

Energy Engineer Explains: The Math Behind "AI Will Take Your Job" Is Laughably Wrong
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CEOs claim AI replacing jobs is 18 months away. But I use engineering to show the AI infrastructure required is physically impossible to build in time. Running the power balance: 100 GW of AI energy consumption, 5β7 year turbine lead times, a 2.6 terawatt grid queue, and a data center cooling overhead that breaks their entire argument. #AIReplacingJobs #AIInfrastructure #AIPowerGrid #DataCenterCooling #AIEnergyConsumption #artificialintelligence Sources/References Berkeley Lab / DOE 2024 Data Center Energy Report β https://www.energy.gov/articles/doe-releases-new-report-evaluating-increase-electricity-demand-data-centers S&P Global, gas-turbine 5β7-year waits β https://www.spglobal.com/energy/en/news-research/latest-news/electric-power/052025-us-gas-fired-turbine-wait-times-as-much-as-seven-years-costs-up-sharply LBNL "Queued Up 2025" β https://emp.lbl.gov/queues Cleanview, behind-the-meter data centres β https://cleanview.co/reports/behind-the-meter-data-centers Latitude Media, Microsoft off-grid gas (WV) β https://www.latitudemedia.com/news/microsoft-is-embracing-off-grid-gas-for-west-virginia-data-centers/ UC Riverside, "Data center water spikes could cost billions" β https://news.ucr.edu/articles/2026/03/09/data-center-water-spikes-could-cost-billions Inside Climate News, Virginia rate ruling β https://insideclimatenews.org/news/07012026/virginia-regulators-approve-new-dominion-rates/ NPR, Virginia DCs raising WV bills β https://www.npr.org/2026/06/07/nx-s1-5828398/virginias-data-center-boom-is-raising-west-virginias-electricity-bills Bisnow, data-centre bonds the SEC never sees β https://www.bisnow.com/national/news/data-center-development/a-quiet-corner-of-private-credit-has-fueled-60b-in-data-center-development-134982 IEA, 730M without electricity β https://www.iea.org/commentaries/access-to-electricity-stagnates-leaving-globally-730-million-in-the-dark Anthropic, labor-market impacts β https://www.anthropic.com/research/labor-market-impacts MIT NANDA "GenAI Divide" (Fortune) β https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/ Amodei reframing toward Jevons (Fortune, 2026) β https://fortune.com/2026/05/05/dario-amodei-jevons-paradox-will-ai-wipe-out-white-collar-jobs/ ATM/teller case (AEI/Bessen) β https://www.aei.org/economics/what-atms-bank-tellers-rise-robots-and-jobs/ Jevons paradox in AI infrastructure β https://aiproem.substack.com/p/the-jevons-paradox-in-ai-infrastructure
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