What if chipmakers turn out to be financing their own customers?
Vendor-financing disclosure (chipmakers funding their own GPU buyers) is a revenue-recognition scare — it implies reported AI demand is partly circular, hitting Nvidia hardest and widening HY credit. Rhymes with telecom vendor-financing in 2000-01 (Lucent/Nortel funding carriers) that unwound violently when demand proved hollow. Skeptic's note: the channel is real this cycle, so the de-rating is on multiples, not solvency — watch backlog cancellations as the confirming tell.
how we built this number — every step
The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.
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 (gold) over time vs the crowd's (Polymarket, blue), 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. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.
What it would mean
If this plays out, it is a risk-off shock. Disclosure that chipmakers funded their own customers' GPU buys triggers an AI revenue-recognition selloff. The trigger decomposes into signed root‑shocks — AI capex ▼ · Credit spreads ▲ — which propagate through our causal graph to the markets below.
If it happens — the markets it would move
Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▼ -1.5% hist -1.5–+0.65% · other way +4.24% (n=12) |
| 2 | Broadcom AVGOon Hyperliquid 📈 chart | Equity | ▼ -1.1% hist -1.35–+1.49% · other way +6.77% (n=12) |
| 3 | Micron MUon Hyperliquid 📈 chart | Equity | ▼ -1.1% hist -0.91–+0.16% · other way -0.67% (n=12) |
| 4 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -0.8% hist -0.66–+0.64% · other way +1.99% (n=12) |
| 5 | AMD AMDon Hyperliquid 📈 chart | Equity | ▼ -0.5% hist -0.53–+0.31% · other way -2.37% (n=12) |
| 6 | TSMC TSMon Hyperliquid 📈 chart | Equity | ▼ -0.5% hist -0.4–+0.02% · other way +2.14% (n=12) |
| 7 | Marvell MRVLon Hyperliquid 📈 chart | Equity | ▼ -0.5% hist -0.45–+0.12% · other way +0.42% (n=12) |
| 8 | High-yield credit HYG 📈 chart | Rate | ▼ -0.4% hist -0.33–-0.09% · other way -0.33% (n=12) |
| 9 | ASML ASMLon Hyperliquid 📈 chart | Equity | ▼ -0.4% hist -2.42–+0.71% · other way -0.37% (n=12) |
| 10 | Qualcomm QCOMon Hyperliquid 📈 chart | Equity | ▼ -0.4% hist -2.5–+0.8% · other way -2.37% (n=12) |
| 11 | Financials XLF 📈 chart | Equity | ▼ -0.3% hist -0.19–+0.02% · other way -1.53% (n=12) |
| 12 | Intel INTCon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -0.81–+0.21% · other way -1.33% (n=12) |
| 13 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -2.07–+0.58% · other way +9.23% (n=12) |
| 14 | JPMorgan JPM 📈 chart | Equity | ▼ -0.2% hist -0.37–+0.42% · other way -1.0% (n=12) |
Probable recommendation
Why we may diverge from history
Trust the cascade SHORT INTC: the history is self-contradictory (-36/-40% then +17/+17%) and dominated by Intel's own idiosyncratic collapse and DeepSeek rebound, not a vendor-financing revenue-recognition shock.
Historical precedent — what analogous events actually did
Across 40 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.
| Asset | History says | Abnormal (20d · 5d) | Hit | n | Confidence | vs cascade |
|---|---|---|---|---|---|---|
| Bitcoin BTC | SHORT | -5.8% · 5d -2.1% | 68% | 21 | 0.28 | ✓ matches cascade |
| Gold XAU | LONG | +0.6% · 5d +0.1% | 61% | 37 | 0.19 | · |
| MSTR MSTR | SHORT | -1.8% · 5d -2.2% | 61% | 37 | 0.18 | ✓ matches cascade |
| SMH SMH | LONG | +1.0% · 5d -1.2% ↺ fades | 58% | 37 | 0.13 | ⚠ differs |
| 10y yield DGS10 | SHORT | -13bp · 5d -4bp | 57% | 40 | 0.13 | · |
| ASML ASML | SHORT | -2.1% · 5d -3.8% | 58% | 37 | 0.12 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.1% · 5d +0.1% ↺ fades | 56% | 35 | 0.11 | ✓ matches cascade |
| XLF XLF | LONG | +0.1% · 5d -0.7% ↺ fades | 56% | 37 | 0.11 | ⚠ differs |
| QCOM QCOM | SHORT | -2.2% · 5d -3.3% | 57% | 38 | 0.10 | ✓ matches cascade |
| AVGO AVGO | LONG | +2.1% · 5d -1.4% ↺ fades | 54% | 29 | 0.07 | ⚠ differs |
| Volatility VIX | LONG | +4.8% · 5d +2.0% | 53% | 38 | 0.05 | ✓ matches cascade |
| US dollar DXY | LONG | +0.3% · 5d +0.1% | 51% | 40 | 0.02 | · |
| NVDA NVDA | LONG | +1.4% · 5d -3.7% ↺ fades | 45% | 37 | 0.00 | ⚠ differs |
| MU MU | LONG | +0.6% · 5d -4.1% ↺ fades | 44% | 39 | 0.00 | ⚠ differs |
Why this probability
Vendor-financing circularity already debated; a disclosure-triggered selloff is specific but credible over 18mo. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.