What if Hyperscaler in-house chips still lean on merchant HBM and packaging?
Even as hyperscalers design their own accelerators, they remain dependent on merchant HBM, packaging and networking, sustaining demand for those suppliers.
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-on shock. Even as hyperscalers design their own accelerators, they remain dependent on merchant HBM, packaging and networking, sustaining demand for those suppliers. The trigger decomposes into signed root‑shocks — AI capex ▲ · Risk appetite ▲ · Semiconductor supply risk ▼ — which propagate through our causal graph to the markets below.