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Align SSI take-up band goals to the national recipients total and publish a fresh pair #430

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Merged
MaxGhenis merged 1 commit into from
Jul 14, 2026
Merged

Align SSI take-up band goals to the national recipients total and publish a fresh pair #430

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10 changes: 6 additions & 4 deletions packages/populace-build/src/populace/build/us_runtime/ssi_take_up.py
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Original file line number Diff line number Diff line change
Expand Up @@ -697,10 +697,12 @@ def us_ssi_take_up_diagnostics(
) -> dict[str, object]:
"""Diagnose a persisted assignment without changing its decisions.

The fiscal builder uses this after its dependency-aware reconciliation
calibration: the assignment must remain count-faithful on returned release
weights, while the exact flags used to materialize SSI and Medicaid target
vectors must not be mutated after optimization.
The fiscal builder uses this to measure the pre-refit (frozen) flags on the
returned weights for the reconciliation swap delta. Count-faithfulness on the
returned weights is no longer assumed by freezing the flags: the builder
re-assigns take-up under the returned weights and verifies by measurement
that the fresh pair moved aggregate recipient mass within one source-identity
weight per age band before publishing it.
"""

us_ssi_take_up_stage_spec()
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