AI infrastructure expansion may transfer energy, grid, and financing costs from hyperscalers to households and local communities.

Meta is constructing the Hyperion data centre in Richland Parish, Louisiana, backed by what researchers describe as the largest single corporate bond issue on record at $27 billion. Consumer groups warn that Meta can exit the arrangement after just four years, far shorter than the 15-year term originally approved by state regulators. The deal funds ten gas-fired power plants adding over 7.5 gigawatts to Louisiana's grid. Entergy bills are already up 11 percent from July 2024. The Louisiana Public Service Commission suspended consumer protections to fast-track approval.

All 1.1 million Entergy Louisiana customers are exposed to the infrastructure risk. If Meta exits in 2030, those customers inherit gas plant debt built to serve a single private client. Entergy already spent $3.2 billion on one plant alone. Louisiana lags behind other states in ratepayer protections. Virginia residents near data centre clusters face projected bill increases of $200 a month by 2040 if cost causation rules are not changed. Louisiana households are on that same trajectory.

The Law of the Trap: a deal is designed to look mutual until one party can leave and the other cannot. Meta gets a data centre. Louisiana gets gas plants it will be paying off for decades. The state rushed the vote, buried the contracts behind non-disclosure agreements, and told residents they would save money. The exit clause was not in the headline. It never is. An 18-year-old reading this should understand: when a trillion-dollar company says it is bringing investment, ask what it is allowed to leave behind.

The UK government's AI Growth Zones policy, announced in November 2025, offers data centres electricity discounts of up to £24 per megawatt-hour in Scotland, £16 in Cumbria, and £14 in the North East, from April 2027. The stated logic is grid efficiency: data centres located where wind generation exceeds transmission capacity reduce overall constraint costs. However, UK households already face some of the world's highest energy prices. A 500-megawatt data centre in Scotland would still pay around £780 million annually even after the discount. A UK household pays four times what a US household pays for equivalent consumption.

A 500-megawatt annual electricity bill in the UK currently sits at approximately £900 million. The same load costs £219 million in the United States. UK data centre electricity costs are relevant here because the constraint cost savings that fund the discount are socialised across all users via network charges. Cornwall Insight forecasts non-commodity charges will make up nearly 60 percent of a typical UK business electricity bill by 2026. Over 140 proposed data centres are seeking grid connections with combined demand exceeding the UK's current entire peak electricity requirement of 45 gigawatts.

The Law of Projection: the policy is presented as benefit to everyone because it reduces grid constraint costs. That framing projects efficiency onto what is structurally a subsidy. The government declines to confirm whether the discount is funded by taxpayers or socialised across other electricity users. The Register asked for a statement. DSIT declined. When the mechanism of a policy cannot be explained in public, the cost is being absorbed somewhere. An 18-year-old should understand: if the money saved by one party does not disappear, it was paid by another party. Find that party. It is usually you.

PJM Interconnection, the largest US grid operator, ran its Base Residual Auction for the 2027-2028 delivery year. Capacity prices hit a record $16.4 billion total, clearing at the FERC-approved cap of $329.17 per megawatt-day. For the first time in PJM's history, the auction failed to meet its own reliability target across the full grid footprint. PJM's own market monitor identified data centres as 40 percent of the demand driving those record costs. Nearly 5,100 megawatts of the year-on-year load increase is attributable to data centre expansion alone. The price cap that kept the December auction in check expires after this cycle.

The 2026-2027 PJM auction cleared 22 percent higher than the previous year. Since June 2025, utility supply rates across the PJM region have increased between 5 and 44 percent depending on state and provider. Baltimore Gas and Electric customers already absorbed a $17-a-month average bill increase from the previous record auction. A further increase of up to $4 per month kicks in from mid-2026. New Jersey electricity prices rose 20 percent from capacity costs alone. Illinois households absorbed at least 10 percent. The next auction in June 2026 runs without the price cap that previously limited clearing prices.

The Law of the Addict: the system cannot stop building data centres even as the grid signals it cannot absorb them. The demand forecast grows each auction cycle. The reliability margin is now 139 megawatts above the minimum threshold for 67 million people. That is not a buffer. That is a rounding error. The political response is to ask PJM to ease prices, not to require data centres to fund their share of capacity. The addict blames the dealer while increasing the order. An 18-year-old should understand: when the system that prices your electricity fails its own safety test, the cost of that failure is passed to you via the next bill cycle.