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by gtirloni 15 days ago
> This is not a limitation that can be overcome by LLMs. Their generative value is in their unreliability. If you turn temperature down to zero, you get a deterministic machine - but you also break every meaningful application I know of in production.

This is not a reasonable argument. Setting the temperature down to zero does NOT give you a deterministic machine. And I have never seen that break any application in production, quite the contrary.

1 comments

By “break” I don’t mean “won’t function”. I mean “won’t deliver on their value proposition”. A functioning product is a necessary, but not a sufficient condition for technology to have utility. I would defend vigorously that the generative value in LLMs is derived from their unreliability. Which is what the argument ultimately rests on.