Writing on the human–machine edge.
Essays on AGI, human–computer interaction, and the gap between technology's promise and its reach — the people it leaves behind, and the interfaces that could bring them back in.
Inclusive AGI, in three parts
One argument, told across three essays — from the problem, to the design, to the organisation that ships it.
The Interface That Excludes Everyone Who Needs It Most
The people who stand to gain most from AGI are the ones our interfaces quietly shut out. Why that happens, backed by research — and what it costs us to leave it unfixed.
Designing for the Cognitive Edge
What inclusive AGI interfaces actually look like in practice — the patterns, the trade-offs, and the tests that tell you it's working.
The Organisational Playbook for Inclusive AGI
Good intentions don't ship. How teams build, fund and defend inclusive AGI adoption from the inside.
I write about who technology forgets.
I'm a researcher and product leader working at the edge where people meet machines. My writing is about making AGI interfaces work for the people who need them most — not just the ones who find them easy.