How the Gradient Reality Model (GRM) becomes a portable standard. Introduces the seven‑element claim template, registry schema, badge rubric, D.4 lineage logs, and day‑one adoption checklist. Written for labs, regulators, and any team wanting to adopt GRM.

A technical introduction to the epistemic engine of the Gradient Reality Model (GRM) v3.0. Explains how GRM replaces binary thinking with gradients, confidence scores, proof decay, harm indices, and living audit. Written for engineers, architects, and governance professionals.