The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).
Predictor: Mark Cuban
Prediction text
The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+). | Musk ecosystem merger + market re-rating
Key catalyst: Musk ecosystem merger + market re-rating
Watch events: Musk/Ellison/Huang/Zuckerberg net-worth milestones; concentrated wealth policy responses
Resolution evidence
Top personal wealth mid-2025: Musk ~$500B, Ellison ~$250B. Musk's Tesla+SpaceX+xAI could plausibly reach $1T personal wealth by 2028-2030 if merged ecosystem executes.
Predictor: Mark Cuban
Evidence about this node from Mark Cuban 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
- 2027-09-27pendingQ1 window check-in (25%)
- 2029-06-22pendingQ2 window check-in (50%)
- 2031-03-18pendingQ3 window check-in (75%)
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 |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.350 | -0.055 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.350 | -0.040 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.350 | +0.026 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.350 | -0.025 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.350 | +0.014 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (5)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_HUMANOID_CONSUMER_2030 | Humanoid R3: 1M+ consumer by Nov 2030 | humanoid_deployment | — |
| correlate | S_COMPUTE_100GW_2030 | Compute: 100GW national-scale by Dec 2030 | compute_scale | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK04 | Macro Recession 2026-27 (Structural Deleveraging) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (10)
Raw metadata
{
"nia": false,
"qty": "first trillionaire",
"mode": "PREDICTION",
"role": "Cited-Executive",
"context": "Cuban predicts AI+hardware infrastructure wealth generation will create world's first trillionaire — echoed by Huang's $500T global GDP framing.",
"to_year": 2035,
"conv_cues": "will eventually create",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "2026+",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2027-09-27",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2029-06-22",
"observed_date": null
},
{
"kind": "scenario_signal",
"label": "Scenario fires: Humanoid R3: 1M+ consumer by Nov 2030",
"status": "pending",
"weight": 0.3,
"ordinal": -3,
"source_id": "S_HUMANOID_CONSUMER_2030",
"expected_date": "2030-11-30",
"observed_date": null
},
{
"kind": "scenario_signal",
"label": "Scenario fires: Compute: 100GW national-scale by Dec 2030",
"status": "pending",
"weight": 0.7,
"ordinal": -2,
"source_id": "S_COMPUTE_100GW_2030",
"expected_date": "2030-12-31",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2031-03-18",
"observed_date": null
},
{
"kind": "event",
"label": "The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "SEM_009",
"expected_date": "2032-12-12",
"observed_date": null
}
],
"repeat_eps": 1,
"affiliation": "Independent investor",
"attribution": "FIRST_PERSON",
"granularity": "YEAR_RANGE",
"source_refs": "8",
"target_date": "2030-06-15",
"display_date": "2032-12-12",
"episode_date": "2026-04-21T00:00:00",
"key_catalyst": "Musk ecosystem merger + market re-rating",
"parse_method": "YEAR_RANGE midpoint",
"domain_bucket": "Labor",
"episode_title": "Forecasts and Strategic Vectors in the Global Semiconductor and Compute Manufacturing Ecosystem (2023-2026)",
"fault_line_id": "F001, F002, F005",
"flag_repeated": false,
"in_5yr_window": true,
"source_report": "Semiconductor_Prediction_Research_Plan.md (2026-04-21)",
"appears_in_eps": "SEM-RPT",
"consensus_size": 9,
"futurist_phase": "Phase 2-3 (2028-2031)",
"is_macro_claim": true,
"macro_span_end": "2031-03",
"total_mentions": 1,
"priority_weight": 3,
"ps_cluster_tags": [
"C10",
"C5",
"C6",
"C8"
],
"report_evidence": "First-trillionaire thesis aligns with Diamandis $100T company and SpaceX/xAI/Tesla merger predictions.",
"active_end_month": "2031-03",
"macro_span_start": "2026-04",
"recent_statement": "IndexBox markets blog citation of Cuban's AI-trillionaire forecast.",
"watch_events_raw": "Musk/Ellison/Huang/Zuckerberg net-worth milestones; concentrated wealth policy responses",
"cluster_avg_grade": 4.57,
"months_from_today": 50,
"probability_layer": "Medium",
"repeat_cluster_id": "C006",
"active_start_month": "2026-04",
"flag_nia_bracketed": false,
"track_record_grade": "B",
"track_record_notes": "Cuban's tech-wealth projections often accurate directionally but late on timing.",
"contradicting_notes": "No individual has crossed $1T; concentrated wealth at this scale would trigger unprecedented political/regulatory responses.",
"flag_near_term_2027": false,
"flag_high_convictio
... (truncated)