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Development direction

The current direction is mathematical infrastructure that remains useful inside a training loop: supported forward derivatives, direct contractions, smooth decisions, and explicit numerical contracts.

The public source and its change history are the authority for implemented behavior. This page does not promise dates, compatibility, or unimplemented APIs.