Remark. Long-horizon records are empirical transport evidence [ftip-00GD]
Remark. Long-horizon records are empirical transport evidence [ftip-00GD]
The case study in [li2026longhorizon], Sections 4--7, reports file-based memory, human steering, and research-state failures under one system and task. It motivates explicit observables and omitted constraints; it does not supply the finite theorem in Theorem [ftip-00GB] or a general model capability law.