Labor Impact Dashboard

Maps and charts of reported AI–labor incidents by country, sector, and type. Circle size shows story count per country; filter by US state, region, or date range (Jan 2020 – present). Browse articles below or download the filtered list as CSV. How incidents are documented (sources, timespan, limitations).

Static dashboard on GitHub Pages — run python -m src.web locally for live refresh and the News aggregator.

Data date range

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End

Geographic regions

Date range, regions, and keywords instantly filter the loaded data below.

Global Europe Asia Africa Latin America Middle East North America

Focus keywords

Comma separates alternatives; words in one phrase must all match (e.g. amazon warehouse, gig drivers).

US state

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Industry

AI incident type

93 of 93 incidents shown · Jan 2020 – present · 144 discovered · Data updated Aug 04, 2026

93Shown after filters

40Countries on map

Map (circle size = stories per country)

Size = incident count · Color = AI incident type · click for summary

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By industry

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Date	Region	Country	Industry	AI incident	Headline	Source