New browser-local multi-layer ScalePair ViT model. AI Detector Arena v0.1: 94.83% balanced accuracy and 93.68% AI precision at the fixed 65% threshold. Deterministic web-degraded Arena: 91.67% balanced accuracy. Includes a ready-to-load unpacked extension archive; inference remains local with WebGPU/WASM fallback.