50% of US data centers delayed, only 33% being built (due to chip/electrical equipment shortage and regulation).
Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source
Prediction text
50% of US data centers delayed, only 33% being built (due to chip/electrical equipment shortage and regulation). | 50% of US data centers are being delayed uh due to electrical equipment shortage or from Chinese supply... 50% are delayed or being cancelled and that leaves 33% of the projected data centers actually being built.
Verbatim quote
50% of US data centers are being delayed uh due to electrical equipment shortage or from Chinese supply... 50% are delayed or being cancelled and that leaves 33% of the projected data centers actually being built.
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
Evidence about this node from Peter Diamandis 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
- 2026-04-01hitBloomberg: ~50% US data centers planned for 2026 delayed/canceledHow: Major financial press (Bloomberg, Yahoo Finance, Tom's Hardware) reports >=45% of planned 2026 US data center builds delayed/canceledSource: https://www.bloomberg.com/news/newsletters/2026-04-01/us-data-center-boom-relies-on-hard-to-find-electrical-equipmentconf 99%Notes: HIT — Bloomberg/Yahoo April 2026: ~7 GW of 12 GW announced US capacity delayed/canceled. Matches Diamandis's 50% claim almost exactly.
- 2026-04-01hitChina controls ~60% global power transformer production capacity (supply constraint)How: Industry/government source confirms China >=55% global high-power transformer manufacturing share, US <25%Source: https://www.tomshardware.com/tech-industry/artificial-intelligence/half-of-planned-us-data-center-builds-have-been-delayed-or-canceled-growth-limited-by-shortages-of-power-infrastructure-and-parts-from-china-the-ai-build-out-flips-the-breakersconf 95%Notes: Confirms 'Chinese supply' clause in prediction.
- 2026-04-08hitTransformer lead times confirmed at 5+ years (vs prior 24-30 months)How: Industry tracker (Omdia, IEA, Bloomberg) confirms high-power transformer delivery lead times stretched to ~5 yearsSource: https://webhosting.today/2026/04/08/up-to-half-of-us-data-centers-planned-for-2026-will-not-be-built-on-time-chinese-electrical-equipment-is-the-constraint-no-one-planned-for/conf 95%
- 2026-05-01 → 2026-09-30pending30-50% of planned 2026 capacity slips to 2028 per industry analysisHow: Omdia or comparable analyst report explicitly forecasts 30-50% of 2026 capacity slips to 2028+Source: https://www.manufacturingdive.com/news/opinion-omdia-ai-semiconductor-chip-scarcity/817172/conf 80%
- 2026-08-01 → 2026-11-30pendingHyperscaler capex still >$650B in 2026 despite delays (creates inflation risk)How: Aggregate Q2/Q3 2026 capex from MSFT/GOOG/AMZN/META still tracks to $650B+ run-rate even with delaysSource: Earnings reports + Bloomberg aggregationconf 70%Notes: Cascade — confirms supply-constrained spending, validating Diamandis's broader bottleneck thesis.
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 | 0.650 | -0.089 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.650 | 0.050 | -0.077 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.650 | 0.050 | -0.076 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.650 | +0.049 |
| prereq | SEM_014 Nvidia's Arizona-based TSMC factory successfully fabricated — Jensen Huang | 86.1% | 0.650 | 0.050 | +0.032 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 230_006 The frontier models will go dark — kept internal to benefit — Peter Diamandis | 48.0% | 0.650 | 0.050 | -0.119 |
| prereq | 231_039 Elon will build out his own chip fabs due to his attack-cons — Peter Diamandis | 47.2% | 0.650 | 0.050 | -0.110 |
| prereq | 248_033 Superhuman AI will make BCI-enhanced humans irrelevant compa — Dave Blundin | 36.7% | 0.600 | 0.050 | -0.032 |
| prereq | 247_023 AI will be able to do everything a white collar worker does — Dave Blundin | 40.8% | 0.720 | 0.050 | -0.010 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | +0.000 |
Ticker exposure
Beneficiaries (24)
Adverse (2)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_015 | Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans. | Policy/Semis | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
| prereq | 231_039 | Elon will build out his own chip fabs due to his attack-constraints approach. | AI | — |
| prereq | 230_006 | The frontier models will go dark — kept internal to benefit the labs in an all-out battle. | AI | — |
| prereq | 248_033 | Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. | AI | — |
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.750 | codex_research_pack | OpenAI - Announcing The Stargate Project | — | corroborates | pending | 2025-01-21 |
| 0.750 | codex_research_pack | OpenAI - Stargate advances with 4.5 GW partnership with Oracle | — | corroborates | pending | 2025-07-22 |
| 0.750 | codex_research_pack | SoftBank - OpenAI, Oracle, and SoftBank expand Stargate with five new AI data center sites | — | corroborates | pending | 2025-09-24 |
Raw metadata
{
"nia": false,
"qty": "50% delayed, 33% built",
"url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
"mode": "FORECAST",
"role": "Host",
"context": "this chart should just scare all Americans silly. 50% of US data centers are being delayed... that leaves 33% of the projected data centers actually being built.",
"to_year": 2026,
"verbatim": "50% of US data centers are being delayed uh due to electrical equipment shortage or from Chinese supply... 50% are delayed or being cancelled and that leaves 33% of the projected data centers actually being built.",
"conv_cues": "existential for AI",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "Current",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Bloomberg: ~50% US data centers planned for 2026 delayed/canceled",
"notes": "HIT — Bloomberg/Yahoo April 2026: ~7 GW of 12 GW announced US capacity delayed/canceled. Matches Diamandis's 50% claim almost exactly.",
"source": "https://www.bloomberg.com/news/newsletters/2026-04-01/us-data-center-boom-relies-on-hard-to-find-electrical-equipment",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.99,
"source_url": "https://finance.yahoo.com/sectors/technology/articles/half-planned-us-data-center-150928890.html",
"expected_date": "2026-04-01",
"observed_date": "2026-04-01",
"research_origin": "deep_research",
"measurement_criterion": "Major financial press (Bloomberg, Yahoo Finance, Tom's Hardware) reports >=45% of planned 2026 US data center builds delayed/canceled"
},
{
"kind": "llm_pre_event",
"label": "China controls ~60% global power transformer production capacity (supply constraint)",
"notes": "Confirms 'Chinese supply' clause in prediction.",
"source": "https://www.tomshardware.com/tech-industry/artificial-intelligence/half-of-planned-us-data-center-builds-have-been-delayed-or-canceled-growth-limited-by-shortages-of-power-infrastructure-and-parts-from-china-the-ai-build-out-flips-the-breakers",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.tomshardware.com/tech-industry/artificial-intelligence/half-of-planned-us-data-center-builds-have-been-delayed-or-canceled-growth-limited-by-shortages-of-power-infrastructure-and-parts-from-china-the-ai-build-out-flips-the-breakers",
"expected_date": "2026-04-01",
"observed_date": "2026-04-01",
"research_origin": "deep_research",
"measurement_criterion": "Industry/government source confirms China >=55% global high-power transformer manufacturing share, US <25%"
},
{
"kind": "llm_pre_event",
"label": "Transformer lead times confirmed at 5+ years (vs prior 24-30 months)",
"source": "https://webhosting.today/2026/04/08/up-to-half-of-us-data-centers-planned-for-2026-will-not-be-built-on-time-chinese-electrical-equipment-is-the-constraint-no-one-planned-for/",
"status": "hit",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.95,
"source_url": "https://webhosting.today/2026/04/08/up-to-half-of-us-data-centers-planned-for-2026-will-not-be-built-on-time-chinese-electrical-equipment-is-the-constraint-no-one-planned-for/",
"expected_date": "2026-04-08",
"observed_date": "2026-04-08",
"research_origin": "deep_research",
"measurement_criterion": "Industry tracker (Omdia, IEA, Bloomberg) confirms high-power transformer delivery lead times stretched to ~5 years"
},
{
"kind": "prereq",
"label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
"status": "hit",
"weight": 0.5,
"ordinal": -4,
"source_id": "SEM_011",
"expected_date": "2026-04-29",
"observe
... (truncated)