view article Article The Sleeper in the Weights: We Planted a Backdoor in an Agent, and Only the Kernel Caught It FINAL-Bench • about 19 hours ago • 7
view article Article ViKernel: Why the Kill Switch Must Live Inside the Model FINAL-Bench • 2 days ago • 11
view article Article Pretraining a 325M Language Model from Zero on an Inference-Only NPU FINAL-Bench • 8 days ago • 10
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view article Article The Open Quantum Challenge: Quantum Simulation and QEC Decoding on Classical GPUs FINAL-Bench • 23 days ago • 7
view article Article Darwin-27B-ZTC: A Single-Pass Judge and a Quantitative Look at Its Calibration FINAL-Bench • 26 days ago • 7
view article Article Open Superconductor Challenge: Help Discover the Next 2D Superconductor — From Your Laptop FINAL-Bench • Sep 29 • 8
view article Article Your model already knows it's wrong. Asking costs 0.06 seconds and zero tokens. FINAL-Bench • Sep 20 • 9
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 6 days ago • 17
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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
A Numerical Realization of Suzuki's Weil-Quadratic-Form Operator: The Archimedean Spectral Law, its Universality, and an Operator Form of Weil's Positivity Criterion Paper • 2607.24830 • Published Jul 23 • 8