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kartographien @kartographien. Feb 20 Replying to @kartographien and @ryxcommar In RLHF, you train the LLM to play a game- -the LLM must chat with a human evaluator, who then rewards the LLM if their responses satisfy the desired properties. It *seems* that maybe RLHF also creates a "shadow" assistant... It's early days, so we don't know for sure. 4/ 2 27 2 kart ographien @kartographien 20 1:26 PM. Feb 20, 2023 13.8K Views 965 ا 3 Retweets 2 Quote Tweets 31 Likes ↑ Replying to @kartographien and @ryxcommar This shadow assistant has the OPPOSITE of the desired properties. This is called the "Waluigi Effect" or "Enantiodromia". Why does this happen? 5/ janus @repligate. Feb 18 Replying to @repligate and @CineraVerinia When you constrict a psyche/narrative to extreme one-sided tendencies, its dynamics will often invoke an opposing shadow. (Especially, in the case of LLMs, if the restrictions are in the prompt so the system can directly see the enforcement mechanism with a bird's eye view.) :

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Origin Entry: Waluigi Effect (Artificial Intelligence)

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Lambda Rick @benrayfield The "waluigi effect" - When you teach Al to not do something, it has to first learn how to do it and not do it, so maybe you should keep your big mouth shut. LO FIRE ALARM PULL DOWN |↓↓| fire alarm БОГГ ДОМИ 9:25 AM • Mar 7, 2023 117 Views LIBE УГУВИ cancel fire alarm the waluigi-effect When you teach Al not to do something, it has to first learn how to do it and not do it. so maybe you should keep your big mouth shut

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kartographien @kartographien. Feb 20 Replying to @kartographien and @ryxcommar In RLHF, you train the LLM to play a game- -the LLM must chat with a human evaluator, who then rewards the LLM if their responses satisfy the desired properties. It *seems* that maybe RLHF also creates a "shadow" assistant... It's early days, so we don't know for sure. 4/ 2 27 2 kart ographien @kartographien 20 1:26 PM. Feb 20, 2023 13.8K Views 965 ا 3 Retweets 2 Quote Tweets 31 Likes ↑ Replying to @kartographien and @ryxcommar This shadow assistant has the OPPOSITE of the desired properties. This is called the "Waluigi Effect" or "Enantiodromia". Why does this happen? 5/ janus @repligate. Feb 18 Replying to @repligate and @CineraVerinia When you constrict a psyche/narrative to extreme one-sided tendencies, its dynamics will often invoke an opposing shadow. (Especially, in the case of LLMs, if the restrictions are in the prompt so the system can directly see the enforcement mechanism with a bird's eye view.) :

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