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Can Language Models Play the Wikipedia Game?

Language models increasingly support or automate information retrieval from document collections too large to index. This task is difficult when it requires specialist linguistic or scientific knowledge. We used the Wikipedia Game to test language models on an analogous information retrieval task. In the game, players must reach a target article using only article links. We compared sentence…

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A Bad AI Recommendation Can Cost You a Sale

AI Impact tracks shopping recommendations, AI-generated care plans and the orchestration layer behind physical automation.

  • AI reshapes inspiration to purchase transition.
  • Recommending unfit products negates transactions.
  • Human intervention needed to maintain trustworthiness.

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