Society & Frontier mixed · 6–18 months
A what‑if from the future

What if Fed misreads soft NFP as immigration collapses breakeven payrolls?

An immigration shutdown drops the breakeven payroll pace so far that even healthy hiring prints look weak; the Fed misreads soft NFP as demand softness, holds dovish, and lets wage-driven services inflation run hotter.

30%
our model probability
over 6–18 months
prediction markets — the market's odds
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The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (electric blue) over time vs the market's (Polymarket, amber), from the past toward the 6–18 months horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. Loading the probability audit trail…

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What it would mean

If this plays out, it is a mixed shock. An immigration shutdown drops the breakeven payroll pace so far that even healthy hiring prints look weak; the Fed misreads soft NFP as demand softness, holds dovish, and lets wage-driven services inflation run hotter. The trigger decomposes into signed root‑shocks — Fed policy path ▼ · Inflation expectations ▲ · Inflation surprise ▲ · Labor shortage ▲ · Risk appetite ▼ — which propagate through our causal graph to the markets below.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Market odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-08-13.