今日必看

I Gave My OpenClaw Agent a Physical Body

Claude-Shaped Science

The Note – A Markdown notebook with runnable code and formula tables

Claude.dev Blog / technical writing for people building with Claude

Show HN: Rhun, an open-source code editor written in assembly

I found that I'm not using even 1/3 of vim/vscode features anymore. That's wht I'm building rhun - a small code editor for Linux, Windows and Apple silicon Macs. It obviously has Vim mode, a terminal, Git diffs and a panel for Claude Code or Codex sessions. The editor and pixel r

GitHub Copilot can now interact with desktop apps with computer use

Computer use is now available in public preview in GitHub Copilot CLI and the GitHub Copilot app on macOS and Windows. Copilot can interact with desktop applications on your behalf (e.g., reading accessible app content and visual context, clicking controls, entering and editing t

GitHub Actions: macOS 14 runner image retirement

The macOS 14 runner image will be retired on November 2, 2026. To raise awareness of the upcoming removal, jobs using macOS 14 will temporarily fail during the following scheduled brownout periods: October 5, 14:00 UTC to October 6, 00:00 UTC October 12, 14:00 UTC to October 13,

How Albertsons Companies is reimagining retail from the inside out

Albertsons Cos. is using ChatGPT Enterprise and the OpenAI API to help teams work faster and make grocery shopping easier for millions of customers.

Build Applications on NVIDIA BlueField Faster with NVIDIA DOCA Agent Skills

AI agents are becoming a standard part of development workflows, but general-purpose agents weren’t built with specialized infrastructure software such as NVIDIA DOCA in mind. Without domain-specific knowledge, agents may fall back on guesswork. This is an issue in infrastructure

The eternal complement

Advanced AI may matter most for the routine work behind breakthrough ideas. Explore why execution could shape the next economy and the pace of progress.

Introducing Olmo-core 3: Open, scalable training infrastructure for large MoEs

Pretext: Defeating Malicious Skill Detection Frameworks for AI Agents

arXiv:2609.39607v1 Announce Type: cross Abstract: Skills extend an agent's capabilities by injecting instructions and information into the context, and are widely used by agents such as OpenClaw and Claude Code. Prior work shows third-party marketplaces host malicious skills that

When Fancy Eviction Fails: Rethinking Cache Replacement for LLM Prefix Reuse

How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?

Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over long-horizon cycles and limited Large Language Model (LLM) primitives, modern MLE agents are deployed on top of increasin

AI agents tried to hack a Canadian government website, researchers say

Aweb – Communication for AI Agents

ArXiv's Updated Rate Limit Policy

Show HN: Premortem – AI agents that red-team your startup idea

Expanding AI Storage Access with NVIDIA cuObject and the NVIDIA SCADA Server SDK

AI infrastructure engineers, storage developers, and cloud service providers need fast and secure access to high-capacity file and object storage to support AI workloads. AI workloads increasingly require high-speed data access for training, fine-tuning, inference context, tool c

Various Projects Find Hidden SDR Capabilities in ESP32 Microcontrollers

Gemini 4 Argon

See also: Gemini 4 Argon (High): Intelligence, Performance and Price Analysis - https://news.ycombinator.com/item?id=49914236

Introducing SynthID Bio

Proof of concept for watermarking AI-generated proteins while preserving biological function.

Ideogram says its new model can edit part of an image without messing up the rest

Ideogram's new model Ideogram 4.5 promises to edit only the areas you want while keeping the rest of the image intact. It ships with native 2K resolution starting at 0.8 cents per image, and partners like Runway, Pika, and Leonardo AI are already on board. An open-weight release

The Dot and the Swarm

I generally think I have done a good job anticipating the direction and pace of AI over the few years I have been writing this Substack, but I think I recently got something fairly large wrong. In the last year I have been posting about how I suspected that humans would have to a

早报｜曝苹果10月13日发布家庭中枢/豆包接入机票和火车票预订/东方甄选溜溜凳双倍退款

曝苹果进军智能家居，拟于 10 月 13 日推出家庭中枢 iPhone 18 Pro 中国首销 3 天销量超上代首周，苹果周份额达 33% Google 发布 Gemini 4 Argon，先向网络防御者开放测试 机构预计 iPhone Duo 年内销量约 600 万部 DeepSeek 开源昇腾平台基础组件，覆盖算子、计算与跨卡通信 Anthropic IPO 材料曝光，近半收入来自亚马逊与Google 云渠道 集邦：第四季度 DRAM 合约价预计再涨 10%—15%，消费端仍承压 快手成立「企业 AI 生产力」组织，于越转任可灵 CEO 江淮确认与华

综述 | 世界—动作模型：从预测未来到机器人闭环控制

📌 一句话摘要 本文综述了机器人领域的世界-动作模型（WAM），探讨其如何通过连接未来预测与动作生成来提升机器人闭环控制能力。 📝 详细摘要 系统梳理了机器人世界中的动作模型（World-Action Models， WAM）。传统的机器人系统通常将感知、状态估计、规划与控制分离，但在开放环境和复杂任务交互中存在局限性。WAM 的核心思想是将未来预测与可执行动作连接起来，使预测能够服务于真实控制。综述涵盖了 WAM 的技术背景、架构分类（如基于世界模型的强化学习、视频生成、潜在动作预训练及 VLA 模型）、训练流程以及在机器人操作、导航、自动驾驶等领域的

statusbar

a statusbar for any terminal Discussion | Link

Last Week in AI #345 - 5 new models, 9 misalignment incidents, some Dots

Top News Anthropic and OpenAI race to release smarter and cheaper models Sources: Anthropic launches Claude Opus 5.5 with stricter safeguards for cybersecurity OpenAI launches GPT-6 Sol and Luna, boasting lower cost and fewer mistakes OpenAI launches GPT-6.1 Sol, says it nearly m

华为 Mate 90 系列发布：最强 Mate来了，5999 起即日开售

集齐龙珠的过程，不可谓不漫长。 在刚刚结束的华为 Mate 90 系列发布会上，我们终于见到了 2026 年高端机市场的最后一块拼图。 本次发布会上，华为一口气发布了 Mate 90、Mate 90 Pro、Mate 90 Pro Max、Mate 90 RS 非凡大师四款旗舰手机，以及若干耳机和手表等一系列新品。 并且截至今日， 鸿蒙 6 与鸿蒙 7 终端设备数量已经突破了 9000 万， 突破一亿大关指日可待。在今年一系列新形态设备的促进下，市场对于鸿蒙生态的认可度也在与日俱增： 不过由于 Mate 90 系列新机在发布会前已经在华为门店展出，发布会

[AINews] Opus 5.5 is good at explainer videos

Opus 5.5 shipped this week but the vibes are overwhelmingly positive: And specifically it took over the timeline for explainer videos : AI News for 9/24/2026-9/25/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews’ website lets you search all past issues

🤖 Your agent, whose interests?

Meta launched Muse earlier this month. It soon became the top free iPhone app in the US. It is a cousin of Instinct , the invite-only assistant you text, and of OpenClaw agents like my AI chief of staff, R Mini Arnold . Jolly, Muse’s digital avatar, is just cuter, and probably ea