2 papers
cs.CL2026
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution
Guibin Zhang, Leo Lu, Fangzhou Xie +15
Agent capability is not determined by the model alone. The agent harness, encompassing memory management, planning strategy, action protocol, and tool/skill orchestration, can domi…
cs.AI2026
FinSkillBench: Evaluating AI Agents and Domain Skills for Investment Management
Jermyn Zhen Yong Bek, Zhuang Qiang Bok, Zhongtian Sun
Investment management is a high-stakes domain in which agentic AI systems must do more than generate plausible text. They must retrieve point-in-time data, assemble correct computa…