AI Can Write a Virus's Genome. It Still Can't Read One
Scientists mutated every letter of the ΦX174 phage genome and measured the result. Top AI models predicted it only moderately well, a reality check for AI biology.
Protein Language Models Just Learned to Think in 3D
A new bioRxiv preprint, Prot-LAMBDA, teaches protein language models explicit 3D geometry and reportedly matches a model five times its size. Why efficiency, not scale, is the real story.
AI vs. H5N1: How Artificial Intelligence Is Racing to Outsmart the Bird Flu Outbreak Sweeping Australia
Australia just logged its first H5N1 mass-mortality event. Here's how a new wave of AI tools — protein language models, generative antibody pipelines, AI-designed antigens — is being mobilised against the virus, and where the science still falls short.
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.