Decision models solve agent pipeline bottlenecks by picking from bounded option sets without generating text, avoiding slow and expensive frontier LLM APIs.

From the articleAWS Releases Decision Model for AI Agents That Routes Without Generating Any TextAlso in Cloudflare says its new Clef model means humans no longer need to be in the loop for AI agents