Linear representations in language models can change dramatically over a conversation Paper • 2601.20834 • Published 4 days ago • 20
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts Paper • 2601.22156 • Published 3 days ago • 7
KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices Paper • 2601.21579 • Published 3 days ago • 5
DeepSearchQA: Bridging the Comprehensiveness Gap for Deep Research Agents Paper • 2601.20975 • Published 4 days ago • 7