A parameter declaration says which values each parameter of a method or a tool accepts, in plain data that any program can read. A caller that offers a method's parameters reads the declaration ...

``Agent`` / ``OldPolicy`` classes can still be constructed with random weights. It checks the acceptance criteria from the design: 1. ModelV2 zero-init delta -> final_logits == old_logits at init. 2.