Hero: replace inventory subtitle with a mission line#52
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The hero used to read "14 models on 100 households across 18 tax and benefit outputs." That information is already in the stats chip row below (Models / Households / Outputs / snapshot date), so the subtitle was redundant inventory rather than orienting copy. Replace with a one-line mission statement that says what the benchmark is actually for: "Testing how accurately language models calculate household taxes and benefits." The 100% = within-1% explainer continues immediately after as the muted continuation, so readers still learn what the score means. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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The pr-46-review-era stack landed before PR #51 ("Use full-population data for output weights") and Daphne's PR #47 ACA-from-scoring removal. The result on main right now: - ruff format has drifted on policybench/analysis.py, policybench/full_run_export.py, and tests/test_spec.py - policybench/population_weights.json still contains premium_tax_credit, but the headline output set no longer does (post-#47) That makes both lint and test red on every PR against current main. This commit: - Reformats the three drifted files with ruff format - Regenerates policybench/population_weights.json via policybench population-weights, which drops the now-out-of-scope premium_tax_credit entry - Updates the matching SHA-256 in paper/snapshot/20260501/manifest.json so test_snapshot_manifest_hashes_match_population_weight_artifact passes against the new artifact Verified: uv run pytest -m "not slow" -q → 258 passed; uv run ruff format --check . → clean. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Summary
Replace the inventory-only hero subtitle ("14 models on 100 households across 18 tax and benefit outputs.") with a mission line: "Testing how accurately language models calculate household taxes and benefits."
The model / household / output counts are already in the stats chip row immediately below the subtitle, so the old text was duplicating chip data instead of telling new visitors what the project is. The
100% = predictions within 1% of the referencemuted continuation stays in place so readers still learn what the headline percentage means.Test plan
bun run lintcleanlocalhost:3045— subtitle now reads as the mission line; chip row and within-1% explainer unchanged🤖 Generated with Claude Code