Loop-engineering zonder AI-model: onderzoek naar doelgerichte controllers

Researchers tested whether loop-based system architecture outperforms traditional linear pipelines by removing the language model entirely and using rule-based logic instead. A deterministic Python benchmark validated across 300 random seeds revealed that goal-directed controllers can better isolate failures, suggesting the structural approach itself—not just the AI model—drives performance