Separating Diagnosis from Control: Auditable Policy Adaptation in Agent-Based Simulations with LLM-Based Diagnostics

1. 1Separate diagnosis from control using a three-layer framework
2. 2Utilize LLMs for diagnostics to enhance auditability
3. 3Implement agent-based simulations with adaptable policy interventions
4. 4Evaluate the framework's effectiveness in achieving both adaptability and auditability

Researchers and engineers working on agent-based simulations, particularly those focused on social interventions like mitigating elderly loneliness, can benefit from this framework as it provides a balance between adaptability and auditability

💡 Separating diagnosis from control allows for both adaptability and auditability in policy interventions

💡 New framework separates diagnosis from control in agent-based simulations, enabling auditable policy adaptation with LLM-based diagnostics