← Cockpit
239_001predictionMacro/Economyeconomy

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

Prior probability
60.0%
Current probability
37.7%
evolves via intake + LBP
Conviction
4/5
Signal quality
A
Resolution
pending
Window
2036-01-01 – 2036-12-31
Edges in / out
33 / 0
Tickers exposed
31

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

From episode "Elon Musk: The Economy Will Be 10x the Size in 10 Years | #239"
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

Status: pending

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

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0142
excellent
Hits / Misses
1 / 0
of 3 resolved
Hit rate
33.3%
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

Not linked

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

Probability over time

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 37.7%

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: 14 pending
  1. 2027-12-31pendingScenario fires: NBER recession declared 2027
  2. 2026-06-01 → 2030-12-31pendingUS labor productivity (BLS) prints >=5% YoY annual growth
    How: 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%
  3. 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%
  4. 2028-12-31pendingScenario fires: NBER recession declared 2028
  5. 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 scenario
    Source: IMF World Economic Outlook; AI Can Lift Global Growth (IMF F&D Mar 2026)conf 20%
  6. 2027-01-01 → 2032-12-31pendingAGI/ASI declared by a major AI lab and accepted by independent benchmark consortium
    How: 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 passage
    Source: ARC-AGI-2 leaderboard; Frontier Math benchmark; METR evaluationsconf 30%
  7. 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%
  8. 2028-01-01 → 2034-12-31pendingGlobal services-export prices collapse >=40% as AI knowledge-work substitution scales
    How: 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?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 38%)

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
LBP2026-05-10T02:00:02Z37.7%-1.8pp
Network propagation: 39.5% → 37.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z39.5%-3.4pp
Network propagation: 42.9% → 39.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z42.9%-5.6pp
Network propagation: 48.6% → 42.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z48.6%-11.4pp
Network propagation: 60.0% → 48.6%
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
prereq230_022
Elon plans to produce tens of millions of robots per year inElon Musk
30.7%0.6000.050-0.162
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.600+0.157
prereqSEM_039
Block unveiled proprietary Bitcoin mining ASIC at 709 TerahaJack Dorsey
82.8%0.6000.050+0.124
killerTK07
Labor Political Backlash (UBI Mandate / AI Tax)
18.0%0.0500.600+0.124
prereq233_021
AI learning will improve via closed-loop reinforcement learnJoe Liemandt
38.7%0.6000.050-0.121

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (23)

UDMYBBAISRFMSOUNNVDACOURCRCLDOCNAIADUSGTLBZMAMZNGDDYGOOGLIBMMETAMSFTNFLXORCLRDDTSPOTUBER

Adverse (7)

KKRJNKAPOHYGKREXLYXHB

Prerequisites (33)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_039Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory.Semis/ASICs
prereqSEM_048OpenAI restructured into a $500 billion colossus by removing profit caps for investors (to support Stargate chip acquisition).AI/Corporate
prereq238_010AI takeoff/inflection is happening nowAI
prereqSEM_006OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition and facility construction.AI/Finance
prereqSEM_046AI startups are scaling incredibly fast with significantly less capital — barrier to entry for complex software approaching zero.AI/Startups
prereqSEM_045Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forcing total organizational transformations.Economy/Org
prereq236_018UBI/stimulus needed in 1-3 year timeframe, UBS in 3-8 yearsMacro/Economy
prereq239_003We are currently in AI hard takeoffAI
prereq241_022Data center buildout is ~1% of US GDP growthMacro/Economy
prereq247_015Government will print UBI checks in next 2-5 years due to AI turbulenceMacro/Economy
prereq241_038Chinese AI strategy is edge computing focused vs US AGI/ASI centeredAI
prereq240_042Economy will be 10x larger in 10 years (Elon's number)Macro/Economy
prereqSEM_030S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).Capital Markets
prereq230_009US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk.Macro/Economy
prereq238_068Mark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod)Macro/Economy
prereq241_025Elon Musk predicts launch per hour cadence to populate satellite constellationsSpace
prereq241_057Elon Musk believes robot building robot is imminentRobotics
prereq247_036Google's Q-Day for quantum breaking RSA moved up to 2029AI
prereqSEM_040Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10x to 30x in performance.Finance/Crypto
prereq237_023Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time.AI
prereq236_045Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028Geopolitics
prereq239_004xAI/Grok will catch up and exceed competitors on coding by mid-2026AI
prereq232_022Triple-digit GDP growth is possible in the next 5 years due to AI.Macro/Economy
prereq239_002AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latestAI
prereq233_021AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing.AI
prereq230_022Elon plans to produce tens of millions of robots per year in just a few years.Robotics
correlateS_RECESSION_2028NBER recession declared 2028macro_recession
correlateS_RECESSION_2027NBER recession declared 2027macro_recession
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)
killerTK10$100T Sovereign Debt Crisis

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.635manifoldWill China Collapse before 2035? (GDP down 20%)38%mentionspending2026-04-26

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "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)