SimulatorArena

A new arXiv paper introduces GAUGE, an offline protocol that tests whether LLM-as-a-judge evaluation gates reliably rank task-oriented agents, and finds that satisfaction ratings carry essentially no …

Researchers introduced MemoryForge, a framework that synthesizes lifelong autobiographical memory from brief target personas to make frozen Large Language Models (LLMs) exhibit more human-like behavio…