PP-SPEC-060: Proof of Efficacy Mapping to the Google Secure AI Framework (SAIF)

Status: DRAFT v0.1
Author: Craig Ellrod / Nebulonium, Inc. / HACKERverse®
License: Greater Good Commercial License 1.0 (GGL-C-1.0); text CC BY 4.0 under Part S. See LICENSE.md.

Normative specification: PP-SPEC-060-Google-SAIF-Mapping.md

Purpose

This repository defines a Proof Protocol mapping between the Google Secure AI Framework (SAIF) and Proof Protocol evidence, efficacy, and proof semantics.

The external framework supplies context describing what may be tested or examined. Proof Protocol remains framework-agnostic and independently establishes whether a selected control performed as claimed. Non-empirical requirements remain distinct from empirically tested efficacy results.

A Proof Protocol result does not establish alignment with, conformance to, or approval under SAIF.

Repository contents

• PP-SPEC-060-Google-SAIF-Mapping.md: normative mapping specification
• README.md: repository overview
• LICENSE: license for original Proof Protocol material
• CONTRIBUTING.md: contribution guidance
• CITATION.cff: citation metadata

Architectural principle

Threat, control, audit, and regulatory frameworks are pluggable inputs to Proof Protocol. Proof Protocol is framework-agnostic.

External frameworks identify what may be tested. Proof Protocol independently establishes whether a control worked and what evidence proves the result.

Ownership and external-framework notice

This Proof Protocol mapping is independently authored. External names, identifiers, trademarks, standards text, legal text, and upstream materials remain subject to their applicable ownership and licensing. Mapping establishes interoperability, not dependency, endorsement, certification, or transfer of ownership.

Google Secure AI Framework (SAIF), Google LLC, https://saif.google (retrieved October 8, 2026). Google is a trademark of Google LLC.