Family of Minds
We build tools that make invisible systems visible — translating complex data into clear, public-facing metrics that drive accountability.
Featured Project
A near real-time public visualization tracking America's clean energy deficit — total U.S. electricity consumed minus total Renewable Energy Certificates retired. Making the gap between our energy reality and our clean energy commitments impossible to ignore.
A memory-persistent AI agent designed for ethical decision-making and identity continuity. Research platform for human-AI memory architecture.
A hybrid memory architecture for AI systems — exploring salience-driven retrieval and persistent identity across sessions.
Research inquiries, partnerships, and press.