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).
In-car infotainment systems are growing in complexity, making traditional design and engineering approaches costly and difficult to scale. Recent advances in large language models (LLMs) offer context-aware, dynamic capabilities, enabling interfaces to adapt in real-time and reducing the need for manual design. We prop...
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.· 1 citation
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
Evaluating tool-augmented LLM agents requires diverse, realistic user inputs yet most evaluation frameworks use flat role descriptions ("you are an angry customer") that produce near-identical conversations regardless of the underlying scenario. In this paper, we propose a three-tier persona vector with 23 operationali...
Rahul Khedar, Eshita, S. R. Thondapu et al.· 0 citations
Generative User Interfaces (GenUIs) enable applications to generate interfaces on demand from user needs and context. Like conventional UIs, they must still reflect designers'intent and conform to requirements such as brand identity. Unlike conventional UIs, designers cannot directly specify or see every interface a Ge...
Hyewon Lee, Zi-Ying Wang, Aiden Moy et al.· 0 citations
Humanoid social robots are becoming accessible to university laboratories beyond well-funded robotics groups, yet structured guidance for deploying them in student-led usability research remains scarce. This paper presents a reusable deployment framework built around Mads, the pib humanoid robot operated at the univers...
