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Ok, I like this description a lot actually, it’s a very quick and effective way to explain the effects of no backtracking. A lot of the answers here are either too reductive or too technical to actually make this behavior understandable to a layman. “It just predicts the next word” is easy to forget when the thing makes it so easy to be anthropomorphized subconsciously.
This isn’t about responsibility, it’s about preventing suffering. If you could prevent a genocidal leader from being born, which you knew would save hundreds of thousands of innocent lives, why wouldn’t you? Because it’s that person’s “responsibility” that all of those innocent people died after all?