The Mask Is Not the Model: Auditing Prefix Invariance in Attention, State-Space, and Hybrid Sequence Models Paper • 2608.22876 • Published 14 days ago • 31
Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning Paper • 2605.14386 • Published May 14 • 70
Quantum Cryptanalysis on IBM Quantum Hardware: Extending Even--Mansour Period Recovery from N=4 to N=10 Paper • 2607.18340 • Published Jul 20 • 21
view article Article Aether-7B-5Attn: A 100% Open-Source Sovereign Foundation Model — and a Controlled Experiment in Heterogeneous Attention FINAL-Bench • Jul 19 • 21