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@Project-Navi

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Fieldnote-Echo/README.md

Nelson Spence

Founder & Principal Researcher, Project Navi

Building mathematical and governance frameworks that let AI systems adapt without fracturing.


The Work

Project Navi provides navigation infrastructure for AI systems — the measurement frameworks and governance protocols that make coherent adaptation possible.

The Four Pillars:

  • DSC — Differential Symbolic Calculus for measuring creative regimes
  • WMC — World Model Capital for trust allocation in machine cognition
  • REO — Relational Emergent Ontology as philosophical foundation
  • Schema Registry — Versioned data models and canonical data contracts

Enterprise: Navi Pro — Code intelligence and governance infrastructure

Background

Published in Psychiatric Rehabilitation Journal (APA, 2024) on peer workforce retention. Managed $600K+ in federal (BJA) and corporate (Elevance Health) grants. 10+ years leading cross-system behavioral health programs.

Research Focus

  • Trajectory-based alignment for AI safety
  • Multi-stakeholder coordination measurement
  • Real-time coherence tracking during system transformation

projectnavi.ai · Schema Registry · nelson@projectnavi.ai

Machine cognition, human values.

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