Essay
Machines don't have stakes. We do.
Every AI decision lands on a person. A note on keeping the human consequence in view while the systems get faster.
Coming soon
Artificial intelligence · Humanity
io.world
The human side of AI.
A personal site about building artificial intelligence for humanity — the judgement, the craft and the consequences behind the systems we ship.
The focus
AI for humanity
Systems that answer to people
Human-centred design
Judgement before automation
Applied research
From paper to production
Safety & trust
Confidence you can evidence
Writing
Essays, notes, field reports
Latest thinking
Writing about AI, and the people it lands on.
Notebook
Building for the people not in the room
The users who never file feedback are the ones a model fails first. How to design for them on purpose.
Coming soon
Field note
What 'good' looks like before you ship
Turning a vague sense of confidence into something a team can actually check, argue about, and sign off.
Coming soon