SkillAudit
Skill-centered assessment for agent skills across utility, efficiency and cost, and safety, backed by sandboxed execution evidence.
Auditable capability and reasoning
Agent Systems & Evaluation
We investigate how agent capabilities can be measured, compared, and improved with evidence that survives outside a fixed benchmark. Current work covers skill-centered evaluation, sandboxed safety checks, and auditable reasoning, with links to the corresponding papers and released code.
Projects and implementations
1 worksPublications
3 papersSkillAudit: From Fixed-Suite Benchmarking to Skill-Centered Assessment
Dexu Yu, Youhua Li, Zhaoyang Guan, et al.
Token Bayesian Optimization: Reasoning LLMs Think Better with the Right Length
W Cheng, Y Wu, J Liu, et al.
Machine Behaviorism: Exploring the Behavioral Dynamics of Large Language Models in Decision Making
Y Ni, T Xu, C Li, et al.