Open models is the way to battle that.
This is something I think needs to be interrogated. None of these models, even the supposedly open ones are actually “open” or even currently “openable”. We can know the exact weights for every single parameter, the code used to construct it, and the data used to train it, and that information gives us basically no insight into its behavior. We simply don’t have the tools to actually “read” a machine learning model in the way you would an open source program, the tech produces black boxes as a consequence of its structure. We can learn about how they work, for sure, but the corps making these things aren’t that far ahead of the public when it comes to understanding what they’re doing or how to change their behavior.
listen. even if we disregard the fact that lots of legal experts, including the peers of the people who put this ruling in place, believe this is an existential threat to democracy, in practice, the ruling puts the authority for determining what is an official act into the hands of the judiciary. the supreme court is the ultimate authority in making these determinations. its a power grab, plain and simple, which grants the president immunity for “official acts”, and places the authority to determine what is and isn’t an “official act” in the hands of the same people who granted him that immunity.
the fact that Roberts is making vague gestures towards some kind of accountability means less than nothing. considering how Trump is behaving, what he and his crowd seem to believe about the breadth of this decision, we should not assume that a room full of people Trump put into power have any interest in ensuring Trump doesn’t “get away with everything”, and we shouldn’t assume that these people are even nominally interested in telling the truth about their intentions, considering just how much of their personal comfort is guaranteed by the institutions that Trump represents, and how resistant they are to accountability for their extremely well documented lies.
your personal confidence in Trump’s eventual, eternally forthcoming guilt relies on the trustworthiness of liars and the moral fiber of bigots. good luck with that.