Advisory work across net-zero strategy, carbon markets and value-chain decarbonisation — the attempt to price a shared problem.
Work
Policy & markets
Attempts to price a shared problem.
Norms & participation
Attempts to build the willingness to give.
A Scottish charitable microdonation platform, built on the idea that generosity is a habit societies can practise.
A book project on living with more than you need — duty, effectiveness, and the trade-offs a privileged life has to face.
An environmental education programme in Paraguay, reaching around a thousand children a week in remote communities.
AI
The next commons problem.
An animated video series on US AI governance and the case for international coordination.
Frontier model system cards read against published scaling commitments, and work on open-source AI policy.
A privacy-first household assistant that runs on local hardware — and an evaluation harness to test whether it can be trusted.
Experiments
Things I have built — pilots, prototypes and tools, presented as such.
A Flutter app whose users file ideas from inside it; an AI agent implements them while they carry on.
A notes app built on a conviction — learning about the world is an obligation and a lifetime pursuit.
A self-hosted personal AI agent, running always-on from a Hetzner VPS.
An autonomous multi-agent research setup supporting a paper on the sociology and economics of altruism.