Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents Paper • 2609.27334 • Published 5 days ago • 44
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 21 days ago • 17
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs Paper • 2609.26796 • Published 6 days ago • 36
EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents Paper • 2609.17632 • Published 13 days ago • 45
CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents Paper • 2609.18779 • Published 12 days ago • 16
EDGEGEN: Improving Tool-Calling Agents Beyond Happy Paths with Synthetic Edge Case Generation Paper • 2609.24115 • Published 7 days ago • 5
From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health Paper • 2609.25186 • Published 7 days ago • 32
Emergent Collusion in Long-Horizon LLM Agent Interaction Paper • 2609.24967 • Published 7 days ago • 19
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks Paper • 2609.25804 • Published 6 days ago • 159
Blaming Across the Aisle: Political Contrasting and Blame Attribution in the Danish Parliament Paper • 2609.26346 • Published 6 days ago • 11
Harness-Zero: Harness Distillation via Agent-as-Harness Paper • 2609.24974 • Published 7 days ago • 37
One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents Paper • 2609.23377 • Published 8 days ago • 50
MintAct: A Unified Visual Agent for Digital Environments Paper • 2609.22083 • Published 10 days ago • 35
OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation Paper • 2609.22069 • Published 10 days ago • 37
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 11 days ago • 137
PACT: Can Enterprise AI Assistants Be Trusted Under Pressure? Paper • 2609.18605 • Published 12 days ago • 41