2 papers
stat.ML2026
Complex Problem Solving in Large Language Models: A Statistical Control Survey and Diagnostic Framework
Jiazhang Cai, Tao Wang, Ruidong Zhang +35
Complex problem solving (CPS) with large language models (LLMs) is often framed as a matter of stronger reasoning or longer generation. Yet early-step error amplification, prompt b…
cs.HC2026
Toward Frontier-Quality Declarative UI Generation at Small-Model Cost
Yingxiang Yang, Weihang Xiao, Ben Bullough +2
Declarative UI protocols such as A2UI let applications generate interactive UIs by selecting pre-built components from a catalog and binding their props to application data, rather…