惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

The Hacker News
The Hacker News
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
P
Privacy & Cybersecurity Law Blog
C
Cybersecurity and Infrastructure Security Agency CISA
Simon Willison's Weblog
Simon Willison's Weblog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
TaoSecurity Blog
TaoSecurity Blog
C
CERT Recently Published Vulnerability Notes
S
Security @ Cisco Blogs
Google DeepMind News
Google DeepMind News
Security Archives - TechRepublic
Security Archives - TechRepublic
T
Tenable Blog
O
OpenAI News
NISL@THU
NISL@THU
AI
AI
T
Threat Research - Cisco Blogs
Know Your Adversary
Know Your Adversary
V
Vulnerabilities – Threatpost
Schneier on Security
Schneier on Security
W
WeLiveSecurity
P
Privacy International News Feed
Cisco Talos Blog
Cisco Talos Blog
S
Secure Thoughts
D
Docker
博客园 - 三生石上(FineUI控件)
T
Troy Hunt's Blog
T
Threatpost
C
Cyber Attacks, Cyber Crime and Cyber Security
Vercel News
Vercel News
H
Hacker News: Front Page
B
Blog
S
SegmentFault 最新的问题
H
Heimdal Security Blog
T
The Blog of Author Tim Ferriss
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
G
GRAHAM CLULEY
AWS News Blog
AWS News Blog
N
News and Events Feed by Topic
L
LINUX DO - 热门话题
小众软件
小众软件
爱范儿
爱范儿
T
The Exploit Database - CXSecurity.com
Hacker News: Ask HN
Hacker News: Ask HN
Recent Announcements
Recent Announcements
Recent Commits to openclaw:main
Recent Commits to openclaw:main
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
PCI Perspectives
PCI Perspectives
I
Intezer
云风的 BLOG
云风的 BLOG
P
Proofpoint News Feed

Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor GitHub - GenAI-Gurus/awesome-eu-ai-act: Curated tools, official sources, OSS, templates, and guides for EU AI Act compliance. Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders How to Switch AI Chatbots and Why You Might Want To GitHub - MattMessinger1/agentic_refund_guardrail: Safe refund policy layer for AI agents — Python + TypeScript. Same behavior, shared tests. Adam/papers/emergent_values_whitepaper.md at master · strangeadvancedmarketing/Adam Ask HN: How do you stop playing 20 questions with your AI coding tools How far can automation and AI support psychotherapy? - @theU GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits A Mac Studio for Local AI — 6 Months Later A History of the Early Years of AI at the University of Edinburgh Why AI Coding Tools Still Feel Stuck on Localhost MSN AI Datacenters Are Becoming Strategic Targets twitter.com Penn Researchers Use AI to Surface Unreported GLP-1 Side Effects in Reddit Posts Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 AI models are terrible at betting on soccer—especially xAI Grok GitHub - xialeistudio/echoic GitHub - HimashaHerath/github-dev-wrapped: AI-powered weekly GitHub activity reports deployed to GitHub Pages GitHub - alejandrobalderas/claude-code-from-source: Architecture, patterns & internals of Anthropic's AI coding agent — reverse-engineered from source maps AI and Tech brief: Ireland ascendant GitHub - Titovilal/context0: Context0 - Never Surrender Training for a Marathon with an AI Coach: What Worked and What Didn't Cyber Pulse: Agentic Intel - Apps on Google Play I Built an AI PR Reviewer That Catches Bugs by Not Looking for Bugs Gen Z workers are so fearful AI will take their job they’re intentionally sabotaging their company’s AI rollout | Fortune How AI Is Reimagining the Game of Golf–For Both Players and Courses GitHub - nattergabriel/reseed: A CLI tool for managing and distributing agent skills across projects Is SVG the final frontier? My AI workflow evolved from prompts to a near-autonomous workflow MLSharp Help - 3DGS Viewer & Generator I put my cognitive field based AI's runtime on GitHub Is Numble the first AI-proof game? A3: Kubernetes for autonomous AI agent fleets | Emergent Principles Deepali Vyas ("The Elite Recruiter") GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Unionized ProPublica staff are on strike over AI, layoffs, and wages Unleashing the Advantage of Quantum AI We're heading for an AI-fueled 'dementia crisis,' brain scientist warns The AI-Assisted Breach of Mexico's Government Infrastructure [pdf] GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. MSN GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs AI Code is Hollowing Out Open Source, and Maintainers are Looking the Other Way What leaked "SteamGPT" files could mean for the PC gaming platform's use of AI AI is the boss at this retail store. What could go wrong? GitHub - Wuzu11517/agentic-proxy: Local proxy meant to help reduce With Drones, Geophysics and ArtificiaI Intelligence, Researchers Prepare to Do Battle Against Land Mines A Single Operator, Two AI Platforms, Nine Government Agencies: The Full Technical Report 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - inevolin/resume-cli: Hit Claude usage limits? Resume any AI coding session elsewhere. Switch tools at zero friction. GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. How to Build a Secure AI PR Reviewer with Claude, GitHub Actions, and JavaScript This Startup Wants You to Pay Up to Talk With AI Versions of Human Experts Intel Arc Pro B70 Brings 32GB VRAM to Local AI for $949 WordPress 7.0: The Good, the AI, and the Still Missing AI on the couch: Anthropic gives Claude 20 hours of psychiatry IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures AI Agents Know About Supabase. They Don't Always Use It Right. The history and future of AI at Google, with Sundar Pichai Inside an AI‑enabled device code phishing campaign How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines AI for Systems: Using LLMs to Optimize Database Query Execution Forecasting the Economic Effects of AI Introducing Tinker: Play with AI, bring your ideas to life AI sheds light on an ancient gaming mystery People really hate AI but not as much as Iran—or Democrats | Fortune What is an AI Product Engineer? Phoebe Gates wants her $185 million AI startup to succeed with 'no ties to my privilege or my last name': 'I have a chip on my shoulder' | Fortune
Meet Microsoft Scout, Your AI Coworker That Never Logs Off
Reece Rogers · 2026-06-03 · via Hacker News - Newest: "AI"

Soon, your coworkers in Microsoft Teams might not all be human. Scout, an always-on AI agent announced at Microsoft’s Build developer conference on Tuesday, can go through your work messages, calendar, and email inbox to automate tasks, reschedule meeting conflicts, and draft professional-sounding responses.

Microsoft more or less built an enterprise agent on top of OpenClaw, the AI tool that riveted San Francisco’s early adopters at the start of 2026. Scout is designed specifically to be an assistant for office folks, who can send commands directly in Teams as if the agent was a carbon-based coworker.

Scout is part of Microsoft's larger, agent-first transformation, automating how knowledge workers use software and inserting AI assistants into daily office interactions. “Your company essentially hires your assistant,” says Omar Shahine, the newly appointed corporate vice president of Microsoft Scout. “The whole point of having a personal assistant is that they're working when you're not working.” So, while you’re munching on some Doritos and gossiping next to the office vending machine, Scout is busy blocking off calendar time for next Tuesday’s all-hands meeting and generating talking points based on recent messages.

Microsoft is launching this feature with a small group of customers, with the hope of expanding access soon. In addition to the Teams integration, Microsoft is also testing a desktop app for Scout. This app is rolling out today to subscribers who’ve opted for "frontier" feature access, and it currently requires users also to have an active GitHub Copilot subscription.

If users tell Scout their goals and preferences, the bot can proactively assign tasks. For example, Shahine told Scout always to protect dinnertime with the family, so whenever a meeting was proposed on his calendar during that time, the agent would flag it and automatically suggest rescheduling options to your colleagues.

Image may contain Page and Text

Courtesy of Microsoft

With access to your email and messages, the AI agent can attempt tasks tailored to your workload. Shahine asked Scout to comb through all his data and make a constantly updated list of every time someone makes a promise to him as well as every time he makes a commitment to someone else. Then, Scout can send reminders to you about open tickets and draft follow-up plans.

Anyone who experiments with Scout should expect some rough edges as Microsoft iterates on this agent. Shahine says his Scout—nicknamed Sebastian—sent an email the other day. “It was just one big run-on sentence, no formatting.” It’s critical to find a balance of what tasks you feel comfortable automating away and what needs to happen under your direct supervision.

Shahine still sees Scout as eventually being a boon to all knowledge workers, especially those who aren’t as technical and wouldn’t feel comfortable operating an agent through the terminal. “Internally our sales organization is probably the largest and fastest growing group that's using this,” he says.

With more automation comes more risks. Agentic tools, like Scout, can open users to prompt injection attacks, where bad actors confuse bots to do tasks or reveal information they shouldn't. Microsoft is responding to Scout’s potential risks by starting with a limited rollout as well as building tools so administrators can track everything agents do.

As more companies build OpenClaw-style tools for productivity, many of these releases are directly targeting office workers. Google’s version, called Gemini Spark, was announced at that company’s recent developer conference. While Google demonstrated ways that it can help automate aspects of a user's personal life, like planning a birthday party, the company also has its eye on the office, with Spark rolling out to enterprise customers sometime this year.

This is all part of a growing, agentic transformation that’s permanently altering white-collar, 9-to-5 jobs and how teams communicate with each other. Coders and software developers were the first group really to experience radical change when agents hit their workflows. Now, less technical members are increasingly expected to automate their daily logistics planning and internal messaging. Even when you’re out of the office, this agent can keep circling back on work projects and touching base with key stakeholders, because unlike you, a mere human, Scout never logs off.