Local-first desktop app for running uncensored, refusal-ablated language models. Tauri + Rust + Ollama. 12MB installer, zero telemetry.

Carrier-probe benchmark that measures the 'flinch' — how much a model shrinks the probability of a charged word when it is the obvious next token in a sentence.

Mechanistic study of the refusal direction across base, instruction-tuned, and reasoning-distilled Qwen2.5-1.5B variants: extraction, ablation, transplant, and phase-aware analysis.