The UK validation surface is thin next to the US (policyengine.py#462's UK run had ~17 candidate metrics vs the US's state-legislative suite #319, JCT/OBBBA rows, and SPM backtests #348). uk-v2's #133 shows the pattern that fills it: its CenTax replication cross-checked an engine-computed reform cost against a published analysis to the pound (£28.55bn) on a defined subset.
Proposal: a UK reform-validation suite in the reform-validation payload, seeded from published, citable costings —
Out-of-sample discipline per #348/#302: diagnostics and promotion-gate evidence, never calibration targets.
Refs: policyengine.py#462, #348, #319 (US pattern), #302, policyengine-uk-v2#133.
The UK validation surface is thin next to the US (policyengine.py#462's UK run had ~17 candidate metrics vs the US's state-legislative suite #319, JCT/OBBBA rows, and SPM backtests #348). uk-v2's #133 shows the pattern that fills it: its CenTax replication cross-checked an engine-computed reform cost against a published analysis to the pound (£28.55bn) on a defined subset.
Proposal: a UK reform-validation suite in the reform-validation payload, seeded from published, citable costings —
Out-of-sample discipline per #348/#302: diagnostics and promotion-gate evidence, never calibration targets.
Refs: policyengine.py#462, #348, #319 (US pattern), #302, policyengine-uk-v2#133.