A persona-driven, multi-agent workflow in which User-Agents execute Perceive–Decide–Act loops on rendered prototypes while a Supervisor-Agent verifies trace integrity and maps evidenced failures to established standards (ISO 9241-110 and Nielsen’s heuristics).
A scalable framework for Constrained AI-Assembled Graphical User Interfaces (GUIs) that dynamically assembles the interface at runtime from a pre- validation library of components using an LLM is proposed.
Akshil Shah, Sebastian Zepf, Andreas Riener· Proceedings of the 18th Inte...· 0 citations
UI-Venus-2 is presented, a general-purpose foundation GUI agent designed to operate across mobile, web, and desktop environments through a unified closed-loop reasoning-action framework that integrates safety-aware mechanisms to ensure controlled execution of consequential actions.
Venus Team, Zhuo-Hang Cai, Hao-Xin Chen et al.· 3 citations
Automotive infotainment validation still relies on manual testing, slow, costly, and incompatible with agile releases and OTA updates. Scripted automation only partly helps: it couples test logic to implementation, yielding brittle, high-maintenance suites. Existing LLM-driven frameworks mostly target web/mobile apps,...
António Azevedo, B. Lima, João Pascoal Faria· 0 citations
A three-tier persona vector with 23 operationalized dimensions, demonstrating the model faithfully reproduces real-world difficulty distributions and seven rule-described trait correlations produce auditable co-occurrence patterns without requiring learned covariance matrices.
Rahul Khedar, Eshita, S. R. Thondapu et al.· 0 citations
GUIDE (GenUI Development Environment), a system that lets designers continuously inspect and refine GenUI behavior as they create and edit interfaces through prompt optimization and a novel adaptive conformance scoring model, is introduced.
Hyewon Lee, Zi-Ying Wang, Aiden Moy et al.· 0 citations
This paper presents a reusable deployment framework built around Mads, the pib humanoid robot operated at the university's Usability Engineering and Verification Lab, and designs a browser-based Wizard-of-Oz control setup that enables students to conduct live user studies without requiring robotics or programming exper...
