What if fast-food kitchens become fully automated?
Chain-wide robotic fry/grill at McDonald's is a QSR-margin and robotics-capex story — long the automation enablers, watch QSR labor-cost deflation; the 200k crew cut is a gradual consumer drag. Rhymes with the May-2023 Nvidia capex-wave ignition. Forward: the real near-term P&L lever is MCD/franchisee margin, not the diffuse NVDA beta the cascade reaches for; humanoid-cost-parity timelines remain the binding constraint.
Every number ships with its receipt — the odds, the range, the precedents, and a public grade at Reality Check. The statistical machinery that produces it is proprietary.
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 1–3 years 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. McDonald's rolls out robotic fry and grill stations chain-wide, displacing 200,000 crew and resetting quick-service labor margins. The trigger decomposes into signed root‑shocks — Job displacement ▲ · Robotics productivity ▲ — which propagate through our causal graph to the markets below.