Inside the AI Labs Where Digital Scientists Argue, Test and Discover
Multi-agent AI labs split research into specialist roles that debate, design and test. See how Co-Scientist, the Virtual Lab and AI Scientist work, and where they fail.
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AI Molecular Clocks Promise Earlier Cancer Detection. Do They Deliver?
Epigenetic clocks and machine learning are being pointed at early cancer detection. We separate what the 2026 evidence shows from what the headlines imply, from breast cancer risk to the NHS-Galleri trial.
AI Can Now Design Antibodies From Scratch. Here's the Catch
Who Regulates an AI That Designs a Virus? The Global Policy Gap
Mpox Is Still Spreading. Can AI Get Ahead of the Virus This Time?
Can Scientists Trust AI Research Assistants? What the Evidence Shows
AI
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Virology
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Recent posts
See allAI Agents Are Learning to Run the Lab. This Week They Got a Boost
OpenAI's DevDay 2026 turned long-running autonomous agents into everyday infrastructure. Here is what that means for the slow, expensive work of automating scientific research, and where the honest limits still sit.
Medical AI Just Hit 90% Accuracy. But Why Can't Hospitals Trust It?
A new Nature Medicine study shows on-premise medical AI agents can diagnose at near-cloud accuracy. The bigger story is why the field still can't agree on how to know when to trust them.
AI Just Mapped 2,812 Viruses to Outrun the Next Pandemic
AlphaFold has released free, AI-predicted protein complex structures for more than 2,812 human-infecting viruses. Here is what the pandemic preparedness update means for global science.
AI Scribes Are Quietly Reshaping Hospital Bills, and Insurers Are Alarmed
A new Blue Cross Blue Shield analysis links AI coding and ambient scribe tools to $942 million in added hospital costs. Here is what the evidence actually shows, and where it falls short.
Why Simple Maths Keeps Beating Billion-Parameter AI Cell Models
A run of careful benchmarks shows that huge single-cell foundation models often fail to beat plain linear methods. Here is what the reckoning means for AI in biology.
Pentagon Bets $47M That AI Can Out-Evolve the Next Bioweapon
The US Department of War has awarded Flagship Pioneering up to $47 million to build AI platforms that predict viral evolution before outbreaks happen. Here's what the ONTARGET deal means for biosecurity, pandemic readiness and the AI-bio arms race.
Biology
See allAI Molecular Clocks Promise Earlier Cancer Detection. Do They Deliver?
Epigenetic clocks and machine learning are being pointed at early cancer detection. We separate what the 2026 evidence shows from what the headlines imply, from breast cancer risk to the NHS-Galleri trial.
