Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents Paper • 2609.27334 • Published 6 days ago • 49
LatentPort: Beyond KV Cache - Cross-Model Transfer of Recurrent Memory in Hybrid Language Models: A 4B-to-9B Hybrid-State Handoff Without Target Prefix Replay Paper • 2609.25053 • Published 22 days ago • 17
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs Paper • 2609.26796 • Published 7 days ago • 36
EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents Paper • 2609.17632 • Published 14 days ago • 45
CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents Paper • 2609.18779 • Published 13 days ago • 16
EDGEGEN: Improving Tool-Calling Agents Beyond Happy Paths with Synthetic Edge Case Generation Paper • 2609.24115 • Published 8 days ago • 5
From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health Paper • 2609.25186 • Published 8 days ago • 32
Emergent Collusion in Long-Horizon LLM Agent Interaction Paper • 2609.24967 • Published 8 days ago • 19
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks Paper • 2609.25804 • Published 7 days ago • 159
Blaming Across the Aisle: Political Contrasting and Blame Attribution in the Danish Parliament Paper • 2609.26346 • Published 7 days ago • 11