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Validation and verification — the benchmark ladder

Four tiers, cheapest first. Tiers 1–2 run on every commit; Tier 3 nightly; Tier 4 gates releases. Formulas below are stated in full so an agent can implement a test without leaving this file. Each was checked numerically where marked [verified].