Machine Heart

Jun 14, 2026 · Artificial Intelligence

BudgetMem: A Budget Router for Runtime Agent Memory Enables Cost‑Aware Query Processing

BudgetMem introduces a query‑aware budget‑tier routing mechanism for LLM agents, allowing the memory system to dynamically allocate computational resources based on query complexity and achieving a superior performance‑cost trade‑off on several benchmarks.