{"no":133,"date":"2026.09.09","weekday":"星期三","cn_date":"2026年9月9日 星期三","total":68,"rest":50,"one_line":"安全指控与学术争议交织，AI施工方案亦需审慎对待。","cover":null,"items":[{"n":1,"type":"AI事件","src":"AI事件","title":"NSA、FBI 和 CISA 指控 DeepSeek、月之暗面等六家中国 AI 公司大规模提取美国模型知识","sum":"NSA、FBI和CISA指控DeepSeek、月之暗面、阿里巴巴、MiniMax、阶跃星辰和Z.ai自2024年起以工业规模提取美国模型知识，称其通过多渠道路由绕过规则，提升数学和编码能力。争议焦点在于访问和同意，蒸馏在授权时合法。美国开发者被敦促立即行动并共享情报，涉事公司未立即回应。","img":"","links":[{"url":"https://x.com/thexpin/status/2097615997616406833"}],"section":"models","prior":null},{"n":2,"type":"新模型","src":"Reddit / r/StableDiffusion","title":"Flux 2 Klein 9b LoRa：精确控制眼睛方向，红点定位即可","sum":"作者（Hehyehyhehy）此前发布过 Sun Direction Lora 等工具，现推出 Eyes Direction LoRa，用于 Flux 2 Klein 9b 模型。该工具通过红点标记指定眼睛注视位置，可精确控制任意风格图像的眼睛方向，解决了以往“看向镜头”等模糊指令的问题。相关信息和模型已发布在 Hugging Face 上。","img":"media/2026.09.09/43.jpg","links":[{"url":"https://huggingface.co/eric-venti-seeds/Eyes_Direction_Lora_Flux2Klein9B"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wbfptw/precise_control_of_the_eyes_direction_with_this/"}],"section":"creative","prior":null},{"n":3,"type":"社区热议","src":"Reddit / r/AI_Agents","title":"Reddit 热议：推荐真正实用的 AI Agent 工作流搭建 YouTuber","sum":"一位 Reddit 用户在寻求推荐非销售导向、非基础入门级的 YouTuber，用于学习 AI Agent 工作流搭建。他提到喜欢 Cody Schneider、Bilawal Sidhu、Greg Isenberg 和 Ras Mic 等创作者，并希望看到更多关于商业、编程和实际应用的真实案例。","img":"","links":[{"url":"https://www.reddit.com/r/AI_Agents/comments/1wb8xjc/best_youtubers_for_agentic_workflow_building/"}],"section":"agents","prior":null},{"n":4,"type":"AI事件","src":"AI事件","title":"NYU 数学家指控 OpenAI 在千禧年难题竞赛中不正当竞争，Bubeck 否认","sum":"NYU数学教授Tristan Buckmaster宣布与Anthropic数学家Levent Alpöge合作，利用Codex和Claude模型，对Navier-Stokes千禧年难题取得初步证明。他指控OpenAI在得知其进展后，用大量算力抢先完成证明，并试图要求其删除合作者署名。OpenAI数学研究负责人Sebastian Bubeck否认指控，称其“虚假且煽动性”。","img":"media/2026.09.09/03.jpg","links":[{"url":"https://techcrunch.com/2026/09/08/openai-fought-dirty-on-career-making-math-problem-says-nyu-mathematician"}],"section":"products","prior":null},{"n":5,"type":"AI事件","src":"AI事件","title":"纽约大学教授质疑OpenAI借助其研究抢先发布纳维-斯托克斯问题证明","sum":"纽约大学数学教授Tristan Buckmaster与Anthropic数学家Levent Alpöge合作，使用Codex和Claude AI模型在纳维-斯托克斯问题上取得初步进展。Buckmaster指控OpenAI在得知其研究进展后，利用计算资源优势抢先完成完整证明，并质疑OpenAI可能通过其Codex交互数据训练模型。OpenAI否认直接访问其工作，但承认无法排除去标识化数据的影响。","img":"media/2026.09.09/39.jpg","links":[{"url":"https://www.ithome.com/1/000/353.htm"}],"section":"research","prior":null},{"n":6,"type":"行业动态","src":"Digg","title":"AI生成周末住宅翻新方案引争议，建筑师称未达施工标准","sum":"Nikita Bier发帖称，他花了一个周末将土地和土壤勘测、Zillow数据和卫星照片输入AI工具，为山坡房产生成翻新概念，并称输出基本可施工，减少中间环节。建筑师和建筑商回应称设计未达施工标准，存在专业责任、土壤报告解读和总项目成本方面的差距。","img":"media/2026.09.09/30.jpg","links":[{"url":"https://digg.com/tech/iuy65e4v"},{"url":"https://x.com/nikitabier/status/2097367605342539884"}],"section":"voices","prior":null},{"n":7,"type":"AI 事件","src":"AI 事件","title":"美国政府指控 DeepSeek 等 6 家中国 AI 公司工业规模蒸馏美国模型","sum":"美国 NSA、CISA 和 FBI 发布联合公告 AA26-251A，指控 DeepSeek、月之暗面、阿里巴巴、MiniMax、阶跃星辰和智谱等 6 家中国 AI 公司自 2024 年底起，通过 API 代理等灰色渠道，对美国前沿模型进行<b>工业规模蒸馏</b>。其中月之暗面被指蒸馏了 17 个美国模型以训练 Kimi-K3，DeepSeek 被指诱导模型输出隐藏推理步骤。","img":"","links":[{"url":"https://x.com/rohanpaul_ai/status/2097605329123147987"}],"section":"models","prior":null},{"n":8,"type":"开源项目","src":"Reddit / r/StableDiffusion","title":"Krea 2 Turbo 新 LoRA：恢复采样多样性，不损图像质量","sum":"Reddit 用户分享了一个针对 Krea 2 Turbo 的 rank-32 LoRA，旨在恢复 Turbo 蒸馏所移除的采样多样性，同时不降低图像质量或提示遵循度。该 LoRA 使用 SDA（语义方向对齐）损失和 Forward XM 最佳候选探索训练，仅在去噪前两步运行。测试显示，启用 LoRA 后，相同提示生成的图像差异更大。","img":"media/2026.09.09/57.jpg","links":[{"url":"https://huggingface.co/krea/Krea-2-Turbo"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wbit1s/krea_2_turbo_sda_diversity_lora_restores_the/"}],"section":"creative","prior":{"date":"2026.09.03","title":"Reddit 网友沉迷 AI 模型：KREA 2 Turbo、SCAIL-2、H3 等新作频出"}},{"n":9,"type":"社区热议","src":"Reddit / r/LocalLLaMA","title":"LM Studio 强制推广 Bionic Agent，用户抱怨下载主产品困难","sum":"Reddit 用户发帖抱怨 LM Studio 官网全力推广新推出的 Bionic Agent 产品，导致用户难以找到并下载原版 LM Studio。用户认为这是最愚蠢的营销决策，并指出 LM Studio 原本是 Ollama 到 vLLM 之间的常用推理工具，如今却因强制推广 Bionic 而损害了用户好感。","img":"","links":[{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wble79/why_the_hell_is_lm_studio_making_lm_studio_so/"}],"section":"agents","prior":null},{"n":10,"type":"行业动态","src":"行业动态","title":"曝 DeepSeek 聘请中信证券筹备科创板 IPO，目标年内递交申请","sum":"据路透社报道，DeepSeek 已聘请中信证券筹备科创板上市，计划年内启动 IPO，目标今年递交申请、明年挂牌。公司拟募资用于算力建设、模型研发与芯片自研。2026 年前 7 个月营收约 4.75 亿元，约为 2025 年全年 10 倍。","img":"media/2026.09.09/33.jpg","links":[{"url":"https://www.ithome.com/1/000/188.htm"}],"section":"products","prior":null},{"n":11,"type":"开源项目","src":"Reddit / r/LocalLLaMA","title":"Qwen3.8-Flash-Next 登陆 MLX-serve，支持 1M 上下文","sum":"MLX-serve 联合创建者发布了 Qwen3.8-Flash-Next 引擎支持，通过 8 位 KV 缓存和混合量化（稠密层 8 位、专家层 4 位），在 M5 Max 128GB 上实现 1M 上下文推理，生成速度约 40 tok/s（散文）和 75 tok/s（编码）。","img":"media/2026.09.09/44.jpg","links":[{"url":"https://github.com/ddalcu/mlx-serve"},{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wb7p70/qwen38flashnext_on_mlxserve_1m_context_is_released/"}],"section":"research","prior":null},{"n":12,"type":"行业观点","src":"Digg","title":"陶哲轩呼吁AI公司优先探索新数学洞见，而非解题竞赛","sum":"陶哲轩在X上发帖，指出纯数学问题之所以被提出，是因为解决它们的努力历史上推动了领域发展，而非解决方案本身急需。Gary Marcus转发了该帖截图，引发关于AI应侧重暴力计算还是新工具的讨论。","img":"media/2026.09.09/19.jpg","links":[{"url":"https://digg.com/tech/3dpakpun"},{"url":"https://x.com/GaryMarcus/status/2097004119919927487"}],"section":"voices","prior":null},{"n":13,"type":"AI事件","src":"Digg","title":"AI崛起引发热议：人类未来何去何从","sum":"Atulit Gaur 发推称讨厌AI执行人类智能应做的事，如解决千年问题、治愈癌症。Eddie Nasser 回应称AI可带来持续且近乎免费的药物研发和个性化教育。Shailin Thomas 质疑失业率达60%时社会是否进步。","img":"media/2026.09.09/09.jpg","links":[{"url":"https://digg.com/tech/b7t1c63m"},{"url":"https://x.com/shailinthomas/status/2097354449312215158"}],"section":"products","prior":null},{"n":14,"type":"行业动态","src":"行业动态","title":"《The Intercept》披露美国国防部曾要求 OpenAI 提供对军事指令最低拒绝率的特别版 AI","sum":"据《The Intercept》获得的文件，美国国防部曾要求OpenAI提供对军事指令具有“最低拒绝率”的定制AI版本，相关条款出现在编号P00003的合同更新版中，合同总额最高2亿美元。OpenAI和五角大楼均否认最终合同包含该措辞，称文件为草案，但《The Intercept》质疑其真实性，因文件未标注草案且五角大楼律师曾确认其为最终版。","img":"media/2026.09.09/35.jpg","links":[{"url":"https://www.ithome.com/1/000/277.htm"}],"section":"products","prior":null},{"n":15,"type":"社区热议","src":"Digg","title":"AI时代：早期工作与传统教育之争，年轻人该何去何从？","sum":"在Digg上，用户@Owner1win发帖称年轻人在缺乏现实信息的情况下过早选择专业。@worldoffisher等多名用户回复认为，工作应与教育并行，因为金钱、截止日期和客户相关的实践经验与理论不同。他们还指出，AI改变角色和工作流程的速度快于教育适应速度，使早期工作成为做出明智决策和积累经验的最快途径。","img":"media/2026.09.09/53.jpg","links":[{"url":"https://digg.com/tech/d1s1vgs6"},{"url":"https://x.com/Owner1win/status/2097020538308661432"}],"section":"products","prior":null},{"n":16,"type":"社区热议","src":"Digg","title":"AI治愈癌症，功劳该归谁？","sum":"Michael Antonelli在X上提问，若AI上传所有现有研究后治愈癌症，功劳归谁。回复中有人感叹个人专业知识变得过时，有人指出AI只是人类知识的统计集合，不具备感知能力，还有人强调AI可辅助扫描检测，但无法替代药物治疗。","img":"media/2026.09.09/48.jpg","links":[{"url":"https://digg.com/tech/woy3zlvq"},{"url":"https://x.com/BullandBaird/status/2097414314831339869"}],"section":"products","prior":null},{"n":17,"type":"AI事件","src":"AI事件","title":"Sam Altman 回应与 Anthropic 研究员的 Navier-Stokes 证明发布争议","sum":"Sam Altman称周末与团队沟通，强调Sebastien Bubeck等人行为正直，曾提议合作或让Anthropic先发布，但对方不沟通并威胁指控抄袭。Bubeck澄清截图是协调发布，从未要求删除Levent作者身份。","img":"","links":[{"url":"https://x.com/sama/status/2097385167002415140"}],"section":"voices","prior":null},{"n":18,"type":"官方指南","src":"官方指南","title":"Anthropic 发布 Claude Platform 降本指南：提示缓存、反模式清理与 effort 校准","sum":"Anthropic 官方博客介绍通过优化提示缓存、清理提示反模式和校准 effort 来降低 Claude 成本。新增了 /claude-api prompt-audit、hillclimb、cost-optimize 等自动化工具，并给出具体案例：prompt-audit 平均降低成本 14.6%、提升准确率 5.3%；hillclimb 在客服基准上以约五分之一成本将准确率从 78.6% 提升至 90.5%。","img":"media/2026.09.09/04.jpg","links":[{"url":"https://x.com/ClaudeDevs/status/2097369738968195513"},{"url":"https://claude.com/blog/reducing-cost-and-improving-performance-with-claude-platform"}],"section":"products","prior":null}]}