[nine_k]

Efficient CPU concurrency needs either fine-grained locking (and removal of GIL), or data immutability.

Both seem rather hard to implement.

I predict that for CPU-intensive tasks, you'll keep using extensions in native code (like numpy or pytorch), or keep passing serialized objects through queues in multiprocessing setups.