Psychology study shows how a "fixed mindset" helps socially anxious people. Findings indicate that believing other people form stable and unchanging opinions tends to make social interactions feel much less demanding.

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Transformers solve these using attention (for alignment), MLPs (for arithmetic), and autoregressive generation (for carry propagation). The question is how small the architecture can be while still implementing all three.

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