Latent state from weak, noisy signals.

Human and machine cognition

Researcher, neuroscientist, data scientist. Curiosity under uncertainty.

Worksignal from noisy human data Speakinglectures, advisory, press Codeopen skills and harnesses for building with agents

Cover of Philosophical Transactions of the Royal Society B

The arc

Molecules: human chemical communication
Bodies: subjective states from wearable physiology
Behavior: product behavior at scale
Models: AI agents, and how to evaluate them

Public code

skilling-itskills and harnesses for agent development, used daily
data-agentactive-learning agent that identifies model weaknesses
eva-aggressionthe $12 MRI-compatible sensor, open-sourced with the study

Press

Babies know dad by smell too, science finally catches upThePrint
Sniffing this odorless molecule could make you more aggressive, or more docilePopular Science
Smelling babies’ heads alters aggressionThe Naked Scientists