New Tracker Traces AI’s Real-Time Impact on Work

Bloomberg Technology
Bloomberg TechnologyJun 10, 2026

Why It Matters

By delivering near‑real‑time labor‑market signals, the Canaries dashboard lets businesses and regulators act quickly to balance AI‑driven efficiency gains with the risk of early‑career job loss.

Key Takeaways

  • ADP and Stanford launch real‑time AI impact dashboard, the Canaries.
  • Early‑career workers in AI‑exposed jobs see employment contraction.
  • Software developers aged 22‑25 dropped 20% since ChatGPT launch.
  • Older workers in same fields experience growth, highlighting skill disparity.
  • Dashboard helps employers shift from automation to augmentation strategies.

Summary

ADP has teamed with Stanford’s Digital Economy Lab to unveil the Canaries dashboard, a real‑time indicator that measures how artificial‑intelligence technologies are reshaping occupations across the U.S. labor market.

The tool classifies more than 700 jobs by AI exposure and overlays ADP payroll demographics, revealing a sharp bifurcation. Early‑career workers (ages 22‑25) in AI‑heavy fields are losing jobs, while older employees in the same roles are gaining positions. Since ChatGPT’s November 2022 rollout, early‑career software developers have fallen 20 %.

Neila Richardson, ADP’s chief economist, emphasizes the shift from speculation to measurable data. She cites radiologists who now use AI as a diagnostic aide, and an IBM CEO comment that AI can add ten points of profit synergy on day one, illustrating both automation and augmentation effects.

For employers, the dashboard offers a granular way to decide whether AI should replace routine tasks or augment higher‑value work, guiding training investments and workforce planning. Policymakers also gain a timely signal of sector‑level displacement, helping shape education and safety‑net responses.

Original Description

Nela Richardson, Chief Economist at ADP and a Bloomberg contributor, says employers need to decide whether AI is going to be a tool for automating roles away or augmenting tasks to create new value. She discusses the new Canaries Dashboard, launched by ADP and the Stanford Digital Economy Lab, to provide real-time indications of how AI is reshaping different occupations based on labor market data. Richardson joins Caroline Hyde and Ed Ludlow on “Bloomberg Tech.”
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