Not every call needs a frontier model; per-call-site evaluation of small language models in a deployed agentic home-automation system
Read the original at arxiv.org→arXiv:2610.09021v1 Announce Type: new Abstract: An agentic system issues several structurally different kinds of LLM calls. It routes intent, classifies actions, grounds language in a device registry, plans...
Original headline: "Not Every Call Needs a Frontier Model: Per-Call-Site Evaluation of Small Language Models in a Deployed Agentic Home-Automation System"
Coverage timeline
- Oct 8, 04:00 UTC arXiv cs.AI lead source Not Every Call Needs a Frontier Model: Per-Call-Site Evaluation of Small Language Models in a Deployed Agentic Home-Automation System