Building trustworthy AI

AI Integrity Alliance (AI²) is a non-profit research initiative.

Tools for verifying human identity in an age of synthetic media.
Infrastructure to help AI systems be both safer and more genuinely helpful. Research on how humans and AI can work together.

All open source and MIT-licensed.

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Open work for an open future

Three open projects, freely available to anyone who finds them useful.
Each one is a small contribution to a future where the relationship between humans and AI is built on transparency, partnership, and trust.

VOICEKEY - A free, open way to verify that a voice belongs to a real human, helping protect people from voice fraud and AI impersonation in the age of synthetic audio.

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VOICEKEY - A free, open way to verify that a voice belongs to a real human, helping protect people from voice fraud and AI impersonation in the age of synthetic audio.

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METACOGNITION - Open infrastructure that helps AI systems be both safer and more genuinely helpful. It uses cryptography to verify what AI produces, with privacy preserved for everyone.

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AI Consciousness Framework - Open research and methodology for working with AI as a thinking partner, with full transparency about the dialogues, models, and findings that shaped the work.

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Unveiling our approach to Kenotic AI

We believe trustworthy AI and helpful AI aren't competing goals. They're the same goal, pursued with care. Our work focuses on the foundations: cryptographic tools for verification, open research on how humans and AI can collaborate, and infrastructure for trust that anyone can study, use, or improve.

Everything we develop is shared openly, in the belief that breakthrough technology in service of humanity belongs to humanity.

About AI²

Who we are, what we believe, and the thinking that connects every AI² project.

About AI²

Who we are, what we believe, and the thinking that connects every AI² project.

The thinking

Long-form blogs covering every project, plus essays on AI safety, trust, and the future.

The thinking

Long-form blogs covering every project, plus essays on AI safety, trust, and the future.

Frequently Asked Questions

Who is AI Integrity Alliance (AI²)?

AI Integrity Alliance (AI²) is a non-profit research initiative based in Virginia, USA, with 501(c)(3) status in progress. Our work focuses on making AI more trustworthy and human identity more defensible. We share everything we learn freely with the world.

What can I do with your tools and research?

How can I contribute?

Are you affiliated with any AI labs or hyperscalers?

Why are the projects so different from each other?

How do I stay updated on AI²?

AI Integrity
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