Evaluators and safety organisations · Article · Goodfire

Better biosecurity monitors for AI agents via protein embeddings

1 Oct 2026

Read at goodfire.com ↗Read at sourceNo licence statement found

Outline · 32 paragraphs

Biological screening in the age of agents¶9
A Pareto improvement for dual-use screening¶16
Robustness to adversarial attacks¶20
Efficiency and speed¶23
Our vision for monitoring biological misuse¶25
Acknowledgements¶31

How to cite

A citation names the document, the version and the place.

goodfire:better-biosecurity-monitors/r1/b1

https://safetypage.noahairmet.com/d/goodfire/better-biosecurity-monitors/r1/b1

BibTeX

@misc{goodfire2026,
  title = {Better biosecurity monitors for AI agents via protein embeddings},
  author = {{Goodfire}},
  year = {2026},
  url = {https://www.goodfire.com/research/better-biosecurity-monitors}
}

Versions

Version	Published	Read
r1 latest	1 Oct 2026	At source

Licence

Terms: No licence statement found
So you: Search it, cite it and check quotes here; read it at its source
Read at: www.goodfire.com/research/better-biosecurity-monitors, 10 Nov 2026