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Data Center Community Diligence Research Note

National data-center estimates provide context but cannot establish one project's local impact. The project record must control.

Aug 4, 20262 min readBy Dalton Anderson

Data Center Community Diligence Research Note

National data-center estimates provide context but cannot establish one project's local impact. The project record must control.

The Department of Energy's 2024 LBNL-based report and current resource hub describe growing U.S. electricity demand. GAO's 2025 generative AI assessment says environmental estimates vary widely because companies disclose limited infrastructure, energy, emissions, and water data.

The local diligence record should identify the applicant, owner, operator, site, phases, planned IT load, total facility load, annual electricity, utility agreement, interconnection upgrades, generation, cost allocation, demand response, and outage assumptions.

Water records should separate source, withdrawal, consumptive use, discharge, peak and annual demand, treatment, chemicals, sewer capacity, drought operation, reclaimed supply, and cooling technology.

Air records should identify backup generator count, capacity, fuel, test and emergency hours, permits, controls, monitoring, stack and emission assumptions, and cumulative site emissions. Federal stationary-engine resources do not replace state and local permits.

Economic records should distinguish construction and permanent jobs, wages, residency, vendor spend, tax revenue, exemptions, abatements, grants, infrastructure subsidies, public-service cost, reporting, audit, and clawbacks.

Emergency and land records include fire, battery systems, hazardous materials, responder access, mutual aid, traffic, noise, light, stormwater, wetlands, cultural resources, and decommissioning.

Approval should turn material representations into enforceable terms with continuing public reports. The transcript's named-site allegations remain excluded until utility, permit, environmental, enforcement, public-health, or court records are assembled.

Sources

Follow the evidence.

  1. epa.gov: stationary enginesepa.gov
  2. gao.gov: gao 25 107172gao.gov
  3. spec.c2pa.org: Explainerspec.c2pa.org
  4. cdc.gov: fatigue workcdc.gov
  5. Current Google Search AI feature documentationdevelopers.google.com
  6. pubmed.ncbi.nlm.nih.gov: 22708885pubmed.ncbi.nlm.nih.gov
  7. fema.gov: lifelinesfema.gov
  8. pubmed.ncbi.nlm.nih.gov: 31864153pubmed.ncbi.nlm.nih.gov
  9. Google's guide to optimizing for generative AI featuresdevelopers.google.com
  10. energy.gov: powering americas ai future data center resource hubenergy.gov
  11. energy.gov: doe releases new report evaluating increase electricity demand data centersenergy.gov
  12. deepmind.google: synthiddeepmind.google
  13. content.naic.org: naic adopts first national climate resilience strategy insurance close coverage gaps and improvecontent.naic.org
  14. steveblank.com: whats a startup first principlessteveblank.com
  15. content.naic.org: resilience data visualization mapcontent.naic.org
  16. developers.google.com: google search and ai contentdevelopers.google.com
  17. ycombinator.com: jared friedmanycombinator.com
  18. Introducing Search Generative AI performance reportsdevelopers.google.com
  19. nist.gov: reducing risks posed synthetic content overview technical approaches digital contentnist.gov
  20. ycombinator.com: startup school videosycombinator.com
  21. spec.c2pa.org: charterspec.c2pa.org
  22. swissre.com: Natcat protection gapswissre.com
  23. fema.gov: requirementsfema.gov
  24. harpercollins.com: the hard thing about hard things ben horowitzharpercollins.com
  25. ibhs.org: wildland fire embers and flames home mitigations that matteribhs.org
  26. dash.harvard.edu: 13a7b031 0fdd 45ec a7e0 2b80e2bc679fdash.harvard.edu
  27. ycombinator.com: 8g how to get startup ideasycombinator.com
  28. deepmind.google: identifying ai generated images with synthiddeepmind.google
  29. pubmed.ncbi.nlm.nih.gov: 33749936pubmed.ncbi.nlm.nih.gov
  30. csrc.nist.gov: finalcsrc.nist.gov
  31. nibs.org: NIBS MMC MitigationSaves 2019nibs.org
Data Center Community Diligence Research Note