Data centers will drive local electricity costs toward zero within ~5 years.
Predictor: Alex Wissner-Gross · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source
Prediction text
Data centers will drive local electricity costs toward zero within ~5 years. | in the medium to long term where by long term I mean like five years Peter's definition of long-term at this point they are going to drive local electricity costs I expect down to near zero
Verbatim quote
in the medium to long term where by long term I mean like five years Peter's definition of long-term at this point they are going to drive local electricity costs I expect down to near zero
Predictor: Alex Wissner-Gross
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-02-01hitEquinix executes ≥500 MW of nuclear PPAs through Project Atomic Core focused on Virginia/TexasHow: Public disclosure of advanced-reactor PPAs of ≥500MW for AI data center loadSource: deep_research_enrichedconf 90%
- 2026-03-05hitWhite House Ratepayer Protection Pledge signed: hyperscalers cover full grid generation costsHow: Public pledge signed by Amazon, Google, Meta, Microsoft, OpenAI, Oracle, xAI to absorb costs of new generationSource: deep_research_enrichedconf 95%
- 2027-01-01 → 2028-06-30pendingFirst state mandates surplus hyperscaler-funded generation to be credited to residential ratepayersHow: PUC docket or legislation in Oregon/Virginia/Texas requires excess hyperscaler generation to lower residential billsSource: deep_research_enrichedconf 50%
- 2028-06-01 → 2030-06-30pendingHyperscaler announces free or near-zero residential electricity bundle in data-center-host communityHow: Public press release from a hyperscaler offering free/discounted electricity to local households as community benefitSource: deep_research_enrichedconf 30%
- 2029-01-01 → 2031-08-15pendingWholesale power prices in major data-center hubs (PJM, ERCOT) trend negative during off-peak hoursHow: EIA or ERCOT/PJM data shows ≥10% of off-peak hours clearing at <$0/MWh in data-center load zonesSource: deep_research_enrichedconf 25%
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 | 0.450 | -0.072 |
| prereq | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 202 — Peter Diamandis | 67.1% | 0.450 | 0.050 | -0.066 |
| prereq | SEM_005 Stargate is a $500 billion multiyear capex program for distr — Sam Altman | 72.3% | 0.450 | 0.050 | -0.064 |
| prereq | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). — Dave Blundin | 74.6% | 0.450 | 0.050 | -0.037 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.450 | 0.050 | -0.035 |
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 | -0.080 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.079 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.067 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | -0.050 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.049 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (10)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_002 | Anthropic will exceed OpenAI in revenue this year (2026). | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| 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_005 | Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership). | AI/Infrastructure | — |
| correlate | S_COMPUTE_1GW_2027 | Compute: 1GW operational by Jun 2027 | 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 (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.596 | manifold | Will Vic NEM 2028 annual average wholesale price exceed A$115/MWh? | 32% | mentions | pending | 2026-05-04 |
Raw metadata
{
"nia": false,
"qty": "Near zero",
"url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
"mode": "PREDICTION",
"role": "Host",
"caveats": "Short-term spike possible",
"context": "in the medium to long term where by long term I mean like five years... they are going to drive local electricity costs I expect down to near zero and maybe other utility costs as well",
"to_year": 2031,
"verbatim": "in the medium to long term where by long term I mean like five years Peter's definition of long-term at this point they are going to drive local electricity costs I expect down to near zero",
"conv_cues": "I expect",
"direction": "DOWN",
"from_year": 2031,
"timeframe": "~2031 (5 years)",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Equinix executes ≥500 MW of nuclear PPAs through Project Atomic Core focused on Virginia/Texas",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -11,
"source_id": null,
"confidence": 0.9,
"source_url": "https://enkiai.com/nuclear/equinix-microreactor-data-centers/",
"expected_date": "2026-02-01",
"observed_date": "2026-02-01",
"research_origin": "deep_research",
"measurement_criterion": "Public disclosure of advanced-reactor PPAs of ≥500MW for AI data center load"
},
{
"kind": "llm_pre_event",
"label": "White House Ratepayer Protection Pledge signed: hyperscalers cover full grid generation costs",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.whitehouse.gov/releases/2026/03/ratepayer-protection-pledge/",
"expected_date": "2026-03-05",
"observed_date": "2026-03-05",
"research_origin": "deep_research",
"measurement_criterion": "Public pledge signed by Amazon, Google, Meta, Microsoft, OpenAI, Oracle, xAI to absorb costs of new generation"
},
{
"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": -9,
"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": -8,
"source_id": "SEM_008",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
"status": "hit",
"weight": 0.5,
"ordinal": -7,
"source_id": "234_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Anthropic will exceed OpenAI in revenue this year (2026).",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "235_002",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "scenario_signal",
"label": "Scenario fires: Compute: 1GW operational by Jun 2027",
"status": "pending",
"weight": 0.5,
"ordinal": -5,
"source_id": "S_COMPUTE_1GW_2027",
"expected_date": "2027-06-30",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "First state mandates surplus hyperscaler-funded generation to be credited to residential ratepayers",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.5,
"source_url": "https://www.multistate.us/insider/2026/2/20/state-data-center-legislation-in-202
... (truncated)