top of page

THE CONTROL ROOM
Where strategic experience meets the future of innovation.
Artificial Intelligence


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 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


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


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


From Parameters to Physics: Why Watts per Token is the Only Metric for Industrial AI
The Software Era is over. Tony Grayson (former SVP Oracle) why Watts per Token is the new KPI for Industrial AI, and why SMR delays demand a Gas Bridge solution now.
Tony Grayson
Dec 5, 202512 min read


AI Bubble 2025: Why Herd Mentality is the Real Investment Trap
Is the AI Bubble 2025 real? Tony Grayson (former SVP Oracle) explores the leadership psychology behind the $600B spending gap, covering herd mentality, Action Bias, and why we mistake market momentum for fundamentals.
Tony Grayson
Dec 1, 202512 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


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


The AI Unit Economics Trap: Does Oracle’s $300B Slide Signal the Bubble Burst?
Is the AI infrastructure bubble bursting? Oracle’s $300B drop reveals the AI unit economics flaw. Tony Grayson discusses why 14% margins create a solvency trap.
Tony Grayson
Nov 19, 20258 min read


The AI Debt Bubble 2025: Is "Shadow Debt" the Next 2008 Crisis?
Is an AI market correction coming? Tony Grayson explores the risks of Data Center SPVs, SASB financing, and the $800 billion gap between AI infrastructure spending and revenue. Focus Keyword: AI Debt Bubble
Tony Grayson
Nov 13, 20256 min read
bottom of page