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RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

Hugging Face Daily Papers ↗ · 2026-07-16 Cached

RESOURCE2SKILL is a framework that distills executable agent skills from multimodal resources like tutorial videos, code repositories, articles, and artifacts into a hierarchical SkillWiki, improving agent performance by 11.9 percentage points over no-skill agents.

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#microsoft

Microsoft is reportedly training salespeople to talk down OpenAI and Anthropic

TechCrunch AI ↗ · 2026-07-15 Cached

Microsoft is reportedly training its sales team to negatively compare rival AI products from OpenAI, Anthropic, and Google against its own, emphasizing the full end-to-end system. The move comes after Microsoft dropped exclusivity with OpenAI and is swapping external models for its own in flagship apps.

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#microsoft

Hundreds rally at Bethesda HQ to protest Xbox layoffs, and Ars was there

Ars Technica ↗ · 2026-07-15 Cached

Hundreds of Bethesda and Zenimax employees rallied at Bethesda HQ to protest sweeping Xbox layoffs, demanding Microsoft return to contract bargaining.

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#microsoft

@ms_aifrontiers: The traits that make an AI assistant pleasant, such as agreeableness and transparency, make it a terrible negotiator on…

X AI KOLs Following ↗ · 2026-07-15 Cached

A new 4B parameter AI model trained with Social Reinforcement Learning (SocialRL) outperforms GPT-5 models in negotiation tasks, suggesting that traits making an AI pleasant assistant (agreeableness, transparency) hinder negotiation effectiveness.

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#microsoft

Windows 0-day drops the same day Microsoft releases record number of patches

Ars Technica ↗ · 2026-07-15 Cached

A Windows 0-day vulnerability called LegacyHive allows non-admin users to escalate privileges by abusing how Windows loads user class hives, with Microsoft investigating and detection scripts available.

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#microsoft

@nini_incrypto_: A severely underrated side hustle: converting files to Markdown for others. There's a tool called markitdown on GitHub, made by Microsoft. It can convert Word / Excel / PDF / PPT all to Markdown.

X AI KOLs Timeline ↗ · 2026-07-15 Cached

Introducing Microsoft's open-source tool markitdown, which can convert Word, Excel, PDF, PPT and other files into Markdown format, suitable as a side hustle.

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#microsoft

Microsoft patches record number of security vulnerabilities, citing its use of AI

TechCrunch AI ↗ · 2026-07-15 Cached

Microsoft issued a record 570 security patches for Windows, Office, and other products, attributing the increase to AI-assisted vulnerability discovery.

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#microsoft

Microsoft Confirms Windows GDID Device Identifier That Cannot Be Disabled, Documented in FBI Case Filing

Lobsters Hottest ↗ · 2026-07-15

Microsoft confirmed the existence of a Windows GDID device identifier that cannot be disabled, as documented in an FBI case filing, raising privacy concerns.

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#microsoft

Bitnet again?

Reddit r/LocalLLaMA ↗ · 2026-07-15

Microsoft has released a new embedding model called bitnet-embedding-0.6b on HuggingFace, but the model card is missing.

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#microsoft

@indigox: There is a famous paradox in the information market: "Before purchasing information, a buyer cannot know its true value; yet once they know it, they have effectively obtained it for free." In the "Information Paradox" named after Nobel laureate Kenneth Arrow, the seller faces the risk of having to give away knowledge for free in order to sell it.

X AI KOLs Timeline ↗ · 2026-07-15 Cached

This article discusses the reverse information paradox in the AI era, pointing out that users are forced to leak proprietary knowledge when using AI services, while service providers gain more information. It calls on companies to protect core intellectual property and take control of the learning loop to address information asymmetry.

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#microsoft

Satya Nadella Calls Out AI’s Model-Cloning Double Standard

Reddit r/ArtificialInteligence ↗ · 2026-07-15

Satya Nadella criticizes the double standard in AI model cloning, highlighting ethical concerns in the industry.

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#microsoft

Some of y'all wonder why anyone would self host AI. Would you accept the opinion of the CEO of Microsoft?

Reddit r/LocalLLaMA ↗ · 2026-07-15

Satya Nadella warns that companies using external AI services like OpenAI and Anthropic risk exposing proprietary knowledge, which may be used to compete against them, arguing for self-hosting AI to protect intellectual property.

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#microsoft

@github: Beginner-friendly sessions, in multiple languages. Register now for Let's Learn GitHub Copilot app https://gh.io/letsle…

X AI KOLs Following ↗ · 2026-07-14 Cached

Beginner-friendly virtual sessions in multiple languages to learn the GitHub Copilot app, an all-in-one control center for AI-driven software development.

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#microsoft

@TheAhmadOsman: Even Microsoft is hedging and talking about Sovereign AI and running the models weights on your hardware, and you still…

X AI KOLs Timeline ↗ · 2026-07-14

A tweet argues that even Microsoft is discussing Sovereign AI and running model weights on local hardware, making a case for local and open-source AI.

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#microsoft

Microsoft’s Secure Boot has been broken for a decade and no one noticed until now

Ars Technica ↗ · 2026-07-14 Cached

Researchers at ESET discovered that Microsoft's Secure Boot has been vulnerable to trivial bypass for 13 years due to unrevoked signed shims, allowing attackers to install persistent firmware malware on both Windows and Linux devices.

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#microsoft

Windows 11’s big patch Tuesday allows you to hold off on updates for longer

The Verge ↗ · 2026-07-14 Cached

Windows 11's July 2026 Patch Tuesday update allows users to pause updates for up to 35 days, with the option to extend the deadline repeatedly, along with security fixes and other improvements.

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#microsoft

Microsoft Patches a Record 570 Security Flaws

Krebs on Security ↗ · 2026-07-14 Cached

Microsoft released a record 570 security patches for Windows and other software, including 60 critical flaws and three zero-days, attributing the increase to AI-assisted vulnerability discovery.

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#microsoft

How Microsoft Ships Thousands of Production AI Agents (18 minute read)

TLDR AI ↗ · 2026-07-14 Cached

Microsoft shares insights from shipping thousands of production AI agents at enterprise scale, covering the engineering challenges of moving from prototype to production, including the agent harness, retrieval-as-a-subagent, agent identity, and rubric-based evaluation loops.

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#microsoft

Microsoft tests Windows Search without all the ads and fluff

The Verge ↗ · 2026-07-13 Cached

Microsoft is testing a cleaner version of Windows 11's search menu that removes ads and recommended content, focusing on recent searches and local file results.

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#microsoft

A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI

Hacker News Top ↗ · 2026-07-13 Cached

A field study analyzing the adoption and impact of agentic command-line coding tools (Claude Code and GitHub Copilot CLI) at Microsoft, finding that adoption spreads through social networks, retention correlates with coding activity, and adopters merge 24% more pull requests.

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