Terafab initial capex $25B, total buildout $150B+ minimum, possibly $500B
Predictor: Peter Diamandis · ep#242 "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242" · source
Prediction text
Terafab initial capex $25B, total buildout $150B+ minimum, possibly $500B | initial capex, as you said, Alex, you know, it's 20 25 billion, but the real capex for buildout is going to be on the order of 150 billion dollars um at a minimum. It may be a half a trillion
Verbatim quote
initial capex, as you said, Alex, you know, it's 20 25 billion, but the real capex for buildout is going to be on the order of 150 billion dollars um at a minimum. It may be a half a trillion
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
Evidence about this node from Peter Diamandis 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
- 2026-03-21hitTesla / SpaceX officially announce Terafab at Austin event (Mar 21 2026)How: Tesla / SpaceX official launch event at Seaholm Power Plant; $25B headline figure consistent with prediction's initial-capex rangeSource: deep_research_enrichedconf 98%
- 2026-04-07hitIntel joins as Terafab partner (14A node selection; Apr 7 2026)How: Intel / Tesla joint announcement of partnership for Terafab using Intel 14A; expands credible build-out pathSource: deep_research_enrichedconf 95%
- 2026-07-25pendingQ1 window check-in (25%)
- 2026-04-01 → 2026-12-31pendingTesla 2026 capex officially raised to $25B+ (board / earnings disclosure aligning with Terafab funding)How: Tesla 10-Q / earnings call confirms 2026 capex ≥$25B with Terafab-attributable allocationSource: deep_research_enrichedconf 70%
- 2026-10-19pendingQ2 window check-in (50%)
- 2026-07-01 → 2027-03-31pendingTerafab pilot facility produces first AI5 chips (small-batch production)How: Tesla announces first AI5 chips off Terafab pilot line, validating physical buildout milestoneSource: deep_research_enrichedconf 45%
- 2027-01-13pendingQ3 window check-in (75%)
- 2026-09-01 → 2027-09-30pendingCumulative Terafab project commitments cross $150B (matching prediction's lower-bound total buildout)How: Total announced / contracted spend across Tesla + Intel + partners + state incentives reaches $150B cumulative — satisfies prediction's $150B+ minimumSource: deep_research_enrichedconf 20%
No downstream cascades — this prediction is a leaf in the dependency graph.
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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 | S_AGI_FAST_2027 AGI fast: drop-in remote worker by 2027-09 | 30.0% | 0.600 | 0.050 | -0.232 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.098 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.071 |
| killer | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | 20.0% | 0.050 | 0.600 | +0.043 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (4)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_AGI_FAST_2027 | AGI fast: drop-in remote worker by 2027-09 | agi_general_capability | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (6)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.571 | gdelt | paypal trades under 10x earnings 141500546.html | — | mentions | pending | 2026-04-30 |
| 0.557 | edgar_8k | TERAWULF INC. (WULF) (CIK 0001083301) | — | mentions | pending | 2026-05-08 |
| 0.549 | fda | FDA ANDA220225: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — ALEMBIC | — | mentions | pending | 2026-04-15 |
| 0.536 | edgar_8k | Enhabit, Inc. (EHAB) (CIK 0001803737) | — | mentions | pending | 2026-05-05 |
| 0.536 | edgar_8k | Enhabit, Inc. (EHAB) (CIK 0001803737) | — | mentions | pending | 2026-05-12 |
| 0.536 | edgar_8k | Enhabit, Inc. (EHAB) (CIK 0001803737) | — | mentions | pending | 2026-05-15 |
Raw metadata
{
"nia": false,
"qty": "$150B-$500B",
"url": "https://www.youtube.com/watch?v=wMLcIWLlcWg",
"mode": "FORECAST",
"role": "Host",
"caveats": "Claude-generated estimate",
"context": "real capex for buildout is going to be on the order of 150 billion dollars at a minimum. It may be a half a trillion",
"verbatim": "initial capex, as you said, Alex, you know, it's 20 25 billion, but the real capex for buildout is going to be on the order of 150 billion dollars um at a minimum. It may be a half a trillion",
"conv_cues": "at a minimum; may be",
"direction": "NUMERIC_TARGET",
"timeframe": "unspecified future",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Tesla / SpaceX officially announce Terafab at Austin event (Mar 21 2026)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.98,
"source_url": "https://techstartups.com/2026/03/23/elon-musk-launches-terafab-a-25-billion-austin-chip-megafactory-to-power-tesla-xai-and-spacex-ai-and-robotics-ambitions/",
"expected_date": "2026-03-21",
"observed_date": "2026-03-21",
"research_origin": "deep_research",
"measurement_criterion": "Tesla / SpaceX official launch event at Seaholm Power Plant; $25B headline figure consistent with prediction's initial-capex range"
},
{
"kind": "llm_pre_event",
"label": "Intel joins as Terafab partner (14A node selection; Apr 7 2026)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.95,
"source_url": "https://techstartups.com/2026/04/07/intel-joins-elon-musks-25b-terafab-ai-chip-megafactory-project/",
"expected_date": "2026-04-07",
"observed_date": "2026-04-07",
"research_origin": "deep_research",
"measurement_criterion": "Intel / Tesla joint announcement of partnership for Terafab using Intel 14A; expands credible build-out path"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -6,
"source_id": null,
"expected_date": "2026-07-25",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Tesla 2026 capex officially raised to $25B+ (board / earnings disclosure aligning with Terafab funding)",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.7,
"source_url": "https://thenextweb.com/news/tesla-25-billion-capex-2026-optimus-robotaxi-ai-chip-fab",
"expected_date": "2026-08-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-04-01"
},
"measurement_criterion": "Tesla 10-Q / earnings call confirms 2026 capex ≥$25B with Terafab-attributable allocation"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2026-10-19",
"observed_date": null
},
{
"kind": "llm_post_event",
"label": "Terafab pilot facility produces first AI5 chips (small-batch production)",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.45,
"source_url": "https://finance.yahoo.com/news/elon-musks-terafab-is-here-what-it-is-and-why-its-important-for-tesla-and-spacex-163426221.html",
"expected_date": "2026-11-14",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-03-31",
"from": "2026-07-01"
},
"measurement_criterion": "Tesla announces fi
... (truncated)