Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity.
Predictor: Nvidia (All-In Podcast analysis)
Prediction text
Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity. | TSMC wafer-output + Nvidia DC revenue quarterly disclosures
Key catalyst: TSMC wafer-output + Nvidia DC revenue quarterly disclosures
Watch events: TSMC CoWoS packaging capacity utilization; Nvidia Data Center revenue disclosures
Resolution evidence
Blundin (workbook) prediction of Nvidia locking up 70%+ TSMC 3nm volume matches 800K+ figure directionally. TSMC Q4-2025 earnings emphasized AI-accelerator pre-orders 'multi-year visibility'.
Predictor: Nvidia (All-In Podcast analysis)
Evidence about this node from Nvidia (All-In Podcast analysis) is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).
Reference class: fab_construction_3y
Greenfield semiconductor fab construction within 3 years of announce
Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.
Probability over time
Milestone chain
- 2025-12-10hitNVIDIA confirmed booking 800,000-850,000 TSMC wafers for 2026How: DigiTimes / wccftech / Astute Group reporting confirms NVIDIA reserved 800K-850K TSMC wafers for 2026 productionSource: wccftech — NVIDIA Alone Has TSMC's Advanced Packaging Lines Booked for Several Years Aheadconf 97%Notes: HIT — NVIDIA's 800-850K wafer booking for 2026 confirmed across multiple industry trade press citing TSMC supply-chain sources.
- 2026-03-31hitTSMC advanced chip capacity booked out through 2028 confirmedHow: Dataconomy / TSMC corporate disclosures confirm advanced node capacity fully booked through 2028Source: Dataconomy — TSMC's Advanced Chip Capacity Is Booked Out Through 2028conf 95%
- 2026-03-31hitTSMC 3nm and 5nm production fully booked for 2026How: TSMC publicly confirms 3nm/5nm capacity 100% booked for full 2026 calendar yearSource: TweakTown — TSMC's entire 3nm and 5nm production expected to be 100% booked out in 2026conf 95%
- 2026-06-01 → 2027-03-31pendingSMIC advanced-process capacity remains <125,000 wafers in 2026 (8x gap holds)How: SMIC's advanced-process (7nm-equivalent and below) capacity remains ≤125K wafers for 2026, preserving 8x NVIDIA-vs-SMIC gapSource: Industry consensus — SMIC capacity capped by US export controlsconf 70%Notes: Cascade — original prediction's relative-scale claim. SMIC constrained by lack of EUV tools.
- 2026-08-01 → 2027-02-28pendingNVIDIA Q2-Q4 2026 data-center revenue confirms 800K wafer absorptionHow: NVIDIA quarterly DC revenue disclosures sum to a level consistent with ~800K wafers worth of accelerator shipments in 2026Source: Yahoo Finance — Nvidia vs TSM-Earnings Reveal AI Hardware Power Splitconf 70%Notes: Direct measurement of headline criterion via NVIDIA DC revenue.
- 2026-10-01 → 2026-12-31pendingTSMC's 3nm capacity reaches 180,000 wafers/month by end-2026How: TSMC monthly disclosures confirm 3nm capacity ≥150,000 wafers/month by year-end 2026 (was originally 150K, raised to 180K)Source: TrendForce — TSMC 3nm Monthly Capacity May Hit 180K Wafers by 2026 (April 2026)conf 85%
What if this resolves?
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Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.880 | 0.050 | -0.135 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.880 | 0.050 | -0.134 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.880 | +0.039 |
| prereq | SEM_014 Nvidia's Arizona-based TSMC factory successfully fabricated — Jensen Huang | 86.1% | 0.880 | 0.050 | +0.016 |
| prereq | SEM_011 Nvidia became the world's first $5 trillion company (late 20 — Jensen Huang | 85.5% | 0.880 | 0.050 | +0.013 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 247_023 AI will be able to do everything a white collar worker does — Dave Blundin | 40.8% | 0.720 | 0.050 | +0.133 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | +0.128 |
| prereq | 248_033 Superhuman AI will make BCI-enhanced humans irrelevant compa — Dave Blundin | 36.7% | 0.600 | 0.050 | +0.085 |
| prereq | 231_039 Elon will build out his own chip fabs due to his attack-cons — Peter Diamandis | 47.2% | 0.650 | 0.050 | +0.017 |
| prereq | 230_006 The frontier models will go dark — kept internal to benefit — Peter Diamandis | 48.0% | 0.650 | 0.050 | +0.009 |
Ticker exposure
Beneficiaries (24)
Adverse (2)
Prerequisites (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_015 | Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans. | Policy/Semis | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 231_039 | Elon will build out his own chip fabs due to his attack-constraints approach. | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
| prereq | 230_006 | The frontier models will go dark — kept internal to benefit the labs in an all-out battle. | AI | — |
| prereq | 248_033 | Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. | AI | — |
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | partial | thesis_timeline_v1.0_import | Blundin (workbook) prediction of Nvidia locking up 70%+ TSMC 3nm volume matches 800K+ figure directionally. TSMC Q4-2025 earnings emphasized AI-accelerator pre-orders 'multi-year visibility'. |
Linked documents (10)
Raw metadata
{
"nia": false,
"qty": "800-850K wafers reserved",
"mode": "FORECAST",
"role": "Cited-Analyst",
"context": "Nvidia's single-year wafer reservation (800-850K) dwarfs SMIC's national advanced-node ceiling (100K). Monopolization of TSMC cutting-edge capacity.",
"to_year": 2026,
"conv_cues": "preemptively reserved; 8x capacity",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "2026",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "NVIDIA confirmed booking 800,000-850,000 TSMC wafers for 2026",
"notes": "HIT — NVIDIA's 800-850K wafer booking for 2026 confirmed across multiple industry trade press citing TSMC supply-chain sources.",
"source": "wccftech — NVIDIA Alone Has TSMC's Advanced Packaging Lines Booked for Several Years Ahead",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.97,
"source_url": "https://wccftech.com/nvidia-alone-has-tsmc-advanced-packaging-lines-booked-for-several-years-ahead/",
"expected_date": "2025-12-10",
"observed_date": "2025-12-10",
"research_origin": "deep_research",
"measurement_criterion": "DigiTimes / wccftech / Astute Group reporting confirms NVIDIA reserved 800K-850K TSMC wafers for 2026 production"
},
{
"kind": "llm_pre_event",
"label": "TSMC advanced chip capacity booked out through 2028 confirmed",
"source": "Dataconomy — TSMC's Advanced Chip Capacity Is Booked Out Through 2028",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.95,
"source_url": "https://dataconomy.com/2026/03/31/tsmcs-advanced-chip-capacity-is-booked-out-through-2028/",
"expected_date": "2026-03-31",
"observed_date": "2026-03-31",
"research_origin": "deep_research",
"measurement_criterion": "Dataconomy / TSMC corporate disclosures confirm advanced node capacity fully booked through 2028"
},
{
"kind": "prereq",
"label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"source_id": "SEM_011",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
"status": "hit",
"weight": 0.5,
"ordinal": -4,
"source_id": "SEM_014",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
"status": "hit",
"weight": 0.5,
"ordinal": -3,
"source_id": "SEM_027",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
"status": "pending",
"weight": 0.5,
"ordinal": -2,
"source_id": "SEM_015",
"expected_date": "2026-06-25",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "TSMC 3nm and 5nm production fully booked for 2026",
"source": "TweakTown — TSMC's entire 3nm and 5nm production expected to be 100% booked out in 2026",
"status": "hit",
"weight": 0.4,
"ordinal": -1,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.tweaktown.com/news/107923/tsmcs-entire-3nm-and-5nm-production-expected-to-be-100-percent-booked-out-in-2026/index.html",
"expected_date": "2026-07-01",
"observed_date": "2026-03-31",
... (truncated)