SpaceXAI installed gas-powered turbines at its Colossus 2 facility in Southaven, Mississippi to supply power for its Grok artificial intelligence chatbot.

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Thermal imaging and allegations indicate xAI operated more than 30 unpermitted gas turbines to power its Colossus supercomputer data center operations in Memphis, Tennessee, and Southaven, Mississippi.

Council Member JB Smiley Jr. sponsored the proposed 18-month Memphis data center moratorium to establish environmental and regulatory safeguards while a study committee evaluated rules.

The Memphis City Council deadlocked in a 6-6 vote on October 20, 2026, failing to pass a proposed 18-month moratorium on new data center developments and expansions.

The NAACP and the Mississippi State Conference of the NAACP filed a federal Clean Air Act lawsuit in April 2026 against xAI over unpermitted gas-fired turbines in Southaven, Mississippi.

Residents in Boxtown, a majority Black community in southwest Memphis, raised health and environmental concerns regarding toxic air emissions and noise from xAI gas-powered turbines.

A group of Mississippi residents filed a June 2026 class-action lawsuit alleging that noise from xAI power turbines eroded their health and property values.

Elon Musk's xAI merged with SpaceX, becoming known as SpaceXAI, and expanded operations with a second facility named Colossus 2 in Southaven, Mississippi.

Elon Musk's xAI converted an industrial facility in southwest Memphis in June 2024 to power its Colossus artificial intelligence supercomputer operation.

Memphis Mayor Paul Young ordered a 90-day executive review running concurrently with city council deliberations to develop policy recommendations for regulating large-scale data centers.

According to court filings, Ding Linwei promoted Shanghai Zhisuan Technology on WeChat by stating the company aimed to replicate and upgrade Google's ten-thousand-card computational power platform for Chinese national conditions.

On October 20, 2026, the Memphis City Council voted 7-5 to pass Ordinance 5986, a substitute measure establishing data center standards and a 135-day pause on new permits.

The NAACP filed a federal Clean Air Act lawsuit against SpaceXAI over unpermitted methane gas-powered turbines operating at its data center facilities in Southaven, Mississippi.

Memphis Mayor Paul Young issued an executive order establishing a 90-day policy review to develop recommendations for regulating large and hyperscale data centers.

Memphis residents filed official noise complaints against SpaceXAI citing continuous noise pollution and physical vibrations caused by the company's data center turbines.

On October 20, 2026, the Memphis City Council rejected a proposed 18-month moratorium on new data center developments in a 6-6 tie vote.

More than four million developers work within Nvidia's CUDA toolchain, and approximately 85% of AI applications are built on PyTorch.

TorchTPU achieved 52% model FLOPs utilization training Qwen 3 8B using TorchTitan across up to 8,192 Ironwood TPU v7x chips.

TorchTPU registers Google TPUs as standard hardware devices using PyTorch's PrivateUse1 interface, enabling eager execution without source code modifications or wrappers.

Amazon is submitting code upstream to PyTorch to make the framework more hardware-neutral by removing Nvidia-specific assumptions.

Applying TorchTPU optimizations to FLUX.1-dev reduced image generation time from 11.49 seconds to 2.78 seconds per step.