Beyond the @mention - Runtype Blog

kept by valeorossi oct 19

Decision models let AI agents in Slack listen continuously, trigger only on relevant messages, and assemble needed context without waiting for an @mention.

AI Comes for the If Statement
Specialized AI deciders Jev and SemIf replace costly generative models for simple if‑then logic, cutting inference cost ~100× while boosting classification accuracy from 47% to over 80%.
also on Jev, #automation, #ai-coding, #software-engineering, #developer-tools
Offloading bounded decisions cut agent LLM calls by 29.6% on 360 SOP-Bench cases - Show and Tell - Hugging Face Forums
Offloading bounded decisions to a decision model with Qwen 3.8 27B and Jev cuts agent LLM calls by 29.6% across 360 SOP‑Bench cases for referral abuse detection, email intent, and patient intake.
also on Jev, #automation, #ai-coding, #developer-tools