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Forbes raises an important question. As technology companies invest billions in artificial intelligence infrastructure, are communities receiving enough information about the environmental costs?

The answer is more complicated than many headlines suggest.

Forbes Highlights a Data Center That Could Demand 8 Million Gallons Daily

One of the most striking examples discussed by Forbes involves a proposed Google data center development in Virginia.

Water supply agreements reportedly provide for an initial capacity of 2 million gallons per day, potentially expanding to 8 million gallons daily.

That’s enough to raise serious questions about local water infrastructure and long-term resource planning.

But an essential distinction is missing from many discussions: water supply capacity is not the same as actual water consumption.

The 8-million-gallon figure represents potential future capacity, not verified daily usage.

This distinction matters because inaccurate comparisons can undermine legitimate environmental concerns.

Why Is AI So Thirsty?

AI data centers operate powerful computing systems that generate substantial heat.

Keeping those servers cool requires energy and, depending on the technology, significant quantities of water.

Water demand varies according to cooling systems, climate, computing intensity, and facility design.

Some operators use recycled water, air cooling, or closed-loop systems to reduce freshwater demand.

However, even facilities that consume relatively little water directly may contribute to indirect water consumption through electricity generation.

The environmental impact therefore extends beyond the data center itself.

The critical question isn’t whether every AI data center uses excessive water. It’s whether operators can demonstrate that their facilities use water responsibly.

Forbes Raises Questions About Secrecy and Public Trust

Another major concern in the Forbes discussion involves confidentiality agreements associated with data center development.

In some cases, these agreements have restricted public access to information during negotiations between technology companies and local authorities.

Businesses argue that confidentiality can protect commercially sensitive investments.

Communities, however, have legitimate reasons to demand information about potential impacts on drinking water, infrastructure, and local ecosystems.

Forbes makes a persuasive business argument: withholding information can damage public trust.

But transparency should not be confused with publishing commercially sensitive details unrelated to environmental performance.

A balanced approach would protect legitimate business interests while ensuring communities can evaluate water-related risks.

The Regulatory Pressure Is Real

Forbes also highlights growing government scrutiny of data center water consumption.

That trend is supported by legislative developments.

According to the National Conference of State Legislatures, approximately 100 bills and resolutions across 39 states addressed data center water issues during 2026.

Not all became law, but the scale of legislative activity demonstrates increasing attention.

Utah has established reporting requirements for certain new large data centers, while other jurisdictions have considered measures addressing water supply and conservation.

Water transparency is evolving from a voluntary sustainability commitment into a regulatory consideration.

However, Forbes’ suggestion that disclosure will become unavoidable everywhere remains a prediction, not an established fact.

What Forbes Gets Right—and What Deserves More Scrutiny

The strongest argument in the Forbes article is straightforward: responsible companies should disclose meaningful information before communities and regulators demand it.

But several distinctions deserve greater attention.

Projected water demand should never be presented as actual consumption. Global corporate water-risk estimates should not be mistaken for data-center-specific losses. And proposed legislation should not be described as enacted policy.

These distinctions are essential for an informed debate.

The Bottom Line: AI Innovation Needs Water Accountability

Forbes is right to draw attention to the environmental responsibilities accompanying the AI infrastructure boom.

The industry needs credible, site-specific reporting on water withdrawals, actual consumption, water sources, and conservation measures.

Communities deserve reliable information. Investors need accurate risk assessments. Technology companies benefit from public confidence.

AI’s future should not be measured only in computing power, investment dollars, or technological breakthroughs. It should also be measured by how responsibly the industry manages essential natural resources.

Because the smartest AI infrastructure isn’t simply powerful.

It’s transparent, efficient, and accountable.