Question 1

What is AI Changing Work?

Accepted Answer

AI Changing Work republishes occupation-level AI exposure figures drawn from external research — Anthropic Economic Index, OpenAI "GPTs are GPTs" exposure rubric, ILO Working Paper 140, and BLS AI exposure categories — alongside employment, wage and projected-change figures from the U.S. Bureau of Labor Statistics. Its occupation list has 1,048 occupations: O*NET-SOC occupations plus other occupations specific to individual countries. Exposure and BLS figures appear for the occupations their source datasets cover. The site is free to access and available in 11 languages.

Question 2

Where do the exposure figures come from?

Accepted Answer

They come from published research datasets — Anthropic Economic Index (CC BY 4.0), OpenAI "GPTs are GPTs" exposure rubric (MIT License), ILO Working Paper 140 (CC BY 4.0), and BLS AI exposure categories (Public domain (17 U.S.C. §105)) — carried at the value each publisher assigned: AI Changing Work does not rescale, reweight, reclassify or blend them. AI Changing Work maps those datasets onto O*NET occupation and task codes; it does not calculate exposure scores of its own. Presentation is localised — for example, where a publisher expresses a value as a worded category rather than a number, the wording shown is that category translated into the page's language. Localisation changes how a value is written, not which value its publisher assigned. Where a dataset does not cover an occupation, the page says so instead of showing a number.

Question 3

Are these figures a forecast?

Accepted Answer

No. The exposure indices report exposure as each source dataset published it, not a prediction of future job losses. AI Changing Work makes no projection of its own; forward-looking figures on the site — such as the U.S. Bureau of Labor Statistics Employment Projections for 2025-35, shown at the SOC occupational-group level — are republished from the publisher that produced them and attributed to it.

كيف يغير الذكاء الاصطناعي عملك

آخر الأخبار والاتجاهات

OpenAI Case: Franchisee Cuts Cash Reconciliation Time 94% With ChatGPT

AT&T Builds an AI Intake Desk for Its Lawyers With OpenAI

World Bank: Under 10% of MENAAP Jobs Face AI Automation, 13-20% Gain

AI-Exposed Jobs Fell 0.5% in September; Gap Widest in Four Months

Robot Exposure Ranks 774 Jobs, Nearly the Reverse of Generative AI

الجدول الزمني للبحث

The Delegation Divide: An Open Index of AI-Agent Delegability across Occupations and Countries

How can international labour standards help shape ethical AI at work?

Uber brings ChatGPT Work to all employees with OpenAI

مبنيّ على الثقة

المنهجية

ما هي هذه الأرقام

المحرر + الإفصاح عن الذكاء الاصطناعي