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upvoted a paper 1 day ago

Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming

Paper • 2606.31227 • Published 8 days ago • 12

upvoted a paper 6 days ago

Multi-Block Diffusion Language Models

Paper • 2606.29215 • Published 8 days ago • 38

upvoted a paper 7 days ago

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

Paper • 2606.32032 • Published 8 days ago • 24

upvoted 2 papers 15 days ago

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization

Paper • 2606.20097 • Published 20 days ago • 18

Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding

Paper • 2606.21906 • Published 18 days ago • 24

upvoted a paper 17 days ago

Looped World Models

Paper • 2606.18208 • Published 22 days ago • 477

upvoted 2 papers 23 days ago

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 75

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

Paper • 2606.06574 • Published Jun 4 • 25

upvoted a paper 26 days ago

MiniMax Sparse Attention

Paper • 2606.13392 • Published 27 days ago • 150

upvoted a paper 27 days ago

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

Paper • 2606.12397 • Published 28 days ago • 89

upvoted a paper 28 days ago

Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It

Paper • 2606.11052 • Published 29 days ago • 16

upvoted a paper 29 days ago

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

Paper • 2606.09079 • Published about 1 month ago • 65

New activity in sapientinc/HRM-Text-1B about 1 month ago

Hrm can't calculate 2+2

6

#8 opened about 1 month ago by

Xhub1880

commented a paper about 1 month ago

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 518 •

43

upvoted 5 papers about 1 month ago

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 518

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published May 28 • 152

dMoE: dLLMs with Learnable Block Experts

Paper • 2605.30876 • Published May 29 • 38

NITP: Next Implicit Token Prediction for LLM Pre-training

Paper • 2605.24956 • Published May 24 • 36

LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws

Paper • 2605.23901 • Published May 22 • 13

upvoted a paper about 2 months ago

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 196