2 papers
cs.CV2026
Rendering-in-the-Loop: An Execution-Driven Agent for Interactive Web Development
Yilong Guo, Hanqi Chen, Zixiao Ye +3
Multimodal large language models have achieved remarkable progress in front-end web development, generating interactive webpages from multimodal references such as screenshots and…
cs.AI2026
Do Agent Benchmarks Measure Capability? Protocol Validity in the Age of Agentic AI
Jiaqi Shao, Hanck Chen, Wei Zhang +2
Agent benchmarks increasingly evaluate repository editing, web research, terminal use, and long-horizon interaction. Their scores support capability claims only when the evaluation…