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How do you recover from doom loops? Just send the same prompt again and pray that it works, or anything more sophisticated?


I'm not 100% sure what I'd do to detect this for shells specifically, maybe prompt the user, but my toy harness scolds refuses to re-read files because the previous iteration of GLM was room-looping on that. Clearly something that they need to work on.


detect, slice & dice, re-prompt


It feels like all these models are missing a long horizon orchestrator of some kind. Humans don't think in a single thread, they have thoughts that appear, pause and disappear.

The reason humans don't go into a doom loop is because of this ability of other thoughts to interject and say, no this is stupid.


IDK In my experience humans do go into doom loops.




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