# Changelog

## Score

- CAI 45 → 47 (+1.9)
- Rubric changed (rubric-2026.08.17 → rubric-2026.08.18) — scores are not directly comparable.

## Lenses

- Code Health 94 → 94 (+0.0)
- Architecture 100 → 100 (+0.0)
- Maturity 44 → 51 (+7.1)
- Readiness 17 → 17 (+0.0)
- Security 99 → 99 (+0.1)

## Resolved (5)

- Duplicated block (12–13 lines × 2) (Fine-tune/SOTA_pipeline.py)
- Duplicated block (5–7 lines × 2) (evaluation/linear_baseline_eval.py)
- Duplicated block (7–8 lines × 2) (evaluation/linear_baseline_eval.py)
- Duplicated block (8–9 lines × 10) (Fine-tune/ablation_models.py)
- Low IaC: DS-0026 (Dockerfile)

## New (5)

- Duplicated block (13 lines × 2) (Fine-tune/SOTA_pipeline.py)
- Duplicated block (5 lines × 2) (evaluation/linear_baseline_eval.py)
- Duplicated block (7 lines × 2) (evaluation/linear_baseline_eval.py)
- Duplicated block (8 lines × 10) (Fine-tune/ablation_models.py)
- The 'How to Fine-tune Existing Pre-trained Models for Downstream Tasks' section is present but clipped mid-sentence; the full guide cannot be verified. (README.md)