Neural GPU capability update — extensions and limitations

AI Impact Summary

This CAPABILITY change signals that Neural GPU will gain extended functionality while also outlining constraints that may affect current workloads. Expect updates to supported primitives, potential changes in memory usage, and altered runtime performance. Teams should compare their models against the new capability matrix, validate in staging, and update deployment and training pipelines to align with the revised constraints and extensions.