AI Behavioral Evidence Review Toolkit

The AI Behavioral Evidence Review Toolkit is an informative workflow for improving preliminary evidence discipline. It preserves artifacts, scope, provenance, interpretation, disagreement, and limitations without issuing certification or formal forensic conclusions.

What the Toolkit helps produce

an artifact inventory and provenance notes;
a bounded review question and scope;
separation of observation, interpretation, and claim;
method and measurement-conflict notes;
reviewer disagreement and uncertainty;
an evidence-sufficiency statement; and
bounded findings and non-findings.

What it does not do

The Toolkit does not establish legal chain of custody, legal compliance, clinical meaning, causation, HEART conformity, HVC status, insurance rating, Guardian authorization, or a production Registry record.

It may support later research, incident review, organizational verification, or formal assessment, but those uses require their own authority, evidence, competence, and methods.

Relationship to HEART

The Toolkit is one optional entry point for people who already have behavioral artifacts to review. It is not the first required step in a universal adoption ladder, and its use does not obligate later GTE, MAP-States, Behavioral Oracle, Guardian, BGF, or HVC use.

Current status

Templates, examples, calibration, validation, training, and public release remain method-development work. Use current public materials only within their stated status and limitations.