ChronoReplay: One Answer Interface Is Not Enough for Streaming Spatial Intelligence Paper • 2610.34283 • Published 15 days ago • 40
Harness-Model Collaboration for Long-Horizon Continual Learning Paper • 2610.34724 • Published 14 days ago • 12
SearchHorizonBench: A Benchmark for Search Value in AI Agents Paper • 2610.34714 • Published 14 days ago • 9
What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents Paper • 2610.34491 • Published 15 days ago • 22
Can Test-Time Memory Evolution Outperform Test-Time Training for Scientific Discovery? Paper • 2610.32046 • Published 17 days ago • 22
RSI Arena: Towards Recursive Self-Improvement with Human Feedback Paper • 2610.33624 • Published 16 days ago • 26
HABIT-Bench: Evaluating Habit Induction from Longitudinal Weak Evidence in Agent Memory Paper • 2610.24520 • Published 20 days ago • 32
VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents Paper • 2610.28679 • Published 21 days ago • 14
Which Agent's Skill Should Change? Group-Relative Credit Assignment for Evolving Multi-Agent Teams Paper • 2610.27227 • Published 21 days ago • 11
Building AI Research Teams for Autonomous Discovery of Linear Attention Architectures Paper • 2610.28887 • Published 20 days ago • 18
DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents Paper • 2610.19376 • Published 26 days ago • 21
Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought Paper • 2610.30755 • Published 18 days ago • 23
Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language Models Paper • 2610.25100 • Published 22 days ago • 48
IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems Paper • 2610.30949 • Published 18 days ago • 100
One Model to Loop Them All: Elastic Latent Recurrence for Language Models Paper • 2610.12582 • Published Oct 8 • 13
Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition Paper • 2610.12341 • Published Oct 8 • 39
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published Oct 7 • 11
Agentic RAG Evaluation: Budget Allocation Across Questions, Trajectories, and Reads Paper • 2610.05034 • Published Oct 4 • 9