Fix uk-ai-study post: scope inequality claim, correct decile labels, inline conclusion - #1141
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…inline conclusion Review fixes to the published uk-ai-study research post: - Scope the inequality-section claim to displacement scenarios and state the wage-margin exception (the Gini falls, -0.44pp, under wage cuts) — as written it contradicted the post's own adjustment-margin family - State the wage-margin flip in prose (GBP 26.6bn vs 18.2bn fiscal, +0.10 vs +1.81pp poverty, -0.44 vs +1.04pp Gini): the study's most policy-relevant nuance previously lived only inside a table iframe - Correct the transition-gradient denominator: shares are of people in person-level deciles of size-adjusted household income, not "households transitioning to unemployment" - Inline the conclusion as text instead of an iframe (invisible to search, scrapers, RSS and screen readers) and correct its exposure-vs-uniform comparison to "roughly a third more" (canonical 50-draw means: 18.2 vs 13.9 = +31%), adding the canonical figures - Add the central headline numbers (GBP 18.2bn, +1.85pp AHC poverty, +1.04pp Gini) as body text — previously they existed only in embeds - Link the OBR receipts claim to the specific March 2026 EFO All figures verified against the attested outputs in PolicyEngine/uk-ai-study (values_generated.tex / scenarios.csv at 5d75106). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Review fixes to the live uk-ai-study post, verified against the attested canonical outputs in PolicyEngine/uk-ai-study (
values_generated.tex/scenarios.csvat5d75106):cc @vahid-ahmadi — all numbers from your attested build; happy to adjust wording.
🤖 Generated with Claude Code