LEV: Thinking Fast and Deep with Looped Decision Models Paper • 2610.20951 • Published 28 days ago • 72
S-Space: Exploring Spatial Workspace in Multimodal Language Models Paper • 2610.13527 • Published Oct 9 • 53
U-Space: Uncovering When and Why Uncertainty Arises in Language Models Paper • 2610.09087 • Published Oct 6 • 44
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published Sep 27 • 100
Know Your Body: A Harness for Direct and Self-Improving Robot Control with VLMs Paper • 2609.28530 • Published Sep 22 • 1
WHALE: A Simple Recipe for Joint Harness-Weight Optimization Paper • 2609.00196 • Published Aug 31 • 39
Beneath the Surface of Chains-of-Thought: A Mechanistic Interpretation of Reasoning Operations in LLMs Paper • 2609.04753 • Published Sep 4 • 15
Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers Paper • 2604.07822 • Published Apr 9 • 3
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published Jul 3 • 82
Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models Paper • 2606.12689 • Published Jun 10 • 2
Retrieval-Augmented LLM Agents: Learning to Learn from Experience Paper • 2603.18272 • Published Mar 18 • 1
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution Paper • 2603.18718 • Published Mar 19 • 9
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens Paper • 2603.23516 • Published Mar 6 • 53
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published Jan 29 • 42