BudgetBench: Protocol and Harness for Local LLM Agent Memory Evaluation

Core summary

One sentence to understand this update

BudgetBench introduces a budget-tiered protocol and pilot harness for evaluating memory strategies in local large language model agents, highlighting active context as a scarce resource.

Impact & opportunity

What this could mean

Researchers and builders can use BudgetBench to more effectively design and optimize memory management for local LLM agents, addressing resource constraints.