Lab-in-the-loop framework enables rapid evolution of complex multi-mutant proteins

The search space for protein engineering grows exponentially with complexity. A protein of just 100 amino acids has 20100 ...

Shadow mode, drift alerts and audit logs: Inside the modern audit loop

A machine learning (ML) model might retrain or drift between quarterly operational syncs. This means that, by the time an ...

From power grids to epidemics: Study shows how small patterns trigger systemic failures

Why do some systems collapse suddenly after what seems like a minor disturbance? A single transmission line failure can cascade into widespread blackouts. A delayed shipment can ripple through a ...

Why Enterprises Are Shifting From Human-In-The-Loop To AI-In-The-Flow

AI-in-the-Flow is a term I use to describe a shift in how AI is embedded into enterprise operations. Rather than operating as ...
Nature

Machine learning articles from across Nature Portfolio

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...