What if White-collar layoff wave hits commercial-office demand and city budgets?
AI-driven cuts to office headcount reduce space needs and downtown foot traffic, deepening office vacancies and straining city tax revenue; the labor-to-CRE transmission pressures office REITs and municipal credit.
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…
What it would mean
If this plays out, it is a risk-off shock. AI-driven cuts to office headcount reduce space needs and downtown foot traffic, deepening office vacancies and straining city tax revenue; the labor-to-CRE transmission pressures office REITs and municipal credit. The trigger decomposes into signed root‑shocks — Job displacement ▲ · Consumer spending ▼ · Credit spreads ▲ · Risk appetite ▼ — which propagate through our causal graph to the markets below.