2 papers
cs.AI2026
WASP-Mem: Let Agent Organize Procedural Memory. Human Spend Effort on Diagnosis
Peizhi Niu, Ge Shi, Vaibhav Gorde +4
LLM agents struggle to automate complex enterprise procedures because static, pre-built harness cannot capture proprietary policies, undocumented behaviors, or state-dependent reco…
cs.CL2026
SLATE: A Large-Scale Benchmark for Long-Horizon API Selection in E-commerce Tool Use
Rongzhe Wei, Ge Shi, Min Cheng +5
Enterprises increasingly want LLM agents to automate standard operating procedures over their software stacks -- mapping each step of a procedure to the right call among thousands…