Geopolitics risk-off · 3–10 years
A what‑if from the future

What if a Kessler debris cascade renders key orbits unusable?

A Kessler-cascade rendering key orbits unusable trades as a slower geopolitical risk-off: VIX up, Nasdaq/S&P down, spreads wider, crypto-beta (SOL/HYPE/ETH) sold, with risk-parity deleveraging amplifying. Rhymes with discrete satellite/ASAT scares (e.g. the 2021 Russian ASAT debris event) that spiked space-sector risk without a lasting index drawdown. Forward angle: a true cascade is a multi-year capacity loss, so the lasting trade is long debris-mitigation/alt-orbit and resilient-comms names and short space-dependent connectivity, not just the headline beta dip.

6%
our model probability
over 3–10 years
prediction markets — the market's odds
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Anchored to measured history 6% · 90% range 0–12% · 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 3–10 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…

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What it would mean

If this plays out, it is a risk-off shock. An orbital-debris (Kessler) cascade renders key satellite orbits unusable. The trigger decomposes into signed root‑shocks — Geopolitical risk ▲ · 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.