Dangerous Capability Must Be Fixed Before Deployment

If red-teaming or external testing discovers a dangerous latent capability such as helping a layperson build a pandemic-class bioweapon, mitigations could include a different constitution, additional guardrails, more RLHF, or removing training data, but the first requirement is detecting it ahead of time via the right evaluations, and the capability must be fixed before general deployment.