LessWrong (30+ Karma)

“Dangers of Closed-Loop AI” by Gordon Seidoh Worley


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Crossposted from the AI Alignment Forum. May contain more technical jargon than usual.

In control theory, an open-loop (or non-feedback) system is one where inputs are independent of outputs. A closed-loop (or feedback) system is one where outputs are input back into the system.

In theory, open-loop systems exist. In reality, no system is truly open-loop because systems are embedded in the physical world where isolation of inputs from outputs cannot be guaranteed. Yet in practice we can build systems that are effectively open-loop by making them ignore weak and unexpected input signals.

Open-loop systems execute plans, but they definitionally can't change their plans based on the results of their actions. An open-loop system can be designed or trained to be good at achieving a goal, but it can't actually do any optimization itself. This ensures that some other system, like a human, must be in the loop to make [...]

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First published:

March 22nd, 2024

Source:

https://www.lesswrong.com/posts/JkmWBS6LZtXpCYQjz/dangers-of-closed-loop-ai

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Narrated by TYPE III AUDIO.

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