🔬 The Scaling Properties of Implicit Deductive Reasoning in Transformers

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We investigate the scaling properties of implicit deductive reasoning over Horn clauses in depth-bounded Transformers. By systematically decorrelating provability from spurious features and enforcing algorithmic alignment, we find that in sufficiently deep models with a bidirectional prefix mask, im

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🔗 https://huggingface.co/papers/2605.04330

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Видео 🔬 The Scaling Properties of Implicit Deductive Reasoning in Transformers канала Observe AI