Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion Paper • 2605.31170 • Published 4 days ago • 3
Representation Forcing for Bottleneck-Free Unified Multimodal Models Paper • 2605.31604 • Published 4 days ago • 41
GrepSeek: Training Search Agents for Direct Corpus Interaction Paper • 2605.29307 • Published 5 days ago • 68
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents Paper • 2605.27068 • Published 7 days ago • 20
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Paper • 2605.27030 • Published 7 days ago • 29
Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration Paper • 2605.17423 • Published 16 days ago • 31
SpatialBench: Is Your Spatial Foundation Model an All-Round Player? Paper • 2605.27367 • Published 7 days ago • 68
Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems Paper • 2605.27766 • Published 7 days ago • 1
How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning Paper • 2605.27310 • Published 7 days ago • 18
Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems Paper • 2605.26302 • Published 8 days ago • 28
ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence Paper • 2605.26340 • Published 8 days ago • 33
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Paper • 2605.28774 • Published 6 days ago • 81
Reflective Prompt Tuning through Language Model Function-Calling Paper • 2605.21781 • Published 13 days ago • 4
Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation Paper • 2605.29861 • Published 5 days ago • 10
Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention Paper • 2605.29548 • Published 5 days ago • 5