Sign up to save your podcasts
Or
Share Behavior is the Barrier
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Behavior is the Barrier
Behavior is the Barrier: The Time for the Regenerative Data Center of the Future is Now
For six years I’ve been inside the data center meets community problem space. I’ve had a technical and commercial blueprint in hand since my team delivered it internally at Microsoft in 2023.
The design is more desirable for communities, as technically feasible as what’s currently being built, and more economically viable over a ten-year horizon than hyperscale warehouses. Everyone I walk through it says yes, obviously.
Then nothing happens. The problem is a question of who and why not how.
Download the full How from www.regenerouslabs.com/R-DOTF. Listen for the who and the why.
Connections to The Insider’s Guide to Innovation at Microsoft
* Behavior is the Barrier — 70 percent of transformations fail for human reasons, not technical ones. Data centers are the current large-scale case.
* Say It Ugly — Publishing the blueprint before it’s perfect is how we find the parts that need work fastest.
* Aim For Positive — A well-designed community-scale cluster generates surplus for the community, the grid, and the compute customer simultaneously. The regenerative design holds all three.
* Innovating More Than Technology — Every technical component exists. The missing innovation is the integrated system, the governance model, and the coalition.
Sources
[1]: FERC Docket RM26-4-000, Large Load Interconnection rulemaking, with action anticipated in 2026. See Holland & Knight analysis, April 2026.
[2]: “To Defer or To Shift? The Role of AI Data Center Flexibility on Grid Investment and Operational Costs,” arXiv 2604.05376, April 7, 2026.
[3]: Microsoft, “Infinite scale: The architecture behind the Azure AI superfactory,” November 12, 2025. The Fairwater architecture connects Wisconsin and Atlanta campuses via 120,000 miles of dedicated fiber, operating as a single distributed supercomputer.
[4]: New York Times, “At Least $156 Billion in Data Center Projects Blocked by Local Opposition in 2025,” March 26, 2026, drawing on Data Center Watch and related tracking.
[5]: Washington Post–Schar School poll, April 2026, showing Virginia voter support for new data centers at 35 percent, down from approximately 69 percent in 2023.
[6]: Maine LD 1280, passed April 2026, blocks new builds drawing more than 20 MW until autumn 2027.
[7]: Institute for Local Self-Reliance, “Customers Pay When Big Utilities Make Big Errors in Electricity Forecasts,” 2024. Review of seven of the ten largest U.S. utilities.
AI Disclosure: This piece was created with the help of AI — specifically Claude, Perplexity, and a team of expert personas built by Regenerous Labs. Direction, judgment and final decisions by me. Say it ugly, build it better. Onward!
This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit innovatingoutloud.substack.com
View all episodes
By JoAnn Garbin and Taryn KutchesBehavior is the Barrier: The Time for the Regenerative Data Center of the Future is Now
For six years I’ve been inside the data center meets community problem space. I’ve had a technical and commercial blueprint in hand since my team delivered it internally at Microsoft in 2023.
The design is more desirable for communities, as technically feasible as what’s currently being built, and more economically viable over a ten-year horizon than hyperscale warehouses. Everyone I walk through it says yes, obviously.
Then nothing happens. The problem is a question of who and why not how.
Download the full How from www.regenerouslabs.com/R-DOTF. Listen for the who and the why.
Connections to The Insider’s Guide to Innovation at Microsoft
* Behavior is the Barrier — 70 percent of transformations fail for human reasons, not technical ones. Data centers are the current large-scale case.
* Say It Ugly — Publishing the blueprint before it’s perfect is how we find the parts that need work fastest.
* Aim For Positive — A well-designed community-scale cluster generates surplus for the community, the grid, and the compute customer simultaneously. The regenerative design holds all three.
* Innovating More Than Technology — Every technical component exists. The missing innovation is the integrated system, the governance model, and the coalition.
Sources
[1]: FERC Docket RM26-4-000, Large Load Interconnection rulemaking, with action anticipated in 2026. See Holland & Knight analysis, April 2026.
[2]: “To Defer or To Shift? The Role of AI Data Center Flexibility on Grid Investment and Operational Costs,” arXiv 2604.05376, April 7, 2026.
[3]: Microsoft, “Infinite scale: The architecture behind the Azure AI superfactory,” November 12, 2025. The Fairwater architecture connects Wisconsin and Atlanta campuses via 120,000 miles of dedicated fiber, operating as a single distributed supercomputer.
[4]: New York Times, “At Least $156 Billion in Data Center Projects Blocked by Local Opposition in 2025,” March 26, 2026, drawing on Data Center Watch and related tracking.
[5]: Washington Post–Schar School poll, April 2026, showing Virginia voter support for new data centers at 35 percent, down from approximately 69 percent in 2023.
[6]: Maine LD 1280, passed April 2026, blocks new builds drawing more than 20 MW until autumn 2027.
[7]: Institute for Local Self-Reliance, “Customers Pay When Big Utilities Make Big Errors in Electricity Forecasts,” 2024. Review of seven of the ten largest U.S. utilities.
AI Disclosure: This piece was created with the help of AI — specifically Claude, Perplexity, and a team of expert personas built by Regenerous Labs. Direction, judgment and final decisions by me. Say it ugly, build it better. Onward!
This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit innovatingoutloud.substack.com