Research, writing, and public ideas

Ideas worth building conversations around

The same pattern runs through the writing: people-aware AI, ecological systems, language, cognition, and ethical infrastructure that can hold up under real pressure.

People-First AI Building Practices artwork

People-First AI Building Practices

A practical exploration of designing AI systems around human needs, responsible adoption, and durable operator value rather than novelty for its own sake.

Ethical AIHuman-Centered DesignResponsible Tech
Stanford HAI
Ecology and Agroforestry Study artwork

Ecology and Agroforestry Study

Research into maintaining healthy Northwest forests, regenerative fertilization, soil health, and closed-loop systems that reduce dependence on unsustainable phosphorus mining.

SustainabilityForestryEcologyRegenerative AgricultureSoil Health
USDA Agroforestry
Narrative-Driven Language Evolution artwork

Narrative-Driven Language Evolution

A cognitive systems study of how story arcs, sensory memory, engrams, and language processing may have shaped the evolution of human communication.

Cognitive ScienceLanguage EvolutionNeuroscienceStorytelling
Evolutionary linguistics