A public exploration of proof‑decay in science and AI. Shows how knowledge ages like bread, why claims need expiry dates, and how GRM treats every result as a living, perishable object with renewal rituals.

A public introduction to the Gradient Reality Model (GRM). Explains why binary trust fails, how gradients replace switches, and how confidence, decay, and living audit help us decide what to trust in medicine, climate, AI, and news.