Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries Paper • 2610.22273 • Published 7 days ago • 10
LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets Paper • 2610.09872 • Published 15 days ago • 134
Execution Before Memory: Diagnosing Memory Failures in Video World Models Paper • 2610.23542 • Published 6 days ago • 34
OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use Paper • 2610.22200 • Published 7 days ago • 332
RuleTrek: Benchmarking Agentic Rule Reasoning in Complex Scenarios Paper • 2610.19698 • Published 8 days ago • 81
Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict Paper • 2610.12360 • Published 14 days ago • 14
DecepEval: A Benchmark for Evaluating Deception in LLM Agents Paper • 2610.07967 • Published 16 days ago • 86
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 15 days ago • 43
CineRecon: Benchmarking Frontier Models for Agentic Cinematic Reconstruction Paper • 2610.16577 • Published 10 days ago • 38
ReSAIL: Mitigating Collapse in Iterative Agent Self-Distillation Paper • 2609.39306 • Published 22 days ago • 44
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published 15 days ago • 18
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published 14 days ago • 48
Harness^2: Recursive Agent Harnessing for an Open World Paper • 2610.14224 • Published 13 days ago • 119
VideoJev: System One Model for Video Understanding and Interaction Paper • 2610.18615 • Published 9 days ago • 379
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 14 days ago • 245
Stateless Language Agents: Scaling Long-Horizon Automated Research Paper • 2610.07625 • Published 16 days ago • 31
The value of information and the emergence of communication in evolved e-puck robots Paper • 2610.13118 • Published 13 days ago • 20
TouchScale: 500 Hours of Human Vision and Touch for Visual-Tactile Learning Paper • 2610.10288 • Published 15 days ago • 20