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Hand-coded — weights set analytically. This is a constructive proof that the architecture can represent addition, regardless of whether SGD would find it.

For well-distributed points, nearest neighbor search is often near O(log⁡n)O(\log n)O(logn) in practice. In the worst case (all points clustered tightly or along a line), it can degrade to O(n)O(n)O(n), but this is uncommon with typical spatial data.

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An attorney for Meta parsed through Burke’s notes from her sessions with Kaley extensively in a cross examination that lasted about three hours. He highlighted Kaley’s negative experiences with in-person bullying, other school-based sources of stress and anxiety and issues with her family. Mentions of social media in the notes were mostly limited to Kaley saying she didn’t feel she had a place at home, at school or among her peers, but did feel she had a place to be seen on social media.

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