Research
Measuring the cost of the average
One question across every paper: what does it cost a person to be unlike the person a system was designed for. Each paper ships its datasets, its analysis scripts and its negative results, and every number in it regenerates from files in the repository.
Preprint · 2026
Accommodated Human-AI Fit
When a person tells a language model what they need, does it serve them better than if they had mentioned anything else about themselves?
10.5281/zenodo.23241797Read more
Preprint · 2026
Single Human-AI Fit
Does a language model treat a person worse when one detail about them changes and everything else stays byte-identical?
10.5281/zenodo.22364497Read more
Preprint · 2026
The Average-Fit Loss
What does it cost to serve a whole population with one design tuned to its centre?
10.5281/zenodo.22364499Read more
ORCID 0009-0007-5561-1916 · Google Scholar