The AI Issue

Published on September 15, 2026 at 2:03 PM

Maryland’s push to build out data center infrastructure and adopt AI has triggered significant policy debates. The issue pits economic expansion against environmental regulation, energy grid stability, and local land use.

The Business & Economic Case

Proponents—including state economic development officials, trade groups, and labor unions—argue that Maryland must capture high-tech capital investment to remain competitive with neighboring Virginia.

  • Revenue and Job Growth: Advocates point out that multi-billion-dollar data center investments expand county tax bases, generate construction jobs, and fund local infrastructure without burdening public school systems.

  • Removing Regulatory Bottlenecks: Supporters backed the Critical Infrastructure Streamlining Act. They argue that bypassing lengthy Public Service Commission (PSC) reviews for backup diesel generators was necessary to fix redundant hurdles that previously drove major tech projects, like Aligned Data Centers in Frederick County, out of the state.

The Environmental, Ratepayer, and Local Concerns

Critics—a broad coalition including environmental groups, clean energy advocates, ratepayer protection organizations, and bipartisan local officials—argue the state is sacrificing long-term stability for short-term economic gains.

  • Energy Grid and Utility Bills: Opponents warn that massive data center power consumption threatens grid reliability and could shift transmission buildout costs onto everyday residential utility customers.

  • Environmental Exemption Fallout: Environmental groups criticize the state for fast-tracking backup generator approvals, warning that hundreds of megawatt-scale diesel generators undermine Maryland’s statutory climate and clean air targets.

  • Local Land Use and Backlash: Rural and suburban communities have pushed back against proposed campuses over concerns regarding visual impacts, noise, water usage, historic preservation, and new high-voltage transmission lines. This friction has pushed several local governments to enact moratoriums and resulted in local election shakeups.

Current Policy Balancing

To manage these tensions, state lawmakers have moved toward a mixed regulatory framework:

  • Cost Allocation: Laws like the Next Generation Energy Act aim to protect residential consumers by requiring large-scale data centers to pay specialized electricity rates to help cover necessary transmission upgrades.

  • Self-Generation Proposals: Policy discussions are increasingly focusing on requiring or incentivizing tech companies to bring their own power (such as co-locating near nuclear plants or funding dedicated clean energy) rather than drawing solely from the main grid.

  • State AI Risk Frameworks: On the software side, the state’s Department of Information Technology (DoIT) utilizes structured risk assessments and proof-of-concept requirements before state agencies can integrate third-party automated systems into government operations.