Company Filings, Earnings Materials and Corporate Announcements
Alphabet Inc. “Alphabet Announces Agreement to Acquire Intersect to Advance U.S. Energy Innovation.” Investor news release, 22 December 2025. https://abc.xyz/investor/news/
Alphabet Inc. “Alphabet Announces Fourth Quarter and Fiscal Year 2025 Results.” Form 8-K, Exhibit 99.1, 4 February 2026. sec.gov
Alphabet Inc. Fourth Quarter 2025 Earnings Call. Transcript and prepared remarks of Anat Ashkenazi, 4 February 2026. https://abc.xyz/investor/events/
Amazon.com, Inc. “Amazon.com Announces Fourth Quarter Results.” Form 8-K, Exhibit 99.1, 5 February 2026. sec.gov
Constellation Energy Corporation. “Constellation to Launch Crane Clean Energy Center, Restoring Jobs and Carbon-Free Power to the Grid.” Press release, 20 September 2024.
CoreWeave, Inc. First Quarter 2026 Results. Form 8-K and accompanying Form 10-Q, 7 May 2026.
GE Vernova Inc. Second Quarter 2026 Results. Form 8-K, 22 July 2026. sec.gov
Jassy, Andy. “2026 Letter to Shareholders.” Amazon.com, Inc., April 2026. aboutamazon.com
Meta Platforms, Inc. “Meta Reports Fourth Quarter and Full Year 2025 Results.” Press release, 28 January 2026. investor.atmeta.com
Microsoft Corporation. Fiscal Year 2026 Second Quarter Earnings. Press release and conference call transcript, 28 January 2026. microsoft.com
Microsoft Corporation. Fiscal Year 2026 Third Quarter Earnings. Press release and conference call transcript, 29 April 2026. microsoft.com
Nebius Group N.V. Fourth Quarter 2025 Shareholder Letter. Form 6-K, February 2026. sec.gov
Nebius Group N.V. “Nebius Group Announces Pricing of Upsized Private Offering of $4.0 Billion of Convertible Senior Notes.” Form 6-K, 17 March 2026.
Nebius Group N.V. “Nebius Reports First Quarter 2026 Financial Results.” 13 May 2026. nebius.com/newsroom/
NVIDIA Corporation. NVIDIA H100 Tensor Core GPU Datasheet. Santa Clara, CA: NVIDIA, 2023.
Oracle Corporation. “Oracle Announces Fiscal Year 2026 Third Quarter Financial Results.” 10 March 2026. oracle.com
Oracle Corporation. “Oracle Announces Record Q4 and FY 2026 Results.” 10 June 2026. investor.oracle.com
Vistra Corp. “Vistra and Meta Announce Agreements to Support Nuclear Plants in PJM and Add New Nuclear Generation to the Grid.” Press release, 9 January 2026. investor.vistracorp.com
Vistra Corp. Fourth Quarter and Full-Year 2025 Results. Earnings release and conference call, February 2026.
Research, Institutional and Government Sources
Belfer Center for Science and International Affairs. “AI, Data Centers, and the U.S. Electric Grid: A Watershed Moment.” Harvard Kennedy School, February 2026.
Electric Power Research Institute. Powering Intelligence 2026. Palo Alto, CA: EPRI, 26 February 2026. powering-intelligence.epri.com
Energy Market Authority of Singapore. Electricity Demand and Supply Outlook 2025. Singapore: EMA, November 2025.
Energy Market Authority of Singapore. Singapore Energy Statistics. Singapore: EMA, 2025. ema.gov.sg
Epoch AI. “Total Cost of Ownership of a One-Gigawatt AI Data Center.” Data Insights, 19 May 2026. epoch.ai
Financial Accounting Standards Board. Accounting Standards Codification 606-10-50-13, Revenue from Contracts with Customers: Disclosure of Remaining Performance Obligations.
Goldman Sachs Global Institute. “Tracking Trillions: The Assumptions Shaping the Scale of the AI Build-Out.” 2026. goldmansachs.com
Goldman Sachs Research. “Private Markets Are Expected to Have a Growing Role in Data Center Financing.” 2026.
Goldman Sachs Research (Ryan Hammond). “Consensus 2027 Hyperscaler Capex Estimates Are Too Conservative.” June 2026.
HSBC Global Investment Research (Nicolas Cote-Colisson). OpenAI financing outlook. November 2025.
International Organization for Standardization. ISO/IEC 30134-2: Information Technology — Data Centres — Key Performance Indicators — Part 2: Power Usage Effectiveness (PUE). Geneva: ISO, 2016.
JLL. 2026 Global Data Center Outlook. Chicago: Jones Lang LaSalle, January 2026.
Lawrence Berkeley National Laboratory. 2024 United States Data Center Energy Usage Report. Berkeley, CA: LBNL, December 2024.
Morgan Stanley Research (Ben Reitz). Hyperscaler capital expenditure model revision. May 2026.
RaboResearch. “The US Scrambles to Meet Surging Power Demand by 2030.” Rabobank, July 2026. rabobank.com
SemiAnalysis. “The Great GPU Shortage — Rental Capacity: Launching Our H100 One-Year Rental Price Index.” April 2026. semianalysis.com
Sightline Climate. United States data center pipeline analysis. April 2026.
U.S. Energy Information Administration. “New U.S. Electric Generating Capacity Expected to Reach a Record High in 2026.” Today in Energy, 20 February 2026. eia.gov
Wood Mackenzie. United States data center development pipeline. Q1 2026.
Press and Periodicals
Bloomberg. “Data Centers Face Seven-Year Wait for Power Hookups in Virginia.” 29 August 2024.
Bloomberg. “Siemens Energy, Mitsubishi Struggle to Keep Up With AI-Driven Demand for Gas Turbines.” October 2025.
Bloomberg. “Oracle’s Credit Risk Measure Nears Record High on AI-Debt Fears.” 27 March 2026.
CNBC. “Amazon Stock Falls 8% on $200 Billion Spending Forecast, Earnings Miss.” 5 February 2026. cnbc.com
CNBC. “Microsoft Calls for $190 Billion in 2026 Capital Spending on Soaring Memory Prices.” 29 April 2026.
CNBC. “CoreWeave Q1 Earnings Report 2026.” 7 May 2026.
Financial Times. Analysis of OpenAI partner debt issuance. November 2025.
Fortune. “Oracle Blows Investors Away With 22% Hyper Growth — But Cash Flow Crunches to Negative $24.7 Billion.” 10 March 2026.
Fortune. “OpenAI’s Partners Are Carrying $96 Billion in Debt.” 1 December 2025.
Fortune. “Warren Buffett Says Markets Are Like a Church With a Casino Attached.” 2 May 2026. fortune.com
Reuters. “Oracle Denies Report on OpenAI Data Center Delays.” 12 December 2025.
The Register. “HSBC Spies $207B Crater in OpenAI’s Expansion Goals.” 26 November 2025. theregister.com
The Register. “OpenAI and Oracle Reportedly Abandon TX Stargate Expansion.” 7 March 2026. theregister.com
The Wall Street Journal. “Big Tech Accounting Creates a Blind Spot in the AI Boom.” 2026.
Books, Legal Authorities and Historical Sources
Chandler, Alfred D., Jr. The Visible Hand: The Managerial Revolution in American Business. Cambridge, MA: Harvard University Press, 1977.
Federal Power Commission v. Hope Natural Gas Co., 320 U.S. 591 (1944).
Fogel, Robert William. Railroads and American Economic Growth: Essays in Econometric History. Baltimore: Johns Hopkins Press, 1964.
Interstate Commerce Commission. Uniform System of Accounts for Steam Roads. Washington, DC: Government Printing Office, 1907.
The Planetary Society. “How Much Did the Apollo Program Cost?” Pasadena, CA. planetary.org
Smyth v. Ames, 169 U.S. 466 (1898).