Ethics should be preventative. It should be designed in, because if it’s designed in, then it’s not just about ad hoc evaluations, it should be part of the pipeline part of the pipeline, part of the process and so I’m not saying that ChatGPT will be as bad as the 10 years of battering that is social media, but we do feel that there’s needs to be a systemic infusion of ethics and deliberation and indeed Open AI said as much, that they will engage their society in a much more democratic fashion in order to prevent this kind of sycophancy from happening again.