NumPy 2.0, the first major update since 2006, introduces API/ABI breaking changes, changes to type promotion rules, improved FFT functions, performance improvements, and shifts the default integer type on Windows from int32 to int64.
https://alternativeto.net/news/2024/6/numpy-2-0-brings-api-abi-breaking-changes-new-features-and-performance-improvements/