# Equality Proxy

Baseline observation-loss data, threshold outputs, and static plus interactive Jenks decision-space views.

- Canonical baseline file: `data/default_observations.json`
- Example count: 36
- Successful evaluations: 14
- Failed evaluations: 22
- Threshold source: `jenks_log_ratio`
- Included figures: a static decision-space PNG and an interactive hoverable HTML view.
- Included tables: raw JSON baseline, flattened CSV export, and a compact overview manifest.
- `Latest Loss`: loss on the tutor or sensor target using the incumbent latest-version computation result in the observation context.
- `Updated Loss`: loss on that same target and context using the updated candidate-version computation result.
- `Loss Delta`: `Latest Loss - Updated Loss`, so positive values mean the candidate version improved the match.