Windows 11 Notepad flaw let files execute silently via Markdown links

Microsoft has fixed a "remote code execution" vulnerability in Windows 11 Notepad that allowed attackers to execute local or remote programs by tricking users into clicking specially crafted Markdown ...
InfoWorld

First look: Run LLMs locally with LM Studio

This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.

10K Claude Desktop Users Exposed by Zero-Click Vulnerability

A zero-click flaw in Anthropic’s Claude Desktop Extensions allows attackers to trigger remote code execution via Google ...

Vibe coding Nothing’s apps is fun, until you try to make them useful

Nothing wants to make an ecosystem of AI-generated apps, but it has a long way to go.
TMCnet

Vaadin Launches Swing Modernization Toolkit, Enabling Java Teams to Run Desktop Applications in the Browser

TURKU, Finland, Feb. 10, 2026 /PRNewswire/ -- Vaadin, the leading provider of Java web application frameworks, today announced the general availability of Swing Modernization Toolkit, a solution that ...
IEEE

Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model

Abstract: In practice, domain shifts are likely to occur between training and test data, necessitating domain adaptation (DA) to adjust the pre-trained source model to the target domain. Recently, ...
Medical Xpress

Do men develop cardiovascular disease earlier than women?

Historical data indicate that men develop coronary heart disease (CHD) 10 years before women. A study in the Journal of the American Heart Association indicates that this sex gap still remains.
GitHub

Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity

Eigent is the open source Cowork desktop application, empowering you to build, manage, and deploy a custom AI workforce that can turn your most complex workflows into automated tasks. As a leading ...
Business of Apps

Why a strong core value proposition is your app’s greatest advantage

In today’s saturated and fast-moving software landscape, the strength of a company’s value proposition often determines ...
Engadget

Anthropic launches Claude Cowork, a version of its coding AI for regular people

Claude Cowork is a new computer agent from Anthropic. (Anthropic) If you follow Anthropic, you're probably familiar with Claude Code. Since the fall of 2024, the company has been training its AI ...
Wired

Anthropic’s Claude Cowork Is an AI Agent That Actually Works

Cowork is a user-friendly version of Anthropic’s Claude Code AI-powered tool that’s built for file management and basic computing tasks. Here’s what it's like to use it. This poor track record makes ...
IEEE

Spatial Domain Dedispersion Transform and Its Application to Source Localization

Abstract: Due to the multipath and dispersion effects inherent in low-frequency sound propagation within the shallow-water waveguide, localization algorithms that do not account for these underwater ...