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Partners & Investors

Let's advance the science of truthful AI identity together.

We welcome government agencies, universities, institutions, and investors collaborating on a Computational Fidelity Framework for truthful AI representations of human identity.

// The Proposed Research

A Computational Fidelity Framework for Truthful AI Representations of Human Identity

If an outreach email brought you here, the sections below describe the partnership we are proposing and what we are asking of a university partner in particular.

Who We Work With

Collaboration pathways.

Government & Federal

Research funding

Co-develop fundable research, including our proposed NSF/STTR project on computational fidelity, aligned with agency missions and the NIST AI Risk Management Framework.

Universities

Academic collaboration

Forever Spoken brings a working architecture, provenance infrastructure, and preliminary technical work. We are seeking a university partner with expertise in human-subjects research design, natural language processing, and measurement science to help validate the Computational Fidelity Framework.

Institutions

Knowledge continuity

Pilot governed knowledge preservation so critical expertise stays queryable as experts retire, with full provenance and consent.

Investors

Foundational infrastructure

Back the research and provenance infrastructure behind a proposed Computational Fidelity Framework, with a path from federally funded research to a governed commercial platform.

Non-profits

Cultural memory

Preserve the voices of founders, elders, and communities as living, citable conversation, ethically and enduringly.

Under NDA

Confidential briefings

Review our models, measurement, and roadmap in depth under confidentiality. We share the detail the open web should not carry.

Start the Conversation

Tell us what you want to build.

Send a note and our research team will follow up. For sensitive detail, ask about a briefing under NDA.

Or email us directly at research@foreverspoken.life