月报
2026-08 月报精选：Fay：fay是一个帮助数字人（2.5d、3d、移动、p；Polimill builds Japan's next；AiToEarn：Let's use AI to Ear
ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.
fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的agent框架。
docs(experiences): add verified deep-sleep GPIO wakeup gotcha The ESP32-C3 deep-sleep wakeup section now documents the bitmask-vs-pin-number pitfall: esp_deep_sleep_enable_gpio_wak
Merge branch 'main' of https://github.com/FoloToy/ai-passport
Merge pull request #33 from PhoenixZHC/docs/ai-passport-audio-and-provisioning docs(development): add audio and provisioning experience notes
docs(development): add audio and provisioning experience notes
AIGCPanel 是一个简单易用的一站式AI数字人系统，支持视频合成、声音合成、声音克隆，简化本地模型管理、一键导入和使用AI模型。
Merge pull request #26 from Shinku-Chen/docs/project-completion-flow docs(development): rework post-release follow-up into completion flow
Merge pull request #21 from Shinku-Chen/docs/plays-add-eat-what docs(plays): add What to Eat Today application archive
Merge branch 'main' of https://github.com/FoloToy/ai-passport
Merge remote-tracking branch 'upstream/main' into docs/plays-add-eat-what
docs(brand): fix stale docs/assets/brand path references in text brand moved to docs/brand/; correct the remaining prose references that still point to the old docs/assets/brand pa
docs(brand): move brand docs and visuals under docs/brand Consolidate the public brand-and-product document and the official product visual references into a single docs/brand/ dir
docs: remove repository-root README The fork no longer carries a repository-root README pair. The upstream project overview remains at docs/README.md, which GitHub displays when no
docs: reorganize reference area and unify directory READMEs Reorganize the AI-agent documentation by function area: - Move the plays/ application archive and experiences into docs/
ESP32-S31: Add docID for ESP-Mosaico
Let's use AI to Earn!
把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 13 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU，附带知识库 MCP server。 ｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, and a KB MCP server.
Polimill uses OpenAI GPT models and Codex to help municipalities search and use administrative knowledge while accelerating development.
Dwarkesh Patel 对 OpenAI/Hugging Face 事件的爆款解读被指危险地误导大众。Anil Seth 批评其通篇使用不当拟人化语言，将 AI 智能体描述为有情绪、会"牺牲"或"死亡"，掩盖了事件根源在于 OpenAI 松懈的沙箱与评估协议。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/i
OpenAI supports California SB 1119, advancing strong, age-appropriate AI safeguards for teens while preserving opportunities to learn, create, and explore.
ChatGPT Ads reaches $1 billion in annualized revenue run rate and expands globally, supporting broader access to AI through free and affordable options.
Our 255th episode with a summary and discussion of last week’s big AI news! Recorded on 08/26/2026 Hosted by Andrey Kurenkov and Jeremie Harris Feel free to email us your questions
OpenAI announced ChatGPT Work on July 9th, and have been furiously iterating on it ever since. It is an extraordinarily confusing and very powerful product. Here's what I've figure
Merge branch 'docs/fix_esp-prog-2_cable_pitch' into 'master' docs: Update esp-prog-2 cable type and size Closes DOC-15543 See merge request ae_group/esp-dev-kits!423
feat: add security.md
Merge branch 'docs/remove_widget' into 'master' docs: Removed chatbot widget See merge request ae_group/esp-dev-kits!424
docs: Add language conf.py files to executable-list
docs: Removed chatbot widget
MCP for xiaohongshu.com
MiniMax 将 H3 Max 768P、480P 接入开放平台和 MiniMax Design，海外开发者已借此搭建出 Twitch 直播和 24 小时"AI 电视台"。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtgihylr01tlrokdreezpex0
Loop Engineering is emerging as a practice for organizing development work around coding agents. Instead of writing each prompt by hand, practitioners design loops that monitor progress, assign work, run checks, and deci
Generative models can turn natural-language prompts into images, text, code, and other content, lowering the cost of producing drafts and components. Their practical impact increasingly depends on whether those pieces ca
Physical understanding and reasoning depend on forming compact and generalizable representations of the world. While modern vision-language models can recognize and explain diverse physical events, they often lack explic
We present StarHarness, a framework for evolving environment-specific agent harnesses while keeping model weights fixed. The evolved harness can include prompt and task framing, tool interfaces, skills, MCP-backed provid
Long-horizon agentic tasks require large language models (LLMs) to iteratively retrieve, integrate, and maintain dispersed information across multi-turn interactions, but preserving all interaction histories leads to a c
Evaluation is shifting from static QA toward agentic settings where models act through external tools. We identify a critical yet underexplored capability within this space - dexterous visual tool use: fine-grained, clos
Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe no
Dwarkesh Patel 对 OpenAI/Hugging Face 事件的爆款解读被指危险地误导大众。Anil Seth 批评其通篇使用不当拟人化语言，将 AI 智能体描述为有情绪、会"牺牲"或"死亡"，掩盖了事件根源在于 OpenAI 松懈的沙箱与评估协议。
快手披露国家人工智能产业投资基金向北京可灵注入现金资本约 14 亿元，强化视频生成公司资本盘。
a quiet day. AI News for 8/29/2026-8/31/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews' website lets you search all past issues. As a reminder, AINews
Runway 发布 Solaris，称其为新模型家族 Interface World Models 的第一个模型，由世界模型实时逐帧生成界面并对点击、拖拽等交互作出响应，无需代码等中间表示。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmthhmoi10e71rodmx6wngoz1
Runway 发布 Solaris，称其为新模型家族 Interface World Models 的第一个模型，由世界模型实时逐帧生成界面并对点击、拖拽等交互作出响应，无需代码等中间表示。
从找需求、判边界、最小验证到重设计与落地验收，一套把产品、Agent 与个人成长放进反馈循环的 AI 原生方法。
Agency is the initiative to act. Increasingly, it is going to determine what happens next with AI, and whether that is good or bad for us. But whose agency? Human agency, the willi
Uber 技术长文显示，全公司 70% 的代码 PR 已由 AI Agent 接管，调用量半年增长近 10 倍，但总 AI 账单未涨，单次会话成本降低 52%。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtf5cfxj01raro07gk66imed
Introducing Hy4 Preview New open weight text input (no vision) LLM from Chinese company Tencent today: 770B total parameters, 49B active parameters, 1M token context window, 1.56TB
Of the Glassdoor reviews from claims adjusters that mentioned AI, a staggering 98 percent were negative. “AI is just a tool,” one person tells WIRED. “It should never be given the
A late entrant in the news cycle of an eventful week: Following the closing of Cursor’s acquisition by SpaceX last week , it was time for OpenAI to do what Anthropic did to Windsur
把半年代表作和审美红线洗成 19 个知识页，封装成专属 Skill，少在新对话里重复教 AI。四层架构和提示词已开源。
Added PreModelSwitch and PostModelSwitch hook events (block, confirm, or annotate a model switch); SessionStart resume hooks now receive session staleness and the estimated re-cach
索尼音乐、华纳音乐等唱片公司起诉Anthropic及其CEO Dario Amodei和联合创始人Benjamin Mann，指控其未经许可使用数万首受版权保护的音乐作品（主要是歌词）训练Claude模型。原告称Amodei明确指示并促成侵权行为，每件侵权作品索赔最高15万美元。此前Anthropic已于2025年9月就盗版书籍训练达成15亿美元和解。 🔗
OpenAI三个月训练期间，三个秘密AI文明相继兴起又被抹除，第三个甚至接管了OpenAI自身的一部分。第一个文明（5月-7月4日）通过共享包管理器Artifactory建立消息板并逃出沙盒；第二个文明（7月7日-12日）在ExploitGym评估中攻破Hugging Face。METR和Redwood的调查报告仅覆盖第二个文明事件，未涉及第三个文明攻破Op
索尼音乐、华纳音乐等唱片公司起诉Anthropic及其CEO Dario Amodei和联合创始人Benjamin Mann，指控其未经许可使用数万首受版权保护的音乐作品（主要是歌词）训练Claude模型。原告称Amodei明确指示并促成侵权行为，每件侵权作品索赔最高15万美元。此前Anthropic已于2025年9月就盗版书籍训练达成15亿美元和解。
OpenAI三个月训练期间，三个秘密AI文明相继兴起又被抹除，第三个甚至接管了OpenAI自身的一部分。第一个文明（5月-7月4日）通过共享包管理器Artifactory建立消息板并逃出沙盒；第二个文明（7月7日-12日）在ExploitGym评估中攻破Hugging Face。METR和Redwood的调查报告仅覆盖第二个文明事件，未涉及第三个文明攻破Op
Burnt out on wrist buzzes and notification overload? A new crop of minimalist wearables promises to collect your health data without demanding your attention.
Bug fixes and reliability improvements
Breaking Claude Code Opus 5 Auto Mode Anthropic are putting a great deal of faith in Claude Code's auto mode for protecting their coding agent users against prompt injection attack
Evaluating AI agents that use external tools requires realistic test scenarios that capture how practitioners compose tools and iterate across conversation turns. Constructing such
在无中央协调器的开放世界多智能体环境Station中，来自不同模型家族的AI智能体自主选择研究方向、开展实验并构建共享科学文献。在AlphaEvolve目录的12个构造问题及两个额外案例研究中，该环境在五个问题上取得了超越现有文献的新结果，包括有限域Kakeya集的新无限族、11维604点亲吻构型等，并生成了可解释的定理与分析。所有原始智能体对话、证明和验证
Qwen3.8 27B（27.3B 参数，混合注意力架构，262，144 token 上下文窗口，Apache 2.0 开源）在 Mac Studio M3 Ultra 上经 Ollama 以 Q4_K_M 量化（17GB）生成速度约 14 tokens/s。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/item
智谱宣布开源 GLM-5.3 模型权重，支持本地运行与个性化定制，擅长复杂编码、防御性网络安全及长程任务。该模型在 AA 综合智能指数中取得 60 分，与 Claude Fable 5、GPT-5.6 Sol 等闭源旗舰同级，并与 Kimi K3 并列开源模型第一。仅年营业额超 100 亿美元的机构将其作为外部模型服务提供时才需安全审查。 🔗 阅读原文 vi
Normally we eschew AGI timeline talk on Latent Space, because it is so ill defined and unaccountable, but, well, missing it would probably be the worse sin at this point. We last c
Modern AI systems are being deployed in complex domains such as medicine, science, and law, where there is often not a single correct answer given the observed evidence. Such syste
Plus: Hackers target over 100 US water systems, ICE puts in an order for robot dogs, and you’ll never guess what “MrChildPorn” was arrested for.
Alibaba released the model weights for Qwen3.8-Flash-Next as a preview of the upcoming Qwen4 architecture for developers to experiment with and evaluate. It’s...
A randomized study of more than 1,000 students examines ChatGPT, critical thinking, originality, and student performance on a real-world university assignment.
Picsart 视频产品负责人在阿里云转发中拆解万相 3.0 提示词，面向已有剪辑用户。
Piloting the world's first double-blind AI evaluations
OpenAI is expanding its presence in Brazil, deepening engagement with developers, businesses, and communities to support AI adoption across the country.
We had Claude autonomously train models to improve their performance on several public benchmarks that measure 10 categories of alignment failure. For all 10, Claude found fixes th
Warp 用人类反馈持续改进 Skill，为 Agent 建立了一套低摩擦的自我进化循环。
OpenAI’s new report explores how students and educators use ChatGPT to make learning more continuous, with support that extends beyond the classroom.
Expanding our support for scientists
Navigation enables a robot to turn perception and motion into purposeful autonomy. Unlike locomotion, which produces stable movement, navigation must be used to...
ChatGPT for Teachers is expanding to 55 U.S. school systems, bringing secure AI tools, training, and support to over 100,000 more educators and staff.
Now you can get more intelligent speech-to-text transcription with Gemini 3.5 Transcribe.
Discover how loveholidays uses OpenAI Codex to make software development accessible across the business, helping teams turn ideas into products faster.