PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents
By Shuhan Xue · Paper · cs.CL
Recursive self-improvement requires agents to turn accumulated experience into better future behavior. Personal AI agents offer a concrete setting for studying this capability because they retain preferences, task histories, tool routines, and learned skills across sessions. Yet