The limits of sequence-based biosecurity screening tools in the age of AI-assisted protein design

Bruce J. Wittmann, Nicole E. Wheeler, Steven T. Murphy, Tom Mitchell, Brittany Rife Magalis, Bryan T. Gemler, Kevin Flyangolts, James Diggans, Adam Clore, Jacob Beal, Craig Bartling, Tessa Alexanian, Eric Horvitz

Open source

DOI
10.3389/fbioe.2026.1858951
Published
2026-07-13
Container
Frontiers in Bioengineering and Biotechnology
Publisher
Frontiers Media SA
Open access
unknown

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BibTeX

@article{allodium:10.3389/fbioe.2026.1858951,
  title = {The limits of sequence-based biosecurity screening tools in the age of AI-assisted protein design},
  author = {Bruce J. Wittmann and Nicole E. Wheeler and Steven T. Murphy and Tom Mitchell and Brittany Rife Magalis and Bryan T. Gemler and Kevin Flyangolts and James Diggans and Adam Clore and Jacob Beal and Craig Bartling and Tessa Alexanian and Eric Horvitz},
  year = {2026},
  journal = {Frontiers in Bioengineering and Biotechnology},
  doi = {10.3389/fbioe.2026.1858951},
  url = {https://doi.org/10.3389/fbioe.2026.1858951}
}

RIS

TY  - JOUR
TI  - The limits of sequence-based biosecurity screening tools in the age of AI-assisted protein design
AU  - Bruce J. Wittmann
AU  - Nicole E. Wheeler
AU  - Steven T. Murphy
AU  - Tom Mitchell
AU  - Brittany Rife Magalis
AU  - Bryan T. Gemler
AU  - Kevin Flyangolts
AU  - James Diggans
AU  - Adam Clore
AU  - Jacob Beal
AU  - Craig Bartling
AU  - Tessa Alexanian
AU  - Eric Horvitz
PY  - 2026
JO  - Frontiers in Bioengineering and Biotechnology
DO  - 10.3389/fbioe.2026.1858951
UR  - https://doi.org/10.3389/fbioe.2026.1858951
ER  - 

APA

Wittmann, B. J., Wheeler, N. E., Murphy, S. T., Mitchell, T., Magalis, B. R., Gemler, B. T., Flyangolts, K., Diggans, J., Clore, A., Beal, J., Bartling, C., Alexanian, T., & Horvitz, E. (2026). The limits of sequence-based biosecurity screening tools in the age of AI-assisted protein design. Frontiers in Bioengineering and Biotechnology. https://doi.org/10.3389/fbioe.2026.1858951

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