Thinking and rethinking data AI readiness

Navigating the challenge of keeping machine learning models aligned with ever-evolving biological data landscapes.

Nature Machine Intelligence, Published online: 24 July 2026; machine learning models on high-quality biological datasets can quickly produce abundant results. But as datasets often evolve over time, further work is required to update models ...

Nature Machine Intelligence2026-08-11