04:00
2026-09-30
arxiv.org
artificial-intelligence
Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents
A new arXiv paper introduces StepLearn, a nonparametric framework that lets large language model agents learn from individual transitions during deployment while requiring prospective validation befor…