Plummer has spent recent months telling Microsoft what they do not want to hear about Windows 11. He argued the OS needs its own Windows XP SP2 moment, a stretch where Microsoft drops new features and ...

Most enterprise data still sits inside PDFs, scans, and slide decks. Large language models and agents cannot use that data until it becomes structured JSON. Open-source document extraction has become ...

- `NotepadErrorBanner` component in NotepadShell.tsx (Fluent v9 MessageBar + Close button; icon-in-containerAction slot + labeled button); intent="error" for invalid ...

Despite the rapid adoption of LLM chatbots, little is known about how they are used. We document the growth of ChatGPT’s consumer product from its launch in November 2022 through July 2025, when it ...

Abstract: Cyber threats such as phishing attacks often exploit malicious URLs to deceive users and compromise sensitive information. Traditional feature-based machine learning methods, while effective ...

Open source is key to innovation, but we know little about how to incentivize it. In this paper, we examine the impact of a program providing monetary incentives to motivate innovators to contribute ...

Abstract: Threats, including phishing, are still a widespread and growing problem in today's digital society because fraudsters use increasingly complex techniques to deceive users and gain illegal ...