Monday, June 1, 2026Vol. III · No. 152Subscribe
The Mining, Energy & Technology Wire
Technology · Analysis

When the Grid Can't Keep Up With AI

Data centers now demand more power than they can get. The bottleneck isn't capital—it's the grid itself, and the scramble for solutions is reshaping everything from mining automation to French industrial policy.

When the Grid Can't Keep Up With AI
PhotographData centers now demand more power than they can get. The bottleneck isn't capital—it's the grid itself, and the scramble for solutions is reshaping everything from mining automation to French industrial policy.

Grid interconnections are taking four years. That single fact, buried in industry conference proceedings, explains why SoftBank just pledged €75 billion to France, why PJM's capacity prices jumped sevenfold in two years, and why Rio Tinto is teaching drill rigs to think for themselves.

Power availability—not capital—is the primary constraint on data center development , according to attendees at a recent data center investment conference. Electricity demand from data centers soared by 17% in 2025, and that of AI-focused data centers climbed even faster , the IEA reported. But the infrastructure to deliver that power is moving at geological speed. Elon Musk warned earlier this year that "very soon, maybe even later this year, we'll be producing more chips than we can turn on." He wasn't being hyperbolic. Nvidia's Rubin GPU system, coming later this year, will need around 300kW per rack—and future chips could push racks closer to 1 megawatt, enough to power 750 U.S. homes , Bloomberg reported.

The collision between AI's appetite and the grid's capacity is forcing a rethink of how energy-intensive industries operate. Data centers are hunting for power anywhere they can find it. Mining companies are automating to cut labor costs and energy waste. And governments are suddenly competing to offer what tech giants need most: gigawatts, fast.

Can You Build a Data Center Faster Than the Grid Can Grow?

Not in PJM, you can't. Wood Mackenzie analysis indicates that electric utilities within the PJM footprint collectively forecast 55 gigawatts of new large load growth by 2030 and 100 GW by 2037 —mostly from hyperscale data centers. But for the typical power plant in PJM, it takes five years from approval to enter service, and even the fastest 15 percent take two to three years , according to NRDC analysis. PJM consumers were hit with a $14.7 billion capacity charge this summer, mostly because data centers drove prices up—compared to $2.2 billion in 2023 and 2024 .

The regulatory response has been messy. FERC found PJM's tariff unjust and unreasonable in December due to a lack of clarity in the rates and conditions that apply to interconnection customers serving co-located load . Translation: the rules written for a world of steady industrial demand don't work when a single data center wants 500 megawatts behind a nuclear plant. PJM asked federal regulators in February to approve changes to its retail behind-the-meter generation rules and proposed three new transmission services for colocated loads , Utility Dive reported.

Meanwhile, developers are going around the grid entirely. Electrical grid interconnections are often taking up to four years, making Bring-Your-Own-Power (BYOP) solutions increasingly attractive despite their complexities , according to legal analysis from Ropes & Gray. Constrained by slow grid connections, data center developers are advancing a large number of projects with onsite natural gas-based power generation, largely in the United States—though many remain in early stages, highlighting the technical and financial hurdles , the IEA noted.

Why Is France Suddenly Winning the Data Center Race?

Because it has what the U.S. doesn't: "fast access to the most reliable electrical grid in Europe," according to France's economy minister. SoftBank announced plans to spend up to €75 billion to expand data center capacity in France, aiming to develop and operate up to 5 gigawatts of additional capacity , TechCrunch reported. The first phase comprises an initial €45 billion investment to deliver 3.1 GW of AI data center capacity in the Hauts-de-France region by 2031 .

The timing matters. Europe's high energy costs have become a major stumbling block in its bid to become a global AI superpower, and power-hungry data centers mean investments are particularly sensitive to the cost of energy, with Europe's prices surging amid the U.S.-Iran war , CNBC reported. Yet France is betting it can compete on reliability and speed of permitting rather than price alone. SoftBank CEO Masayoshi Son told a press briefing with French President Emmanuel Macron that the full investment is closer to $750 billion when taking the full system into account .

State-owned nuclear energy giant EDF is partnering on the buildout, providing the site of a former power plant in Bouchain, while SoftBank plans to partner with Schneider Electric to develop a large-scale industrial production cluster , according to industry reports. It's not just about data centers—it's about building the supply chain to manufacture them at speed.

What Happens When Mines Start Thinking Like Data Centers?

They automate everything they can. By 2026, over 35% of global mining operations are projected to deploy fully autonomous haulage systems , according to industry projections. The logic is the same as in AI: labor is expensive, energy is expensive, and mistakes are expensive. Autonomous systems run 24/7, don't get tired, and optimize fuel consumption in real time.

Sandvik and Mariana Minerals announced a partnership in April to deploy autonomous drilling technology at Copper One, a copper mine in Utah, integrating Sandvik's AutoMine Surface Drilling platform directly into Mariana's proprietary software stack , according to a press release. The equipment arrived on-site during the first quarter of 2026, with commissioning of the AutoMine surface drilling system currently underway , Canadian Mining Journal reported.

Rio Tinto is going further. The company announced a partnership with Sandvik to jointly develop and integrate Sandvik's i-series surface drill rigs with Rio Tinto's Autonomous Drilling System, according to International Mining. The goal: autonomous drilling reduces site personnel requirements by up to 50%, revolutionizing safety and operational models . Master Drilling, a South African mining services company, targets commissioning of a complete autonomous drilling system before the end of 2026 , representing a measurable milestone for the industry.

The parallel to AI infrastructure is striking. Both industries are racing to automate because human-dependent systems can't scale fast enough to meet demand. Both are constrained by energy. And both are discovering that the real competitive advantage isn't the technology—it's the ability to deploy it faster than the competition.

What Changed This Week

SoftBank CEO Masayoshi Son told CNBC on Monday that the AI revolution will be 50 times bigger than the dot-com boom —and backed it up with the largest AI infrastructure commitment in European history. PJM and stakeholders advanced several components of a plan to streamline the connection of data centers on March 25, approving two Issue Charges to study a "connect-and-manage" approach . And in the mining sector, the shift from pilot projects to full-scale autonomous operations crossed a threshold: approximately 3% of mobile mining equipment now operates autonomously—a figure that simultaneously reflects proven commercial viability and the enormous deployment gap that still exists .

What to Watch

PJM's new Connect and Manage Senior Task Force began meeting March 31 and is expected to file a large load proposal with FERC in the coming weeks, according to a PJM spokesman. Master Drilling's complete autonomous drilling system is targeted for commissioning before the end of 2026 . And Dominion Energy Virginia's proposed $2.3 billion, 525kV underground transmission line spanning 185 miles is targeted for service by June 2032, designed to deliver approximately 3GW of power into Loudoun County —home to Data Center Alley. Whether the grid can catch up to AI's demand, or whether AI's demand forces a fundamental redesign of how we generate and distribute power, will define the next decade of energy infrastructure.

Coverage aggregated and synthesized from leading energy-sector publications. See linked sources within the article.

Share this story

More from Stake & Paper

Was this article helpful?

ClaimWatch

Mining claims intelligence — from query to report, in minutes.

Every unpatented mining claim across all twelve BLM states. Leadfile audits, due diligence, site selection, regional prospecting, entity investigations, and AOI monitoring — delivered as complete report packages.

4.4M+
Claims Tracked
12
BLM States
7
Report Types
Request a Sample Report
Stake & Paper AM

One morning brief. The whole energy sector.

Original analysis, the day's most important wire stories, and market data — delivered before your first cup of coffee. Free.