Triple-digit GDP growth is possible in the next 5 years due to AI.
Predictor: Ben Horowitz · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source
Prediction text
Triple-digit GDP growth is possible in the next 5 years due to AI. | the potential for you know a a tripledigit GDP growth in the next 5 years. Have you seen those predictions on GDP growth Ben? What do you think of them? I mean it does feel very possible.
Verbatim quote
the potential for you know a a tripledigit GDP growth in the next 5 years. Have you seen those predictions on GDP growth Ben? What do you think of them? I mean it does feel very possible.
Predictor: Ben Horowitz
Evidence about this node from Ben Horowitz 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
- 2026-12-17pendingQ1 window check-in (25%)
- 2026-04-01 → 2027-12-31pendingAnnual US GDP growth crosses 5% for first time since pandemic (vs ~2-3% baseline)How: BEA quarterly GDP release shows full-year US real GDP growth >= 5% (signal of AI productivity dividend)Source: deep_research_enrichedconf 32%
- 2027-12-02pendingQ2 window check-in (50%)
- 2027-01-01 → 2029-12-31pendingGlobal GDP growth crosses 5% (well above 3% trend)How: IMF World Economic Outlook prints annual global real GDP growth >= 5% for any year in windowSource: deep_research_enrichedconf 25%
- 2028-11-16pendingQ3 window check-in (75%)
- 2027-01-01 → 2030-12-31pendingProductivity (TFP) growth in US rises to >= 3% annually (vs ~1% historical)How: BLS multifactor productivity release shows US TFP growth >= 3% per year, sustained for 4+ quartersSource: deep_research_enrichedconf 30%
- 2027-06-01 → 2030-12-31pendingSingle year shows >= 10% real GDP growth in any G20 economy primarily attributed to AIHow: World Bank/IMF report attributes >= 10% annual GDP growth in any G20 nation primarily to AI-driven productivity gainsSource: deep_research_enrichedconf 18%
- 2030-01-01 → 2031-12-31pendingTriple-digit (>= 100%) annual GDP growth at country or global level (Horowitz claim)How: Any IMF/World Bank/BEA data series shows >= 100% YoY real GDP growth at national or global levelSource: deep_research_enrichedconf 5%
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 |
|---|---|---|---|---|---|
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.500 | -0.053 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.500 | -0.030 |
| killer | TK10 $100T Sovereign Debt Crisis | 12.0% | 0.050 | 0.500 | +0.028 |
| killer | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | 20.0% | 0.050 | 0.500 | -0.008 |
| killer | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | 18.0% | 0.050 | 0.500 | +0.001 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_003 Global economy will grow 10x in 10 years (cited from Elon Mu — Elon Musk | 37.3% | 0.550 | 0.050 | -0.117 |
| prereq | 248_009 Elon Musk's economy will grow 10x in about 10 years. — Elon Musk | 37.3% | 0.550 | 0.050 | -0.117 |
| prereq | 230_035 GDP will 2x or 3x year-over-year in early 2030s if everythin — Alex Wissner-Gross | 32.0% | 0.450 | 0.050 | -0.106 |
| prereq | 239_027 Diamandis cites Musk: triple-digit GDP growth in 5+ years — Elon Musk | 34.0% | 0.500 | 0.050 | -0.105 |
| prereq | 239_001 Global economy will be 10x its current size in 10 years — Elon Musk | 37.7% | 0.600 | 0.050 | -0.101 |
Ticker exposure
Beneficiaries (23)
Adverse (7)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_NO_RECESSION_5Y | No NBER recession through 2031 | 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 (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 239_001 | Global economy will be 10x its current size in 10 years | Macro/Economy | — |
| prereq | 246_003 | Global economy will grow 10x in 10 years (cited from Elon Musk). | Macro/Economy | — |
| prereq | 248_009 | Elon Musk's economy will grow 10x in about 10 years. | Macro/Economy | — |
| prereq | 239_027 | Diamandis cites Musk: triple-digit GDP growth in 5+ years | Macro/Economy | — |
| prereq | 230_035 | GDP will 2x or 3x year-over-year in early 2030s if everything goes well. | Macro/Economy | — |
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.623 | manifold | Will Mexico's real GDP grow by at least 1.4% in 2026? | 69% | mentions | pending | 2026-05-01 |
| 0.617 | manifold | Will Vietnam's real GDP grow by at least 12% in 2026 | 12% | mentions | pending | 2026-06-02 |
| 0.553 | manifold | Will this party win the next UK general election? × Will the UK apply to join the EU in the five years after? | — | mentions | pending | 2026-04-26 |
Raw metadata
{
"nia": false,
"qty": "triple-digit GDP growth",
"url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
"mode": "FORECAST",
"role": "Guest-VC",
"caveats": "Ben hedges on the timing ('when it kicks in')",
"context": "the potential for you know a a tripledigit GDP growth in the next 5 years. Have you seen those predictions on GDP growth Ben? What do you think of them? I mean it does feel very possible. ... so that doesn't seem outrageous to me as a as a GDB prediction. Now when it kicks in um and there's always a difference between when the technology is ready and how fast it's adopted.",
"to_year": 2031,
"verbatim": "the potential for you know a a tripledigit GDP growth in the next 5 years. Have you seen those predictions on GDP growth Ben? What do you think of them? I mean it does feel very possible.",
"conv_cues": "feel very possible; doesn't seem outrageous",
"direction": "UP",
"from_year": 2026,
"timeframe": "next 5 years",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "quartile_checkpoint",
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"weight": 0.05,
"ordinal": -7,
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"expected_date": "2026-12-17",
"observed_date": null
},
{
"kind": "llm_pre_event",
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"weight": 0.4,
"ordinal": -6,
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"confidence": 0.32,
"source_url": "https://www.piie.com/research/piie-charts/2025/most-large-advanced-economies-face-slower-gdp-growth-next-year-while",
"expected_date": "2027-02-14",
"research_origin": "deep_research",
"expected_date_range": {
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"source_url": "https://www.federalreserve.gov/econres/notes/feds-notes/india-and-the-global-economy-20260408.html",
"expected_date": "2028-07-01",
"research_origin": "deep_research",
"expected_date_range": {
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},
{
"kind": "llm_pre_event",
"label": "Productivity (TFP) growth in US rises to >= 3% annually (vs ~1% historical)",
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"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.3,
"source_url": "https://www.piie.com/research/piie-charts/2025/most-large-advanced-economies-face-slower-gdp-growth-next-year-while",
"expected_date": "2028-12-31",
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"expected_date_range": {
"to": "2030-12-31",
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},
"measurement_criterion": "BLS multifactor productivity release shows US TFP growth >= 3% per year, sustained for 4+ quarters"
},
{
"kind": "llm_pr
... (truncated)