ZTC Models: JEV ecosystems Collection Answer verification from one forward pass, zero generated tokens. Measured against JEV and 10 others on 2,018 identical items. • 10 items • Updated 1 day ago • 44
The Mask Is Not the Model: Auditing Prefix Invariance in Attention, State-Space, and Hybrid Sequence Models Paper • 2608.22876 • Published Aug 24 • 14
Quantum Cryptanalysis on IBM Quantum Hardware: Extending Even--Mansour Period Recovery from N=4 to N=10 Paper • 2607.18340 • Published Jul 20 • 10
view article Article Quantum Cryptanalysis on Real Hardware: Pushing Symmetric-Structure Key Recovery Beyond the Published Frontier FINAL-Bench • Jul 5 • 15
Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning Paper • 2605.14386 • Published May 14 • 53
VKAE Accelerated Collection Fastest single-GPU serving of open models via VKAE. Live board: hf.co/spaces/VIDraft/vkae. Each = card + Docker. • 2 items • Updated 3 days ago • 34
view article Article Chitos: From Detection to Proof — An Autonomous Security AI That Actually Exploits FINAL-Bench • Jun 29 • 19