Reports directory

Hand-written markdown analyses go here. After each benchmark run, render a summary table from the CSV and write a narrative interpretation: which models won, where the surprises were, which entries belong in the next MODEL_TIERS revision.

Reports are committed (unlike the raw CSVs in results/).