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242_054predictionAIAI-timing

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

Prior probability
60.0%
Current probability
44.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2027-09-30
Edges in / out
4 / 0
Tickers exposed
33

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

From episode "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242"
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

κ + Brier as of 2026-05-22
κ (discount)
0.875
Brier
0.0367
excellent
Hits / Misses
10 / 0
of 15 resolved
Hit rate
66.7%
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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

5 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 44.7%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 2 fired ✓ · 6 pending
  1. 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 range
    Source: deep_research_enrichedconf 98%
  2. 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 path
    Source: deep_research_enrichedconf 95%
  3. 2026-07-25pendingQ1 window check-in (25%)
  4. 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 allocation
    Source: deep_research_enrichedconf 70%
  5. 2026-10-19pendingQ2 window check-in (50%)
  6. 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 milestone
    Source: deep_research_enrichedconf 45%
  7. 2027-01-13pendingQ3 window check-in (75%)
  8. 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+ minimum
    Source: deep_research_enrichedconf 20%

No downstream cascades — this prediction is a leaf in the dependency graph.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 45%)

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

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-17T02:00:01Z44.7%-1.3pp
Network propagation: 46.0% → 44.7%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z46.0%-2.7pp
Network propagation: 48.7% → 46.0%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z48.7%-5.3pp
Network propagation: 54.0% → 48.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z54.0%-2.1pp
Network propagation: 56.0% → 54.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z56.0%-4.0pp
Network propagation: 60.0% → 56.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereqS_AGI_FAST_2027
AGI fast: drop-in remote worker by 2027-09
30.0%0.6000.050-0.232
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.098
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.600+0.071
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.600+0.043

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_AGI_FAST_2027AGI fast: drop-in remote worker by 2027-09agi_general_capability
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (6)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.571gdeltpaypal trades under 10x earnings 141500546.htmlmentionspending2026-04-30
0.557edgar_8kTERAWULF INC. (WULF) (CIK 0001083301)mentionspending2026-05-08
0.549fdaFDA ANDA220225: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — ALEMBICmentionspending2026-04-15
0.536edgar_8kEnhabit, Inc. (EHAB) (CIK 0001803737)mentionspending2026-05-05
0.536edgar_8kEnhabit, Inc. (EHAB) (CIK 0001803737)mentionspending2026-05-12
0.536edgar_8kEnhabit, Inc. (EHAB) (CIK 0001803737)mentionspending2026-05-15

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "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)