Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language Models Paper • 2610.25100 • Published 6 days ago • 40
LLM-as-Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them Paper • 2610.02076 • Published 20 days ago • 15
Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs Paper • 2609.29845 • Published about 1 month ago • 105
NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction Paper • 2609.10715 • Published Sep 9 • 205
Co-Evolution of Policy and Internal Reward for Language Agents Paper • 2604.03098 • Published Apr 3 • 1