One Water: AI and energy needs in a sustainable water future
23 January 2026

One Water: AI and energy needs in a sustainable water future

Talking Under Water

About

In this episode Talking Under Water co-host Bob Crossen speaks with Gabriel Collins, the Baker Botts Fellow in Energy and Environmental Regulatory Affairs at Rice University’s Baker Institute for Public Policy, about the evolving pressures on industrial water use and the widening implications of the AI boom. Drawing from his cross-sector expertise, Collins unpacks why water is an inherently hyper‑local resource and how industries — ranging from semiconductor fabrication to refineries and petrochemical plants — are adapting to shrinking supplies and rising costs.


The conversation explores how data centers are straining municipal systems and, in some cases, driving new water‑reuse investments. Collins shares real‑world examples illustrating how creative contracting and industrial partnerships can help utilities upgrade critical infrastructure. He also highlights the increasing viability of air‑cooling technology as an alternative in water‑scarce regions.


Shifting to oil and gas, Collins explains how produced water, seismicity concerns, and disposal challenges are prompting operators to rethink water management strategies. Throughout the discussion, he stresses the importance of “fit‑for‑purpose” water use and the opportunities for circular water practices that avoid mixing contaminated and freshwater streams.


The episode closes with a look at the logistical and economic barriers that still limit a truly integrated one‑water approach.


Show Notes

    Gabriel Collins, Baker Institute for Public Policy
    Gabriel Collins on LinkedIn
    The Sinews of Civilization Substack
    WWD Emerging Leaders submissions
    WW Emerging Leaders submissions
    StormCon 2026 registration

Timestamps

    00:00 – Introduction
    01:39 – Industrial Water Use in 2026
    03:04 – Blind Spots vs. Barriers
    05:07 – Water Reuse, Recycling, and Sector Differences
    06:34 – Fit‑for‑Purpose Water & Evolving Standards
    09:02 – Costs, Margins, and Sensitivity to Water Price
    11:03 – Data Centers & Municipal Pressure
    14:25 – Policy Levers & Infrastructure Investment
    17:34 – Oil & Gas: Produced Water, Disposal, and Seismicity
    20:19 – One Water & Virtual Water Displacement
    22:08 – Barriers to Circular Water
    26:35 – Housekeeping

About the Podcast  


Talking Under Water is the premier podcast for the water industry, including municipal water and wastewater, residential water treatment, storm water management and erosion control. It is produced in coordination between Wastewater Digest (WWD), WaterWorld (WW) and Stormwater Solutions (SWS). The podcast covers topics under the One Water movement including the municipal and industrial water and wastewater, residential, storm water and erosion control markets. Talking Under Water highlights news, trends, new technologies, industry discussions and interviews with experts across the municipal water industry. New episodes of the podcast are released every other week. Logo Images: Anatoly Tiplyashin / Romolo Tavani / stock.adobe.com.