Aakarsh Etar

When Cost Objectives Delete Capability: Accuracy-Constrained Tool Selection for Multi-Component Intrusion Detection in IoT Networks

Agentic systems built on large language models are increasingly being allowed to decide for themselves which diagnostic tools to run and the obvious way to keep the resulting expense under control is to train that decision against a cost objective. We evaluate this question in a...