Compounding is designed, not accumulated by running a system longer. MC-EvoBench audited whether Minecraft agents build reusable skill across 19 chains. Related experience produced no stable transfer. Every confidence interval included zero. #AgentEvaluation #AIResearch

Agent Evaluation Metric (AEM) breaks down correctness in multi-turn conversations into sub-metrics, identifying root causes and cascading errors. A game-changer for agent quality evaluation! 🤖🔍 #AEM #AgentEvaluation #AIQuality