We can also visualize the steps during task execution, including each GUI state and the reasoning from the model.
The recently released model, Claude 3.5 Computer Use, stands out as the first frontier AI model to offer computer use in public beta as a graphical user interface (GUI) agent. As an early beta, its capability in the real-world complex environment remains unknown.
In this case study to explore Claude 3.5 Computer Use, we curate and organize a collection of carefully designed tasks spanning a variety of domains and software. Observations from these cases demonstrate Claude 3.5 Computer Use's unprecedented ability in end-to-end language to desktop actions. Along with this study, we provide an out-of-the-box agent framework for deploying API-based GUI automation models with easy implementation.
Our case studies aim to showcase a groundwork of capabilities and limitations of Claude 3.5 Computer Use with detailed analyses and bring to the fore questions about planning, action, and critic which must be considered for future improvement. We hope this preliminary exploration will inspire future research into the GUI agent community.
Computer Use OOTB is a out-of-the-box, cross-platform framework for deploying API-based GUI automation models on your computer with ease, no configuration needed.
@article{hu2024dawn,
author = {Siyuan Hu and Mingyu Ouyang and Difei Gao and Mike Zheng Shou},
title = {The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use},
year = {2024},
}