Livenerf is a deterministic benchmark designed to detect whether Anthropic's Claude Opus 5.5 model degrades in performance after its launch on September 22, 2026. The project uses the Inspect evaluation framework to run frozen test panels and measure statistical drift over time, tracking both accuracy changes and output token counts to catch potential model degradation.