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Certify Build O US Populace as the certified default#483

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MaxGhenis merged 1 commit into
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certify-buildo-sparse
Jul 23, 2026
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Certify Build O US Populace as the certified default#483
MaxGhenis merged 1 commit into
mainfrom
certify-buildo-sparse

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Merging this PR is the default flip to populace-us-2024-buildo-sparse-rmloss100-22bd902-20260722T232627Z (published immutable 2026-07-22T23:26Z; latest.json untouched until merge), replacing Build N. Same #470 common-case shape as #475/#481: manifest rebind (sha 5226bf5e…), both TROs regenerated with the HF token, three pinned test constants, towncrier fragment; policyengine-us==1.764.6 unchanged.

Why certify attempt 1 while attempt 2 is pending (owner rationale, full verdict on populace#368): strict dominance over the current default — loss 0.028131 vs 0.028242, within-10% 89.56% vs 89.49% on the SAME truthful surface, first-attempt gate-green, and input coverage 163/163 now including the populace#500 adult-care + SE-health stages (CDCC adult-care reforms score real dollars; on N they score $0). Its defect set is IDENTICAL to N's already-certified, already-documented set — led by the populace#507 SSI aged-band collapse, stated prominently in the verdict with the populace#508 fix gating attempt 2, which supersedes this default when it lands.

Verification: 738/738 pe.py battery green (4:11) against the published tag; scripts/bundle.py check rc 0; certify script run against the revision-pinned manifest URI; uv.lock untouched.

🤖 Generated with Claude Code

BUILD_O_RELEASE_ID populace-us-2024-buildo-sparse-rmloss100-22bd902-
20260722T232627Z replaces populace-us-2024-buildn-sparse-rmloss100-
c3e378a-20260722T010408Z; policyengine-us stays 1.764.6
(built_with_model_package), so pyproject and household snapshots are
untouched - the #470 common case.

Build O attempt 1 vs Build N: final loss 0.028131 vs 0.028242,
within-10% 89.56% vs 89.49%, 5,672 targets on the same truthful
surface (directly comparable, unlike N-vs-M). First release to pass
every gate on its first attempt - the populace#491 register alignment
at work. Input coverage 163/163 now includes the populace#500
adult-care and SE-health stages: CDCC adult-care reforms score real
dollars instead of a silent $0.

Known boundaries stated in full in the populace#368 verdict, led by
the inherited populace#507 SSI aged-band defect (do not cite for SSI
baselines); attempt 2 with the populace#508 fix supersedes this
default when it lands. Strict-dominance rationale in the verdict.

The UK TRO sidecar's sha fields update because it binds the same
(changed) bundle manifest; not a degraded regeneration.

Merging this PR is the default-flip decision and stays with the
maintainer.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@MaxGhenis
MaxGhenis merged commit 08ae783 into main Jul 23, 2026
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