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Apocalypse soon? AI could hasten bioweapons

May 12, 2026

AI Summary

5 min read

“AI has become exceptionally good at doing biology,” says Arthur Holland Michel, a writer on emerging technologies. Leading language models have surpassed human virologists on tasks like bioinformatics and troubleshooting complex experiments. The worry is that these same capabilities could enable novices to access a level of biological weaponry that previously existed only in the hands of a very small number of governments.

The mechanism: “uplift” for the wrong hands

The central concern is what experts call “uplift.” AI can act as an infinitely patient tutor who has read every scientific paper ever published. In a study published last year, one expert used AI to guide himself through the trickiest parts of assembling poliovirus. The idea is that someone who has never used a pipette could have an AI assistant at their side, and when they get something wrong, they can ask it to try again, eventually getting it right.

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What you'll learn

  • 1 (02:10) **Existential Threat: AI-Enabled Bioweapons** - Rosie Blore introduces Arthur Holland Michel to discuss how AI could make biological weapons easier to develop.
  • 2 (03:31) **The Mechanism: AI as an "Uplift" Tool** - Arthur explains how AI provides a "boost" to users, acting like an infinitely patient tutor.
  • 3 (04:27) **Who Is the Real Threat? Novices vs. Experts** - The evidence is mixed on who benefits most from AI assistance in bioweapons creation.
  • 4 (05:35) **How Soon Could a Deadly AI-Assisted Virus Emerge?** - Arthur discusses the timeline and current capabilities for creating new pathogens.
  • 5 (06:39) **The Difficulty of Bioweapons and the Risk of Mistake** - Biology is hard, but the balance of risk could shift quickly as AI evolves.
  • 6 (07:23) **Regulation: Whose Job Is It to Keep Us Safe?** - Arthur outlines potential regulatory approaches, starting with the technology itself.
  • 7 (08:51) **The Terrifying Uncertainty** - Arthur concludes that the uncertainty itself is a cause for alarm.

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Show Notes

Artificial intelligence could help terrorists develop new dangerous pathogens. Our correspondent asks how humanity can protect itself from machine-assisted biological weapons. Stock markets are soaring, despite the oil shock. What does this tell us about investor confidence in traditionally safe assets? And the doughs and don’ts of German bread.  


Guests and host:

  • Arthur Holland Michel, emerging tech writer
  • Josh Roberts, capital markets correspondent
  • Lily Meckel, audience fellow
  • Rosie Blau, host of “The Intelligence”


Topics covered: 

  • Bioweapons, AI, virus
  • Stockmarkets, oil shock, dollar, government bonds
  • German bread, Bernd das Brot


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