Society & Frontier mixed · 0–6 months
A what‑if from the future

What if the FDA bans imports from a giant Indian generics plant?

An FDA ban on a giant Indian generics plant (Sun/Aurobindo/Dr Reddy's echoes of Ranbaxy 2013) drives US drug shortages and price spikes — a health-inflation and India-pharma-export shock, not a tech-tariff event. The semis/TSMC/Alibaba cascade is entirely mis-mapped. Transmission: US buyers scramble for ex-India supply, India pharma ADRs and the rupee's pharma-export line take the hit; medical-care CPI ticks up.

28%
our model probability
over 0–6 months
prediction markets — the market's odds
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Anchored to measured history 28% · 90% range 15–40% · 40 dated precedents behind it — a wider range means thinner evidence

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 0–6 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. FDA bans imports from a giant Indian generic plant over data fraud, triggering US drug shortages and price spikes. The trigger decomposes into signed root‑shocks — Inflation surprise ▲ · 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.