Terafab pilot phase is $25B, yielding ~$4B/year revenue for Intel.
Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source
Prediction text
Terafab pilot phase is $25B, yielding ~$4B/year revenue for Intel. | the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.
Verbatim quote
the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.
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: 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
- 2026-05-15overdueIntel 18A yield disclosure at or above 65% commercial thresholdHow: Intel earnings call, foundry day, or SEC 10-Q discloses 18A defect density / yield at >=65%Source: Intel Q1 2026 earnings prep; Terafab 18A node validationconf 70%
- 2026-05-01 → 2026-06-21overdueTerafab Phase 1 groundbreaking or site selection finalized in Austin TXHow: Press release or local permit filing confirms Terafab Phase 1 site preparation begun on Austin parcelSource: 247wallst Apr 7 2026 Terafab announcement; thenextwebconf 55%
- 2026-05-01 → 2026-07-31pendingIntel external foundry revenue run-rate visibility above $1B annualizedHow: Intel Foundry Services segment Q2 2026 disclosed external revenue annualizes above $1B (vs $307M FY2025)Source: Intel Q1 2026 earnings; tikr.com reportingconf 45%
- 2026-09-01 → 2026-12-31pendingTesla AI6 chip first tape-out at Intel 18AHow: Tesla or Intel discloses tape-out completion of AI6 silicon on Intel 18A nodeSource: 247wallst late-2026 Tape-Out timelineconf 50%
- 2027-04-01 → 2027-12-31pendingIntel external foundry revenue exceeds $4B annualized (Diamandis target validated)How: Intel Foundry segment trailing-4-quarter external revenue >=$4B in any 2027 reported quarterSource: futurist:Peter Diamandis target verbatimconf 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
Raw metadata
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"contributions": [
{
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"kind": "llm_pre_event",
"kappa": 0.48125000000000007,
"label": "Terafab Phase 1 groundbreaking or site selection finalized in Austin TX",
"weight": 0.4,
"strength": "weak",
"confidence": 0.55,
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],
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"predictor_n_resolved": 15
}Raw metadata
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"contributions": [
{
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"kind": "llm_pre_event",
"kappa": 0.6124999999999999,
"label": "Intel 18A yield disclosure at or above 65% commercial threshold",
"weight": 0.4,
"strength": "weak",
"confidence": 0.7,
"source_url": "https://www.intc.com/news-events/press-releases/detail/1767/intel-reports-first-quarter-2026-financial-results",
"adjusted_llr": -0.24834737871625065,
"expected_date": "2026-05-15",
"measurement_criterion": "Intel earnings call, foundry day, or SEC 10-Q discloses 18A defect density / yield at >=65%"
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
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"reference_class_id": "fab_construction_3y",
"total_adjusted_llr": -0.24834737871625065,
"predictor_n_resolved": 15
}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 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 202 — Peter Diamandis | 67.1% | 0.600 | 0.050 | -0.098 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.600 | 0.050 | -0.063 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.600 | 0.050 | -0.055 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.600 | 0.050 | -0.045 |
| prereq | 238_009 Recursive self-improvement is already happening now (no long — Alex Wissner-Gross | 78.1% | 0.600 | 0.050 | -0.038 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | +0.021 |
| prereq | 231_013 Math is cooked (will be solved), physics cooked, biology cha — Alex Wissner-Gross | 35.4% | 0.620 | 0.050 | -0.018 |
| prereq | CMQ_002 By 2028, AI systems will reach 'independent researcher' leve — Sam Altman | 31.4% | 0.550 | 0.050 | -0.013 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | +0.009 |
| prereq | 241_043 ASI will arrive within 2 years to 5 years to this next decad — Peter Diamandis | 35.9% | 0.650 | 0.050 | -0.008 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (8)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| 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_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| 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 (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 241_043 | ASI will arrive within 2 years to 5 years to this next decade | AI | — |
| prereq | 231_013 | Math is cooked (will be solved), physics cooked, biology char broiled. | AI | — |
| prereq | CMQ_002 | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | AI | — |
Linked documents (4)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.590 | gdelt | jetblue jblu q1 2026 earnings 155409355.html | — | mentions | pending | 2026-04-30 |
| 0.590 | edgar_8k | TERADYNE, INC (TER) (CIK 0000097210) | — | mentions | pending | 2026-05-11 |
| 0.583 | edgar_8k | TERAWULF INC. (WULF) (CIK 0001083301) | — | mentions | pending | 2026-05-08 |
| 0.578 | edgar_8k | Astera Labs, Inc. (ALAB) (CIK 0001736297) | — | mentions | pending | 2026-05-05 |
Raw metadata
{
"nia": false,
"qty": "$4B/year Intel revenue",
"url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
"mode": "FORECAST",
"role": "Host",
"context": "the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.",
"to_year": 2027,
"verbatim": "the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.",
"conv_cues": "could mean",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "Near-term",
"conv_level": "MEDIUM",
"milestones": [
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"status": "hit",
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"expected_date": "2026-04-29",
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"label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
"status": "hit",
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"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
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"ordinal": -4,
"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "Intel 18A yield disclosure at or above 65% commercial threshold",
"source": "Intel Q1 2026 earnings prep; Terafab 18A node validation",
"status": "overdue",
"weight": 0.4,
"ordinal": -3,
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"source_url": "https://www.intc.com/news-events/press-releases/detail/1767/intel-reports-first-quarter-2026-financial-results",
"expected_date": "2026-05-15",
"miss_emitted_at": "2026-05-30T22:15:00.756418+00:00",
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"research_origin": "training",
"measurement_criterion": "Intel earnings call, foundry day, or SEC 10-Q discloses 18A defect density / yield at >=65%"
},
{
"kind": "llm_pre_event",
"label": "Terafab Phase 1 groundbreaking or site selection finalized in Austin TX",
"source": "247wallst Apr 7 2026 Terafab announcement; thenextweb",
"status": "overdue",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.55,
"source_url": "https://thenextweb.com/news/intel-terafab-foundry-deal-musk-chip-manufacturing-2026/",
"expected_date": "2026-05-26",
"miss_emitted_at": "2026-06-03T22:11:45.571008+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "training",
"expected_date_range": {
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"from": "2026-05-01"
},
"measurement_criterion": "Press release or local permit filing confirms Terafab Phase 1 site preparation begun on Austin parcel"
},
{
"kind": "llm_pre_event",
"label": "Intel external foundry revenue run-rate visibility above $1B annualized",
"source": "Intel Q1 2026 earnings; tikr.com reporting",
"status": "pending",
"weight": 0.4,
"
... (truncated)