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You're free to hold an LLM accountable in the exact same way: fire it if you don't like its work.

Giving something that has no internal concept of time (or identity for that matter) a prison sentence of n years seems kinda ineffectual.

“Generate 100,000 tokens about why you feel bad.” :P

Prison sentence? For writing sloppy code? Now that's an interesting idea...