With the state accounting for an estimated 26% of planned U.S. data center capacity, the economic stakes are enormous. Yet as AI generates extraordinary fortunes for technology billionaires, everyday Texans face mounting household expenses and growing concerns about the infrastructure reshaping their communities. Across the country, voters in more than 30 communities backed restrictions on data center development, sending a message that the industry's traditional approach to neighborhood relations is under increasing pressure.

The real story may not be that Americans hate data centers. It's that they're tired of watching the AI economy create enormous wealth while the people living next to its infrastructure get little direct financial benefit.

Janine Yorio, founder and CEO of Community Digital Technologies, believes Texas developers are unlikely to abandon such an important market. Instead, she argues, they will need to rethink how the wealth generated by AI infrastructure is shared. Consider Ellis County, where Compass Datacenters committed $15 million toward a new animal shelter. The contribution addressed a genuine community need, yet some residents continued raising concerns about development and infrastructure impacts. For Yorio, the example illustrates the distinction between investing in a community and putting economic benefits directly into neighboring households' hands.

Her proposition: The next generation of Texas data centers should help pay the bills of the people living next door.

That could mean negotiated utility-bill relief, recurring payments, shares in AI companies or ownership interests in data center projects. Yorio even raises a provocative possibility: Why shouldn't residents near hyperscale AI infrastructure receive complimentary ChatGPT, Claude or Amazon Prime subscriptions? Such benefits would not replace environmental safeguards or infrastructure protections, but could give households something tangible in return for hosting facilities powering the AI economy.

Yorio argues that traditional zoning hearings and community benefit agreements are not enough on their own. Government can establish protections and development conditions, but delivering direct household-level economic participation requires additional mechanisms. Community Digital Technologies is developing that infrastructure through a platform that verifies nearby residents, organizes communities and facilitates negotiations with data center owners and AI industry participants for potential economic benefits, including shared ownership