


AI FOR SCIENCE · ON THE RECORD
Columbia University
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Research on the record
- 2026-10-20Scored by what a lab would actually discover, protein models' zero-shot accuracy explains under a fifth of the difference in what they find, and 50 to 100 measurements beat themLevel 2 · Computed
- 2026-10-06A model that reads the retina's vessel network predicts preeclampsia months early, and held up at a second hospital with 13 casesLevel 3 · Checked against existing evidence
- 2026-09-14Five drug companies federate private structures to sharpen a protein-ligand modelLevel 2 · Computed
Graded by how far the evidence went, not how good the result is. See the methodology.
People
Only people the AI4S.fyi record has named: in a round, a timeline entry, commentary, an interview or a sourced role. Not the full team.
Named on AI4S.fyi
Xuhai Orson XuAssistant Professor, Department of Biomedical Informatics Google's personal health agent hands health questions to three AI specialists; in Nature, experts rate it above one agent and above the three answering separately
Srilaxmi BearellyAssociate Professor of Ophthalmology (In Obstetrics and Gynecology) at CUMC A model that reads the retina's vessel network predicts preeclampsia months early, and held up at a second hospital with 13 cases
Ivan CorwinProfessor of Mathematics A value-based approach to mathematics
Mohammed AlQuraishiDepartment of Systems Biology Protein Structure Prediction by AlphaFold2: Are Attention and Symmetries All You Need?
This page compiles what AI4S.fyi has recorded and links each item to its source. It is not a grade of the organization and not its complete history: a blank means the record has not caught up as often as it means nothing happened.