{"no":1000,"date":"2026.10.01","weekday":"星期四","cn_date":"2026年10月1日 星期四","total":45,"rest":27,"one_line":"GPT-6.1 以低价逼近前沿编码能力，视频人物替换与 Agent 榜单同步推进；本地推理的成本账，也开始被认真计算。","cover":null,"items":[{"n":1,"type":"新模型","src":"新模型","title":"OpenAI 发布 GPT-6.1 Sol：以 Astra 五分之一价格接近其编码与计算机操作水平","sum":"OpenAI 发布 GPT-6 家族中端模型 <b>GPT-6.1 Sol</b>，在智能体编码、电脑操作和专业工作上接近 Astra，价格仅为 Astra 标准输入输出的五分之一。缓存输入降至每百万 token <b>0.10 美元</b>，比 GPT-6 Sol 低 50%，现已上线 API、ChatGPT Work 和 Codex。","img":"media/2026.10.01/06.jpg","links":[{"url":"https://www.marktechpost.com/2026/09/30/openai-releases-gpt-6-1-sol-near-astra-coding-and-computer-use-at-one-fifth-of-astras-token-price/"}],"section":"models","prior":null},{"n":2,"type":"技巧","src":"Reddit / r/comfyui","title":"用 H3 精准替换视频中一个人：保留拥抱、摘墨镜与唇形同步","sum":"作者称这是他尝试过最难的项目之一：只替换视频中的一个人，同时保留拥抱等互动，并完成摘墨镜和唇形同步。全部由<b>自建智能体 AI 系统</b>负责协调与质检，使用<b>自建 minimax H3 工作流</b>，由自建渲染调度分发器在本地与按需 GPU 池上渲染，全程从 iPhone 监控和调度。","img":"","links":[{"url":"https://www.reddit.com/r/comfyui/comments/1wuetyg/selective_character_replacement_with_h3/"}],"section":"creative","prior":null},{"n":3,"type":"行业动态","src":"行业动态","title":"Gemini 4 Argon (High) 登 Arena Agent Arena 第 8 名，净提升 +7.92%","sum":"Arena.ai 公布，<b>Gemini 4 Argon (High)</b> 在 Agent Arena 排名第 8，净提升 <b>+7.92%</b>，并以 <b>每任务 0.62 美元</b>重塑帕累托前沿。它比第 19 名、净提升 +2.96% 的 Gemini 3.8 Flash (High) 高出 4.96 个百分点，在可控性、确认成功等信号上表现突出。","img":"","links":[{"url":"https://x.com/arena/status/2105411271525052418"}],"section":"agents","prior":null},{"n":4,"type":"用户反馈","src":"Reddit / r/ClaudeAI","title":"Reddit 用户质疑 Claude 为何能搜到《守望先锋》治疗量数据","sum":"一名首次在 Reddit 发帖的用户称，自己让 <b>Claude Opus 5.5</b>（推理强度 Max）计算《守望先锋》体育场模式中哪个治疗者与搭配 perk 治疗量最高，并要求给出 Brigitte、Mercy 以及持续治疗和爆发治疗最强角色。用户原以为模型会引用可靠来源，但质疑为何这类内容没有被标记跳过。","img":"","links":[{"url":"https://www.reddit.com/r/ClaudeAI/comments/1wuh8vh/is_claude_a_freak/"}],"section":"products","prior":null},{"n":5,"type":"开源项目","src":"Reddit / r/ClaudeAI","title":"开发者周末用 TypeScript 做出「摧毁任意网站」火柴人沙盒游戏","sum":"一位 TypeScript 开发者在周末完成了自己的梦想项目：一款火柴人破坏沙盒游戏，灵感来自《Animator Vs. Animation》。玩家<b>输入一个网站 URL</b>，页面就会变成可破坏的关卡，用武器摧毁一切，并支持<b>多人联机</b>。技术栈为 TypeScript 自研引擎与 Canvas 2D 渲染，联机用 Cloudflare Durable Objects，托管在 Cloudflare Workers。","img":"","links":[{"url":"https://destroy.spritefusion.com/"},{"url":"https://www.reddit.com/r/ClaudeAI/comments/1wv2r73/made_a_destroy_any_website_stickman_game/"}],"section":"research","prior":null},{"n":6,"type":"成本讨论","src":"Reddit / r/LocalLLaMA","title":"用7900XTX跑本地AI每小时电费0.12€，比用前沿模型更便宜吗？","sum":"一位用户用7900XTX加9800x3D本地跑Qwen flash或Qwen 27b dense，当地电价<b>0.25€/kWh</b>（区间0.11€~0.35€），借ChatGPT算出每小时AI成本约<b>0.12€</b>。他据此发问：若deepseek flash每百万token更快，是否说明前沿模型对自己更便宜，还是自己算错了。","img":"","links":[{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wuhrop/if_one_hour_of_ai_is_costing_me_012_is_paying_for/"}],"section":"voices","prior":null},{"n":7,"type":"新模型","src":"Reddit / r/GeminiAI","title":"Google DeepMind 发布 Gemini 4 Argon，面向可信网络防御者先行开放","sum":"Google DeepMind 发布新一代前沿模型 <b>Gemini 4 Argon</b>，先通过 <b>Fairwind 计划</b>向一批可信网络防御者开放。该模型面向长周期复杂任务，输出上限提升至 <b>100 万 token</b>，在软件工程、法律金融等企业知识工作和网络安全防御中表现前沿。","img":"media/2026.10.01/04.jpg","links":[{"url":"https://deepmind.google/blog/gemini-4-argon-our-next-era-of-frontier-intelligence/"},{"url":"https://x.com/officiallogank/status/2105388054274080946?s=46"},{"url":"https://www.reddit.com/r/GeminiAI/comments/1wufb0a/gemini_4_for_real/"}],"section":"models","prior":{"date":"2026.09.03","title":"Google DeepMind发布WeatherNext 3气象大模型，每小时刷新与5公里高精度全球预报"}},{"n":8,"type":"开源项目","src":"Reddit / r/comfyui","title":"ComfyUI-RMBG v3.2.0 发布：新增分辨率选择器与图像对比节点，启动提速至 0.1 秒内","sum":"ComfyUI-RMBG 发布 v3.2.0，新增 <b>Resolution Selector</b> 和 <b>Image Compare View</b> 两个节点，并修复了 transformers 5.0 兼容性、批处理尺寸不匹配等问题。所有加载大模型的节点新增可选的 <b>unload_model</b> 开关，启动时间从约 15 秒降至 0.1 秒以内。","img":"media/2026.10.01/28.jpg","links":[{"url":"https://github.com/1038lab/ComfyUI-RMBG"},{"url":"https://www.reddit.com/r/comfyui/comments/1wuhk2h/comfyuirmbg_v320_run_faster_and_more_convenient/"}],"section":"creative","prior":null},{"n":9,"type":"功能更新","src":"功能更新","title":"ChatGPT 现可直接构建并部署 MCP 服务器","sum":"Tibo 表示，用户现在可以<b>直接通过 ChatGPT 构建并部署 MCP 服务器</b>，并可将访问权限限制给指定对象或向全世界共享。Max Stoiber 同时宣布，<b>ChatGPT Sites 可托管 MCP 服务器</b>，并支持插件扩展，例如通过 @sites 创建一个可在 ChatGPT 中使用的待办清单。","img":"","links":[{"url":"https://x.com/thsottiaux/status/2105519215092584786"}],"section":"agents","prior":null},{"n":10,"type":"AI 事件","src":"Reddit / r/ClaudeAI","title":"我告诉 Claude 我喜欢巴赫和合成器：Opus 5.5 创作 Contrapunctus Acidus","sum":"一位用户在与 Claude Code（Opus 5.5）打磨游戏生成式配乐时，让 Claude 开一个支线任务，用同一套 Rust/FunDSP 合成引擎创作一首约 2 分钟的硬核合成器巴洛克作品。Claude 把乐谱写成程序，用脚本检查对位，再用自己写的 FunDSP 引擎渲染，因无法听音而靠测量结果多轮修正，最终产出 <b>Contrapunctus Acidus</b> 及可视化。","img":"","links":[{"url":"https://youtu.be/yOR4eXKJiZw"},{"url":"https://www.reddit.com/r/ClaudeAI/comments/1wuqjz8/i_told_claude_i_like_bach_and_synths/"}],"section":"products","prior":{"date":"2026.09.23","title":"Opus 5.5 帮我建了个网站：照片一键变单线画，还能生成绘制过程视频"}},{"n":11,"type":"开源项目","src":"Reddit / r/LocalLLaMA","title":"286 老电脑跑通 AI 对话与画图：Tandy 1000 TL/3 上的 DeskMind","sum":"作者在 Tandy 1000 TL/3（10 MHz 286、640K、Tandy Video II）上运行 DOS 程序 DeskMind，经 PicoMEM 2 网卡和 mTCP 连到 PC 上的 Python 服务器 MindServer，由服务器驱动 Qwen3.8-27B 与 Krea 2。286 只收纯文本行和可直接写入显存的图片，从不接触 JSON、base64 或 PNG。","img":"media/2026.10.01/43.jpg","links":[{"url":"https://github.com/RowanUnderwood/DeskMind"},{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wuxzdg/why_am_i_like_this_full_chat_and_image_generation/"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wuw8as/why_am_i_like_this_image_generation_on_a_286/"}],"section":"research","prior":null},{"n":12,"type":"行业动态","src":"Reddit / r/ClaudeAI","title":"Reddit 用户质疑 Opus 5.5 上线后被暗中降级，并讨论如何测量与维权","sum":"一名 Reddit 用户称 <b>Opus 5.5 上线前 5-6 天表现极佳</b>，随后突然在简单任务上出错、回复风格异常，此后质量再未恢复。他建议在新模型发布时保存提示词与测试结果，日后复测并同时记录响应速度，还援引欧盟《数字内容指令》认为若服务与宣传不符可要求退款。","img":"","links":[{"url":"https://www.reddit.com/r/ClaudeAI/comments/1wuw9bc/opus_55_nerfing_how_to_measure_how_to_spot_how_to/"}],"section":"voices","prior":null},{"n":13,"type":"新模型","src":"新模型","title":"GPT-6.1 Sol (Max) 以 1759 分登上 Code Arena: WebDev 第 3 名","sum":"OpenAI 的 <b>GPT-6.1 Sol (Max)</b> 在 Code Arena: WebDev 榜单上以 <b>1759 分</b>排名第 3，混合价格 <b>8 美元/百万 Token</b>。相比 GPT-6 Sol (Max)，同价下提升 <b>70 分</b>，总排名上升 4 位，并在全部七个细分品类中均有提升。","img":"","links":[{"url":"https://x.com/arena/status/2105367591174995999"}],"section":"models","prior":null},{"n":14,"type":"技巧","src":"Reddit / r/StableDiffusion","title":"Reddit 用户实测 RefMods：无需标签即可为 MH3 生成角色 LoRA 与语音克隆","sum":"一位 Reddit 用户分享使用 RefMods for MH3 的体验，称此前尝试过角色图、character-sheets、i2v 以及为 Krea2 训练 LoRA，都不如 RefMods。<b>无需任何标签</b>，用一批图片就能快速生成可长期使用的 safetensors 文件，人脸相似度很高且无失真；<b>把 mp3 语音放进同一文件夹</b>，还能在同一个 safetensors 里生成近乎 1:1 的语音克隆。作者还更新","img":"","links":[{"url":"https://www.youtube.com/watch?v=2K6-OtV_Vbc"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wumahn/i_am_blown_away_by_refmods_for_mh3/"}],"section":"creative","prior":null},{"n":15,"type":"开源项目","src":"Reddit / r/StableDiffusion","title":"MiniMax H3 X2 Detail VAE：一次失败实验带来的 2 合 1 视频 VAE 发布","sum":"作者为 MiniMax H3 VAE 尝试做 2X 细节增强，希望放大后能包含真实新增细节，但最终发现<b>普通生成的 H3 latent 本身不含这些额外信息</b>，原目标未达成。不过实验产出了可用成果，打包为 2 合 1 发布：<b>2X VAE 模式</b>用于普通 H3 生成，<b>2X VAE + Detailed 模式</b>用于参考图/图生视频流程，并附带模型、ComfyUI 节点、工作流和视频对比。","img":"media/2026.10.01/31.jpg","links":[{"url":"https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wuov6t/minimax_h3_x2_detail_vae_my_attempt_to_get_more/"}],"section":"creative","prior":{"date":"2026.08.08","title":"MiniMax开源新一代通用视频模型 MiniMax H3"}},{"n":16,"type":"功能更新","src":"Reddit / r/StableDiffusion","title":"Viggle turbo v0.3 适配 Qwen image 2.1：颗粒更少、表面更干净","sum":"Viggle turbo v0.3 面向 Qwen image 2.1 发布，6 步模式下相比 v0.2.1 <b>颗粒更少、表面更干净</b>，但细腻纹理略软，多样性与小字准确度基本持平。新增 9 步模式：先跑 7 个 turbo 步，再关掉 LoRA 由基础模型完成最后两步，细节更细、小字更常正确，耗时约为 6 步的 <b>1.4–1.5 倍</b>。","img":"media/2026.10.01/36.jpg","links":[{"url":"https://huggingface.co/Viggle/Qwen-Image-2.1-viggle-turbo#9-steps"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wuqgkh/viggle_turbo_v03_for_qwen_image_21_less_grain_and/"}],"section":"products","prior":{"date":"2026.09.20","title":"Qwen Image 2.1 开源：7B 模型支持透明图像与多图编辑，ComfyUI 集成获社区好评"}},{"n":17,"type":"技巧","src":"Reddit / r/StableDiffusion","title":"MiniMax 搭配环绕 LoRA 与首尾帧，360 度环绕运镜效果惊艳","sum":"Reddit 用户分享在 MiniMax 上使用 <b>环绕 LoRA</b> 配合<b>首尾帧</b>的玩法，效果被评价为非常出色。其提示词要求画面只保留一个冻结瞬间、仅相机做连续 360 度环绕，人物与物体保持位置、朝向、形状和姿态不变，空中物体悬停，人脸、手、衣物、液体和背景静止，仅靠相机视差产生运动感，且不允许剪辑、变焦、变形或新增物体。","img":"media/2026.10.01/40.jpg","links":[{"url":"https://huggingface.co/pablodawson/MiniMax-H3-360-Orbit-LoRA"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wuzyq0/orbiting_lora_first_and_last_frame_in_minimax/"}],"section":"products","prior":null},{"n":18,"type":"硬件装机","src":"Reddit / r/LocalLLaMA","title":"Reddit 网友装齐 4 张 Tesla T4，本地推理机达 64GB 显存","sum":"一位 Reddit 网友晒出自己组装完成的本地推理主机：<b>4 张 Tesla T4 16GB 显卡</b>，合计 <b>64GB 显存</b>，搭配 SuperMicro X11SPA-T 主板、Xeon W3225 和 768GB DDR4 ECC 内存。他原本打算升级 CPU，但对比旧机器上核心更多的 CPU 后速度表现很好，认为升级不会有差别。","img":"","links":[{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wupsay/finally_got_my_4th_card_in_64gb_total/"}],"section":"products","prior":null}]}