Markets & Finance risk-off · 0–6 months
A what‑if from the future

What if an algorithmic loop triggers a Treasury-futures flash crash?

An algo feedback loop flash-crashing Treasury futures briefly reprices global rates before snapping back — a microstructure liquidity event that spikes vol and forces risk-parity deleveraging intraday. This is the October-2014 Treasury flash rally (10y moved ~37bp in minutes) and the 2010 equity flash crash in rates form. Skeptic's note: it round-trips fast — the durable trade is owning vol/gamma into thin liquidity windows, not chasing the directional spike that reverses.

14%
our model probability
over 0–6 months
prediction markets — the market's odds
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Anchored to measured history 14% · 90% range 1–28% · 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 risk-off shock. An algorithmic feedback loop triggers a multi-point flash crash in Treasury futures, momentarily repricing global rates before snapping back. The trigger decomposes into signed root‑shocks — Volatility (VIX) ▲ · Financial conditions ▲ · 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.