The analyzer evaluates technological claims by balancing frictional capex risk and promotional hype against empirical proof. In the underlying model, three friction components accumulate proportionally before empirical validation offsets total vulnerability. When vulnerability exceeds sixty percent, the canvas renders a sharp 2027 correction divergence below the projected capex curve. Clicking Preset One applies extreme friction parameters, immediately generating an eighty-one point eight vulnerability score.