ASML will produce only 700-1000 EUV machines per year, bottlenecking fab buildout
Predictor: Dave Blundin · ep#240 "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse" · source
Prediction text
ASML will produce only 700-1000 EUV machines per year, bottlenecking fab buildout | They make 700 of these things a year. And you say, 'Well, how many do you think you could make next year?' And they're like, 'Well, if we really move, we might go from 700 to a,000.'
Verbatim quote
They make 700 of these things a year. And you say, 'Well, how many do you think you could make next year?' And they're like, 'Well, if we really move, we might go from 700 to a,000.'
Predictor: Dave Blundin
Calibration plot (stated vs observed)
Evidence about this node from Dave Blundin 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
- 2026-04-15hitASML confirms 2026 EUV production target of ~60 machines (not 700-1000 as quoted by Blundin)How: ASML publicly confirms via Q1/Q2 earnings, capital markets day, or annual report that 2026 EUV (NXE+EXE) shipment target is approximately 60 systems (range 50-65), NOT 700-1000Source: https://itdaily.com/news/business/asml-wil-60-euv-machines-produceren/conf 90%
- 2026-05-01 → 2026-10-31pendingFoundry capacity expansion announcements cite EUV bottleneck as constraintHow: TSMC / Samsung / Intel publicly cite EUV machine availability (vs other constraints) as gating factor for fab buildout pace; verified via earnings calls or company statementsSource: https://www.enverus.com/blog/scarce-machines-infinite-demand-asml-and-the-limits-of-the-ai-buildout-report/conf 60%
- 2026-05-01 → 2026-12-31pendingASML High-NA EUV (EXE:5200/5400) shipments commence to leading-edge fabsHow: ASML EXE-series High-NA EUV systems shipped to TSMC / Samsung / Intel for production use, confirmed via ASML earnings call or customer announcementSource: https://www.tomshardware.com/tech-industry/semiconductors/asml-projects-usd71-billion-in-revenue-by-2030-as-demand-for-euv-lithography-machines-intensifies-due-to-ai-boom-china-sales-lag-behind-while-company-cashes-in-on-high-end-twinscan-systemsconf 65%
- 2026-10-15 → 2027-01-31pendingASML 2027 production guidance set (target ~80 machines)How: ASML capital markets day or Q4 2026 earnings release sets 2027 EUV shipment guidance at approximately 80 systemsSource: https://www.alphapilot.tech/discover/asml-raises-2026-outlook-as-ai-supercycle-drives-record-lithography-demandconf 70%
- 2026-09-01 → 2027-12-31pendingCascade: ASML announces 2030 capacity expansion plan exceeding 100 EUV machines/yearHow: ASML capital markets day or strategic update commits to >100 EUV systems/year capacity by 2030, with capex plans to support; verified via ASML investor relationsSource: https://www.smbom.com/news/13733conf 50%
What if this resolves?
Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"
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 |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.550 | -0.086 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.550 | 0.050 | -0.076 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.550 | 0.050 | -0.075 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.550 | -0.061 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.550 | 0.050 | -0.040 |
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 | -0.055 |
| prereq | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.920 | 0.050 | -0.041 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | -0.040 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.026 |
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | -0.011 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (10)
| 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_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/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 | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 244_019 | Peter's son won't need a driver's license in 2 years | Auto/Transport | — |
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
Raw metadata
{
"nia": false,
"qty": "700-1000 ASML machines/year",
"url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
"mode": "CITED_PREDICTION",
"role": "Host",
"caveats": "Represented as ASML's own statement",
"context": "They make 700 of these things a year. And you say, \"Well, how many do you think you could make next year?\" And they're like, \"Well, if we really move, we might go from 700 to a,000.\"",
"to_year": 2027,
"cited_by": "Dave Blundin",
"verbatim": "They make 700 of these things a year. And you say, 'Well, how many do you think you could make next year?' And they're like, 'Well, if we really move, we might go from 700 to a,000.'",
"conv_cues": "if we really move; might",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "Next year",
"conv_level": "MEDIUM",
"milestones": [
{
"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": -7,
"source_id": "SEM_011",
"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": -6,
"source_id": "SEM_027",
"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": -5,
"source_id": "SEM_014",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
"status": "hit",
"weight": 0.5,
"ordinal": -4,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "ASML confirms 2026 EUV production target of ~60 machines (not 700-1000 as quoted by Blundin)",
"source": "https://itdaily.com/news/business/asml-wil-60-euv-machines-produceren/",
"status": "hit",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.9,
"expected_date": "2026-06-15",
"observed_date": "2026-04-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-07-31",
"from": "2026-04-30"
},
"measurement_criterion": "ASML publicly confirms via Q1/Q2 earnings, capital markets day, or annual report that 2026 EUV (NXE+EXE) shipment target is approximately 60 systems (range 50-65), NOT 700-1000"
},
{
"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": "Foundry capacity expansion announcements cite EUV bottleneck as constraint",
"source": "https://www.enverus.com/blog/scarce-machines-infinite-demand-asml-and-the-limits-of-the-ai-buildout-report/",
"status": "pending",
"weight": 0.4,
"ordinal": -1,
"source_id": null,
"confidence": 0.6,
"expected_date": "2026-07-31",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-10-31",
"from": "2026-05-01"
},
"measurement_criterion": "TSMC / Samsung / Int
... (truncated)