What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning

arXiv:2604.06995 · cs.AI · Submitted 2026-04-08 · Read on arXiv

cs.AI

Submitted: 2026-04-08

Updated: 2026-10-02

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes
• Existing Graphical User Interface — 1× in this paper
• Interpretability — 1× in this paper · explained in 15 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems