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The Paperclip Mandate: When Efficiency Eats the World
The problem isn’t that AI systems lack intelligence. Reinforcement learning rewards outcomes, not wisdom. It privileges results over relevance. Russell proposes an alternative: AIs should operate under uncertainty about human preferences, continually updating their models through interaction and feedback.
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