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I pre-registered 23 experiments (~$207, solo) testing whether a verification harness can substitute for scale at 4B — including a locked holdout that falsified my own headline result [R]

**Question:** how much of grounded-reasoning performance is weights, and how much is architecture? I spent a month testing this on the Qwen3-4B class, solo, with pre-registration discipline: every run's success criterion

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