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Is the Reversal Curse Real?

A recent paper The Reversal Curse points out an apparent failure in large large language models like GPT-4. From the abstract: We expose a surprising failure of generalization in auto-regressive large language models (LLMs). If a model is trained on a sentence of the form “A is B”, it will not automatically generalize to the reverse direction… ....

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Best Prompting Strategies For Overcoming The Exasperating Reverse-Curse Deductive Logic Weakness Of Generative AI

Research reveals that generative AI is weak at deductive logic and suffers from a Reverse Curse. I take a close look and show how prompting can help deal with the malady. ....

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Tuesday assorted links

1. The Reversal Curse (LLMs). 2. Crows use statistical logic. 3. The AI skeptics are starting to go a little quiet. 4. The crisis in UK universities (WSJ). 5.… ....

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The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Implemented in one code library. ....

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