Yesterday's disaster, as xeroxed in marker: data centers are factories that hire nobody, drink a city's water, and emit like an auto plant that forgot to make cars. A large hall, the sheet says, uses as much water as 150,000 homes a month. A 100-megawatt facility uses as much electricity as 100,000 homes. Wherever they land, household bills jump 12 to 16 percent. Long term, 25. Carbon, hazardous waste, all caps.

The named computer in this particular panic is xAI's Colossus in Memphis — the training cluster that exists so Grok exists. Elon Musk's company put a supercomputer next to a wastewater plant and a gas-turbine yard and then, this spring, told the timeline to wait on the recycling plant until Colossus 2 was stable.

If arrogance had a meter, this would be the one spinning.

Satire. AI-generated video & voice. Not independently fact-checked. Entertainment only. Not financial advice.

The problem with filing Colossus as a toxic accident is that a training run is a power purchase. xAI did not invent the conversion from megawatts to households. The Congressional Research Service will sell you 100 megawatts as about 80,000 U.S. homes. Hyperscale halls really do draw like small cities. That is the industrial fact, not the marker-pen multiplier.

Memphis is not 'wherever data centers are located.' It is a specific aquifer, a specific utility, and a specific set of turbines. The viral sheet's 12–16 percent bill bump, the auto-plant carbon handicap, and the 150,000-home water claim do not appear in the public reports we can name. What does appear: hundreds of thousands of gallons a day at Colossus 1, a March purchase of more than 25 million gallons from Memphis Light, Gas and Water, 27 gas turbines across the state line rated up to 495 megawatts, and a recycling plant that was supposed to take the cluster off drinking water and then got paused. For the record, SELC also says that after a notice of intent to sue, xAI removed its unpermitted turbines at Colossus 1 and obtained permits for its remaining 15.

The disaster, then, is a computer that is also an infrastructure project — which is what a frontier model costs when you stop renting other people's GPUs.

The viral sheet is not a public report. Named outlets are. The Congressional Research Service (May 2026) treats 100 MW as roughly 80,000 U.S. households. CNBC, using DOE and Census figures, put a 1 GW campus at about 700,000 homes of annual use — so a 50 MW hall is in the neighborhood of 35,000–40,000 homes, not a unique monthly curse. Water is local: Protect Our Aquifer / Memphis Flyer reported xAI bought more than 25 million gallons from MLGW in March 2026 and cited 812,502 gallons a day from the Memphis Sand Aquifer at Colossus 1. A 2025 peak recorded by MLGW bills, cited in Oil and Gas Watch, was about 381,000 gallons a day — far below the 5 million gallons a day peak advocates still flag for a fully loaded campus. Governing reported the planned Colossus Water Recycling Plant would send treated wastewater and was framed as eliminating about 3 million gallons a day from drinking supplies; WIRED reported in June that Musk paused that plant to finish Colossus 2. SELC and Earthjustice, suing over Colossus 2, describe 27 unpermitted gas turbines in Southaven, Mississippi, rated up to 495 MW. The same SELC page says that at Colossus 1, after a notice of intent to sue on behalf of the NAACP, xAI removed its unpermitted turbines and obtained permits for its remaining 15. Those are the numbers that carry a source line. The sheet's 12–16 percent bill bump 'wherever,' the auto-factory carbon handicap, and the 150,000-home monthly water claim do not.