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ResearchOct 2, 2026

Attention Manifolds: Steering or Blocking Language Models by Editing Learned B-Spline Surfaces

Researchers introduce attention manifolds, learned 2D B-spline surfaces that modulate value dimensions in transformers based on query-key interactions…

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#attention manifolds#transformers#model steering#B-spline surfaces#LLaMA#Perplexity#Perplexity AI

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arXiv – Machine LearningPrimary source

Attention Manifolds: Steering or Blocking Language Models by Editing Learned B-Spline Surfaces

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