
Decision-Centric Design for LLM Systems
Proposes a decision-centric framework that separates decision signals from action policies in LLM systems, making control explicit and inspectable. This enables failure attribution to specific components and modular improvements. Experiments demonstrate reduced futile actions, higher task success, and interpretable failure modes.






