Work / Research

Cetacea Foundation

Advanced technologies for the planet, marginalized communities, and our co-habitants. US and New Zealand. Founder and lead.

Role
Founder & lead
When
Since 2025
Where
US · New Zealand
Scope
AI · acoustics · wellness tech
For
Planet · marginalized communities · co-habitants

Mission

Cetacea Foundation applies AI, advanced acoustics, and modern wellness technology where the mainstream tech industry doesn't reach: marginalized communities, indigenous peoples, neurodivergent groups, the natural environment, and our non-human co-habitants. The multimodal-AI cetacean monitoring work is one of several research and applied work streams, not the entire program.

Current research thread

The primary methods question right now: does fusing acoustic, kinematic, and environmental sensor data improve cetacean stress detection over acoustic-only baselines? Secondary thread: agentic monitoring systems with human-in-the-loop intervention architecture. Outputs target a methods note (JOSS or Methods in Ecology and Evolution, autumn 2026) and the Foundation's broader application portfolio.

Why this configuration

The cross-domain bet is that AI alignment work and DeFi mechanism design face the same structural problems — incentive design under uncertainty, multimodal signal fusion, autonomous systems with human oversight — and that working in both surfaces the methodological transfer. See cross-domain threads for the five live parallels.

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