Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Predictor: Morgan Stanley · ep#240 "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse" · source
Prediction text
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028 | Morgan Stanley uh in a report recently announced there's a power short a shortfall of for 20% of the data centers. Now, the minimum they had was 13 gawatt. They also said it could be as much of a shortfall of 404 gawatt through 2028.
Verbatim quote
Morgan Stanley uh in a report recently announced there's a power short a shortfall of for 20% of the data centers. Now, the minimum they had was 13 gawatt. They also said it could be as much of a shortfall of 404 gawatt through 2028.
Predictor: Morgan Stanley
Calibration plot (stated vs observed)
Evidence about this node from Morgan Stanley 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
- 2026-03-01hitMorgan Stanley publishes 13-44GW shortfall forecastHow: Morgan Stanley research publishes US data center power shortfall through 2028 with low end ~13GW (with all Time-to-Power solutions) and high end ~44GW (without)Source: https://finance.yahoo.com/news/morgan-stanley-sees-20-shortage-135922617.htmlconf 99%Notes: HIT — Morgan Stanley confirmed 13GW (with mitigations) to 44GW (without) range; 20% shortfall figure aligns.
- 2026-04-01hitMorgan Stanley AI Power Supply Summit highlights off-grid trendHow: Morgan Stanley hosts/publishes AI Power Supply Summit findings: increased off-grid preference + energy storage as standard configSource: https://longbridge.com/en/news/268690432conf 95%
- 2026-04-01 → 2026-09-30pendingMorgan Stanley revises shortfall to 72GW by 2030How: Morgan Stanley publishes revised data center demand forecast at 72GW or higher by 2030Source: https://www.linkedin.com/posts/bkindig_morgan-stanley-now-projects-data-centers-activity-7403421781509840896-jR0lconf 85%
- 2026-05-01 → 2026-12-31pendingTexas, Virginia, or Oregon hyperscaler announces off-grid SMR or gas peaker pactHow: At least one hyperscaler (Microsoft, Google, Amazon, Meta) signs PPA or partnership for >=500MW of off-grid power in TX/VA/ORSource: Company press; Reuters; Bloomberg energy deskconf 85%
- 2028-12-31pendingActual 2028 grid shortfall confirmed at 13GW or worseHow: FERC/EIA actual data shows 2028 data-center power gap >=13GW (Morgan Stanley low-end realized)Source: FERC Form 714; EIA grid reportsconf 55%
What if this resolves?
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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 | 0.550 | -0.090 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.550 | 0.050 | -0.051 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.550 | 0.050 | -0.044 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.550 | 0.050 | -0.035 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.035 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 231_013 Math is cooked (will be solved), physics cooked, biology cha — Alex Wissner-Gross | 35.4% | 0.620 | 0.050 | -0.044 |
| prereq | CMQ_002 By 2028, AI systems will reach 'independent researcher' leve — Sam Altman | 31.4% | 0.550 | 0.050 | -0.036 |
| prereq | 241_043 ASI will arrive within 2 years to 5 years to this next decad — Peter Diamandis | 35.9% | 0.650 | 0.050 | -0.035 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.024 |
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | -0.009 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (12)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| 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_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| 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 | — |
| correlate | S_COMPUTE_1GW_2027 | Compute: 1GW operational by Jun 2027 | compute_scale | — |
| correlate | S_COMPUTE_10GW_2028 | Compute: 10GW total by Dec 2028 | compute_scale | — |
| correlate | S_GRID_50GW_2027 | 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | — |
| correlate | S_COMPUTE_STARGATE_FAILURE | Stargate failure: <500MW by 2029 | 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 | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 241_043 | ASI will arrive within 2 years to 5 years to this next decade | AI | — |
| prereq | 231_013 | Math is cooked (will be solved), physics cooked, biology char broiled. | AI | — |
| prereq | CMQ_002 | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | AI | — |
Linked documents (10)
Raw metadata
{
"nia": false,
"qty": "13GW minimum, up to 40GW shortfall (20% of data centers)",
"url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
"mode": "CITED_PREDICTION",
"role": "Cited-Firm",
"caveats": "Transcript says 404 gawatt which appears to be a transcription error",
"context": "Morgan Stanley uh in a report recently announced there's a power short a shortfall of for 20% of the data centers. Now, the minimum they had was 13 gawatt.",
"to_year": 2028,
"cited_by": "Peter Diamandis",
"verbatim": "Morgan Stanley uh in a report recently announced there's a power short a shortfall of for 20% of the data centers. Now, the minimum they had was 13 gawatt. They also said it could be as much of a shortfall of 404 gawatt through 2028.",
"conv_cues": "announced",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "Through 2028",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Morgan Stanley publishes 13-44GW shortfall forecast",
"notes": "HIT — Morgan Stanley confirmed 13GW (with mitigations) to 44GW (without) range; 20% shortfall figure aligns.",
"source": "https://finance.yahoo.com/news/morgan-stanley-sees-20-shortage-135922617.html",
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"expected_date": "2026-03-15",
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},
{
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},
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{
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},
{
"kind": "llm_pre_event",
"label": "Morgan Stanley revises shortfall to 72GW by 2030",
"source": "https://www.linkedin.com/posts/bkindig_morgan-stanley-now-projects-data-centers-activity-7403421781509840896-jR0l",
"status": "pending",
"weight": 0.4,
"ordina
... (truncated)