Does proposing an interface grant permission to act?
The boundaries between AI interface suggestions, permission to perform operations and human control, through Muhit.
Explore
Questions and ongoing research.
Make
Software, systems and experiments.
Observe
Photographs, places and details.
Recent writing
Muhit: How does a design decision work on screen?
How decisions about drafts, focus, errors, cancellation and themes take shape in Muhit’s working examples.
Muhit: What makes an interface consistent?
Visual language, page states, preserved context and the promise an interface makes, through the work on Muhit.
Start with a subject
Follow one subject across different kinds of work.
Selected work
Working tools and ongoing projects.
a2
A Python agent that checks solutions externally and investigates reuse of verified executable skills. Development alpha.
KLM — Knowledge Layers Model
An open-source record contract and validation toolkit for knowledge provenance, evidence relationships and assessment traces in language-model outputs.
Atlas
A map of meaning.
Sunset and a ferry seen from the tree-lined shore.
Photograph: Ömer Asım.
Contact