view article Article SuperCLUE November 2026: Category Leaders and the Full 19-Model Score Ranking FINAL-Bench • 7 days ago • 8
view article Article The Sleeper in the Weights: We Planted a Backdoor in an Agent, and Only the Kernel Caught It FINAL-Bench • 11 days ago • 7
view article Article ViKernel: Why the Kill Switch Must Live Inside the Model FINAL-Bench • 12 days ago • 11
view article Article Leading the System One Mosaic Benchmark: What Darwin-27B-ZTC-v2's #1 Means FINAL-Bench • Oct 9 • 5
view article Article Aether-7B-5Attn: A 100% Open-Source Sovereign Foundation Model — and a Controlled Experiment in Heterogeneous Attention FINAL-Bench • Jul 19 • 18
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 16 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
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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 Sep 28 • 10