Research & Publications

Papers and proposed standards from the Prime Studios Applied Research Division, advancing the science of AI reliability and industrial-grade model validation.

v1.1 Proposed Standard January 2026

The Reliability-First Standard (RFS)

Applying Industrial Metrology and MSA to Large Language Model Validation

A framework transposing over a century of industrial metrology principles onto AI evaluation. Introduces the L-MSA framework, Linguistic %GR&R, process capability indices (Cp/Cpk), and the Digital Calibration Certificate for communicating model reliability to enterprise and regulatory stakeholders.

Abdul Martinez 36 pages

Read Paper

Back to Home