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A cluster-period randomized crossover experiment with balanced order, reset/washout, repeated seeds and failure regimes can produce a four-state verdict (supported, falsified, conditional-engineering, or inconclusive) for testing the cost-aware capability-capacity separability hypothesis.

We propose a cluster-period randomized crossover experiment (balanced order, reset/washout, repeated seeds and failure regimes, cluster-aware uncertainty) with a four-state verdict: supported, falsified, conditional-engineering, or inconclusive.
Artificial Intelligence30 Aug 2026

http://arxiv.org/abs/2608.27086v1