AI Signals

Track the public impact of AI in near real-time.

Near real-time observability dashboard tracking publicly reported AI-related news, workforce changes, incidents, and automation signals. Sources include public company announcements, regulatory filings, and major news outlets.

Layoffs

AI-related workforce reductions — headcount trends, geographic breakdowns, and AI attribution signals.

YTD Layoffs 2026

Total headcount affected this year

Layoff Events

Total layoff events tracked

Most Impacted Country

Country with highest total layoff headcount

AI-driven %

Events directly attributed to AI restructuring

Biggest Event

Single largest layoff by headcount (recent)

Latest Layoff Events
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Layoff Headcount — Last 12 Weeks
Layoff Events by Country — All Time