SPEAKER_03 advocates requiring companies to publish model specifications and requiring independent third-party review of any redactions.

“it's probably you know something relatively mundane like don't tell the users about these types of bioweapons and you have to keep this a secret from the users because otherwise they would like learn about this maybe but like i would like to see like more scrutiny towards this sort of thing going forward i would like it to be the case that companies have to have a model spec they have to publish it insofar as there any redactions from it there has to be some sort of like independent third party that like looks at the redactions and makes sure that they're all kosher”