月报
2026-08 月报精选：Fay：fay是一个帮助数字人（2.5d、3d、移动、p；clipforge：ClipForge（原『带货剪手』/；2.1.238
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.
ESP32-S31: Add docID for ESP-Mosaico
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。
feat: add security.md
Scandit's SDK-integration skills plugin, live on the community marketplace since May. 86 skills covering barcode/ID/label capture across 11 platforms; skills-only, Apache-2.0, pinn
fix(install): preserve opencode non-hook defaults
Merge branch 'main' of https://github.com/FoloToy/ai-passport
Merge branch 'main' of https://github.com/FoloToy/ai-passport
Merge pull request #21 from Shinku-Chen/docs/plays-add-eat-what docs(plays): add What to Eat Today application archive
Merge pull request #26 from Shinku-Chen/docs/project-completion-flow docs(development): rework post-release follow-up into completion flow
Merge pull request #33 from PhoenixZHC/docs/ai-passport-audio-and-provisioning docs(development): add audio and provisioning experience notes
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(development): add audio and provisioning experience notes
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
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/
Let's use AI to Earn!
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
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
Full Changelog: https://github.com/anthropics/claude-code-action/compare/v1.0.208...v1.0.209
Full Changelog: https://github.com/anthropics/claude-code-action/compare/v1.0.209...v1.0.210
Internal/Other Changes - Updated bundled Claude CLI to version 2.1.251
feat: Add support for Xteink X4 Classic board (#3279)
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。
0.6.6 (2026-08-27) Full Changelog: aws-sdk-v0.6.5...aws-sdk-v0.6.6 Bug Fixes aws,bedrock: prefer env credentials over AWSPROFILE (436) (d1fd5dd) aws,bedrock: sign repeated query ke
MCP for xiaohongshu.com
Drop the "roughly 2.5x cheaper and 3x faster" figures from the intro and the results discussion, and reword the matched-rigor caveat so it no longer asserts a cost win. The measure
What's changed - Bug fixes and reliability improvements
What's changed - Added PreModelSwitch and PostModelSwitch hook events (block, confirm, or annotate a model switch); SessionStart resume hooks now receive session staleness and the
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.
Added a keybindingFlavor setting: set it to "readline" to make Ctrl+W in the prompt delete back to the previous whitespace, as in Bash; the default ( "classic" ) is unchanged Plugin marketplaces: headersHelper on a url m
Polimill uses OpenAI GPT models and Codex to help municipalities search and use administrative knowledge while accelerating development.
fix: release dictionary font caches on exit (#3317) ## Summary Should help with #3019. --- ### AI Usage While CrossPoint doesn't have restrictions on AI tools in contributing, plea
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.
Use Claude, Anthropic's AI assistant, right from your terminal. Claude can understand your codebase, edit files, run terminal commands, and handle entire workflows for you.
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
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
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。
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
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
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
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
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。
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
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。
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。
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。
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
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
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
Equipping Large Language Models (LLMs) with multi-turn tool-calling capabilities is essential for building autonomous agents. However, progress is fundamentally limited by the reliance on full-length trajectory imitation
Scaling robot data is crucial for building generalist Vision-Language-Action (VLA) models, yet robot trajectories are harder to scale than web-scale image-text data because embodied collection is costly and sparsely cove
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
Self-evolving language models have recently emerged as a promising path toward superintelligence, with the advantage of reducing the cost of human supervision. While considerable progress has been made in verifiable doma
Language model pretraining has become almost synonymous with prohibitive cost, placing it out of reach for much of the academic and open-source communities. Although strong open-source efforts already exist, including op
Streaming 3D reconstruction from extremely long videos requires estimating camera motion and scene geometry online under bounded memory and computation. Early streaming models achieve causal, bounded-cost inference using
Recurrent fast-weight memories and selective state-space models compress an expanding context into a fixed-size recurrent state, making the state transition an online learning rule. We study this rule under read-after-wr
Vision-Language-Action (VLA) models can turn multimodal context into robot actions, but their action decoders are still trained largely by behavior cloning. This supervises which motor command was demonstrated while leav
Factual question answering (QA) typically assumes a single canonical answer, obscuring whether large language models (LLMs) retain divergent accounts of long-tail facts. To address this gap, we introduce ElephantBench, a
Autoregressive video diffusion enables scalable long-video generation by producing chunks from a bounded recent context. While recency-based caching preserves local continuity, it evicts historical cues needed when subje
Spatio-temporal video grounding (STVG) requires models to identify when a referred event occurs and localize the target entity throughout that interval. Existing multimodal large language models typically serialize dense
Scaling video generation to long durations reveals a critical bottleneck: current models lack robust long-term memory. This deficiency can be studied along two critical aspects: object permanence, the ability to precisel
Due to the nature of quadratic attention, Large Language Models (LLMs) consume a lot of memory and energy. Every new token costs more than the previous one. For each additional token, the keys and values must be stored i
LLM-based agents can interact with external environments through tool invocation, but this capability also introduces security risks such as file modification, information leakage, and unauthorized actions. Existing guar
Recent generative approaches to geometry estimation adapt pretrained image diffusion models and treat the task as image-conditioned generation. Leveraging off-the-shelf image diffusion models, they either (i) train task
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