I don’t understand the negative reactions to your post, it’s a good insight.

Basically the weight edit approach is find a semantic direction for the undesirable behavior and steer away from it. With access to the weights I see no reason a model (even one as large as Astra) couldn’t apply that principle to itself. This probably includes at runtime if you wanted to give the model write access to itself

No, it describes a linear optimization algorithm from the 01940s editing a Qwen model with billions of parameters.