US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Predictor: Eric Schmidt · ep#238 "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238" · source
Prediction text
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt) | we are going to lose to China if we don't find 100 gigawatts of power and then on the stage here yesterday it's like hey what do you know we're we're tracking to find the hundred billion
Verbatim quote
we are going to lose to China if we don't find 100 gigawatts of power and then on the stage here yesterday it's like hey what do you know we're we're tracking to find the hundred billion
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: energy_grid_rebuild_5y
Major grid expansion (>50GW) within 5y of announce
Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.
Probability over time
Milestone chain
- 2026-06-01 → 2028-12-31pendingFERC / DoE expedited interconnection executive action triggers >20 GW pipeline accelerationHow: Executive order or FERC rulemaking explicitly cites AI competitiveness, expedites interconnection queue for >20 GW of co-located generation+data-center projectsSource: deep_research_enrichedconf 65%
- 2027-12-31pendingSchmidt 29 GW Phase 1 milestone met (2027 incremental data-center power add)How: EIA / FERC interconnection report confirms cumulative 2025-2027 data-center power additions reach 29 GW, validating Schmidt's testimony to CongressSource: deep_research_enrichedconf 70%
- 2027-01-01 → 2030-12-31pendingChina crosses parity or exceeds US in operational AI compute capacityHow: Open-source intel (CSIS, Epoch, RAND) documents China's installed AI-dedicated compute exceeding US installed base, validating the 'lose to China' framing if US fails to deploy 100 GWSource: deep_research_enrichedconf 50%
- 2027-06-01 → 2030-12-31pendingNuclear restart / SMR program adds first GW of dedicated AI-data-center capacityHow: Three Mile Island, Palisades, or first commercial SMR (NuScale, X-energy, Kairos) returns to grid with PPA explicitly directing baseload to data-center customer (OpenAI/Microsoft/Amazon)Source: deep_research_enrichedconf 70%
- 2029-06-01 → 2030-12-31pendingCumulative US data-center capacity reaches 100 GW operationalHow: EIA / Rigzone / WRI aggregate dashboards show installed US data-center power capacity >=100 GW operational, matching Schmidt's 100 GW national-security thresholdSource: deep_research_enrichedconf 65%
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 | S_GRID_50GW_DELAYED 50GW grid expansion delayed past 2031 | 10.0% | 0.600 | 0.050 | -0.341 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.600 | +0.110 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.099 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.072 |
| killer | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | 20.0% | 0.050 | 0.600 | +0.044 |
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 | -0.043 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.035 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.030 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | -0.019 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.018 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (10)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| 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 | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | 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 | — |
| prereq | S_GRID_50GW_DELAYED | 50GW grid expansion delayed past 2031 | energy_grid_expansion | — |
| 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) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
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 (10)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.613 | gdelt | — | mentions | pending | 2026-04-30 | |
| 0.608 | polymarket | Xi Jinping out before 2027? | 7% | mentions | pending | 2025-07-03 |
| 0.607 | manifold | Xi JinPing visits USA before July 31? | 9% | mentions | pending | 2026-05-13 |
| 0.604 | gdelt | us lawmakers warn china top space rival race moon intensifies | — | mentions | pending | 2026-04-30 |
| 0.604 | manifold | Xi JinPing visits USA before Sep 30? | 82% | mentions | pending | 2026-05-13 |
| 0.602 | polymarket | Xi Jinping out by June 30? | 1% | mentions | pending | 2025-12-17 |
| 0.599 | manifold | Will a former pornstar become US president before China overtakes the US in GDP? | 7% | mentions | pending | 2026-04-29 |
| 0.599 | manifold | USA stage of elimination at fifa World Cup? | — | mentions | pending | 2026-05-16 |
| 0.598 | polymarket | Will Trump say "Iran" during events with Xi Jinping? | 38% | mentions | pending | 2026-05-04 |
| 0.598 | polymarket | Will the Iranian regime survive U.S. military strikes? | 98% | mentions | pending | 2026-01-13 |
Raw metadata
{
"nia": false,
"qty": "100 GW",
"url": "https://www.youtube.com/watch?v=d__HRChE2ZE",
"mode": "CITED_PREDICTION",
"role": "Cited-Executive",
"caveats": "conditional",
"context": "this came up with Eric Schmidt too. I remember we interviewed him last summer at your place and uh he said we are going to lose to China if we don't find 100 gigawatts of power and then on the stage here yesterday it's like hey what do you know we're we're tracking to find the hundred billion all we did is we deregulated put it in the hands of the companies.",
"cited_by": "Dave Blundin",
"verbatim": "we are going to lose to China if we don't find 100 gigawatts of power and then on the stage here yesterday it's like hey what do you know we're we're tracking to find the hundred billion",
"conv_cues": "going to lose if we don't",
"direction": "NUMERIC_TARGET",
"timeframe": "Ongoing",
"conv_level": "HIGH",
"milestones": [
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
"status": "hit",
"weight": 0.5,
"ordinal": -10,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
"status": "hit",
"weight": 0.5,
"ordinal": -9,
"source_id": "SEM_008",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
"status": "hit",
"weight": 0.5,
"ordinal": -8,
"source_id": "SEM_042",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
"weight": 0.5,
"ordinal": -7,
"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "235_038",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "FERC / DoE expedited interconnection executive action triggers >20 GW pipeline acceleration",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.65,
"source_url": "https://www.belfercenter.org/research-analysis/ai-data-centers-us-electric-grid",
"expected_date": "2027-09-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Executive order or FERC rulemaking explicitly cites AI competitiveness, expedites interconnection queue for >20 GW of co-located generation+data-center projects"
},
{
"kind": "llm_pre_event",
"label": "Schmidt 29 GW Phase 1 milestone met (2027 incremental data-center power add)",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.7,
"source_url": "https://futurism.com/google-ceo-congress-electricity-ai-superintelligence",
"expected_date": "2027-12-31",
"research_origin": "deep_research",
"measurement_criterion": "EIA / FERC interconnection report confirms cumulative 2025-2027 data-center power additions reach 29 GW, validating Schmidt's testimony to Congress"
},
{
"ki
... (truncated)