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Tennessee Data Center Intel
Latest data center news, projects, power and policy across Tennessee — updated daily.
Recent Tennessee data center news
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EPA rules Elon Musk’s xAI Memphis data centre used illegal power
The Environmental Protection Agency has ruled that xAI operated dozens of methane gas turbines illegally at its Memphis Colossus data centre.
- Main action: The EPA declared that portable methane gas turbines are not exempt from air quality requirements, closing a local loophole and finding xAI ran up to 35 unpermitted turbines; the agency estimates enforcing the standards will cut nitrogen oxide emissions by up to 296 tons annually by 2032.
- Background and details: The decision followed a lawsuit filed by the NAACP (filed last July) and advocacy by the Southern Environmental Law Center; Colossus 1 (used to train Gro) consumes 150 megawatts, was built in 122 days in 2024, and xAI is expanding with Colossus 2 and a third supercomputer “MACROHARDRR” that may eventually need up to 2 gigawatts. xAI has obtained permits for some machines, but dozens more at secondary sites reportedly remain unpermitted.
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Shared Infrastructure Provider Boldyn Partners With SEA-TAC
Boldyn Networks announced a partnership with Seattle-Tacoma International Airport to develop a 5G Distributed Antenna System (DAS).
- Deployment details:Boldyn Networks will deploy a 5G Distributed Antenna System (DAS) at Seattle-Tacoma International Airport (SEA) to provide broader connectivity across the terminal, garages, rental car facilities, ticketing, check-in, baggage claim and tarmac. SEA handled 52.6 million passengers in 2024.
- Context and selection:SEA Airport Director Rick Duncan said the search for an internet service provider was competitive; Boldyn, a smaller ISP, has prior public-private partnerships with military bases and urban centers and has announced recent partnerships with Nashville International Airport and Asheville Regional Airport.
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Data centers must follow clean air rules with their large generators, EPA says
The Environmental Protection Agency has created new rules requiring large, portable gas turbines used by data centers to comply with the Clean Air Act and to be permitted under federal law.
- Rule details:New EPA policy states that semitruck-sized portable gas turbines (gas turbines/methane gas turbines) used by hyperscale data centers must meet Clean Air Act emissions limits and that permitting will fall under federal law; officials began reviewing the change in December 2024. The rule removes the prior exemption for large portable generators while retaining new exemptions for medium and small turbines. The Federal Register notice was published on 2026-01-15.
- Background and context:Previous EPA guidance had treated such generators as exempt when used only for short-term or emergency operations; the shift was prompted by the proliferation of generators at hyperscale data centers (including xAI’s Colossus). The article cites local disputes in Memphis, Tennessee, advocacy from the Southern Environmental Law Center, and linked local reporting (ABC24, CBS 42).
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Breaking: EPA Cracks Down on xAI’s Unauthorized Datacenter Power Generation
The Environmental Protection Agency (EPA) has ruled that xAI operated methane gas turbines at its Colossus 1 datacenter without required air quality permits and clarified such turbines are not exempt even when used temporarily, bringing permitting under federal law.
- Main announcement: The EPA found xAI used up to 35 methane gas turbines at Colossus 1 in Tennessee without necessary permits (exploiting a local loophole for generators operating less than 364 days); the agency ruled these turbines are not exempt from air quality permits, subjecting such datacenter power generation to federal permitting requirements.
- Background and details: xAI later received permits for 15 turbines and is currently operating 12 permitted machines at the site; the article also notes UK regulator Ofcom is investigating xAI’s Grok chatbot over content-moderation/misuse, cites the U.S. Department of Energy figure that U.S. datacenters consumed about 70 billion kWh in 2020, and lists renewable energy progress for Google (100% achieved 2017) and Microsoft (74% in 2020) while stating xAI: Unknown.
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Gas turbines need permits, according to new EPA ruling
The Environmental Protection Agency (EPA) announced in January that methane gas turbines require construction and air permits.
- Scope and local impact: The EPA ruling (see Federal Register) states methane gas turbines need construction and air permits, and the requirements apply to temporary turbines. Locally, the Shelby County Health Department permitted 15 gas-powered turbines for xAI on July 2; environmental groups allege new images show xAI using 35 methane gas turbines and are requesting an emergency stop order. The Federal Register publication date is Jan 15, 2026.
- Related local developments and timelines: The Mississippi governor announced a $20 billion xAI data center investment in DeSoto County. For the unrelated Salvation Army announcement: the organization suspended its Emergency Family Shelter due to depleted reserves, citing a $50,000 monthly deficit and stating it needs $1 million per year in donations to resume the program; families have until Feb. 8, 2026 to relocate.
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EPA updates turbine regulations. How it could impact xAI power options
The U.S. Environmental Protection Agency updated turbine performance standards under the Clean Air Act.
- Main action: On Jan. 9, EPA Administrator Lee Zeldin signed a notice implementing new performance standards for combustion and gas turbines; the rule was formally posted on the Federal Register on Jan. 15, 2026 and would require air and construction permits for all such turbines, including temporary units operating under a year.
- Impacts and context: The article states this decision “may impact” xAI’s power options for its Memphis and Southaven data center campuses; the regulation is tied to the Clean Air Act and specifically addresses combustion and stationary gas turbines with permitting implications rather than stated financial penalties or timelines beyond the posting date.
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EPA drops health cost calculations for air pollution: How it could harm Detroiters
The Environmental Protection Agency will stop calculating monetary health benefits (prevented deaths and health-care cost savings) for ozone and PM 2.5 in its rulemaking process (Jan. 9 decision).
- Main action: The EPA announced on Jan. 9 it will stop monetizing health benefits from reductions in ozone and PM 2.5 while continuing to count industry compliance costs; the agency said it is “refining its methods” and will still consider pollutant impacts but not their monetary valuation at this time.
- Background and related details: The change follows legal and policy battles including a 2025 finding that Wayne County failed to meet the EPA’s PM 2.5 standard, a Dec. 2025 Sixth Circuit ruling returning the Detroit region to ozone nonattainment, and concerns the change could affect auto emissions rules and emissions from natural gas turbines at data centers; related coverage notes the EPA seeks a $140 million civil penalty vs the facility’s proposed $5 million settlement in an EES Coke Battery case.
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Cleanstar National Inc Expands Critical Environment Cleaning Operations Across the Southeast
Cleanstar National Inc has announced expansion of its specialized critical environment cleaning operations across the Southeastern United States.
- Expansion scope: Cleanstar National Inc is expanding operations across Georgia, Alabama, Florida, South Carolina, North Carolina, and Tennessee to support data centers, healthcare campuses, higher education, industrial facilities, and construction projects; the company cites more than 30 years of experience and a self-performing workforce of over 700 E-Verified professionals and offers audit-ready protocols aligned with EPA, ISO 14644, GMP, OSHA, IICRC, and IJCSA.
- Operational details and background: The company is founder-led since 1995, operates a fully self-performing model with zero outsourcing, provides 24/7 emergency response, and will deliver standardized, compliance-first cleaning services to support multi-site portfolios and regional developments from its Metro Atlanta headquarters.
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xAI’s AI Factories: From Colossus to MACROHARDRR in the Gigawatt Era
Mississippi officials announced that xAI will invest more than $20 billion to build a new MACROHARDRR campus in Southaven, expected to begin operations in February 2026.
- Main announcement:xAI will invest more than $20 billion in the MACROHARDRR campus in Southaven, DeSoto County, with operations expected to begin February 2026; the deal includes sales and use tax exemptions on computing hardware and software, waivers of sales, corporate income, and franchise taxes, and reduced property taxes at city and county level.
- Background and details:Colossus (Memphis) was built inside a former Electrolux factory with the first major system completed in about 122 days and doubled in roughly 92 more days to ~200,000 GPUs; utilities approved staged power (initial 150 MW then a second 150 MW to reach 300 MW), xAI proposed a recycled wastewater plant up to 13 million gallons per day, and interim on-site natural-gas generation prompted permit contests and community opposition.
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Sean Turner: Using AI to bridge river models, power grid operations
Sean Turner at Oak Ridge National Laboratory is developing national-scale hydrology models using large-sample deep learning to simulate river temperatures and to couple river models with power grid operations.
- Main action: Turner is creating national-scale hydrology models that use large-sample deep learning to simulate river temperature and behavior across 2.7 million stream reaches in the lower 48 states, despite limited observations (~300 long-duration river temperature records; 2 river reaches in Tennessee). He joined ORNL in 2023 and is developing tools to link river models with power grid operations to support scheduling of hydropower resources.
- Background and details: Turner applies experience from United Utilities, PNNL, and the Joint Global Change Research Institute; the work uses ORNL supercomputing resources and aims to support decisions including siting for small modular nuclear reactors and data centers, and operational planning with the Tennessee Valley Authority.