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Frontier Brief · Collision 2026

Artificial intelligence×Cell biology

50.5Collision Index
2.9%historical odds of first co-publication

This pair ranks in the top 0.1% of every collision candidate in the corpus. Across held-out years, pairs scoring that well went on to co-publish at 10.0× the base rate, typically within 2 years.

How this was measured →
Frontier Brief

The Frontier Brief for this collision is still being written. The evidence below already reflects the current model run.

Players in this space · predicted

Pre-company space. No named players have staked this collision yet — an emerging pairing where the field, not a firm, is the story so far.

Who actually spans both fields · graph-verified

38 researchers publish on both sides of this collision without the fields themselves having met. Every name below is counted from papers in the corpus — not inferred.

ResearcherAI / Cell biology
  • Zhenan BaoUniversity of Washington
    41
  • Yang ZhangZhejiang University of Technology
    41
  • David A. AgardUniversity of Idaho
    13
  • Khanh Huy BuiTeva Pharmaceuticals (United States)
    13
  • Sjors H. W. ScheresNIHR Cambridge Biomedical Research Centre
    31
  • Yan LiuPfizer (United States)
    31
  • Zev J. GartnerWhitehead Institute for Biomedical Research
    12
  • Zibo ChenCalifornia Institute of Technology
    12
  • Jason A. BurdickImperial College London
    12
  • George M. ChurchColumbia University Irving Medical Center
    21
Institutionpapers each side
  • Stanford UniversityUS
    279127
  • Harvard UniversityUS
    144217
  • Massachusetts Institute of TechnologyUS
    19389
  • University of California, BerkeleyUS
    22273
  • ETH ZurichCH
    125121
  • University of CambridgeGB
    126111
Closest work to the seambridge fields touched

Counted from the corpus. Institution counts use best-effort affiliation (every author on a paper is paired with every institution on it), so read them as presence, not headcount.

Deep-Dive

A premium Deep-Dive is being generated for this collision — check back soon.