Global economy will be 10x its current size in 10 years
Predictor: Elon Musk · ep#239 "Elon Musk: The Economy Will Be 10x the Size in 10 Years | #239" · source
Prediction text
Global economy will be 10x its current size in 10 years | I'd say the economy is 10 times the its current size in 10 years... I feel that's a 10x and roughly 10 years um I feel is a actually a fairly comfortable prediction
Verbatim quote
I'd say the economy is 10 times the its current size in 10 years... I feel that's a 10x and roughly 10 years um I feel is a actually a fairly comfortable prediction
Resolution evidence
Musk's 10x-in-10y call at Abundance Summit March 11 2026. Actual Q3 2025 US GDP growth: 4.3% annualized. Would require sustained 26% YoY compound growth — no precedent in peacetime, would require AGI-driven deflation. Musk's track record: dire macro predictions usually wrong (2023 recession call etc).
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-06-01 → 2030-12-31pendingUS labor productivity (BLS) prints >=5% YoY annual growthHow: BLS Productivity and Costs release shows nonfarm-business labor productivity >=5.0% YoY for any four-quarter trailing window (vs. ~1.5% historical norm)Source: BLS Productivity and Costs (PRS quarterly release)conf 35%
- 2026-06-01 → 2030-12-31pendingRecession or geopolitical shock removes Musk's 'absent World War III or similar disruption' caveat (negative trigger)How: NBER declares US recession OR major-power kinetic conflict (US-China, NATO-Russia direct) is publicly underway. Either invalidates the predicate condition Musk explicitly caveated; treat as miss-flag for the underlying prediction.Source: NBER Business Cycle Dating Committee; State Department conflict trackingconf 40%
- 2027-01-01 → 2032-12-31pendingWorld Bank or IMF reports a single-year world real GDP growth >=6%How: IMF World Economic Outlook or World Bank Global Economic Prospects publishes annual world real GDP growth >=6.0% for any single calendar year (vs. 3.0-3.2% baseline through 2030); 10x in 10 years requires sustained ~26% CAGR which is far above any IMF scenarioSource: IMF World Economic Outlook; AI Can Lift Global Growth (IMF F&D Mar 2026)conf 20%
- 2027-01-01 → 2032-12-31pendingAGI/ASI declared by a major AI lab and accepted by independent benchmark consortiumHow: OpenAI/Anthropic/DeepMind/xAI declares AGI achievement AND METR/ARC-AGI/Frontier Math/Humanity's Last Exam consortium publicly validates the claim with consensus benchmark passageSource: ARC-AGI-2 leaderboard; Frontier Math benchmark; METR evaluationsconf 30%
- 2028-01-01 → 2032-12-31pendingOptimus / Figure / Apptronik humanoid-robot annual production crosses 1 million units (any single manufacturer)How: Tesla, Figure, Apptronik, Boston Dynamics, or 1X reports annual humanoid-robot production >=1,000,000 units; required to underwrite 'tens of millions of robots per year' tail thesis (milestone -3 of original chain)Source: Tesla / Figure / Apptronik investor disclosures; SEC filingsconf 30%
- 2028-01-01 → 2034-12-31pendingGlobal services-export prices collapse >=40% as AI knowledge-work substitution scalesHow: WTO or UNCTAD trade-in-services price index declines >=40% over a 24-month rolling window for the digitally-deliverable services category (BPO, IT, professional services)Source: WTO Trade in Services Statistics; UNCTAD Services Trade Indexconf 25%
No downstream cascades — this prediction is a leaf in the dependency graph.
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
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 | 230_022 Elon plans to produce tens of millions of robots per year in — Elon Musk | 30.7% | 0.600 | 0.050 | -0.162 |
| killer | TK10 $100T Sovereign Debt Crisis | 12.0% | 0.050 | 0.600 | +0.157 |
| prereq | SEM_039 Block unveiled proprietary Bitcoin mining ASIC at 709 Teraha — Jack Dorsey | 82.8% | 0.600 | 0.050 | +0.124 |
| killer | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | 18.0% | 0.050 | 0.600 | +0.124 |
| prereq | 233_021 AI learning will improve via closed-loop reinforcement learn — Joe Liemandt | 38.7% | 0.600 | 0.050 | -0.121 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (7)
Prerequisites (33)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_039 | Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory. | Semis/ASICs | — |
| prereq | SEM_048 | OpenAI restructured into a $500 billion colossus by removing profit caps for investors (to support Stargate chip acquisition). | AI/Corporate | — |
| prereq | 238_010 | AI takeoff/inflection is happening now | AI | — |
| prereq | SEM_006 | OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition and facility construction. | AI/Finance | — |
| prereq | SEM_046 | AI startups are scaling incredibly fast with significantly less capital — barrier to entry for complex software approaching zero. | AI/Startups | — |
| prereq | SEM_045 | Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forcing total organizational transformations. | Economy/Org | — |
| prereq | 236_018 | UBI/stimulus needed in 1-3 year timeframe, UBS in 3-8 years | Macro/Economy | — |
| prereq | 239_003 | We are currently in AI hard takeoff | AI | — |
| prereq | 241_022 | Data center buildout is ~1% of US GDP growth | Macro/Economy | — |
| prereq | 247_015 | Government will print UBI checks in next 2-5 years due to AI turbulence | Macro/Economy | — |
| prereq | 241_038 | Chinese AI strategy is edge computing focused vs US AGI/ASI centered | AI | — |
| prereq | 240_042 | Economy will be 10x larger in 10 years (Elon's number) | Macro/Economy | — |
| prereq | SEM_030 | S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap). | Capital Markets | — |
| prereq | 230_009 | US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. | Macro/Economy | — |
| prereq | 238_068 | Mark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod) | Macro/Economy | — |
| prereq | 241_025 | Elon Musk predicts launch per hour cadence to populate satellite constellations | Space | — |
| prereq | 241_057 | Elon Musk believes robot building robot is imminent | Robotics | — |
| prereq | 247_036 | Google's Q-Day for quantum breaking RSA moved up to 2029 | AI | — |
| prereq | SEM_040 | Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10x to 30x in performance. | Finance/Crypto | — |
| prereq | 237_023 | Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time. | AI | — |
| prereq | 236_045 | Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028 | Geopolitics | — |
| prereq | 239_004 | xAI/Grok will catch up and exceed competitors on coding by mid-2026 | AI | — |
| prereq | 232_022 | Triple-digit GDP growth is possible in the next 5 years due to AI. | Macro/Economy | — |
| prereq | 239_002 | AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest | AI | — |
| prereq | 233_021 | AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. | AI | — |
| prereq | 230_022 | Elon plans to produce tens of millions of robots per year in just a few years. | Robotics | — |
| correlate | S_RECESSION_2028 | NBER recession declared 2028 | macro_recession | — |
| correlate | S_RECESSION_2027 | NBER recession declared 2027 | macro_recession | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK04 | Macro Recession 2026-27 (Structural Deleveraging) | — | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK07 | Labor Political Backlash (UBI Mandate / AI Tax) | — | — |
| killer | TK10 | $100T Sovereign Debt Crisis | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.635 | manifold | Will China Collapse before 2035? (GDP down 20%) | 38% | mentions | pending | 2026-04-26 |
Raw metadata
{
"nia": false,
"qty": "10x current economy size",
"url": "https://www.youtube.com/watch?v=N5KCm_55xeQ",
"mode": "PREDICTION",
"role": "Guest-CEO",
"caveats": "Absent World War III or similar disruption",
"context": "I'd say the economy is 10 times the its current size in 10 years... in the absence of World War II, if current trends continue, I would say the the economy 10xes in 10 years.",
"to_year": 2036,
"verbatim": "I'd say the economy is 10 times the its current size in 10 years... I feel that's a 10x and roughly 10 years um I feel is a actually a fairly comfortable prediction",
"conv_cues": "fairly comfortable prediction; if current trends continue",
"direction": "NUMERIC_TARGET",
"from_year": 2036,
"timeframe": "by 2036",
"conv_level": "HIGH",
"milestones": [
{
"kind": "scenario_signal",
"label": "Scenario fires: NBER recession declared 2027",
"status": "pending",
"weight": 0.05,
"ordinal": -14,
"source_id": "S_RECESSION_2027",
"expected_date": "2027-12-31",
"observed_date": null
},
{
"kind": "prereq",
"label": "Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028",
"status": "pending",
"weight": 0.5,
"ordinal": -13,
"source_id": "236_045",
"expected_date": "2028-06-16",
"observed_date": null
},
{
"kind": "prereq",
"label": "AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing.",
"status": "pending",
"weight": 0.5,
"ordinal": -12,
"source_id": "233_021",
"expected_date": "2028-06-22",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "US labor productivity (BLS) prints >=5% YoY annual growth",
"source": "BLS Productivity and Costs (PRS quarterly release)",
"status": "pending",
"weight": 0.4,
"ordinal": -11,
"source_id": null,
"confidence": 0.35,
"expected_date": "2028-09-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2030-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "BLS Productivity and Costs release shows nonfarm-business labor productivity >=5.0% YoY for any four-quarter trailing window (vs. ~1.5% historical norm)"
},
{
"kind": "llm_post_event",
"label": "Recession or geopolitical shock removes Musk's 'absent World War III or similar disruption' caveat (negative trigger)",
"source": "NBER Business Cycle Dating Committee; State Department conflict tracking",
"status": "pending",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.4,
"expected_date": "2028-09-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2030-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "NBER declares US recession OR major-power kinetic conflict (US-China, NATO-Russia direct) is publicly underway. Either invalidates the predicate condition Musk explicitly caveated; treat as miss-flag for the underlying prediction."
},
{
"kind": "scenario_signal",
"label": "Scenario fires: NBER recession declared 2028",
"status": "pending",
"weight": 0.05,
"ordinal": -9,
"source_id": "S_RECESSION_2028",
"expected_date": "2028-12-31",
"observed_date": null
},
{
"kind": "prereq",
"label": "Triple-digit GDP growth is possible in the next 5 years due to AI.",
"status": "pending",
"weight": 0.5,
"ordinal": -8,
"source_id": "232_022",
"expected_date": "2029-11-01",
"observed_date": null
},
{
"kind": "prereq",
"label": "Elon plans to produce tens of millions of robots per year in just a few years.",
"status": "pending",
"weight": 0.5,
"ordinal": -7,
"sour
... (truncated)