If you know how to reverse engineer weights or even hidden states through simple text output without logprobs I’d be interested in hearing about it. I imagine a lot of other people would be too.

I mean, no they cannot be viewed at any point once encrypted unless you have the key. That's the point. Even the intermediate steps are random gibberish unless you have the key