Elon Musk’s xAI Invests $400M in Memphis Supercomputer, Hits Power Snag

Elon Musk's xAI is spending at least $400 million building its supercomputer in Memphis. It's short on electricity.

Since the grand announcement of the xAI project back in June 2024, the local planning and development agency finds itself inundated with no fewer than fourteen construction permit applications. This remarkable surge, however, might raise a curious eyebrow or two. Why so many, and why now?

Altogether, these permits paint a picture of a project that’s nothing short of ambitious. A staggering $405.9 million in estimated project costs is at stake here. Yet, what’s piquing everybody’s interest — and maybe skeptics too — is Musk’s ambitious vision of powering 1 million GPUs in Memphis. This aim won’t be feasible purely on local grid power unless they embark on building their own power sources right there on-site.

The diversity of these permit applications is striking. They call for work ranging from electrical and mechanical to plumbing. This includes an eye-popping $30 million devoted to setting up computer equipment, not to mention a $3.9 million crash-resistant perimeter fence. For those intrigued by logistics, the recent permit’s focus, submitted last January, details plans for crafting an electrical substation anew.

Leviathan undertakings often have a hierarchy of intrigue, and this is no exception. Musk, the visionary behind xAI, amassed $12 billion in funding last year alone. Talk about foresight and investment clout. His dream of what he dubs a “gigafactory of compute,” powered by 200,000 Nvidia GPUs, half of which materialized in less than four months, leaves one pondering: what does it take to dream so big and actually deliver?

The spotlight shines brightly on Memphis, as Musk’s selection for the xAI data center is celebrated as a “multibillion-dollar investment,” potentially catapulting Memphis into the “global epicenter of AI.” The anticipation is palpable; can Memphis truly rise to global prominence?

Speculative comparisons arise when you consider that the anticipated construction costs align closely with Stargate’s initial facilities in Texas. This parallel with the joint venture by Oracle, OpenAI, and SoftBank invites whispers of competition and camaraderie amidst tech giants.

As permits continue to make headlines, a midsize contractor, Darana Hybrid Electro-Mechanical Solutions from Ohio, captures everyone’s attention by submitting the bulk of them. Curiously, this contractor, helmed by Darryl Cuttell—whose support for political campaigns include a string of modest contributions to President Donald Trump—adds another layer to this unfolding narrative. Could political influences and funding contribute more intricately to tech expansions than is often considered?

A seasoned data center expert remarks, rather candidly, that seeing a firm of Darana Hybrid’s size take on such a project is somewhat atypical. Could smaller firms be stepping up to previously unforeseen challenges, reshaping an ever-evolving landscape?

Neither Musk himself nor key stakeholders like representatives from xAI, Darana, TVA, or Memphis Light, Gas, and Water have stepped forward to comment. This quiet causes one to ponder the enormity of the task at hand, or perhaps the calm before a page turns in this vast technical journey.

The costs tied to hardware are astronomical, and Musk himself stated that Colossus boasts Nvidia’s formidable H100 and H200 chips. With 100,000 H100s and 50,000 H200s in use, we’re talking figures that dance dizzyingly. Nesteled within these calculations are estimations from TRG Datacenters, laying down price tags ranging between $27,000 to $40,000 for each chip, inviting us to reckon with a notion: is there an end to advancement, or merely transitional phases with eye-watering costs?

The prospect exists, however faintly shone: Is xAI purchasing these computing monoliths outright, or are nods toward cloud services subtly enveloping their strategies?

On the power front, xAI has shown its hand by requesting a hearty 300 megawatts of grid power from Memphis Light, Gas, and Water. However, only half that figure currently stands approved, flagging a future bristling with challenges, adaptations, or creative problem-solving.

There’s a footprint of urgency, too, as indicated by permitting requests for on-site gas turbines, marked urgent by the “significant infrastructure upgrades” the project demands. Already, xAI leans on gas-powered Caterpillar generators to meet interim needs, setting the stage for yet another question: will technological demands outstrip power capabilities incrementally?

Echoing concerns, an electrical and computer engineering savant, Shaolei Ren, recalibrates our understanding. To power that many GPUs might veer close to 1 gigawatt—a tall order beyond current capacities in Memphis. Yet, is ambition so tantalizing forbidden?

xAI’s expansionist vision saw it acquiring 186 acres, replete with real estate for conceptually breathy dreams; even now, there’s contemplation about plugging into 260 MW of possible grid power. And here, Memphis appears to stand poised at forks in the road: pragmatism versus wide-eyed enthusiasm.

As the city’s power reality becomes laid bare by voices like MLGW CEO Doug McGowen’s, the community checks itself in cautionary rhythms, witnessing the difference between hopeful horizons and practical grids.

Edited By Ali Musa Axadle Times International–Monitoring.

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