AI tools for science should remove friction, not add a layer of it
The best scientific tools make credible work easier to do, easier to teach, and easier to sustain.
Expertise
A point of view shaped by years of replication, meta-science, and teaching — and shared openly through talks, papers, and public writing.
The best scientific tools make credible work easier to do, easier to teach, and easier to sustain.
Checking, verification, extraction, and review systems matter because they shape what science can reliably become.
Psychological science can help people think more clearly about helping, giving, and impact.
Selected talks
Recorded talks on open science, meta-research, teaching, and doing more good.
CORE team — open and meta-research
An overview of collaborative open science, meta-research, and improving the way science is done.
University College London
Explaining the infrastructure behind large-scale replication and meta-research work to an institutional audience.
Integrating open science into the curriculum
How universities can connect training, pedagogy, and culture change around open science.
FORRT pedagogies interview
The teaching and curriculum side of open science, alongside the research side.
Selected publications
A small, representative slice of the published record — full list on Google Scholar.
Journal of Personality and Social Psychology · 2026
Royal Society Open Science · 2026
Meta-Psychology · 2025
Social Psychological and Personality Science · 2021

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