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Why Compressing Information Helps AI Work Better

  • Compressing information helps AI work better.
  • Sequence models with effective compression of context are more efficient.
  • Efficiency and effectiveness tradeoff of sequence models is characterized by how well they compress their state.
  • A fundamental principle for building sequence models is selectivity.

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