One of the principal challenges in building VLM-powered GUI agents is visual grounding, i.e., localizing the appropriate screen region for action execution based on both the visual content and the ...

Reverse engineering VisiCorp's pioneering GUI for commodity PCs shows how little modern GUIs get from Xerox – and how much we all owe Apple. Another year, another magisterial chunk of software history ...

Linux users often hear phrases like “the terminal is faster” or “real Linux users don’t rely on the GUI.” While these statements are common in online communities, they rarely reflect how people ...

Computer-use agents have been limited to primitives. They click, they type, they scroll. Long action chains amplify grounding errors and waste steps. Apple Researchers introduce UltraCUA, a foundation ...

Founded by Samuel Guidong Yang in London in 2015, Samuel Guì Yang is today one of China’s most prominent fashion exports. Yang himself is also something of a hometown hero with a thoughtful East-meets ...

Reporters Without Borders (RSF) welcomes a resolution adopted by the European Parliament on 9 October 2025, calling on China to release Swedish publisher Gui Minhai, who was kidnapped by Chinese ...

Many Linux enthusiasts say that the terminal has always been the best way to do things on Linux. Don’t get me wrong, I love the command line as much as the next Linux user. But sometimes you just want ...

Learn how to use loops and dynamic object naming in PowerShell to build GUI settings interfaces that can adapt as new parameters are added. For the past several months, I have been hard at work ...

We are happy to release MMBench-GUI, a hierarchical, multi-platform benchmark framework and toolbox, to evaluate GUI agents. MMBench-GUI is comprising four evaluation levels: GUI Content Understanding ...