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superpaper/examples/excerpt-toy/source/excerpt.md
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dela 3a322aa8dc feat: land superpaper v1 notes scaffold
Add the ledger schema, class router, lint codes, ingest/build
pipeline, and three work-tree examples: align derivation,
superfig delegation, and supertensor delegation.
2026-08-17 10:01:30 +08:00

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A One-Step Predictor (fixture)

We predict \hat y = f_\theta(x) in one forward pass. The loss L(\hat y, y) is computed after the prediction; it is not a station on the forward path.

The scale 1/\sqrt{d} is introduced so that the variance of the inner product does not grow with d.