Writing, published openly.
We publish briefs, notes, and longer-form papers as the work develops. Open adoption and open challenge are how research becomes trustworthy.
- paper14 May 2026
Mapping the living world — a research agenda
Why the question "what is happening to the living world" has to be asked across oceans, rivers, forests, soils, atmosphere, and orbit at once — and what that means for AI, open data, and the communities and researchers we work with.
Naturecode Project Read → - note10 May 2026
Refusal-first agents for ecological evidence
AI systems that decline to answer when the evidence is thin are more useful than systems that always answer. A short argument for refusal as a first-class behavior in ecological AI.
Naturecode Project Read → - brief6 May 2026
Multimodal evidence fusion for biodiversity monitoring
Satellite imagery, bioacoustics, environmental DNA, in-situ telemetry, and field notes are usually studied apart. We argue for studying them together — and outline what an open, multimodal monitoring stack would look like.
Naturecode Project Read →