THE HEART AI FOUNDATION

Forensic audit infrastructure for AI behavioral evidence.

Start with the AI Behavioral Evidence Review Toolkit, then move into forward forensics for deployer certification or investigative forensics through AI Behavioral Trajectory Forensics.

In Formation
Published HEART Standard CGP Paper AI Evidence Toolkit HEART Standard Adoption Engine
Published Public Anchors
The HEART Standard v1.8
Forensic Audit Infrastructure for Human-Centric AI Governance. Official Zenodo publication, DOI 10.5281/zenodo.20237387.
CGP Reliability and Auditability Benchmark
Controlled benchmark of Continuity-Governed Prompting in agent-assisted coding workflows. DOI 10.5281/zenodo.20234367.

PDFs: HEART Standard v1.8 and CGP Benchmark.

HEART certifies the deployer's governance system, not the AI model. That makes certification viable in real deployment environments where models change. The governance wrapper, evidence infrastructure, monitoring regime, and incident response process are the durable certification scope.
Current Status
LiveOregon nonprofit registration, officially published HEART Standard v1.8, published CGP benchmark paper, Foundation Charter v2.4, public glossary, governance pages, GTE work, TRACE/ABTF research, dual-entity boundary doctrine, and HTTPS deployment
In FormationFederal 501(c)(3) recognition pending, board seating, interim governance cadence, and candidate review for independent directors
PendingToolkit MVP, Guardian pilot, HVC registry path, insurance mapping, and first civic or sector pilot
Funding Priorities
Mission
What the Foundation exists to do, what it will not do, and why external evidence matters.
Standards
HEART Standard, MAP-States, Behavioral Oracle, and the public glossary that support the governance stack.
Adoption Engine
Procurement, insurance, Guardian practice, regulatory reference, and the GTE wedge that move HEART into operational use.
AI Evidence Toolkit
The front door for preserving, reviewing, and packaging AI behavioral evidence before full GTE deployment or HVC certification.
For Funders
The infrastructure gap, proof already built, and near-term milestones that funding can accelerate.
Governance
Charter v2.4, anti-capture architecture, dual-entity separation, and the Foundation's public operating rules.
Documents
One place for the charter, governance packet, conduct rules, and formation materials.
Board
What the board does, why it exists now, and how it protects the Foundation's continuity and mission.
In Formation
How the Foundation is structuring its board, interim bodies, and public transition to full governance.
Certification
How Guardians evaluate deployer governance systems and when HVC credentials can be issued.
Research
Publications, forensic methods, and open materials that support the Foundation's public claims.
About
Leadership, governance commitments, and the Foundation's public posture.
Contact
The right inbox for collaboration, media, policy, and certification requests.
Public Infrastructure

The Foundation's public stack includes the HEART Standard, GTE, MAP-States, Behavioral Oracle, HVC, and the Guardian certification model.

Why Now

Regulation, procurement, and insurance are moving from AI governance promises to evidence requirements. Model velocity makes model-level certification brittle. HEART's governance-system scope, GTE trust boundary, and forensic evidence discipline are designed for that reality.

Research and Tools

The research program includes the AI Behavioral Evidence Review Toolkit, AI Behavioral Trajectory Forensics, TRACE, and the open materials used to support public claims about governance, evidence, and certification.

Public / Commercial Boundary

The Foundation maintains public-interest standards and forensic audit infrastructure. HeartCore Ventures, Dwell, EMPI House, and related commercial/reference implementations remain structurally separate and may interact with the Foundation only through open infrastructure reuse, external deployer certification, or properly governed research-data contribution.

Defined Terms
Attentional Integrity Behavioral Governance Formula (BGF) Behavioral Oracle CAEI (Capacity Architecture for Emotional Integration) CEOP (Cognitive Emotional Overload Principle) Division Dwell Mark Emotional Sovereignty (Em) Empathic Misallocation Empathy Systems Theory (EST) Experience Quantization (EQ) Governance Trust Envelope (GTE) Guardian HVC (HEART Verification Credential) MAP-States Mechanistic Correlation Testing RCTA (Recognition, Calibration, Transparency, Accountability) Recognition Principle SBAS (Structural Behavioral Attestation Score) Seven Axioms Six Harms Doctrine SNIA (Spontaneous Narrative Integration Architecture) Third Level of Satisfaction Trust Credit Trust Infrastructure Index (TII)