2 papers
cs.AI2026
Prism-1: Position- and Rival-Independent Scoring for System One Models
Yao Long Teng, Jianguo Huang, Yanchen Deng +2
Given a state and a set of options, such as intents, tools or interface elements, System One decision models return a distribution over the options in one forward pass, without gen…
cs.SE2026
JET: Judge-Guided Evolution at Test Time for Agent Programs
Yao Long Teng, Jiayi Cai, Bo An
An agent's executable program governs how it uses tools, processes observations, and responds to failures. Evolving this program at test time can help adaptation, but deciding whic…