What if a celebrated AI unicorn turns out to be a fraud?
An AI-hardware unicorn exposed for fabricated customer contracts is the cleanest AI-capex confidence short: NVDA/AVGO/MU and the SOX lead lower as the buildout's demand assumptions are questioned, bleeding into high-beta crypto. The structural analogue blends DeepSeek (Jan-2025, AI-demand doubt) with a Wirecard-style fraud reveal — a narrative break, not a fundamentals break. Forward angle: if the fraud is one private name (not a hyperscaler order), real capex is intact, so fade the contagion once balance-sheet capex guidance from the actual buyers reaffirms.
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 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. A celebrated AI hardware unicorn is exposed as fabricating customer contracts, collapsing the entire AI-adjacent equity complex. The trigger decomposes into signed root‑shocks — AI capex ▼ · Risk appetite ▼ — which propagate through our causal graph to the markets below.