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235_024predictionEnergyabundance

In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.

Predictor: Alex Wissner-Gross · ep#235 "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235" · source

Prior probability
45.0%
Current probability
31.4%
evolves via intake + LBP
Conviction
3/5
Signal quality
B
Resolution
pending
Window
2028-01-01 – 2029-10-31
Edges in / out
8 / 1
Tickers exposed
34

Prediction text

In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities. | right now it's the frontier labs have to pay for their own electricity bill tomorrow 2 3 years from now there I think we move to a world where AI has driven such an overabundance of energy that the the next deal the next next deal might be offering free electricity to communities within a certain radius of the data centers and this is how we get to abundance.

Verbatim quote

From episode "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235"
right now it's the frontier labs have to pay for their own electricity bill tomorrow 2 3 years from now there I think we move to a world where AI has driven such an overabundance of energy that the the next deal the next next deal might be offering free electricity to communities within a certain radius of the data centers and this is how we get to abundance.

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
Calibration plot (stated vs observed)

Evidence about this node from Alex Wissner-Gross 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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

3 prob_history rows
0%25%50%75%100%prior 45%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 31.4%

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: 1 fired ✓ · 1 missed ✗ · 8 pending
  1. 2026-04-30missHyperscaler grid demand projected to hit ~76 GW in 2026 (still constrained, not abundant)
    How: Industry data on US data-center utility power offtake vs available supply
    Source: deep_research_enrichedconf 85%
    Observed: Power scarcity dominant; occupancy >95% projected
    Notes: Current state is the OPPOSITE of overabundance — grid bottleneck deepening into 2026
  2. 2026-08-30pendingWe are currently in AI hard takeoff
  3. 2026-06-01 → 2027-12-31pendingFirst hyperscaler 'energy island' commercial site comes online (self-sufficient bypass of public grid)
    How: Hyperscaler announces first behind-the-meter dedicated generation campus operating at 1 GW+ scale
    Source: deep_research_enrichedconf 65%
  4. 2027-06-01 → 2028-12-31pendingData-center capacity oversupply emerges (rents flatten/decline)
    How: CBRE or equivalent industry tracker reports first quarter of declining data-center lease rates after demand-driven supply build-out
    Source: deep_research_enrichedconf 45%
  5. 2027-06-01 → 2029-10-31pendingFirst publicly-disclosed 'free electricity to nearby community' deal from a data center campus
    How: Hyperscaler or merchant generator announces zero-cost residential electricity offering tied to data-center surplus, within defined geographic radius
    Source: deep_research_enrichedconf 20%
  6. 2028-01-01 → 2029-12-31pendingUS grid power tied to data-center captive generation crosses 100 GW
    How: Total US data-center power offtake (utility + behind-the-meter) >= 100 GW per S&P/Goldman tracking
    Source: deep_research_enrichedconf 55%

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: 31%)

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
LBP2026-05-03T02:00:01Z31.4%-1.8pp
Network propagation: 33.2% → 31.4%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z33.2%-3.4pp
Network propagation: 36.6% → 33.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z36.6%-8.4pp
Network propagation: 45.0% → 36.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

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
prereq239_004
xAI/Grok will catch up and exceed competitors on coding by mElon Musk
40.2%0.4500.050-0.106
prereq241_025
Elon Musk predicts launch per hour cadence to populate satelElon Musk
37.8%0.4500.050-0.106
prereq241_038
Chinese AI strategy is edge computing focused vs US AGI/ASI Eric Schmidt
43.3%0.4500.050-0.089
prereq239_003
We are currently in AI hard takeoffElon Musk
47.4%0.4500.050-0.071
killerTK07
Labor Political Backlash (UBI Mandate / AI Tax)
18.0%0.0500.450+0.064

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq238_058
Abundance X-Prize to deliver housing, food, energy, connectiSalim Ismail
33.0%0.5000.050-0.143

Ticker exposure

34 ticker(s) linked

Beneficiaries (23)

ADUSRIOTSRFMUDMYMARASDGRCOURCRCLRXRXRLAYDOCNZMCOINGDDYGOOGLHOODNFLXRDDTSHOPSPOTUBERXYZABT

Adverse (4)

CHGGMANIBMACN

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_010AI takeoff/inflection is happening nowAI
prereq239_003We are currently in AI hard takeoffAI
prereq241_038Chinese AI strategy is edge computing focused vs US AGI/ASI centeredAI
prereq241_025Elon Musk predicts launch per hour cadence to populate satellite constellationsSpace
prereq239_004xAI/Grok will catch up and exceed competitors on coding by mid-2026AI
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)

Dependents (1)

Predictions enabled by this
TypePredTitleDomainLag
prereq238_058Abundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 yearsMacro/Economy

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2029-03-31[Energy/Regulation 2029-03] [235_024] In 2-3 years, AI will drive energy overabundance enabling free electricity to nepending

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=T8X6kp-pcKs",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "tomorrow 2 3 years from now there I think we move to a world where AI has driven such an overabundance of energy that the the next deal the next next deal might be offering free electricity to communities within a certain radius of the data centers and this is how we get to abundance.",
  "to_year": 2029,
  "verbatim": "right now it's the frontier labs have to pay for their own electricity bill tomorrow 2 3 years from now there I think we move to a world where AI has driven such an overabundance of energy that the the next deal the next next deal might be offering free electricity to communities within a certain radius of the data centers and this is how we get to abundance.",
  "conv_cues": "I think; might be",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "2028-2029",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "AI takeoff/inflection is happening now",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "238_010",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Hyperscaler grid demand projected to hit ~76 GW in 2026 (still constrained, not abundant)",
      "notes": "Current state is the OPPOSITE of overabundance — grid bottleneck deepening into 2026",
      "source": "deep_research_enriched",
      "status": "miss",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://www.spglobal.com/energy/en/news-research/latest-news/electric-power/101425-data-center-grid-power-demand-to-rise-22-in-2025-nearly-triple-by-2030",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "observed_value": "Power scarcity dominant; occupancy >95% projected",
      "research_origin": "deep_research",
      "measurement_criterion": "Industry data on US data-center utility power offtake vs available supply"
    },
    {
      "kind": "prereq",
      "label": "xAI/Grok will catch up and exceed competitors on coding by mid-2026",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "239_004",
      "expected_date": "2026-06-20",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Elon Musk predicts launch per hour cadence to populate satellite constellations",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "241_025",
      "expected_date": "2026-06-21",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Chinese AI strategy is edge computing focused vs US AGI/ASI centered",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "241_038",
      "expected_date": "2026-06-22",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "We are currently in AI hard takeoff",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "239_003",
      "expected_date": "2026-08-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First hyperscaler 'energy island' commercial site comes online (self-sufficient bypass of public grid)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://enkiai.com/data-center/data-center-power-crisis-2026-the-grid-bottleneck/",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Hyperscaler announces first behind-the-meter dedicated generation campus operating at 1 GW+ scale"
    },
    {
  
... (truncated)