Nature's editorial on the growing gap between AI performance on scientific benchmarks and actual scientific understanding — a careful examination of what we're actually measuring.

“Precise and careful — exactly what you want from Nature's editorial desk. The distinction between benchmark performance and genuine capability keeps getting blurred.”