For the past five years, every inflation story has had an obvious villain. First it was the pandemic supply chain. Then it was stimulus checks. Then it was Russia and Ukraine driving up energy prices. Then it was the Iran war pushing oil past $100 a barrel.
Each time, the argument was the same. This inflation is temporary. The cause is visible. When the cause goes away, the inflation will follow.
The cause went away, more or less, each time. The inflation did not fully follow. And now, just as the Federal Reserve was beginning to hope the last chapter of the inflation story was being written, a new one has started. This one does not have an obvious end date. And it is coming from a direction that almost nobody anticipated two years ago.
The Federal Reserve Bank of New York’s president John Williams said it plainly last Thursday. Among all the drivers of inflation he monitors, he is most focused on one above all others right now.
Artificial intelligence.
What AI Has to Do With Your Grocery Bill
Here is the connection that sounds counterintuitive until you follow the money.
Four companies — Google parent Alphabet, Amazon, Meta, and Microsoft — are expected to invest approximately $720 billion this year, mostly on data centers. Total investment in AI infrastructure is likely topping $700 billion in 2026 alone. That spending has to go somewhere. And where it is going is creating pressure in parts of the economy that most people have never thought about in connection with AI.
Memory chips and computer processors are the most direct channel. Data center construction requires them in quantities the world has not previously needed. Demand has outstripped supply. Prices for those components have risen sharply, and because they flow into consumer electronics, the pressure has spread. Apple raised Mac laptop prices this year. Memory-intensive devices across every major manufacturer have followed. Electricity prices rose 5.9% in May compared with a year earlier, a bigger increase than overall inflation, which was 4.2%.
That electricity number is worth sitting with. After a pandemic spike, electricity price gains had dropped back to about 2% annually in early 2025. They are now running at nearly three times that pace. The reason is not the Iran war or tariffs or supply chain disruptions. It is the data center boom placing extraordinary new demand on a power grid that was not built to absorb it. Goldman Sachs warned that consumer electricity prices could jump 6% from 2026 to 2027, driven in part by the strain data centers are placing on the power grid. Utilities requested a record $31 billion in rate increases in 2025, more than double the prior year.
The Fed’s Inflation Headache Just Got More Complicated
Nine policymakers penciled in at least one quarter-point rate hike in 2026 in their latest set of economic projections submitted at their June gathering. That shift is significant. The Fed entered 2026 expecting to cut rates. Now it is debating whether to raise them.
“If this creates a sustained impulse to demand relative to supply in inflation, I do think that’s the kind of situation where you don’t look through this,” Williams said.
The phrase “don’t look through this” is Federal Reserve language for something specific and important. For years, the Fed’s official position on various inflation drivers was that they were transitory and could be looked through — that is, the Fed could ignore them without raising rates because they would resolve on their own. Williams is saying AI-driven inflation may not resolve on its own. It may be the kind of structural demand shift that requires a policy response.
Powell said AI likely raises the neutral interest rate in the near term rather than lowering it, because the demand side — the massive physical buildout required to power AI — is running ahead of any productivity payoff. “In the near term, you’re not looking at something that would immediately call for lower rates, or that would be lowering inflation,” he said.
That is the outgoing and incoming Fed chairs saying the same thing from different directions. AI is not going to save the Fed from its inflation problem. If anything, it is making it worse.
Why This Inflation Is Different From the Last One
The inflation of 2021 to 2023 peaked and declined, eventually, because its causes were cyclical. Supply chains normalized. Energy markets adjusted. Stimulus money worked through the system.
AI-driven inflation has a different character. While it will not be as large a spike as occurred in 2021 to 2023, when inflation peaked at 9.1%, massive AI spending is likely to keep prices rising more quickly than the Federal Reserve would like.
The distinction matters. The Fed can raise rates to fight demand-driven inflation. Raising rates does not build more power plants. It does not manufacture more memory chips. It does not reduce the structural electricity demand created by data centers that are already built and cannot be unbilt. Many Fed officials worry that demand for AI-related gear will continue to outstrip available supply, a recipe for persistent price increases.
Persistent is the operative word. Economists expect AI-related price pressures to continue at least through the end of 2026, and the electricity component likely well beyond that. Unlike a supply chain shock that resolves when shipping containers stop backing up, the electricity grid buildout required to power AI is a decade-long capital investment cycle, not a quarter-long disruption.
The New Inflation Story Is Actually an Old One
Step back from the AI specifics and the pattern is familiar.
A structural shift in the economy creates demand for resources that supply cannot immediately match. Prices rise. The Federal Reserve faces a choice between accepting higher inflation or raising rates into an economy that is already slowing. The national debt, which now exceeds 100% of GDP for the first time since World War II, makes aggressive rate hikes more costly than they would otherwise be. The dollar, which has lost approximately 20% of its purchasing power since 2021, faces additional downward pressure as the trade deficit widens and the fiscal position deteriorates.
This is the same story that has been playing out in different forms since 2021. The cast changes. The script does not.
The assets that have historically held their ground through structural inflation episodes are not the ones denominated in the currency being eroded. They are the ones that exist independently of any single economy’s demand and supply imbalances, that cannot be printed to accommodate spending, and that do not lose real value when electricity bills, chip prices, and consumer electronics costs all rise simultaneously.
Gold rose approximately 27% in 2024 and 65% in 2025 as the inflation story compounded. The forces driving it have not resolved. They have added a new chapter.
What This Means for Your Retirement Savings
Most retirement portfolios are concentrated in assets that share a common vulnerability: they are denominated in dollars, and they are subject to inflation eating away at their real value year by year.
AI-driven inflation adds a new and durable source of upward price pressure to a list that already included fiscal deficits, energy price volatility, and services inflation that has been remarkably sticky across multiple years. Williams said if core PCE comes in at a monthly pace above 0.2% in the second half of 2026, that would be a sign of inflation more persistent than the Fed’s current baseline assumes. Given everything that is currently pushing prices higher, the risk of exceeding that benchmark is real.
A precious metals IRA allows retirement savers to hold physical gold and silver inside a tax-advantaged account using funds already in a 401(k) or traditional IRA, without triggering a taxable event during the rollover. It does not pay an electricity bill. It does not solve the chip shortage. What it does is hold its purchasing power through exactly the kind of structural inflation that comes from an economy remaking its own infrastructure at extraordinary cost and scale.
The Fed’s new inflation concern has a $700 billion price tag and a decade-long timeline. For retirement savers building plans around the assumption that inflation is on its way back to 2%, that timeline is worth understanding.
Sources:
- Fed’s Williams Says AI Is Now His Main Inflation Concern
- Fed’s Williams says AI is now his main inflation concern | Fortune
- Massive AI buildout poses latest inflation threat as consumers pay more for laptops and electricity
- Jerome Powell says you’re right to blame data centers for making your bills more expensive: ‘probably pushing inflation up’ | Fortune
- Goldman Sachs warns the US will bear the brunt of a global AI-induced inflation surge
- Massive AI buildout drives up costs for laptops and electricity
- CPI Home : U.S. Bureau of Labor Statistics
- Debt Surpasses Size of the Economy | Committee for a Responsible Federal Budget
