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News/LLMs Can't Play Hangman: On the Necessity of a Private Working Memory for Language Agents
arxiv
PublishedSeptember 3, 2026 at 4:00 AM
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LLMs Can't Play Hangman: On the Necessity of a Private Working Memory for Language Agents

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arXiv:2601.06973v3 Announce Type: replace Abstract: As LLMs move from text completion toward autonomous agents, they remain constrained by the standard chat interface, which lacks private working memory. This raises a fundamental question: can agents reliably perform interactive tasks that depend on

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