---
title: "Cascade demo"
subtitle: "Heading chains across slide breaks"
filters:
  - cascade
---

# Cascade demo

## Results

### Experiment A

- Baseline accuracy: 0.82.
- Calibration error: 0.04.

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- Recall improves with larger batches.
- Precision plateaus after 10 epochs.

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### Experiment B

- Baseline accuracy: 0.87.
- Calibration error: 0.03.

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- Results replicate across three seeds.
- No regression on the held-out split.
