$100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk)
Predictor: Elon Musk · ep#238 "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238" · source
Prediction text
$100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk) | we heard Elon say we're going to have hundred trillion dollar companies. And I can imagine that within five within five years. So three years from now. Yeah. I don't think it's gonna be unreasonable.
Watch events: Top market cap milestones: $10T single stock; $20T; $50T
Verbatim quote
we heard Elon say we're going to have hundred trillion dollar companies. And I can imagine that within five within five years. So three years from now. Yeah. I don't think it's gonna be unreasonable.
Resolution evidence
Same.
Predictor: Elon Musk
Calibration plot (stated vs observed)
Evidence about this node from Elon Musk 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: agi_breakthrough_5y
Major capability discontinuity (e.g. AGI by named target year, 5-year horizon)
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
- 2026-01-01 → 2026-11-30overdueTesla shareholder approval of $1T Musk pay package activates trillion-dollar Optimus tranchesHow: Tesla 8-K confirms shareholder approval of the Musk 12-tranche compensation package implying market cap of at least $8.5T to fully vest — proxy vote outcome filed with SECSource: llm_enrichedconf 70%
- 2026-06-01 → 2028-12-31pendingFirst $5T market-cap company (Nvidia, Apple, MSFT, or Saudi Aramco) confirmedHow: Any single publicly-traded company hits $5T market cap based on shares outstanding times closing price for at least 5 consecutive trading days — verifiable via Bloomberg, Refinitiv, or NYSE/NASDAQ daily closeSource: llm_enrichedconf 65%
- 2027-06-01 → 2030-06-30pendingFirst $10T market-cap company achievedHow: Any single publicly-traded company reaches $10T market cap for at least 5 consecutive trading days — verifiable via market cap data providersSource: llm_enrichedconf 40%
- 2030-09-15pendingFirst $100T company achieved (event resolves the prediction)How: Any publicly-traded company achieves $100T market cap based on shares outstanding times closing price for at least 5 consecutive trading days — primary measurement of predictionSource: llm_enrichedconf 5%
- 2030-01-01 → 2035-12-31pendingFirst $25-30T company (Musk's Tesla endgame valuation)How: Any single publicly-traded company reaches $25-30T market cap — Musk's stated Tesla endgame premised on Optimus + autonomySource: llm_enrichedconf 15%
- 2030-01-01 → 2035-12-31pendingGlobal GDP exceeds $200T nominal (denominator necessary for $100T company plausibility)How: World Bank or IMF reports global nominal GDP exceeding $200T in their World Economic Outlook database — for context, 2024 global GDP was ~$110TSource: llm_enrichedconf 40%
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
{
"trf": 1,
"kappa": 0.6875,
"base_rate": 0.2,
"predictor": "Elon Musk",
"total_llr": -0.6931471805599453,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.5297668183985578,
"bayes_factor": "1.6:1 against",
"blend_reason": "blend 30% inside / 70% outside (TRF=1.000, base_rate=0.200 from agi_breakthrough_5y)",
"inside_prior": 0.37057127558096514,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.6931471805599453,
"kind": "prereq",
"kappa": 0.6875,
"label": "By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.",
"weight": 0.5,
"strength": "moderate",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.4765386866349624,
"expected_date": "2026-06-26",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.3,
"outside_weight": 0.7,
"posterior_prob": 0.21886417673466999,
"posterior_logit": -1.0063055050335201,
"predictor_brier": 0.01417,
"inside_posterior": 0.26770349152768,
"blended_posterior": 0.21886417673466999,
"reference_class_id": "agi_breakthrough_5y",
"total_adjusted_llr": -0.4765386866349624,
"predictor_n_resolved": 3
}Raw metadata
{
"trf": 1,
"kappa": 0.6875,
"base_rate": 0.2,
"predictor": "Elon Musk",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.33463673512150355,
"bayes_factor": "1.2:1 against",
"blend_reason": "blend 30% inside / 70% outside (TRF=1.000, base_rate=0.200 from agi_breakthrough_5y)",
"inside_prior": 0.41711286362772865,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.48124999999999996,
"label": "Tesla shareholder approval of $1T Musk pay package activates trillion-dollar Optimus tranches",
"weight": 0.4,
"strength": "weak",
"confidence": 0.7,
"source_url": null,
"adjusted_llr": -0.19513008327705408,
"expected_date": "2026-06-16",
"measurement_criterion": "Tesla 8-K confirms shareholder approval of the Musk 12-tranche compensation package implying market cap of at least $8.5T to fully vest — proxy vote outcome filed with SEC"
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.3,
"outside_weight": 0.7,
"posterior_prob": 0.2442836424209671,
"posterior_logit": -0.5297668183985577,
"predictor_brier": 0.01417,
"inside_posterior": 0.37057127558096514,
"blended_posterior": 0.2442836424209671,
"reference_class_id": "agi_breakthrough_5y",
"total_adjusted_llr": -0.19513008327705408,
"predictor_n_resolved": 3
}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 | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.281 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.550 | +0.256 |
| prereq | 238_009 Recursive self-improvement is already happening now (no long — Alex Wissner-Gross | 78.1% | 0.550 | 0.050 | +0.217 |
| prereq | 235_038 David Sinclair begins partial epigenetic reprogramming trial — Peter Diamandis | 74.0% | 0.550 | 0.050 | +0.198 |
| prereq | 232_014 Recursive self-improvement is already here, not 12 months aw — Alex Wissner-Gross | 70.2% | 0.550 | 0.050 | +0.183 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 239_009 People will be on Mars within 10 years — Elon Musk | 30.9% | 0.550 | 0.050 | -0.105 |
| prereq | 232_047 Mass drivers on the moon will shoot AI satellites into deep — Elon Musk | 30.0% | 0.550 | 0.050 | -0.096 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.083 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 24.4% | 0.750 | 0.050 | +0.022 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 20.1% | 0.550 | 0.050 | +0.003 |
Ticker exposure
Beneficiaries (14)
Adverse (7)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 248_040 | Pausing AI will fail and only accelerate race dynamics. | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 235_038 | David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | Biotech/Longevity | — |
| prereq | 232_014 | Recursive self-improvement is already here, not 12 months away. | AI | — |
| prereq | CMQ_001 | By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks. | AI | — |
| 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 | SEM_034 | True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'. | AI/AGI | — |
| prereq | 239_008 | Moon base will exist in 10 years | Space | — |
| prereq | 239_009 | People will be on Mars within 10 years | Space | — |
| prereq | 232_047 | Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow. | Space | — |
Linked documents (10)
Raw metadata
{
"nia": false,
"qty": "$100 trillion",
"url": "https://www.youtube.com/watch?v=d__HRChE2ZE",
"mode": "CITED_PREDICTION",
"role": "Cited-Executive",
"context": "we heard Elon say we're going to have hundred trillion dollar companies. And I can imagine that within five within five years. Yeah. So that Yeah. So three years from now. Yeah. I don't think it's gonna be unreasonable.",
"to_year": 2031,
"cited_by": "Peter Diamandis",
"verbatim": "we heard Elon say we're going to have hundred trillion dollar companies. And I can imagine that within five within five years. So three years from now. Yeah. I don't think it's gonna be unreasonable.",
"conv_cues": "not unreasonable",
"direction": "NUMERIC_TARGET",
"from_year": 2029,
"timeframe": "5 years (by 2031) / Peter: 3 years (2029)",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
"weight": 0.5,
"ordinal": -8,
"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29",
"hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
},
{
"kind": "prereq",
"label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
"status": "hit",
"weight": 0.5,
"ordinal": -7,
"source_id": "235_038",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29",
"hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
},
{
"kind": "prereq",
"label": "Pausing AI will fail and only accelerate race dynamics.",
"status": "hit",
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"expected_date": "2026-04-29",
"observed_date": "2026-04-29",
"hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
},
{
"kind": "prereq",
"label": "Recursive self-improvement is already here, not 12 months away.",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"source_id": "232_014",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29",
"hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
},
{
"kind": "llm_pre_event",
"label": "Tesla shareholder approval of $1T Musk pay package activates trillion-dollar Optimus tranches",
"source": "llm_enriched",
"status": "overdue",
"weight": 0.4,
"ordinal": -4,
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"confidence": 0.7,
"expected_date": "2026-06-16",
"miss_emitted_at": "2026-06-24T22:13:32.859159+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "training",
"expected_date_range": {
"to": "2026-11-30",
"from": "2026-01-01"
},
"measurement_criterion": "Tesla 8-K confirms shareholder approval of the Musk 12-tranche compensation package implying market cap of at least $8.5T to fully vest — proxy vote outcome filed with SEC"
},
{
"kind": "prereq",
"label": "By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.",
"status": "overdue",
"weight": 0.5,
"ordinal": -3,
"source_id": "CMQ_001",
"expected_date": "2026-06-26",
"observed_date": null,
"miss_emitted_at": "2026-07-04T22:13:07.729158+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "llm_pre_event",
"label": "First $5T market-cap company (Nvidia, Apple, MSFT, or Saudi Aramco) confirmed",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.65,
"expected_date": "2027-09-16",
"research_origin": "training",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-06-01"
... (truncated)