Current linear teaching run: one seed (7), validation only. Each tutorial has metrics, validation predictions and local execution provenance. These are individual-fit scores, not the earlier three-seed means. The chronological arrays match the earlier protocol exactly; actual Colab execution and historical data availability remain unverified.
