view article Article Backpropagation on an Inference-Only NPU: Pretraining VKORE-46M-NPU From Scratch FINAL-Bench • about 1 month ago • 10
view article Article The Open Quantum Challenge: Quantum Simulation and QEC Decoding on Classical GPUs FINAL-Bench • Oct 11 • 7
view article Article Darwin-27B-ZTC: A Single-Pass Judge and a Quantitative Look at Its Calibration FINAL-Bench • Oct 8 • 8
view article Article Open Superconductor Challenge: Help Discover the Next 2D Superconductor — From Your Laptop FINAL-Bench • Sep 29 • 8
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. • 17 items • Updated 17 days ago • 17
view article Article Your model already knows it's wrong. Asking costs 0.06 seconds and zero tokens. FINAL-Bench • Sep 20 • 9
view article Article Inside the JEV Ecosystem: 13 Answer Verifiers on One Test Set mayafree • Sep 20 • 8
view article Article OpenRouter Leaderboard: 425 Models by Price, Measured Speed and Korean Quality ginigen-ai • Sep 16 • 9
view article Article Same bytes, closer to the original: two lines of AutoRound we had wrong FINAL-Bench • Sep 14 • 8
The Mask Is Not the Model: Auditing Prefix Invariance in Attention, State-Space, and Hybrid Sequence Models Paper • 2608.22876 • Published Aug 24 • 11
view article Article We changed one line and the benchmark score moved 0.21 AUROC FINAL-Bench • Aug 22 • 12
view article Article Who Tells You Whether the Molecule Your AI Just Designed Is Any Good? FINAL-Bench • Aug 15 • 8
view article Article AX-Ray, Finding Causal-Leakage Defects in Two General-Purpose Public Models FINAL-Bench • Aug 14 • 10