Most people haven’t updated their priors yet, but over the long run, safety challenges are exactly the same for open-source and closed-source models.

You need to align models at a fundamental behavioral level and ensure that this alignment is robust, comprehensive, and core to the model’s behavior.

In the long term, no amount of sandboxing, guardrailing, manifold-limited alignment, or cherry-on-top training will buy you cheap safety.