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240_026predictionMarkets/StocksAI-scaling

Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T company

Predictor: Dave Blundin · ep#240 "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse" · source

Prior probability
55.0%
Current probability
14.2%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2040-05-31
Edges in / out
13 / 5
Tickers exposed
40

Prediction text

Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T company | No if he pulled if he pulls this off that's easily 100 trillion.

Watch events: SpaceX IPO roadshow (Jun 2026); Starship V3 orbital test; Starlink V3 launch cadence; Tesla Q2 2026 earnings; Optimus Fremont line start; unit cost disclosure; Top market cap milestones: $10T single stock; $20T; $50T; Starcloud Blackwell satellite (Oct 2026); Google Project Suncatcher demo satellite; FCC DC filings

Verbatim quote

From episode "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse"
No if he pulled if he pulls this off that's easily 100 trillion.

Predictor: Dave Blundin

κ + Brier as of 2026-07-04
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
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: humanoid_commercial_volume

Linked via embedding similarity 0.605

>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut

Base rate
10.0%
0/3 historical
Inside weight
0.309
TRF=0.99
Outside weight
0.691
pulling toward base rate
inside 29.0% → blend 14.2% -14.8pp)

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

8 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-05-032026-07-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 14.2%

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: 4 fired ✓ · 1 overdue ⏱ · 6 pending
  1. 2026-11-30pendingScenario fires: First $1T+ IPO in 2026
  2. 2026-08-01 → 2027-12-31pendingSpaceX IPO completes at >$1.5T valuation
    How: SpaceX completes initial public offering at $1.5T+ valuation per filed S-1 (filed for $1.75T IPO targeting late summer 2026)
    Source: deep_research_enrichedconf 55%
  3. 2026-08-01 → 2029-12-31pendingMusk becomes first publicly disclosed trillionaire
    How: Bloomberg Billionaires Index or Forbes Real-Time Net Worth shows Elon Musk net worth >$1T (currently ~$811-852B following xAI merger, 43% stake worth ~$530B)
    Source: deep_research_enrichedconf 45%
  4. 2027-01-01 → 2030-12-31pendingCombined SpaceX-xAI-Tesla market value crosses $5T
    How: Aggregated market cap of SpaceX (post-IPO) + Tesla + Optimus (when separate) exceeds $5 trillion (currently SpaceX-xAI ~$1.25T + Tesla ~$1.58T = ~$2.83T as of Feb 2026)
    Source: deep_research_enrichedconf 40%
  5. 2028-01-01 → 2032-12-31pendingOptimus generates >$10B annual revenue
    How: Tesla 10-K segment reporting shows Optimus humanoid robot annual revenue exceeds $10B in any fiscal year
    Source: deep_research_enrichedconf 30%
  6. 2030-01-01 → 2036-12-31pendingFirst company in history reaches $10T market cap
    How: Any single publicly traded entity reaches $10T market capitalization (no precedent; required as midpoint to $100T thesis)
    Source: deep_research_enrichedconf 20%

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: 14%)

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
metadata_milestone_miss_sweep2026-07-03T22:12:25Z14.2%-27.7pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.290 blend=0.142 LLR=-0.569 κ=0.82 w_in=0.31 humanoid_commercial_volume
Raw metadata
{
  "trf": 0.9873808954026204,
  "kappa": 0.8214,
  "base_rate": 0.1,
  "predictor": "Dave Blundin",
  "total_llr": -0.6931471805599453,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.32579552277813323,
  "bayes_factor": "1.8:1 against",
  "blend_reason": "blend 30% inside / 69% outside (TRF=0.987, base_rate=0.100 from humanoid_commercial_volume)",
  "inside_prior": 0.4192639875127732,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.6931471805599453,
      "kind": "prereq",
      "kappa": 0.8214,
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "weight": 0.5,
      "strength": "moderate",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.5693510941119391,
      "expected_date": "2026-06-25",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3088333732181657,
  "outside_weight": 0.6911666267818344,
  "posterior_prob": 0.14244865343517077,
  "posterior_logit": -0.8951466168900724,
  "predictor_brier": 0.0491,
  "inside_posterior": 0.29004888930833356,
  "blended_posterior": 0.14244865343517077,
  "reference_class_id": "humanoid_commercial_volume",
  "total_adjusted_llr": -0.5693510941119391,
  "predictor_n_resolved": 9
}
LBP2026-05-17T02:00:01Z41.9%+1.7pp
Network propagation: 40.2% → 41.9%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z40.2%+3.4pp
Network propagation: 36.8% → 40.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z36.8%+6.5pp
Network propagation: 30.3% → 36.8%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z30.3%+11.8pp
Network propagation: 18.6% → 30.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z18.6%-12.2pp
reference_class_assigned bayesian_v2 inside=0.550 blend=0.186 w_in=0.30 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z30.8%+12.2pp
Network propagation: 18.6% → 30.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z18.6%-36.4pp
reference_class_assigned bayesian_v2 inside=0.550 blend=0.186 w_in=0.30 humanoid_commercial_volume

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
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.550+0.358
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.550+0.348
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.5500.050+0.334
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.550+0.333
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.5500.050+0.332

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_057
First person to arrive on moon/Mars will find bed made by OpDave Blundin
34.8%0.6000.050-0.155
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.150
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.149
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.141
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.137

Ticker exposure

40 ticker(s) linked

Beneficiaries (24)

APLDASMIYPLABEQIXASMLWULFNVDAALABMUIRENCRWVNBISSFTBYAMZNMETAMSFTSTXLNVGYDELLORCLAMTGOOGLAAPLIRM

Adverse (6)

IBMACNCHGGGENLRNWNS

Prerequisites (13)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
prereqS_ASI_SLOW_2040PLUSASI slow: post-2040 / soft takeoffasi_recursive_self_improvement
correlateS_IPO_TRILLION_2027First $1T+ IPO in 2027ipo_trillion_plus
correlateS_IPO_TRILLION_2026First $1T+ IPO in 2026ipo_trillion_plus
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereq232_057First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.Robotics
prereq242_023World will have 10x more wealth around 2034-2036Macro/Economy

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.714manifoldWhat will be the name of the combined SpaceX / Tesla company in 2028?mentionspending2026-06-28
0.703manifoldWill Elon Musk ever reach a net worth of 1.5 trillion?75%mentionspending2026-06-27
0.668polymarketWill Elon Musk buy OnlyFans?1%mentionspending2026-03-24
0.665manifoldWhat Happens First: James Bond actor officially announced or Elon Musk a trillionaire?mentionspending2026-06-01
0.665gdeltmentionspending2026-04-30
0.658manifoldElon musk net worth on the day of GTA VI releasementionspending2026-07-04
0.632edgar_8kVirgin Galactic Holdings, Inc (SPCE) (CIK 0001706946)mentionspending2026-06-10
0.632edgar_8kVirgin Galactic Holdings, Inc (SPCE) (CIK 0001706946)mentionspending2026-06-02
0.632edgar_8kVirgin Galactic Holdings, Inc (SPCE) (CIK 0001706946)mentionspending2026-06-15
0.632edgar_8kVirgin Galactic Holdings, Inc (SPCE) (CIK 0001706946)mentionspending2026-06-29

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$100 trillion",
  "url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
  "mode": "PREDICTION",
  "role": "Host",
  "caveats": "Conditional on Elon pulling it off",
  "context": "When are we going to see the first hundred trillion dollar company? These are it... No if he pulled if he pulls this off that's easily 100 trillion.",
  "verbatim": "No if he pulled if he pulls this off that's easily 100 trillion.",
  "conv_cues": "easily; if he pulls this off",
  "direction": "NUMERIC_TARGET",
  "timeframe": "Future",
  "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": -11,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": -10,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": -9,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": -8,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": "overdue",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null,
      "miss_emitted_at": "2026-07-03T22:12:25.328464+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: First $1T+ IPO in 2026",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "S_IPO_TRILLION_2026",
      "expected_date": "2026-11-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "SpaceX IPO completes at >$1.5T valuation",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://fortune.com/2026/02/02/elon-musk-spacex-xai-ipo-trillion/",
      "expected_date": "2027-04-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-08-01"
      },
      "measurement_criterion": "SpaceX completes initial public offering at $1.5T+ valuation per filed S-1 (filed for $1.75T IPO targeting late summer 2026)"
    },
    {
      "kind": "llm_post_event",
      "label": "Musk becomes first publicly disclosed trillionaire",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://www.cnbc.com
... (truncated)