📑 arXiv 1h ago
GUIDE: Guided Updates for In-context Decision Evolution in LLM-Driven Spacecraft Operations
GUIDE separates lightweight acting model for real-time spacecraft control from offline reflection that updates a 'playbook' from prior trajectories, demonstrating LLMs can adapt operational strategies without weight updates in safety-critical domains. Shows context evolution in LLM agents functions as policy search over structured decision rules in deployment-constrained environments.