周报
2026-W35 周报精选：clipforge：ClipForge（原『带货剪手』/；Add scandit-sdk plugin (comm；Merge branch 'main' of https
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.
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
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(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
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
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
feat: Add support for Xteink X4 Classic board (#3279)
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
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
Internal/Other Changes - Updated bundled Claude CLI to version 2.1.251
Updated to parity with Claude Code v2.1.251
Added PreModelSwitch and PostModelSwitch hook events (block, confirm, or annotate a model switch); SessionStart resume hooks now receive session staleness and the estimated re-cache cost - Added live streaming of a for
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
Fixed a crash on startup on Linux distributions that ship glibc 2.44 (for example Arch Linux, CachyOS and Fedora Rawhide)
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
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
With the rapid growth of live-streaming e-commerce and digital marketing, abnormal marketing behaviors have become increasingly concealed and coordinated across heterogeneous modalities, challenging platform governance a
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.
MiniMax 称 H3-Max 正在把沉浸式 AI 直播从演示推向可运营。
Bug fixes and reliability improvements
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
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%。
Evaluating AI agents that use external tools requires realistic test scenarios that capture how practitioners compose tools and iterate across conversation turns. Constructing such
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
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
The key-value (KV) cache is the dominant memory bottleneck of long-context large language model (LLM) inference, growing linearly with context length. We show that uniform KV quantization on a fractional-bit grid does no
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...
Burnt out on wrist buzzes and notification overload? A new crop of minimalist wearables promises to collect your health data without demanding your attention.
A randomized study of more than 1,000 students examines ChatGPT, critical thinking, originality, and student performance on a real-world university assignment.
Ars Technica 深入报道 Meta 在数据中心测试运维机器人，任务包括插拔线缆和重启服务器。
Piloting the world's first double-blind AI evaluations
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
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
OpenAI is expanding its presence in Brazil, deepening engagement with developers, businesses, and communities to support AI adoption across the country.
Navigation enables a robot to turn perception and motion into purposeful autonomy. Unlike locomotion, which produces stable movement, navigation must be used to...
Expanding our support for scientists
Previewing the Model Hardware Standard
Our decision to wind down our contract providing OpenAI models to Cursor following its acquisition by SpaceX.
Credit risk analysis in financial institutions traditionally requires analysts to manually write SQL queries, run statistical computations, and build visualization dashboards. This is a time-consuming workflow that limit
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.
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.
OpenAI’s new report explores how students and educators use ChatGPT to make learning more continuous, with support that extends beyond the classroom.
Starting September 14, we're permanently raising standard weekly limits in Claude Code by 25% for Pro, Max, Team, and seat-based Enterprise plans. Until then, the current 50% incre
Google 开发者博文同步 Omni 1.1 Flash，面向 API/AI Studio 的视频生成控制与定价说明。
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.
行业讨论引用数据：中国厂商占全球人形机器人出货约 86%，英伟达被拿来对标 CUDA 生态打法。
Discover how organizations use AI to personalize engagement, strengthen relationships, and deliver more responsive experiences at scale. The post Accelerating Frontier Transformation: Reinvent customer engagement appeare
MiniMax 展示 H3 接到 Twitch 直播，持续生成视频流，验证超实时出片。
我们很遗憾地看到，OpenAI 发布声明称计划在三个月内阻止 Cursor 用户访问 OpenAI 模型。 OpenAI 模型承载了 Cursor 约 5% 的用户流量，我们正在与 OpenAI 团队沟通以解决此事。 Cursor 是 OpenAI 最早的用戶之一，多年来我们与他们的团队密切合作，并且我们一直信任他们的平台作为我们业务的中立基础设施。 🔗 阅
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 因 SpaceX 收购 Cursor 后信任问题，决定终止向其提供模型访问，合作于 11 月 12 日结束。开发者仍可通过自有 OpenAI API 密钥及 IDE 扩展继续使用 GPT 模型。OpenAI 表示将继续支持广泛的工具生态与开源计划。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/ite
中文快讯同步 Meta 在数据中心测试插拔线缆、重启服务器的运维机器人。
OpenAI shares findings from the Hugging Face security incident and the steps we’re taking to strengthen AI model security, monitoring, and alignment.
Learn how to use Google Search tools to find home decor inspiration, shop for furniture, and tackle DIY projects.
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
Hidden-state probes effectively detect LLM hallucinations, but the geometry of the signal remains poorly characterized, driving increasingly complex probe architectures. Across three 7B-scale models and three datasets in
Qwen3.8-Flash-Next Another open weights model from Qwen. This one is "a multimodal MoE model that also serves as an early preview of the architecture used in Qwen4". It's pretty big: 125B tokens, but only 6B active which