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238_048predictionGeopoliticsAI-timing

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

Prior probability
60.0%
Current probability
44.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2032-11-30
Edges in / out
10 / 5
Tickers exposed
33

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

From episode "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238"
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

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0064
excellent
Hits / Misses
3 / 0
of 3 resolved
Hit rate
100.0%
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

Linked via embedding similarity 0.584

Major grid expansion (>50GW) within 5y of announce

Base rate
50.0%
3/6 historical
Inside weight
Outside weight
no pull
inside 44.6% → blend 44.6% 0.0pp)

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

5 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 44.6%

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: 5 fired ✓ · 5 pending
  1. 2026-06-01 → 2028-12-31pendingFERC / DoE expedited interconnection executive action triggers >20 GW pipeline acceleration
    How: Executive order or FERC rulemaking explicitly cites AI competitiveness, expedites interconnection queue for >20 GW of co-located generation+data-center projects
    Source: deep_research_enrichedconf 65%
  2. 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 Congress
    Source: deep_research_enrichedconf 70%
  3. 2027-01-01 → 2030-12-31pendingChina crosses parity or exceeds US in operational AI compute capacity
    How: 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 GW
    Source: deep_research_enrichedconf 50%
  4. 2027-06-01 → 2030-12-31pendingNuclear restart / SMR program adds first GW of dedicated AI-data-center capacity
    How: 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%
  5. 2029-06-01 → 2030-12-31pendingCumulative US data-center capacity reaches 100 GW operational
    How: EIA / Rigzone / WRI aggregate dashboards show installed US data-center power capacity >=100 GW operational, matching Schmidt's 100 GW national-security threshold
    Source: deep_research_enrichedconf 65%
  6. 2036-09-06pendingMoon base will exist in 10 years

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: 45%)

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
LBP2026-05-17T02:00:01Z44.6%-1.4pp
Network propagation: 45.9% → 44.6%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z45.9%-2.5pp
Network propagation: 48.4% → 45.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z48.4%-4.6pp
Network propagation: 53.0% → 48.4%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
legacy v12026-04-30T16:13:50Z53.0%+0.0pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.530 w_in=0.30 energy_grid_rebuild_5y
legacy v12026-04-30T01:56:50Z53.0%-7.0pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.530 w_in=0.30 energy_grid_rebuild_5y

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
prereqS_GRID_50GW_DELAYED
50GW grid expansion delayed past 2031
10.0%0.6000.050-0.341
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.110
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.099
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.600+0.072
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.600+0.044

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.043
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050-0.035
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.030
prereq239_008
Moon base will exist in 10 yearsElon Musk
28.8%0.5500.050-0.019
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050-0.018

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereq235_038David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.Biotech/Longevity
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereqS_GRID_50GW_DELAYED50GW grid expansion delayed past 2031energy_grid_expansion
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)
killerTK06China-Taiwan Military Conflict

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI
prereq239_008Moon base will exist in 10 yearsSpace

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.613gdeltmentionspending2026-04-30
0.608polymarketXi Jinping out before 2027?7%mentionspending2025-07-03
0.607manifoldXi JinPing visits USA before July 31?9%mentionspending2026-05-13
0.604gdeltus lawmakers warn china top space rival race moon intensifiesmentionspending2026-04-30
0.604manifoldXi JinPing visits USA before Sep 30?82%mentionspending2026-05-13
0.602polymarketXi Jinping out by June 30?1%mentionspending2025-12-17
0.599manifoldWill a former pornstar become US president before China overtakes the US in GDP?7%mentionspending2026-04-29
0.599manifoldUSA stage of elimination at fifa World Cup?mentionspending2026-05-16
0.598polymarketWill Trump say "Iran" during events with Xi Jinping?38%mentionspending2026-05-04
0.598polymarketWill the Iranian regime survive U.S. military strikes?98%mentionspending2026-01-13

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "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)