Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents Paper • 2606.19704 • Published 3 days ago • 25
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments Paper • 2605.09131 • Published May 9 • 58