今日必看

Show HN: Convertix – A free, client-side QR code generator with customization

Hackers abuse Google Ads, Bing redirects to push Claude ClickFix attacks

I bet AI would invent its own language; Claude Opus's survived every copy

Ario – a bounded agent runtime where a local PASS cannot become global truth

I don't trust Lean code from AI

Vibe coded browser ports of Halo, The Simpsons: Hit And Run, GTA work well

New controls and chat improvements in Copilot for JetBrains

This update brings more control over default models and MCP server in GitHub Copilot for JetBrains. It also makes diagnostics easier to address, improves chat navigation and account controls, and strengthens reliability across agent sessions, customizations, and worktrees. What’s

My personal AI agent posted my bank details on company Slack

Pretext: Defeating Malicious Skill Detection Frameworks for AI Agents

arXiv:2609.39607v2 Announce Type: replace-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 ski

Bi-FORK: Generative Modeling of High-Dimensional Bifurcating Systems

arXiv:2610.12449v1 Announce Type: cross Abstract: Bifurcations are ubiquitous in physical systems, from structural buckling to fluid and climate dynamics, yet they remain largely unexplored in deep learning. At a symmetry-breaking bifurcation, a single input admits multiple equal

GitHub Copilot weekly releases — October 5

This week’s updates make Copilot easier to use across accounts and environments, with more control over what agents can access and how you manage their work. GitHub Copilot Claude Haiku 5.5 is available to Copilot Pro, Pro+, Max, Business, and Enterprise users. Limit agents’ acce

Try On-Device AI with FM

Ask HN: What's your plan if AI takes your job?

If AI took away my job and I cannot return to software engineering, I cannot imagine a fit for me at any place yet. I was wondering if anyone else had the same thought and what would you do?

Phonebox – Cloud Android phones for AI agents

500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter

分析今日 SaaS 新品发布趋势：AI 视觉套壳与工作流重构

📌 一句话摘要 今日 SaaS 产品热度榜中，AI 图片/视频（171 款）与效率办公（169 款）几乎并驾，前者多为短期套壳，后者反映工作流重构潮流，其中 Claude 衍生生态工具表现突出。 📝 详细摘要 本篇推文深入分析了当日 SaaS 产品发布动态，揭示了两个主要趋势：一是大量速成套壳产品，尤其是围绕文生图、图生视频的垂直工具，借助社媒热点实现短期变现；二是生产力工具领域进入工作流重构阶段，效率办公（169）、开发者工具（138）和 Agent/自动化（120）成为绝对主力，其中基于 Claude 的衍生工具（10 款）尤为活跃，反映了 AI 对

Asana cuts model costs 76x in browser tests with GPT-6.1 Sol

Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.

[AINews] TypeSafe/Jev at >$100M ARR, $7.5B valuation 3 weeks after launch

As you can see in the AINews X recap section below, everyone on earth has cloned the Jev API, but only one company can ever create the category. TypeSafe announced their “ Series AI ” and Sequoia “ leaked ” that they crossed 100M ARR in their first week. @a16z \n\nit's been 3 wee

10 秒视频很惊艳，为什么 AI 做一部短剧还是这么难？

AI Browser Agents: SEO, Security and Implementation Playbook for 2026

Nvidia in talks to acquire US 'open' model startup Reflection AI

Show HN: Flopper is a hardware explorer for AI infrastructure and beyond

Hello! I built Flopper to make it easier to compare GPUs and understand the tradeoffs for workloads for AI and beyond. When researching GPUs from say Nvidia, AMD, and Huawei, I kept running into the same problem: specs were scattered across datasheets, and matching them to availa

Rails 之父 DHH 狂吹 Rust 快 150 倍，被开发者翻代码后群嘲

🤖 AI Agents Weekly: Claude Haiku 5.5, Gemini Agent, Mistral Large 4, Decisions API, Personal Agent Protocol, Devin Dreaming, and More

In today’s issue: Anthropic ships Claude Haiku 5.5 Google launches the Gemini agent Mistral previews Large 4 OpenAI opens the Decisions API Meta and Sierra propose Personal Agent Protocol Devin gets Memory and Dreaming Reflection unveils Beam open model GPT-6 brings Intelligent U

Building AI for Reliable Execution: Lessons From Industrial Robotics

When you think of robotics and AI, you probably first think of full humanoid robots like Figure’s AI-powered machines and 1X’s NEO home robots . Those may well be the future, but arguably more important in 2026 is industrial robots — which are typically not humanoids. Standard Bo

Midjourney 月度网站流量减半实例

📌 一句话摘要 Midjourney 网页版访问量从 2025 年 9 月的 1740 万骤降至 2026 年 9 月的 870 万，降幅达 50%。 📝 详细摘要 提供 Similarweb 网站数据的具体实例，验证单一功能 AI 应用流量缩水的判断，以 Midjourney 为案例说明其网站访问下降了 50%。 📊 文章信息 AI 初评： 82 来源： AI Will(@FinanceYF5) 作者： AI Will 分类： 人工智能 语言： 中文 阅读时间： 1 分钟 字数： 129 标签： AI 与智能应用 , AI 产品与应用 , 数据科学 ,

ttok 0.4

Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click warning, updated CI, and added a --list-models command to list available models. It works with uvx ,

ML Drift: Next-Gen GPU AI/ML Inference at the Edge

Google AI Edge has introduced ML Drift, a high-performance, universal GPU compute framework designed to accelerate on-device AI and machine learning inference. By abstracting the complexities of hardware and low-level APIs—including OpenGL ES, OpenCL, Metal, and WebGPU—ML Drift e

Introducing LangSmith Fine-Tuning

LangChain introduces LangSmith Fine-Tuning and SmithTune, a CLI built for post-training models. Train specialized models without building data pipelines by hand.

从开源清理工具到付费 Mac 应用，用户教会了我如何做产品：Mole

最近我写了不少关于独立开发的思考，想着要汇总一下，就把Mole从开源CLI做到Mac付费软件这一路聊一聊：我当时是怎么想的，哪些事情做下来真的有用，也许能给正在做自己作品的朋友一些输入。去年国庆我在三 ... 查看全文

Meet Roger, the bomb-squad humanoid

PLUS: Agilink's robot hands are getting crafty

The Rise and Fall of the Plasma Screen

PLATO V terminal, via Wikipedia . In 1960, a team at the University of Illinois released the first version of their PLATO “computerized instruction system,” a network of what would eventually be thousands of computer terminals connected to large mainframe computers. Users of PLAT