The time window before biological AI spreads
Frontier AI model embargo is emerging as a mechanism for shaping governance for biological AI. We explain how a pre-deployment embargo can create the time and structure needed for meaningful oversight, but only if it is grounded in clear capability-based evaluation, informed by independent multidisciplinary expert analysis, and designed to identify unique hazards before public release.
Authors
- Benjamin D. Trump (ORCID: https://orcid.org/0000-0002-4097-733X)
- Christopher L. Cummings (ORCID: https://orcid.org/0000-0002-3840-556X)
- Cindy Groff-Vindman
Institutions
- North Carolina State University (US)
- NHS Dumfries and Galloway (GB)
- U.S. Army Engineer Research and Development Center (US)
Publication Details
- Journal
- EMBO Reports
- Published
- 2026-07-17
- DOI
- https://doi.org/10.1038/s44319-026-00886-2
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00