AdaGuard: Enhancing Safety and Policy Compliance with Reasoning-Enabled LLM-As-A-Judge GuardrailsResearchOct 8, 2026
Verify Less, Evolve More: Training Idea-Level Critics for Verification-Efficient ML Evolving AgentsResearchOct 8, 2026
RACER: Reflective Agent Coupling Query Interpretation and Tool-Based Retrieval for Frame Selection in Long Video UnderstandingResearchOct 8, 2026
Route-Verify-Vote: Procedure-Conditioned Self-Consistency for Mixed-Domain ReasoningResearchOct 8, 2026
Tokka-Bench: Evaluating Tokenizers Across 100 Natural and 20 Programming LanguagesResearchOct 8, 2026
Task-Oriented Key-Layer KV Communication for Efficient Latent Multi-Agent CollaborationResearchOct 8, 2026