Critique of GPUI state model for desktop apps
GPUI and egui frameworks are unsuitable defaults for complex desktop applications due to inefficient incremental state updates.
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Stories tagged #gui
Hugging Face paper introduces NorthCUA for scaling computer-use agents
NorthCUA turbocharges computer-use agents through an experience flywheel and staged learning achieving state-of-the-art results among open-source models.
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction
Work2Skill turns human GUI demos into reusable skills that raise computer-use agent scores.
SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software Environments
SoftwareGym's 182 synthetic apps lift a computer-use agent to 56.97% OSWorld Pass@3.
HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents
HybridCUA-9B combines GUI and CLI actions, reaching 53.6% on OSWorld, up 14.8 points.
CUA-SWE: When Computer-Use Agents Meet Visual Software Engineering
CUA-SWE tests agents that repair software using code changes and visual GUI feedback.
GUIAuditor: Enabling Post-hoc Child Safety Forensics via Action-Guided GUI Provenance on Mobile Devices
GUIAuditor uses an on-device model to record mobile GUI activity for later guardian safety review.
CUA-Universe: A Scalable and Dynamic Environment for Hybrid GUI+CLI Agents
Researchers introduce CUA-Universe, a pipeline turning real desktop software into hybrid GUI+CLI agent environments, lifting a 9B model's OSWorld success rate.