Live Reports · BLS syncing · Horizon Now
U.S. Labor Market — Live · Now
Interactive, real-time reports on the U.S. labor market — methodology inspired by karpathy.ai/jobs. Every panel below is live and clickable.
Unemployment
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%
LFPR
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Nonfarm Payrolls
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U.S. Labor Pulse
Live macro series from the U.S. Bureau of Labor Statistics
Syncing live BLS data…
Source: BLS · auto-refreshes every 5 minutes.
Auto-brief · Now
Where AI agents are reshaping work today
Projected employment
48.9M
0% vs today
High-exposure workforce (≥70)
13.1M
10 occupations
Macro signals
—
Refresh forecasts
Across the BLS Occupational Outlook Handbook, 10 occupations score ≥70 on the KAR AI-exposure rubric, covering 13.1M U.S. workers. The largest concentration sits in office, finance, legal and customer-facing categories — mirroring the cognitive-task framing in karpathy.ai/jobs.
Methodology inspired by karpathy.ai/jobs · KAR Rubric v1.2 · BLS OOH + live macro series.
Human–AI collaboration · Now
≥50% crossover · Jul 2026
Tool-assisted20%
Co-pilot80%
Agent team0%
Supervised swarm0%
Agent-executed financial transactions
Now40%
of finance $-volume agents can run unattended
Trust ceiling now: Read-only insights · cap $0
AI literacy enforcement
Now42
/100 enforcement maturity
Active stage: DOL AI Literacy Framework
39.1M workers in scope · DOL ETA framework Feb 2026