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News/On the Existence of Universal Simulators of Attention
arxiv
PublishedApril 24, 2026 at 4:00 AM
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On the Existence of Universal Simulators of Attention

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arXiv:2506.18739v2 Announce Type: replace Abstract: Previous work on the learnability of transformers \textemdash\ focused primarily on examining their ability to approximate specific algorithmic patterns through training \textemdash\ has largely been data-driven, offering only probabilistic guarant

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