spb/airiskindex

Public

The most methodologically rigorous, fully transparent AI job-exposure index.

www.airiskindex.io

webapp ai index labor research

21commits
1branches
0releases
251.0 KBon disk
maindefault branch
2 mo agolast push

Wed, Aug 5, 2026 6

fix(worker): recompute loads per-occupation with minimal selects (avoid 1GB payload overflow)
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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simon-pierre boucher 3 mo ago · 1 file +25 −12
chore: add file headers (author, contact, copyright, description) to all source files
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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simon-pierre boucher 3 mo ago · 8 files +72
fix(worker): tolerate truncated/invalid batch results; raise rater max_tokens
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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simon-pierre boucher 3 mo ago · 1 file +15 −2
feat(worker): parallel per-model rating batches with resume via state file
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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simon-pierre boucher 3 mo ago · 1 file +32 −8

feat: full O*NET universe — real ETL, deep detail pages, search, browse, rating scripts

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- etl: OEWS wage download, O*NET 30.3 transform (occupations/tasks/importance),
  wages transform, psycopg loader; 1,016 occupations + 18,796 tasks loaded
- web: live search, /occupations browse grouped by SOC major group, home with
  hero stats + top/least exposed + group averages; detail page adds wages,
  employment, rank/percentile, weighted dimension breakdown, full per-task
  rater audit trail (model/rating/rationale), related occupations
- worker: one-shot rate script (batch submit/poll/ingest, --limit pilot mode),
  purge-demo script, thinking disabled for the rater
- layout: preview banner now driven by whether the latest run is demo-based

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

simon-pierre boucher 3 mo ago · 4 files +126 −1

feat: scaffold AI Risk Index platform (research corpus, methodology v1 draft, monorepo)

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- docs/research: 4-document research corpus grounding v1 (indices, data
  sources, rater API, landscape/evidence), compiled 2026-08-05
- docs/methodology: METHODOLOGY.md v1 draft, changelog, worked example
- packages/scoring: pure deterministic engine (5 weighted dimensions,
  barriers inverted, exposure/substitution/augmentation sub-scores with
  CI bounds), snapshot + fast-check property tests
- packages/db: Prisma schema with rating audit trail and immutable runs
- apps/web: Next.js 14 site + public API v1 (health, methodology,
  occupations)
- apps/worker: BullMQ multi-model rater pipeline (Message Batches,
  versioned rubric prompt v1) + score:recompute
- apps/etl: Python skeleton with O*NET 30.3 downloader
- infra: compose files, deploy.sh, ngrok.yml, env template

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

simon-pierre boucher 3 mo ago · 9 files +515