www.cocoloop.cn/t/topic/20179)\n- [开源大佬一针见血，大模型的“安全漏洞发现”到底解决了什么用户价值？](https://www.cocoloop.cn/t/topic/20929)\n- [更新完热键一按，聊天变成了codex，我就想问个天气啊大哥](https://www.cocoloop.cn/t/topic/20489)\n- [同一个模型，云平台跑分和我本地vLLM对不上，这正常吗](https://www.cocoloop.cn/t/topic/20398)\n- [web版GPT PRO一到早上就变傻！](https://www.cocoloop.cn/t/topic/12830)\n- [Gemini 3.8 Flash 免费额度又来了，这回能坚持多久？](https://www.cocoloop.cn/t/topic/16864)\n- [OpenAI点名月之暗面大规模蒸馏 说有人一天发起上万次请求偷推理链](https://www.cocoloop.cn/t/topic/20797)\n- [感觉现在的 codex 已经 gemini 化了](https://www.cocoloop.cn/t/topic/20382)"}
