AnalysisAI ModelsJuly 9, 2026
RIMRULE and RL-collapse analysis for tool-use learning
RIMRULE proposes MDL-guided rule learning to improve tool-use in domain-specific settings. Another paper finds multi-step RL for tool-use often collapses, and supervisory signals mitigate this instability.