Blog
Insights on AI's impact on careers, our methodology, and navigating the future of work.
August 30, 2026
New Decade, Steady Scores: Our Q3 2026 Refresh
The average occupation's resilience score moved just 2 points this quarter and 87% kept the exact same resilience label, even though we replaced more of the model's foundation than in any previous refresh.
August 19, 2026
Why Our AI Resilience Scores Just Got a Reality Check
We're updating the AI Resilience Report so that an occupation's confidence level affects its resilience score. Lower-confidence scores are moved modestly toward the neutral midpoint of 50.
August 4, 2026
Adding OpenAI Signals to Our Model
We added a fifth AI exposure source to the AI Resilience Report: OpenAI Signals, built from real-world ChatGPT usage. What it measures, what it changed, and why teaching occupations moved.
July 28, 2026
Introducing Location Data in the AI Resilience Report
The report now shows metro-level labor market data for every occupation — local workforce size, local median pay, and location quotient. It's descriptive context, not part of the resilience score.
May 19, 2026
Sharper Research, Steadier Scores: Our Q2 2026 Research Refresh
We rebuilt the deep-research pipeline that feeds our AI exposure scores — new model, new prompt, stricter sourcing. Here's what changed under the hood, and why your career's resilience score barely moved anyway.
April 20, 2026
Intro to Scoring Model Update
We updated the AI Resilience Report to better capture whether occupations provide sustained economic opportunity. The model now evaluates occupations across three dimensions, with a new six-part resilience spectrum.
