Bioresilience: The Month AI Labs Stopped Apologising for Biology
For about three years, the standard frontier-lab position on biology was defensive. Biology was the scary quadrant of the risk matrix.
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What the VCT Benchmark Means for Pandemic Preparedness
A multimodal benchmark of 322 expert-validated questions finds OpenAI's o3 outperforms 94% of PhD virologists on troubleshooting complex lab protocols. We unpack what changed, what it doesn't prove, and why pandemic-preparedness planners should care.
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