Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction Paper • 2601.05107 • Published 4 days ago • 3
UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios Paper • 2509.21766 • Published Sep 26, 2025 • 23