10% of US electricity will be used by data centers
Predictor: Eric Schmidt · ep#241 "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage" · source
Prediction text
10% of US electricity will be used by data centers | the current estimate of electricity use um in America is that electricity the 10% of the electricity in the United States will be used in the data centers
Verbatim quote
the current estimate of electricity use um in America is that electricity the 10% of the electricity in the United States will be used in the data centers
Predictor: Eric Schmidt
Calibration plot (stated vs observed)
Evidence about this node from Eric Schmidt 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
- 2025-12-31hitData center share of US power: 4.4% (2023 baseline) → projected 12% by 2028How: EIA / DOE / LBL publishes US data center electricity share trajectory: 4.4% in 2023, ~12% by 2028Source: EIA Annual Energy Outlook 2026 + LBL data center energy reportconf 95%Notes: Schmidt's '10%' framing is consistent with the EIA mid-trajectory point — falls between 4.4% baseline and 12% terminal.
- 2026-01-13hitEIA forecasts strongest 4-year US electricity demand growth since 2000, fueled by data centersHow: EIA Short-Term Energy Outlook publishes formal forecast of strongest 4-year electricity demand growth since 2000, with data centers as primary driverSource: https://www.eia.gov/pressroom/releases/press582.phpconf 99%
- 2026-04-08hitEIA AEO 2026 confirms data centers as dominant driver of long-term US electricity growthHow: EIA Annual Energy Outlook 2026 (published April 8 2026) explicitly identifies data centers as dominant load growth driver through 2050Source: https://www.eia.gov/pressroom/releases/press587.phpconf 99%
- 2026-12-01 → 2027-12-31pendingUS data center power consumption surpasses 200 TWh in calendar yearHow: EIA / DOE / LBL annual data center electricity report shows >200 TWh annual consumption (≈5% of US generation)Source: https://www.datacenterdynamics.com/en/news/eia-projects-record-us-data-center-power-use-amid-ai-and-crypto-boom/conf 85%
- 2027-06-01 → 2028-12-31pendingUS data center electricity share crosses 10% threshold (Schmidt's exact target)How: EIA / DOE annual report shows data center share of US generation ≥10% in any calendar yearSource: EIA AEO updates, LBL Berkeley Lab annual data center reportsconf 70%Notes: Cascade — direct resolution of Schmidt's prediction. EIA mid-trajectory consistent with 2027-2028 crossing.
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 | 0.600 | -0.087 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.051 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.600 | 0.050 | -0.044 |
| prereq | 235_038 David Sinclair begins partial epigenetic reprogramming trial — Peter Diamandis | 74.0% | 0.600 | 0.050 | -0.041 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.600 | 0.050 | -0.036 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.014 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | +0.006 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | +0.005 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.002 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.000 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (11)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| 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 | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| correlate | S_GRID_50GW_2027 | 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | — |
| correlate | S_COMPUTE_10GW_2028 | Compute: 10GW total by Dec 2028 | compute_scale | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| 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 | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| 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 | — |
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.804 | manifold | Will data centers consume more than 10% of US electricity usage by EOY 2028? | 65% | mentions | pending | 2026-05-28 |
| 0.533 | edgar_8k | PLUG POWER INC (PLUG) (CIK 0001093691) | — | mentions | pending | 2026-05-11 |
| 0.533 | edgar_8k | PLUG POWER INC (PLUG) (CIK 0001093691) | — | mentions | pending | 2026-06-04 |
Raw metadata
{
"nia": false,
"qty": "10% of US electricity",
"url": "https://www.youtube.com/watch?v=DpwmmXmzvfo",
"mode": "FORECAST",
"role": "Guest-CEO",
"context": "10% of the electricity in the United States will be used in the data centers",
"to_year": 2030,
"verbatim": "the current estimate of electricity use um in America is that electricity the 10% of the electricity in the United States will be used in the data centers",
"conv_cues": "current estimate",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "near-term",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Data center share of US power: 4.4% (2023 baseline) → projected 12% by 2028",
"notes": "Schmidt's '10%' framing is consistent with the EIA mid-trajectory point — falls between 4.4% baseline and 12% terminal.",
"source": "EIA Annual Energy Outlook 2026 + LBL data center energy report",
"status": "hit",
"weight": 0.4,
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"source_url": "https://www.eia.gov/outlooks/aeo/",
"expected_date": "2025-12-31",
"observed_date": "2025-12-31",
"research_origin": "deep_research",
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},
{
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"ex
... (truncated)