Updated
Updated · WIRED · Nov 11
Radical Numerics Unveils Omnii Defense, Flagging Pathogens With 0-to-1 Threat Scores Offline
Updated
Updated · WIRED · Nov 11

Radical Numerics Unveils Omnii Defense, Flagging Pathogens With 0-to-1 Threat Scores Offline

1 articles · Updated · WIRED · Nov 11

Summary

  • Radical Numerics said its new Omnii Defense model can run on a laptop with a USB gene sequencer, screening natural and AI-engineered pathogens without an internet connection.
  • The tool assigns each genome a 0-to-1 threat score by estimating pathogenicity, signs of AI generation and likely taxonomic group, aiming to spot risky sequences beyond exact database matches.
  • In a Bundibugyo virus test with the species removed from training data, Omnii still flagged 33% of sequences as pathogenic; with the whole genus removed, it flagged 22%, while non-AI tools showed essentially no risk signal.
  • Access is limited to vetted external testers as Radical works with national labs, government agencies and independent evaluators, and outside experts say detection remains far from proving a pathogen is dangerous or engineered.
  • The launch extends Radical's push in AI biology after the 2025 startup used its Omnii platform in October to design bacteriophages for a drug-resistant E. coli case, a project that also triggered adviser George Church's resignation.

Insights

With the 2026 Bundibugyo outbreak raging, could this offline AI sequencer be the ultimate weapon against both natural and man-made pathogens?
If AI is accelerating the creation of bioweapons, is another AI our only hope for surviving the next invisible arms race?