A falsifiable analysis engine that refuses to assert what it cannot prove — verdict: phantom_moat (evidence-blocked provisional). Research instrument, not investment advice.

Interactive research instrument: simulates how clinical guidelines & study conclusions may drift over 10/20/30 years as AI-generated text contaminates the biomedical literature. Each horizon is a draw from a distribution, never a forecast.