Abstract: The main focus of this manuscript is on the impact of running Python codes in two different environments. Firstly, the Python Integrated Development and Learning Environment (IDLE), and ...

GUI grounding, which maps natural-language instructions to actionable UI elements, is a core capability of GUI agents. Prior works largely treats instructions as a static proxy for user intent, ...

I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.

Create a no-code AI researcher with two research modes and verifiable links, so you get quick answers and deeper findings ...

Inspector: You can read and edit in the inspector for the layers, such as the name, position, bounds, color, and more. Canvas: You can see supported layers and a preview of what they would look like ...