Agent memory management

ServiceNow's agent benchmark tops out at 35.3% on the harder of its two enterprise tasks

AgentArch sweeps orchestration, ReAct versus function calling, memory scope and a thinking tool across 18 setups on frontier models. Because the best cell moves with the model, the grid is what you reuse and the ceiling is what you budget for.