Cinderpoint › Apps › SAFEMACHINE
AI Governance Platform

SAFEMACHINE

In active development. Not yet shipping.
What it is
SAFEMACHINE is the AI governance platform built on Cinderpoint research. It walks reviewers through a structured sequence of pillars, scores each one against published criteria, assigns named accountability, and produces a written governance record. The output is a defensible record, not a slide deck.

The four modules

SAFEMACHINE is built on four modules. Each one is a separate research paper, and each has its own concept page under the AI division of this site.

Module 1
SAFEARC
Seven-pillar review architecture. Scan, Align, Filter, Evaluate, Assign, Renew, Contain.
Module 2
CARG
Continuous oversight for self-modifying AI. Six components covering monitoring, liability, harm potential, and reassessment.
Module 3
BASE
Readiness check before deployment. Budget, Authority, Skills, Expectations.
Module 4
STABLE
Six-step incident response protocol. Containment through Verification.

Where the research is

The full research behind SAFEMACHINE lives in the AI division of this site at cinderpoint.com/ai/safemachine. Every module has its own concept page with plain-English explanations and links to the underlying papers. The papers are also available on SSRN and Zenodo for academic citation.

Status
In Active Development

SAFEMACHINE is not yet a shipping product. The underlying research is published. The tool itself is being built.

Read the research
SAFEMACHINE on the AI division All Cinderpoint apps
Related
Platform
SAFEMACHINE Research
Full research write-up with module breakdowns.
Concept
Runtime Governance Gap
The problem CARG solves.
Hub
All Cinderpoint Apps
Privacy apps and SAFEMACHINE.