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What If Your Simulation Time Went from Hours to Minutes?
Your MHD fusion simulation runs 10 hours overnight. With energy drift correction, it reaches the same accuracy in 5 minutes and 16 seconds. That is not a marketing claim. That is a validated median result across 7,500 experiments with a 76.4% win rate on magnetohydrodynamics alone. We just published the EK-TORUS Fluid Simulation Catalogue: 52 real-world scenarios, 86,000+ validated experiments across 6 physics categories. Every number is a measured outcome from double-GPU cro

Jimmy Hayes
3 days ago2 min read


While Everyone Else Waits, We're Packaging the Solution: 1.6MW Recip Packs, Stacked Two High
GE and Siemens are 5 to 7 years out. Caterpillar is 16 to 18 months. Data Power Supply delivers 1.6MW natural gas recip packs -- stackable to 3.2MW -- starting at 36 to 40 weeks ARO. 50MW/month available. $1M/MW with full warranty. Don't miss your window.

Jimmy Hayes
5 days ago3 min read


The Gold Buffalo, the Storm, and the Last Best Day: A Son's Letter to His Grandfather
By Jimmy Hayes, Founder & CEO, Data Power Supply · May 1, 2026 My grandfather passed away on Wednesday. I keep coming back to what he taught me about the Gold Buffalo. Not just as a coin. As a philosophy. "Jimmy, that coin is 24 karat. Pure. No alloy. No compromise." "And the buffalo — the buffalo is the only animal that runs through the storm." The Gold Buffalo The American Gold Buffalo is the purest gold coin ever minted by the US government. 24 karat. .9999 fine. No diluti

Jimmy Hayes
7 days ago8 min read


Hyperscale Data Center Market: Why the Bottleneck Isn't Capital — It's Infrastructure
Every hyperscale player on the Global Insight Services list — AWS, Microsoft, Google, Oracle, Meta, Equinix — shares one thing in common right now: they cannot build fast enough. The bottleneck isn't money. It isn't demand. Both of those exist in abundance. The real constraint is the physical infrastructure stack that sits behind every data center — transformers, generators, power distribution, cooling, cabling, and substations. The hardware that makes a facility actually tur

Jimmy Hayes
Apr 282 min read


Data Power Supply Partners With The HUB Miami to Build the Ultimate Tech Hub — Early Access Now Open
Today, Data Power Supply is proud to announce a formal partnership agreement with The HUB at Office Logic — Miami's premier innovation community founded by Noelle Jackson. Together, we are building the ultimate tech hub in the heart of Miami, and we're opening early access to a select group of founders, investors, and builders right now. Why The HUB? The HUB at Office Logic isn't just a coworking space. It's a living, breathing innovation engine in downtown Miami — home to 50

Jimmy Hayes
Apr 272 min read


SpaceX Starlink IPO: The Hidden Physics Problem Worth Billions — And How We Solve It
SpaceX is about to IPO Starlink at a $350B valuation headline. There's a hidden arbitrage in the filing everyone is missing — and I'll get to that. But first, here's what nobody in the finance world is factoring in yet: the physics problem that quietly costs Starlink billions every year. The Orbital Mechanics Problem Nobody Is Pricing In Managing 7,000+ satellites in LEO means running continuous orbital mechanics simulations — trajectory corrections, collision avoidance, sign

Jimmy Hayes
Apr 262 min read


Musk vs. Altman: The AI Fight of the Century Starts Tomorrow in Federal Court
Tomorrow morning, Elon Musk and Sam Altman go toe-to-toe — not in a boardroom, but in federal court in Oakland, California. The stakes: $150,000,000,000 and the soul of artificial intelligence itself. How We Got Here In 2015, Elon Musk co-founded OpenAI as a nonprofit — a bold bet that AI could be developed safely for the benefit of all humanity. He funded it. He believed in it. Then he walked away. Sam Altman took the wheel. Under his leadership, OpenAI transformed from a sc

Jimmy Hayes
Apr 262 min read


Miami Grand Prix 2026 — F1 Packages Available. DM Me Before They're Gone.
The 2026 Miami Grand Prix is right around the corner — and I've got a few exclusive packages left. If you've been thinking about it, now is the time. These won't last. What's Included Full race weekend access. Miami's biggest event of the year. The energy, the speed, the experience — there's nothing else like it in South Florida. I've put together packages for people who want to experience F1 at the highest level. Not just a ticket — a full weekend. How to Get In Simple. DM m

Jimmy Hayes
Apr 261 min read


Meta Is Adding 12 Buildings to Their 1 GW El Paso Campus — Here's What That Means for Power Infrastructure
Meta just filed to add 12 more buildings to their $10 billion El Paso data center campus. 1 gigawatt of power demand. On a single site. Let that sink in. That's enough to power a mid-sized American city — and Meta is pulling it for one AI campus. Power Availability Is Now Site Selection Criteria #1 The market is telling you something clearly: hyperscalers are no longer selecting sites based on real estate. They're selecting sites based on power availability. Generation access

Jimmy Hayes
Apr 262 min read


The White House Just Declared Grid Infrastructure a Matter of National Defense — Here's What That Means for Data Power Supply
The White House just declared grid infrastructure essential to national defense. That means everything Data Power Supply does just became a national security priority. What the Declaration Actually Says Under Section 303 of the Defense Production Act of 1950 — invoked under Executive Order 14156 — the President has formally determined that grid infrastructure and its associated upstream supply chains are critical technology items essential to national defense. The declaration

Jimmy Hayes
Apr 252 min read


Jeff Bezos Just Bet $38 Billion on Physical AI — This Is Exactly What MIA Is Building
Jeff Bezos just launched a $38 billion AI company in 5 months. And it has nothing to do with chatbots. What Project Prometheus Actually Is Project Prometheus — Bezos's physical AI laboratory co-led with former Google X scientist Vikram Bajaj — is closing a $10 billion funding round at a $38 billion valuation. Backed by JPMorgan and BlackRock. Five months old. The focus: AI for physical tasks. Manufacturing. Engineering. Industrial applications. The real world — not the digita

Jimmy Hayes
Apr 252 min read


Teaching the Next Generation Their Rights Before They Lose Them — April 30, New York City
Our rights don't disappear overnight. They erode — quietly, gradually — until one day a generation wakes up and doesn't know what they lost because nobody ever taught them what they had. That is the defining challenge of our time. The Crisis Nobody Is Talking About We are not teaching our children enough about the Constitution. About the Bill of Rights. About why those documents exist — not as historical artifacts, but as living protections against the permanent human tendenc

Jimmy Hayes
Apr 252 min read


The Inevitable Compute Reality Check: Why Miami Is the Only Logical Answer for What Comes Next
Let's be honest: the timeline for AI infrastructure buildout is optimistic. Land constraints, water scarcity, and grid capacity limitations are real engineering problems that don't have easy solutions. But focusing on the difficulty ignores the inevitability of failure in the legacy markets. The Legacy Hubs Are Full Global compute demand is on an exponential curve that the Earth's legacy infrastructure hubs simply cannot sustain. Northern Virginia — the world's largest data c

Jimmy Hayes
Apr 253 min read


From 2 Tons to 133 Tons Per Day: The Scale of Our GreenAi Partnership and Why Miami Is Ready
In our last post, we introduced the plastic-to-fuel technology at the core of MIA's partnership agreement with GreenAi — a patented pyrolysis process that converts non-recyclable plastic into fuel and generates verified carbon credits. Today we go deeper. Let's talk about what the fuel actually looks like, and exactly how big these facilities can scale. The Fuel Quality: Better Than Conventional Gasoline → 20% more octane than conventional premium gasoline → Octane RON: 102 |

Jimmy Hayes
Apr 242 min read


Turning Waste Plastic Into Valuable Fuel And Why Miami Is Next
Miami has a plastic waste problem. And through our partnership with GreenAi, we may have just found the solution. Through the Miami Innovation Aerospace Initiative, we are exploring bringing advanced plastic-to-fuel pyrolysis technology to South Florida — a patented, chemical-free process that converts non-recyclable plastic waste into five valuable hydrocarbons simultaneously. What This Technology Actually Does The process uses physical pyrolysis — not chemistry — to break d

Jimmy Hayes
Apr 242 min read


The Quantum Race Nobody Is Watching And Why Miami Needs to Pay Attention
While the world debates AI hype cycles and chip shortages, a different race is quietly being won. Germany has committed more than 5 billion euros to quantum computing infrastructure and 2026 is the year it is impossible to ignore. With Munich Quantum Valley as its anchor, Germany has built a full-stack quantum ecosystem spanning hardware, cryogenics, photonics, software simulation, healthcare applications, and post-quantum cybersecurity. Euro-Q-Exa, Germany's first EuroHPC qu

Jimmy Hayes
Apr 242 min read
The Power Behind the Vision: How Data Power Supply Is Fueling the Miami Innovation Aerospace Initiative
Every great leap forward in human history has had one thing in common — it needed power to get off the ground. The Wright Brothers needed a runway. NASA needed a launch pad. The internet needed data centers. And the Miami Innovation Aerospace Initiative needs Data Power Supply. We are proud to be the infrastructure backbone powering one of the most ambitious regional initiatives in American history — the Miami Innovation Aerospace Initiative (MIA). A multi-stakeholder effort

Jimmy Hayes
Apr 242 min read


The Miami Innovation Aerospace Initiative Is Live — And It's Just Getting Started
Tonight, something real begins. The Miami Innovation Aerospace Initiative officially launched this evening at the James L. Knight Convention Center — and for everyone who has been working quietly behind the scenes to make this happen, tonight was the moment it all became real. I want to be honest about something: it is a genuine honor to be part of this. Not in a rehearsed, press-release kind of way. In a real way. Working alongside local leadership, community builders, and v

Jimmy Hayes
Apr 223 min read


While Everyone Else Is Laying Off, Data Power Supply Is Hiring in Miami
While the rest of the industry is issuing layoffs and selling off assets, Data Power Supply is doing the opposite. We are aggressively hiring — and we're doing it in one of the best locations on the planet. The Partnership: Data Power Supply × The Hub Miami Data Power Supply has formed a strategic partnership with The Hub Miami to establish a physical innovation and manufacturing ecosystem in South Florida. This isn't a pitch deck. It's real infrastructure, real office space,

Jimmy Hayes
Apr 222 min read


Introducing the Miami Innovation Aerospace Initiative (MIA)
South Florida has always been a gateway — to Latin America, to global capital, to the sea. Today, we're making it a gateway to space. We're proud to announce the launch of the Miami Innovation Aerospace Initiative (MIA) — a multi-stakeholder effort designed to activate South Florida's role in the global space economy and adjacent high-growth industries. Why Miami. Why Now. The Homestead Spaceport gives South Florida a strategic geographic asset that almost no other metro in A

Jimmy Hayes
Apr 202 min read
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