Earth limited by ASML and constraints to 3-5 years before mining/constructing moves to space.
Predictor: Dave Blundin · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source
Prediction text
Earth limited by ASML and constraints to 3-5 years before mining/constructing moves to space. | he would exponentially expand at any rate he possibly could, but he's limited by ASML machines and a few other constraints that will keep us on Earth for three or four or 5 years. Then we'll be in space. We'll be mining in space. We'll be constructing in space.
Verbatim quote
he would exponentially expand at any rate he possibly could, but he's limited by ASML machines and a few other constraints that will keep us on Earth for three or four or 5 years. Then we'll be in space. We'll be mining in space. We'll be constructing in space.
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-01-15hitTSMC 2nm GAA enters high-volume manufacturing (FinFET-to-GAA transition complete)How: TSMC announces N2 ramp from pilot to HVM at Hsinchu and Arizona fabsSource: deep_research_enrichedconf 95%
- 2026-06-01 → 2027-06-30pendingAlixLabs APS non-lithography sub-10nm pitch-splitting integrates with 300mm production wafersHow: Foundry adoption announced for AlixLabs atomic layer etch pitch splitting on commercial logic or DRAMSource: deep_research_enrichedconf 50%
- 2026-09-01 → 2027-06-30pendingKarman+ High Frontier mission launches asteroid sample retrieval demonstrationHow: Karman+ launches first mission targeting NEO sample retrieval, sub-$20M mission cost validatedSource: deep_research_enrichedconf 55%
- 2030-01-01 → 2030-12-31pendingAsteroid mining market reaches $5.4B revenue by 2030 (21% CAGR)How: Industry reports show asteroid mining market $5B+, multiple commercial sample-return missions completedSource: deep_research_enrichedconf 40%
- 2029-01-01 → 2031-12-31pendingFirst commercial in-space manufactured semiconductor or rare-earth product returns to EarthHow: Commercial in-space production yields return-of-product validated by independent quality gradingSource: deep_research_enrichedconf 30%
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_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.550 | 0.050 | -0.074 |
| 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 | -0.039 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.039 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 230_024 Under a certain age (40-50) life expectancy is infinity due — Dave Blundin | 39.6% | 0.600 | 0.050 | -0.096 |
| prereq | 242_023 World will have 10x more wealth around 2034-2036 — Dave Blundin | 34.2% | 0.600 | 0.050 | -0.042 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.034 |
| 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 | -0.025 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.021 |
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_029 | Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training. | Semis/Products | — |
| 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 | — |
| 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 | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| prereq | 242_023 | World will have 10x more wealth around 2034-2036 | Macro/Economy | — |
| prereq | 230_024 | Under a certain age (40-50) life expectancy is infinity due to longevity escape velocity. | Biotech/Longevity | — |
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.538 | arxiv | Spin and Quadrupole Sectors in Nonrelativistic Gravity | — | mentions | pending | 2026-05-07 |
Raw metadata
{
"nia": false,
"qty": "3-5 years",
"url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
"mode": "PREDICTION",
"role": "Host",
"context": "he's limited by ASML machines and a few other constraints that will keep us on Earth for three or four or 5 years. Then we'll be in space. We'll be mining in space.",
"to_year": 2031,
"verbatim": "he would exponentially expand at any rate he possibly could, but he's limited by ASML machines and a few other constraints that will keep us on Earth for three or four or 5 years. Then we'll be in space. We'll be mining in space. We'll be constructing in space.",
"direction": "HAPPEN",
"from_year": 2029,
"timeframe": "2029-2031",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "TSMC 2nm GAA enters high-volume manufacturing (FinFET-to-GAA transition complete)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.95,
"source_url": "https://markets.financialcontent.com/stocks/article/tokenring-2026-1-19-tsmc-enters-the-2nm-era-the-high-stakes-leap-to-gaa-transistors-and-the-battle-for-silicon-supremacy",
"expected_date": "2026-01-15",
"observed_date": "2026-01-15",
"research_origin": "deep_research",
"measurement_criterion": "TSMC announces N2 ramp from pilot to HVM at Hsinchu and Arizona fabs"
},
{
"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": -9,
"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": -8,
"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": -7,
"source_id": "SEM_014",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI ",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "SEM_029",
"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": -5,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "AlixLabs APS non-lithography sub-10nm pitch-splitting integrates with 300mm production wafers",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.5,
"source_url": "https://semiengineering.com/tsmc-tech-symposium-2026-by-the-numbers/",
"expected_date": "2026-12-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "Foundry adoption announced for AlixLabs atomic layer etch pitch splitting on commercial logic or DRAM"
},
{
"kind": "llm_pre_event",
... (truncated)