The more common english term is “held back” instead of gated.

And nvidia probably doesn’t want to say “probabilistic responses including hallucinations preclude reliable ai analytics”

As it is the sentence communicates very little. Things are unreliable for a lot of different reasons. Hardware? Software? Users? Intentional and required use of RNGs? Claude presumes the reader has all the same weights activated.

As a native speaker, I read this as "This controls enabling or disabling of all analytic features used by AI model loops"

Now there are times when I let the model keep its own docs in its own language, for its own future reference; but, it is not intended for human distribution due to its odd selection of words and phrases (aka slop).