top of page

THE CONTROL ROOM
Where strategic experience meets the future of innovation.
Data Center Infrastructure


OpenAI Advertising in ChatGPT: What Sam Altman's "Last Resort" Reveals About AI Unit Economics
OpenAI Advertising: OpenAI announces ChatGPT ads after Sam Altman called advertising "uniquely unsettling." AI infrastructure expert Tony Grayson analyzes what this signals for the $5 trillion AI bubble and data center investors.
Tony Grayson
2 days ago26 min read


AI Nuclear Investment Risk: The Rickover Test for SMR Hype
AI Nuclear Investment Risk is real: NuScale failed, TerraPower slipped 5-7 years, HALEU doesn't exist. Tony Grayson's Rickover Test before you deploy capital.
Tony Grayson
Jan 1515 min read


AI Infrastructure Financing Risks: What JLL's 2026 Data Center Outlook Missed
Former submarine commander analyzes AI infrastructure financing risks in JLL's 2026 outlook: $870B debt, GPU-backed loans, no secondary market for collateral.
Tony Grayson
Jan 1219 min read


NVIDIA Vera Rubin Cooling: Why 45°C Warm Water Means No Chillers Needed
Tony Grayson analyzes Jensen Huang's CES 2026 bombshell: NVIDIA Vera Rubin runs on 45°C warm water. No chillers needed. The era of total refrigeration is over.
Tony Grayson
Jan 99 min read


Is Your GPU Debt a Stranded Asset? Inside NVIDIA's $20B Groq Pivot
NVIDIA’s $20B Groq deal reveals a massive GPU Stranded Asset risk. Ex-Oracle SVP Tony Grayson breaks down Inference Economics and the $1.4T OpenAI threat.
Tony Grayson
Dec 26, 202518 min read


Is Nvidia the Next Cisco? The 25-Year Warning Explained
Nvidia vs Cisco: Why a former submarine commander and Oracle SVP thinks AI infrastructure is heading for utility economics. The bear case isn't collapse—it's compression.
Tony Grayson
Dec 24, 202519 min read


Your Quantum Ready Data Center Needs Silence, Not Just Power
Learn the 7 critical requirements for quantum ready data center design, including vibration isolation, magnetic shielding, and cryogenic cooling topology. Build for 2050, not just 2025.
Tony Grayson
Dec 19, 202514 min read


Fermi Stock Crash Explained: The First Casualty of AI's Nuclear Fantasy
The Fermi stock crash explained: FRMI dropped 33% after its anchor tenant walked. A former submarine commander breaks down why AI nuclear data centers can't outrun physics.
Tony Grayson
Dec 17, 202515 min read


The Hidden Stack: The Real Truth About AI Infrastructure Spending (And Why It’s Not on the Charts)
Why do marketing charts show Open Source at only 11% market share when adoption is over 70%? The answer lies in the "Hidden Stack." This post analyzes the real trends in AI infrastructure spending, why the shift from Training to Inference is exploding, and why the smart money is moving from software licenses to megawatts.
Tony Grayson
Dec 15, 20259 min read


Training vs. Inference: The $300B AI Shift Everyone is Missing
The market is missing the $300B shift from AI Training to Inference. Discover why "bit barns" are out and how the shift to edge infrastructure turns the "cash burn" of models into a recurring revenue engine.
Tony Grayson
Dec 13, 202510 min read


Nuclear for Data Centers: Why the Gen IV SMR Timeline is 2035
Why is Nuclear for Data Centers delayed? We analyze the engineering reality of the SMR timeline, including ASME code testing, thermal creep, and HALEU shortages. Discover the realistic 2035 roadmap.
Tony Grayson
Dec 11, 202511 min read


Why the Difference Between AI and AGI is Like Confusing Fire with Fusion
We explain the difference between AI and AGI using a simple analogy: why today's AI is just a 'campfire' of pattern matching, not the 'nuclear fusion' of true thought.
Tony Grayson
Dec 10, 202513 min read


The Internet Runs on Faith: Why Physical Infrastructure Vulnerability is the Real Security Gap
Data center security is an illusion. Discover why physical infrastructure vulnerability, from Ashburn's conduits to subsea cables, is the real threat to global uptime.
Tony Grayson
Dec 9, 202512 min read


We Are All Submariners Now: Tactical Edge Computing & The Forward Deployed Data Center
From Replicator to MDO, Tony Grayson (former submarine Commander) discusses why modern units must operate in GPS-denied zones. Northstar Enterprise & Defense delivers the ruggedized Tactical Edge Computing needed for 'Zero Reach Back' warfare.
Tony Grayson
Dec 8, 202514 min read


The 3-Year Tenant in a 30-Year Building: The Industrialized Data Center Strategy of the "Universal Dock"
Avoid stranded capital as AI leases shorten. Tony Grayson (former SVP Oracle) discusses why an industrialized data center strategy is the only hedge against volatility for 30-year assets.
Tony Grayson
Nov 30, 20255 min read


The SMR Market Correction: Why the AI Infrastructure Timeline Requires a Gas-to-Nuclear Bridge
SMR Market Correction confirmed: The AI Infrastructure timeline requires a Gas-to-Nuclear Bridge strategy. Tony Grayson (Former SVP Oracle and Submarine Commander) discusses the true cost of service and deployment risk.
Tony Grayson
Nov 28, 20258 min read


Is AI Infrastructure Overbuilt? An Operator's View on the $100B Gamble
Are your AI investments ignoring physics? Tony Grayson (former Submarine Commander and SVP Oracle) discusses how to avoid The Kemper Trap—where timeline pressure overrides engineering reality—and build resilient infrastructure.
Tony Grayson
Nov 25, 20258 min read


How to Build Operational Resilience: Stress Testing Strategies from the Nuclear Navy
Your Business Continuity Plan won't survive reality. Learn how to build true Operational Resilience using stress-testing strategies from the Nuclear Navy.
Tony Grayson
Nov 22, 20259 min read


The Reality of SMR Timelines for AI Data Centers: A Veteran’s View
Former Sub Commander Tony Grayson breaks down realistic SMR timelines for AI data centers. Discover why the "2028" promise is a myth and what CIOs must do now.
Tony Grayson
Nov 21, 20258 min read


The AI Data Center Obsolescence Crisis: Why Physics is Popping the Bubble
Is the AI bubble bursting? Former Oracle SVP Tony Grayson exposes the collision of physics and finance: why 120kW cooling limits and $18B debt loads create inevitable data center obsolescence.
Tony Grayson
Nov 20, 20257 min read
bottom of page