Virginia governor creates an AI task force and moves to restrain data centers

There's a certain irony in the data center capital of the world deciding it needs guardrails. Northern Virginia's "Data Center Alley" didn't happen by accident; it was cultivated through decades of favorable tax policies, cheap land, and a regulatory environment that effectively rolled out the red carpet for hyperscalers. But the infrastructure bill has come due—in energy consumption, water usage, and the quiet erosion of local autonomy. Spanberger's executive order is less a repudiation of the industry than a recalibration. By banning NDAs and elevating community input, the administration is acknowledging that the social license for data centers is finite. The NDA ban deserves particular attention. Non-disclosure agreements have been a standard tool for data center developers, who argue that secrecy protects competitive advantage during site selection. But from a public perspective, they look like a way to steamroll communities—negotiating tax breaks and utility rate deals behind closed doors, then presenting the result as a fait accompli. Spanberger's order strips away that mechanism at the executive branch level, which will force a more transparent—and inevitably slower—approval process. That's a genuine structural change, not just rhetoric. This is also part of a broader pattern. As AI infrastructure expands, the friction points are shifting from the data center itself to its externalities. Towns across the country are fighting substations, transmission lines, and cooling water withdrawals. The Virginia task force is an attempt to manage that friction from the top, rather than letting it boil over in county board meetings. Whether it results in a genuinely balanced framework or simply adds bureaucratic delay remains to be seen—but the direction of travel is unmistakable. The deeper story is that AI's physical footprint is becoming a governance issue in a way that cloud computing never was. Hyperscale data centers were once seen as clean, quiet neighbors. Now they're viewed as energy hogs and water guzzlers. Spanberger's order won't stop the buildout—Virginia is too far down the road for that—but it signals that the era of reflexive approval is over. For an industry accustomed to getting what it wants, that's a meaningful shift in power dynamics.