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I'm afraid we've had to ban this account for the time being. We've been getting complaints from readers that the comments posted by the account are a combination of off-topic and excessively promotional. After looking this over, I agree.

I have no idea if this is relevant, but sometimes HN commenters go through phases where they overdo this kind of posting for personal reasons. If that is the case here, then if and when it changes, you'd be welcome to email hn@ycombinator.com and we can look into unbanning your account at that point.

Saw this shared a few days ago, skimmed it, didn't understand it. See it again now, another skim, still don't understand. I think it could use a ELI15 or something.

It’s the babel fish from hitchhikers guide to the galaxy that can also be the pov gun.

What does it do?

In very simple terms it can provide a full and live audit on how any frozen model arrives to any answer.

What does "frozen model" mean in this context?

A frozen model means the original language models weights are not touched. No fine tuning.