I'm glad you're picking up on this point.
Often, safety is seen as intention with innovation. We really have to move to a point where we can build models in a way such that safety is built into the model itself, and security is built into the system and how it's deployed. By having that approach, we have the ability to innovate and actually bring value.
We're about to move into a world where security concerns are a real liability for many companies. There are many things that can be done in terms of the model. One of the things is building safety guardrails right into it. Another one is how the models are deployed. Deployments on the premises are what we call “air-gapped”. There is essentially a full layer protecting the data. That and also how the model is used prevent any intruder from seeing that.
In that sense, from a technical governance point of view, there are solutions whereby we can provide some very strong guarantees from a privacy, safety and security standpoint.
