Convergent Evolution Keeps Repeating Itself. Can AI Explain Why?
Convergent evolution gave bats and dolphins sonar and turned lobster relatives into crabs. Machine learning is now finding the genes behind these repeats. Here is what the evidence shows.
Editor's picks
See allHospitals Are Quietly Handing Triage to AI. What Does the Evidence Show?
AI triage is spreading through emergency departments faster than the trials. We weigh the evidence on machine learning, sepsis alerts, stroke software and large language models in hospital triage.
Disease X Hunters: Can AI Spot the Next Pandemic Virus in Bat Genomes?
Biological Age Tests Are Booming. Can AI Really Tell How Fast You Age?
Lab-Grown Meat Meets AI: Can Algorithms Make Cultivated Protein Affordable?
Your Genome Might Be Training an AI. Can Pipelines Keep Up?
AI
See allVirology
See allRecent posts
See allScientific AI Is Running Out of Chips, Not Ideas
Why chips, memory and power now limit scientific AI more than ideas do, what the evidence says about who can train big models, and what researchers can do about it.
Can AI Spot the Next Zoonotic Spillover Before It Starts?
Health agencies are betting on AI to predict zoonotic spillover. We review what the models can do, where the data lets them down, and what WHO is building.
Protein Language Models Can Now Dream Up Enzymes Nature Never Made
Protein language models can write enzymes unlike anything in nature. We review the peer-reviewed evidence on what works, what fails and what comes next.
Do Patients Really Know What They Agree To When AI Joins Their Care?
Informed consent was designed for human clinicians. New 2025 and 2026 evidence shows what AI consent forms leave out, what patients want to hear, and what could fix it.
Can AI Predict the Next Dengue Outbreak Before It Strikes?
How machine learning dengue outbreak prediction works, where it beats older methods, where it fails, and what the evidence from Brazil, Vietnam and Bangladesh says.
Plastic-Eating Enzymes Designed by AI: How Close Are We to Real Recycling?
AI-designed plastic-eating enzymes now break down PET in hours in the lab, yet the first industrial plant is on hold. A balanced look at what the evidence shows.
Biology
See allConvergent Evolution Keeps Repeating Itself. Can AI Explain Why?
Convergent evolution gave bats and dolphins sonar and turned lobster relatives into crabs. Machine learning is now finding the genes behind these repeats. Here is what the evidence shows.